From 60686f1d4266be8ebac21b5f61312d72d661b82a Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 24 Sep 2025 17:05:48 -0700
Subject: [PATCH 001/218] Add new Inference notification type for "Batch
 Completed"

---
 .../Base/InferenceGenerationViewModelBase.cs  | 26 ++++++++---------
 .../InferenceTextToImageViewModel.cs          | 29 ++++++++++++-------
 .../InferenceWanTextToVideoViewModel.cs       | 23 +++++++++++----
 .../Models/Settings/NotificationKey.cs        | 20 +++++++++----
 4 files changed, 63 insertions(+), 35 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/Base/InferenceGenerationViewModelBase.cs b/StabilityMatrix.Avalonia/ViewModels/Base/InferenceGenerationViewModelBase.cs
index da454dfc7..741b45248 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Base/InferenceGenerationViewModelBase.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Base/InferenceGenerationViewModelBase.cs
@@ -60,8 +60,8 @@ public abstract partial class InferenceGenerationViewModelBase
 
     private readonly ISettingsManager settingsManager;
     private readonly RunningPackageService runningPackageService;
-    private readonly INotificationService notificationService;
     private readonly IServiceManager<ViewModelBase> vmFactory;
+    internal readonly INotificationService NotificationService;
 
     [JsonPropertyName("ImageGallery")]
     public ImageGalleryCardViewModel ImageGalleryCardViewModel { get; }
@@ -85,7 +85,7 @@ RunningPackageService runningPackageService
     )
         : base(notificationService)
     {
-        this.notificationService = notificationService;
+        this.NotificationService = notificationService;
         this.settingsManager = settingsManager;
         this.runningPackageService = runningPackageService;
         this.vmFactory = vmFactory;
@@ -143,7 +143,7 @@ protected async Task<FilePath> WriteOutputImageAsync(
         {
             GenerationParameters = args.Parameters,
             ProjectType = args.Project?.ProjectType,
-            ProjectName = ProjectFile?.NameWithoutExtension
+            ProjectName = ProjectFile?.NameWithoutExtension,
         };
 
         // Parse to format
@@ -260,7 +260,7 @@ public async Task RunCustomGeneration(
             Project = InferenceProjectDocument.FromLoadable(this),
             FilesToTransfer = args.FilesToTransfer,
             Parameters = new GenerationParameters(),
-            ClearOutputImages = true
+            ClearOutputImages = true,
         };
 
         await RunGeneration(generationArgs, cancellationToken);
@@ -384,7 +384,7 @@ await DialogHelper
             if (imageOutputs.Values.All(images => images is null or { Count: 0 }))
             {
                 // No images match
-                notificationService.Show(
+                NotificationService.Show(
                     "No output",
                     "Did not receive any output images",
                     NotificationType.Warning
@@ -404,13 +404,13 @@ await DialogHelper
 
             var notificationImage = outputImages.FirstOrDefault()?.LocalFile;
 
-            await notificationService.ShowAsync(
+            await NotificationService.ShowAsync(
                 NotificationKey.Inference_PromptCompleted,
                 new Notification
                 {
                     Title = "Prompt Completed",
                     Body = $"Prompt [{promptTask.Id[..7].ToLower()}] completed successfully",
-                    BodyImagePath = notificationImage?.FullPath
+                    BodyImagePath = notificationImage?.FullPath,
                 }
             );
         }
@@ -521,14 +521,14 @@ private async Task<List<ImageSource>> ProcessOutputImages(
                 var opts = new JsonSerializerOptions
                 {
                     DefaultIgnoreCondition = JsonIgnoreCondition.WhenWritingNull,
-                    Converters = { new JsonStringEnumConverter() }
+                    Converters = { new JsonStringEnumConverter() },
                 };
                 var paramsJson = JsonSerializer.Serialize(parameters, opts);
                 var smProject = JsonSerializer.Serialize(project, opts);
                 var metadata = new Dictionary<ExifTag, string>
                 {
                     { ExifTag.ImageDescription, paramsJson },
-                    { ExifTag.Software, smProject }
+                    { ExifTag.Software, smProject },
                 };
 
                 var bytesWithMetadata = ImageMetadata.AddMetadataToWebp(imageArray, metadata);
@@ -631,7 +631,7 @@ private async Task GenerateImage(
         catch (ValidationException e)
         {
             Logger.Debug("Image Generation Validation Error: {Message}", e.Message);
-            notificationService.Show("Validation Error", e.Message, NotificationType.Error);
+            NotificationService.Show("Validation Error", e.Message, NotificationType.Error);
         }
     }
 
@@ -779,7 +779,7 @@ out var localSemVersion
             {
                 ShowDialogOnStart = true,
                 ModificationCompleteTitle = "Extensions Installed",
-                ModificationCompleteMessage = "Finished installing required extensions"
+                ModificationCompleteMessage = "Finished installing required extensions",
             };
             EventManager.Instance.OnPackageInstallProgressAdded(runner);
 
@@ -803,7 +803,7 @@ await Dispatcher.UIThread.InvokeAsync(async () =>
                     {
                         Logger.Error(e, "Error while restarting package");
 
-                        notificationService.ShowPersistent(
+                        NotificationService.ShowPersistent(
                             new AppException(
                                 "Could not restart package",
                                 "Please manually restart the package for extension changes to take effect"
@@ -906,7 +906,7 @@ public ModuleApplyStepEventArgs ToModuleApplyStepEventArgs()
             {
                 Builder = Builder,
                 IsEnabledOverrides = overrides,
-                FilesToTransfer = FilesToTransfer
+                FilesToTransfer = FilesToTransfer,
             };
         }
 
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs
index 039f1a7ab..f517b4d74 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs
@@ -1,11 +1,7 @@
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Reactive.Linq;
+using System.Reactive.Linq;
 using System.Text.Json.Nodes;
 using System.Text.Json.Serialization;
-using System.Threading;
-using System.Threading.Tasks;
+using DesktopNotifications;
 using DynamicData.Binding;
 using Injectio.Attributes;
 using NLog;
@@ -18,8 +14,8 @@
 using StabilityMatrix.Core.Attributes;
 using StabilityMatrix.Core.Extensions;
 using StabilityMatrix.Core.Models;
-using StabilityMatrix.Core.Models.Api.Comfy;
 using StabilityMatrix.Core.Models.Inference;
+using StabilityMatrix.Core.Models.Settings;
 using StabilityMatrix.Core.Services;
 using InferenceTextToImageView = StabilityMatrix.Avalonia.Views.Inference.InferenceTextToImageView;
 
@@ -103,7 +99,7 @@ TabContext tabContext
                 typeof(HiresFixModule),
                 typeof(UpscalerModule),
                 typeof(SaveImageModule),
-                typeof(FaceDetailerModule)
+                typeof(FaceDetailerModule),
             };
             modulesCard.DefaultModules = new[] { typeof(HiresFixModule), typeof(UpscalerModule) };
             modulesCard.InitializeDefaults();
@@ -158,7 +154,7 @@ protected override void BuildPrompt(BuildPromptEventArgs args)
         builder.Connections.Seed = args.SeedOverride switch
         {
             { } seed => Convert.ToUInt64(seed),
-            _ => Convert.ToUInt64(SeedCardViewModel.Seed)
+            _ => Convert.ToUInt64(SeedCardViewModel.Seed),
         };
 
         var applyArgs = args.ToModuleApplyStepEventArgs();
@@ -319,13 +315,13 @@ CancellationToken cancellationToken
                 OutputNodeNames = buildPromptArgs.Builder.Connections.OutputNodeNames.ToArray(),
                 Parameters = SaveStateToParameters(new GenerationParameters()) with
                 {
-                    Seed = Convert.ToUInt64(seed)
+                    Seed = Convert.ToUInt64(seed),
                 },
                 Project = inferenceProject,
                 FilesToTransfer = buildPromptArgs.FilesToTransfer,
                 BatchIndex = i,
                 // Only clear output images on the first batch
-                ClearOutputImages = i == 0
+                ClearOutputImages = i == 0,
             };
 
             batchArgs.Add(generationArgs);
@@ -336,6 +332,17 @@ CancellationToken cancellationToken
         {
             await RunGeneration(args, cancellationToken);
         }
+
+        await notificationService.ShowAsync(
+            NotificationKey.Inference_BatchCompleted,
+            new Notification
+            {
+                Title = "Batch Completed",
+                Body =
+                    $"Batch of {batches} items [{Guid.NewGuid().ToString()[..7].ToLower()}] completed successfully",
+                BodyImagePath = ImageGalleryCardViewModel.ImageSources.LastOrDefault()?.LocalFile?.FullPath,
+            }
+        );
     }
 
     /// <inheritdoc />
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceWanTextToVideoViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceWanTextToVideoViewModel.cs
index 4b2ac1815..d7dbf441a 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceWanTextToVideoViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceWanTextToVideoViewModel.cs
@@ -1,4 +1,5 @@
 using System.Text.Json.Serialization;
+using DesktopNotifications;
 using Injectio.Attributes;
 using StabilityMatrix.Avalonia.Extensions;
 using StabilityMatrix.Avalonia.Models;
@@ -9,6 +10,7 @@
 using StabilityMatrix.Avalonia.Views.Inference;
 using StabilityMatrix.Core.Attributes;
 using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.Settings;
 using StabilityMatrix.Core.Services;
 
 namespace StabilityMatrix.Avalonia.ViewModels.Inference;
@@ -70,8 +72,8 @@ RunningPackageService runningPackageService
 
         BatchSizeCardViewModel = vmFactory.Get<BatchSizeCardViewModel>();
 
-        VideoOutputSettingsCardViewModel = vmFactory.Get<VideoOutputSettingsCardViewModel>(
-            vm => vm.Fps = 16.0d
+        VideoOutputSettingsCardViewModel = vmFactory.Get<VideoOutputSettingsCardViewModel>(vm =>
+            vm.Fps = 16.0d
         );
 
         StackCardViewModel = vmFactory.Get<StackCardViewModel>();
@@ -94,7 +96,7 @@ protected override void BuildPrompt(BuildPromptEventArgs args)
         builder.Connections.Seed = args.SeedOverride switch
         {
             { } seed => Convert.ToUInt64(seed),
-            _ => Convert.ToUInt64(SeedCardViewModel.Seed)
+            _ => Convert.ToUInt64(SeedCardViewModel.Seed),
         };
 
         // Load models
@@ -165,13 +167,13 @@ CancellationToken cancellationToken
                 OutputNodeNames = buildPromptArgs.Builder.Connections.OutputNodeNames.ToArray(),
                 Parameters = SaveStateToParameters(new GenerationParameters()) with
                 {
-                    Seed = Convert.ToUInt64(seed)
+                    Seed = Convert.ToUInt64(seed),
                 },
                 Project = inferenceProject,
                 FilesToTransfer = buildPromptArgs.FilesToTransfer,
                 BatchIndex = i,
                 // Only clear output images on the first batch
-                ClearOutputImages = i == 0
+                ClearOutputImages = i == 0,
             };
 
             batchArgs.Add(generationArgs);
@@ -182,6 +184,17 @@ CancellationToken cancellationToken
         {
             await RunGeneration(args, cancellationToken);
         }
+
+        await NotificationService.ShowAsync(
+            NotificationKey.Inference_BatchCompleted,
+            new Notification
+            {
+                Title = "Batch Completed",
+                Body =
+                    $"Batch of {batches} items [{Guid.NewGuid().ToString()[..7].ToLower()}] completed successfully",
+                BodyImagePath = ImageGalleryCardViewModel.ImageSources.LastOrDefault()?.LocalFile?.FullPath,
+            }
+        );
     }
 
     /// <inheritdoc />
diff --git a/StabilityMatrix.Core/Models/Settings/NotificationKey.cs b/StabilityMatrix.Core/Models/Settings/NotificationKey.cs
index 6778c30e6..b13207986 100644
--- a/StabilityMatrix.Core/Models/Settings/NotificationKey.cs
+++ b/StabilityMatrix.Core/Models/Settings/NotificationKey.cs
@@ -23,7 +23,15 @@ public record NotificationKey(string Value) : StringValue(Value), IParsable<Noti
         {
             DefaultOption = Compat.IsLinux ? NotificationOption.AppToast : NotificationOption.NativePush,
             Level = NotificationLevel.Success,
-            DisplayName = "Inference Prompt Completed"
+            DisplayName = "Inference Prompt Completed",
+        };
+
+    public static NotificationKey Inference_BatchCompleted =>
+        new("Inference_BatchCompleted")
+        {
+            DefaultOption = Compat.IsLinux ? NotificationOption.AppToast : NotificationOption.NativePush,
+            Level = NotificationLevel.Success,
+            DisplayName = "Inference Batch Completed",
         };
 
     public static NotificationKey Download_Completed =>
@@ -31,7 +39,7 @@ public record NotificationKey(string Value) : StringValue(Value), IParsable<Noti
         {
             DefaultOption = Compat.IsLinux ? NotificationOption.AppToast : NotificationOption.NativePush,
             Level = NotificationLevel.Success,
-            DisplayName = "Download Completed"
+            DisplayName = "Download Completed",
         };
 
     public static NotificationKey Download_Failed =>
@@ -39,7 +47,7 @@ public record NotificationKey(string Value) : StringValue(Value), IParsable<Noti
         {
             DefaultOption = Compat.IsLinux ? NotificationOption.AppToast : NotificationOption.NativePush,
             Level = NotificationLevel.Error,
-            DisplayName = "Download Failed"
+            DisplayName = "Download Failed",
         };
 
     public static NotificationKey Download_Canceled =>
@@ -47,7 +55,7 @@ public record NotificationKey(string Value) : StringValue(Value), IParsable<Noti
         {
             DefaultOption = Compat.IsLinux ? NotificationOption.AppToast : NotificationOption.NativePush,
             Level = NotificationLevel.Warning,
-            DisplayName = "Download Canceled"
+            DisplayName = "Download Canceled",
         };
 
     public static NotificationKey Package_Install_Completed =>
@@ -55,7 +63,7 @@ public record NotificationKey(string Value) : StringValue(Value), IParsable<Noti
         {
             DefaultOption = Compat.IsLinux ? NotificationOption.AppToast : NotificationOption.NativePush,
             Level = NotificationLevel.Success,
-            DisplayName = "Package Install Completed"
+            DisplayName = "Package Install Completed",
         };
 
     public static NotificationKey Package_Install_Failed =>
@@ -63,7 +71,7 @@ public record NotificationKey(string Value) : StringValue(Value), IParsable<Noti
         {
             DefaultOption = Compat.IsLinux ? NotificationOption.AppToast : NotificationOption.NativePush,
             Level = NotificationLevel.Error,
-            DisplayName = "Package Install Failed"
+            DisplayName = "Package Install Failed",
         };
 
     public static Dictionary<string, NotificationKey> All { get; } = GetValues<NotificationKey>();

From bba0476100de5fb6defb0714121ada11b98dbf25 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 24 Sep 2025 17:23:19 -0700
Subject: [PATCH 002/218] undo internal thing

---
 .../Base/InferenceGenerationViewModelBase.cs         | 12 ++++++------
 .../Inference/InferenceWanTextToVideoViewModel.cs    |  5 ++++-
 2 files changed, 10 insertions(+), 7 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/Base/InferenceGenerationViewModelBase.cs b/StabilityMatrix.Avalonia/ViewModels/Base/InferenceGenerationViewModelBase.cs
index 741b45248..8699759bf 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Base/InferenceGenerationViewModelBase.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Base/InferenceGenerationViewModelBase.cs
@@ -61,7 +61,7 @@ public abstract partial class InferenceGenerationViewModelBase
     private readonly ISettingsManager settingsManager;
     private readonly RunningPackageService runningPackageService;
     private readonly IServiceManager<ViewModelBase> vmFactory;
-    internal readonly INotificationService NotificationService;
+    private readonly INotificationService notificationService;
 
     [JsonPropertyName("ImageGallery")]
     public ImageGalleryCardViewModel ImageGalleryCardViewModel { get; }
@@ -85,7 +85,7 @@ RunningPackageService runningPackageService
     )
         : base(notificationService)
     {
-        this.NotificationService = notificationService;
+        this.notificationService = notificationService;
         this.settingsManager = settingsManager;
         this.runningPackageService = runningPackageService;
         this.vmFactory = vmFactory;
@@ -384,7 +384,7 @@ await DialogHelper
             if (imageOutputs.Values.All(images => images is null or { Count: 0 }))
             {
                 // No images match
-                NotificationService.Show(
+                notificationService.Show(
                     "No output",
                     "Did not receive any output images",
                     NotificationType.Warning
@@ -404,7 +404,7 @@ await DialogHelper
 
             var notificationImage = outputImages.FirstOrDefault()?.LocalFile;
 
-            await NotificationService.ShowAsync(
+            await notificationService.ShowAsync(
                 NotificationKey.Inference_PromptCompleted,
                 new Notification
                 {
@@ -631,7 +631,7 @@ private async Task GenerateImage(
         catch (ValidationException e)
         {
             Logger.Debug("Image Generation Validation Error: {Message}", e.Message);
-            NotificationService.Show("Validation Error", e.Message, NotificationType.Error);
+            notificationService.Show("Validation Error", e.Message, NotificationType.Error);
         }
     }
 
@@ -803,7 +803,7 @@ await Dispatcher.UIThread.InvokeAsync(async () =>
                     {
                         Logger.Error(e, "Error while restarting package");
 
-                        NotificationService.ShowPersistent(
+                        notificationService.ShowPersistent(
                             new AppException(
                                 "Could not restart package",
                                 "Please manually restart the package for extension changes to take effect"
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceWanTextToVideoViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceWanTextToVideoViewModel.cs
index d7dbf441a..1935c9b59 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceWanTextToVideoViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceWanTextToVideoViewModel.cs
@@ -19,6 +19,8 @@ namespace StabilityMatrix.Avalonia.ViewModels.Inference;
 [RegisterScoped<InferenceWanTextToVideoViewModel>, ManagedService]
 public class InferenceWanTextToVideoViewModel : InferenceGenerationViewModelBase, IParametersLoadableState
 {
+    private readonly INotificationService notificationService;
+
     [JsonIgnore]
     public StackCardViewModel StackCardViewModel { get; }
 
@@ -49,6 +51,7 @@ RunningPackageService runningPackageService
     )
         : base(vmFactory, inferenceClientManager, notificationService, settingsManager, runningPackageService)
     {
+        this.notificationService = notificationService;
         SeedCardViewModel = vmFactory.Get<SeedCardViewModel>();
         SeedCardViewModel.GenerateNewSeed();
 
@@ -185,7 +188,7 @@ CancellationToken cancellationToken
             await RunGeneration(args, cancellationToken);
         }
 
-        await NotificationService.ShowAsync(
+        await notificationService.ShowAsync(
             NotificationKey.Inference_BatchCompleted,
             new Notification
             {

From 603f4bf18eb87a0af9eb5ea6113fc250cae10d91 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 1 Oct 2025 20:26:52 -0700
Subject: [PATCH 003/218] Update nunchaku and sage installers, change comfy
 cuda index to cu128 for better compat

---
 CHANGELOG.md                                  |  3 ++
 .../InstallNunchakuStep.cs                    | 47 ++++++++++++-------
 .../InstallSageAttentionStep.cs               | 18 +++----
 .../Models/Packages/ComfyUI.cs                |  2 +-
 4 files changed, 43 insertions(+), 27 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7ef1179ea..ab2d9e2dd 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,6 +8,9 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 ## v2.15.1
 ### Changed
 - Upgraded ComfyUI-Zluda and Stable Diffusion WebUI AMDGPU Forge packages to install and use HIP SDK 6.4.2
+- Changed ComfyUI torch index from `cu129` back to `cu128` for better compatibility with custom nodes
+- Updated SageAttention installer to install v2.2.0-windows.post3
+- Updated Nunchaku installer to install v1.0.1
 ### Fixed
 - Fixed [#1372](https://github.com/LykosAI/StabilityMatrix/issues/1372) - LiteAsyncException upon starting Stability Matrix v2.15.0
 - Fixed [#1391](https://github.com/LykosAI/StabilityMatrix/issues/1391) - "Failed to parse" error when upgrading pip packages with extra index url
diff --git a/StabilityMatrix.Core/Models/PackageModification/InstallNunchakuStep.cs b/StabilityMatrix.Core/Models/PackageModification/InstallNunchakuStep.cs
index 3b450b033..e6d570e9a 100644
--- a/StabilityMatrix.Core/Models/PackageModification/InstallNunchakuStep.cs
+++ b/StabilityMatrix.Core/Models/PackageModification/InstallNunchakuStep.cs
@@ -50,6 +50,7 @@ await pyInstallationManager.GetInstallationAsync(pyVersion).ConfigureAwait(false
             10 => "cp310",
             11 => "cp311",
             12 => "cp312",
+            13 => "cp313",
             _ => throw new ArgumentOutOfRangeException("Invalid Python version"),
         };
         var platform = Compat.IsWindows ? "win_amd64" : "linux_x86_64";
@@ -65,13 +66,13 @@ var v when v.StartsWith("2.5") => "2.5",
             var v when v.StartsWith("2.6") => "2.6",
             var v when v.StartsWith("2.7") => "2.7",
             var v when v.StartsWith("2.8") => "2.8",
+            var v when v.StartsWith("2.10") => "2.10",
             _ => throw new InvalidOperationException(
                 "No compatible torch version found in the virtual environment."
             ),
         };
-
         var downloadUrl =
-            $"https://github.com/mit-han-lab/nunchaku/releases/download/v0.3.1/nunchaku-0.3.1+torch{torchVersion}-{shortPythonVersionString}-{shortPythonVersionString}-{platform}.whl";
+            $"https://github.com/nunchaku-tech/nunchaku/releases/download/v1.0.1/nunchaku-1.0.1+torch{torchVersion}-{shortPythonVersionString}-{shortPythonVersionString}-{platform}.whl";
         progress?.Report(
             new ProgressReport(-1f, message: "Installing Nunchaku backend", isIndeterminate: true)
         );
@@ -82,31 +83,43 @@ var v when v.StartsWith("2.8") => "2.8",
             new ProgressReport(1f, message: "Nunchaku backend installed successfully", isIndeterminate: false)
         );
 
-        var nunchakuNodePath = WorkingDirectory.JoinDir("custom_nodes", "ComfyUI-nunchaku");
-        if (nunchakuNodePath.Exists)
-        {
-            progress?.Report(
-                new ProgressReport(
-                    1f,
-                    message: "Nunchaku extension installed successfully.",
-                    isIndeterminate: false
-                )
-            );
-            return;
-        }
-
         var extensions = await ComfyExtensionManager
             .GetManifestExtensionsAsync(ComfyExtensionManager.DefaultManifests)
             .ConfigureAwait(false);
         var nunchakuExtension = extensions.FirstOrDefault(e =>
             e.Title.Equals("ComfyUI-nunchaku", StringComparison.OrdinalIgnoreCase)
         );
+
         if (nunchakuExtension is null)
             return;
 
-        await ComfyExtensionManager
-            .InstallExtensionAsync(nunchakuExtension, InstalledPackage, null, progress)
+        var installedExtensions = await ComfyExtensionManager
+            .GetInstalledExtensionsLiteAsync(InstalledPackage)
             .ConfigureAwait(false);
+        var installedNunchakuExtension = installedExtensions.FirstOrDefault(e =>
+            e.Title.Equals("ComfyUI-nunchaku", StringComparison.OrdinalIgnoreCase)
+        );
+
+        if (installedNunchakuExtension is not null)
+        {
+            var installedNunchakuExtensionWithVersion = await ComfyExtensionManager
+                .GetInstalledExtensionInfoAsync(installedNunchakuExtension)
+                .ConfigureAwait(false);
+            installedNunchakuExtensionWithVersion = installedNunchakuExtensionWithVersion with
+            {
+                Definition = nunchakuExtension,
+            };
+
+            await ComfyExtensionManager
+                .UpdateExtensionAsync(installedNunchakuExtensionWithVersion, InstalledPackage, null, progress)
+                .ConfigureAwait(false);
+        }
+        else
+        {
+            await ComfyExtensionManager
+                .InstallExtensionAsync(nunchakuExtension, InstalledPackage, null, progress)
+                .ConfigureAwait(false);
+        }
 
         progress?.Report(
             new ProgressReport(
diff --git a/StabilityMatrix.Core/Models/PackageModification/InstallSageAttentionStep.cs b/StabilityMatrix.Core/Models/PackageModification/InstallSageAttentionStep.cs
index 202a3cfdb..723f1afba 100644
--- a/StabilityMatrix.Core/Models/PackageModification/InstallSageAttentionStep.cs
+++ b/StabilityMatrix.Core/Models/PackageModification/InstallSageAttentionStep.cs
@@ -67,12 +67,12 @@ await pyInstallationManager.GetInstallationAsync(pyVersion).ConfigureAwait(false
         else if (torchInfo.Version.Contains("2.5.1") && torchInfo.Version.Contains("cu124"))
         {
             sageWheelUrl =
-                "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post2/sageattention-2.2.0+cu124torch2.5.1.post2-cp39-abi3-win_amd64.whl";
+                "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post3/sageattention-2.2.0+cu124torch2.5.1.post3-cp39-abi3-win_amd64.whl";
         }
         else if (torchInfo.Version.Contains("2.6.0") && torchInfo.Version.Contains("cu126"))
         {
             sageWheelUrl =
-                $"https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post2/sageattention-2.2.0+cu126torch2.6.0.post2-cp39-abi3-win_amd64.whl";
+                "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post3/sageattention-2.2.0+cu126torch2.6.0.post3-cp39-abi3-win_amd64.whl";
         }
         else if (torchInfo.Version.Contains("2.7.0") && torchInfo.Version.Contains("cu128"))
         {
@@ -82,20 +82,20 @@ await pyInstallationManager.GetInstallationAsync(pyVersion).ConfigureAwait(false
         else if (torchInfo.Version.Contains("2.7.1") && torchInfo.Version.Contains("cu128"))
         {
             sageWheelUrl =
-                $"https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post2/sageattention-2.2.0+cu128torch2.7.1.post2-cp39-abi3-win_amd64.whl";
+                "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post3/sageattention-2.2.0+cu128torch2.7.1.post3-cp39-abi3-win_amd64.whl";
         }
         else if (torchInfo.Version.Contains("2.8.0") && torchInfo.Version.Contains("cu128"))
         {
             sageWheelUrl =
-                $"https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post2/sageattention-2.2.0+cu128torch2.8.0.post2-cp39-abi3-win_amd64.whl";
+                "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post3/sageattention-2.2.0+cu128torch2.8.0.post3-cp39-abi3-win_amd64.whl";
         }
-
-        var pipArgs = new PipInstallArgs();
-        if (IsBlackwellGpu)
+        else if (torchInfo.Version.Contains("2.9.0") && torchInfo.Version.Contains("cu128"))
         {
-            pipArgs = pipArgs.AddArg("--pre");
+            sageWheelUrl =
+                "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post3/sageattention-2.2.0+cu128torch2.9.0.post3-cp39-abi3-win_amd64.whl";
         }
-        pipArgs = pipArgs.AddArg("triton-windows");
+
+        var pipArgs = new PipInstallArgs("triton-windows");
 
         if (!string.IsNullOrWhiteSpace(sageWheelUrl))
         {
diff --git a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
index dbce07e0e..b1fef541c 100644
--- a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
+++ b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
@@ -411,7 +411,7 @@ _ when gfxArch.StartsWith("gfx120") => "https://rocm.nightlies.amd.com/v2/gfx120
                 RequirementsFilePaths = ["requirements.txt"],
                 ExtraPipArgs = ["numpy<2"],
                 TorchaudioVersion = " ", // Request torchaudio without a specific version
-                CudaIndex = isLegacyNvidia ? "cu126" : "cu129",
+                CudaIndex = isLegacyNvidia ? "cu126" : "cu128",
                 RocmIndex = "rocm6.4",
                 UpgradePackages = true,
             };

From c9784f59d6d45c89cb9124c933ec9fd618202751 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 1 Oct 2025 22:06:45 -0700
Subject: [PATCH 004/218] Fix uv python list output special character parsing
 causing install errors and fix Checkpoint Manager filters not saving

---
 CHANGELOG.md                                  |  4 +++-
 .../ViewModels/CheckpointsPageViewModel.cs    | 18 +++++++++-------
 .../Processes/ProcessRunner.cs                | 21 ++++++++++++-------
 StabilityMatrix.Core/Python/UvManager.cs      |  5 ++++-
 4 files changed, 32 insertions(+), 16 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index ab2d9e2dd..7647f273d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -12,8 +12,10 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Updated SageAttention installer to install v2.2.0-windows.post3
 - Updated Nunchaku installer to install v1.0.1
 ### Fixed
-- Fixed [#1372](https://github.com/LykosAI/StabilityMatrix/issues/1372) - LiteAsyncException upon starting Stability Matrix v2.15.0
+- Fixed [#1372](https://github.com/LykosAI/StabilityMatrix/issues/1372), [#1399](https://github.com/LykosAI/StabilityMatrix/issues/1399) - LiteAsyncException upon starting Stability Matrix v2.15.0
 - Fixed [#1391](https://github.com/LykosAI/StabilityMatrix/issues/1391) - "Failed to parse" error when upgrading pip packages with extra index url
+- Fixed [#1401](https://github.com/LykosAI/StabilityMatrix/issues/1401) - "Python <version> was not found and/or failed to install" errors when path contains special characters
+- Fixed [#1403](https://github.com/LykosAI/StabilityMatrix/issues/1403) - Checkpoint Manager filters not being saved correctly
 - Fixed "cannot access local variable 'job' where it is not associated with a value" error when running jobs in AI Toolkit
 - Fixed Civitai browser not always returning at least 30 results when possible on initial search
 
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointsPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointsPageViewModel.cs
index 9cb84a4d7..d99a1fb4e 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointsPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointsPageViewModel.cs
@@ -160,8 +160,6 @@ protected override async Task OnInitialLoadedAsync()
 
         await base.OnInitialLoadedAsync();
 
-        var settingsSelectedBaseModels = settingsManager.Settings.SelectedBaseModels;
-
         AddDisposable(
             BaseModelCache
                 .Connect()
@@ -169,7 +167,7 @@ protected override async Task OnInitialLoadedAsync()
                 .Transform(baseModel => new BaseModelOptionViewModel
                 {
                     ModelType = baseModel,
-                    IsSelected = settingsSelectedBaseModels.Contains(baseModel),
+                    IsSelected = settingsManager.Settings.SelectedBaseModels.Contains(baseModel),
                 })
                 .SortAndBind(
                     BaseModelOptions,
@@ -179,10 +177,15 @@ protected override async Task OnInitialLoadedAsync()
                 .ObserveOn(SynchronizationContext.Current)
                 .Subscribe(next =>
                 {
-                    if (next.Sender.IsSelected)
-                        SelectedBaseModels.Add(next.Sender.ModelType);
-                    else
-                        SelectedBaseModels.Remove(next.Sender.ModelType);
+                    switch (next.Sender.IsSelected)
+                    {
+                        case true when !SelectedBaseModels.Contains(next.Sender.ModelType):
+                            SelectedBaseModels.Add(next.Sender.ModelType);
+                            break;
+                        case false when SelectedBaseModels.Contains(next.Sender.ModelType):
+                            SelectedBaseModels.Remove(next.Sender.ModelType);
+                            break;
+                    }
 
                     OnPropertyChanged(nameof(ClearButtonText));
                     OnPropertyChanged(nameof(SelectedBaseModels));
@@ -191,6 +194,7 @@ protected override async Task OnInitialLoadedAsync()
 
         var settingsTransactionObservable = this.WhenPropertyChanged(x => x.SelectedBaseModels)
             .Throttle(TimeSpan.FromMilliseconds(50))
+            .Skip(1)
             .ObserveOn(SynchronizationContext.Current)
             .Subscribe(_ =>
             {
diff --git a/StabilityMatrix.Core/Processes/ProcessRunner.cs b/StabilityMatrix.Core/Processes/ProcessRunner.cs
index 3c146ff64..ed8f9e48b 100644
--- a/StabilityMatrix.Core/Processes/ProcessRunner.cs
+++ b/StabilityMatrix.Core/Processes/ProcessRunner.cs
@@ -166,7 +166,7 @@ public static async Task<string> GetProcessOutputAsync(
             Arguments = arguments,
             UseShellExecute = false,
             RedirectStandardOutput = true,
-            CreateNoWindow = true
+            CreateNoWindow = true,
         };
 
         if (environmentVariables != null)
@@ -196,7 +196,8 @@ public static async Task<ProcessResult> GetProcessResultAsync(
         string fileName,
         ProcessArgs arguments,
         string? workingDirectory = null,
-        IReadOnlyDictionary<string, string>? environmentVariables = null
+        IReadOnlyDictionary<string, string>? environmentVariables = null,
+        bool useUtf8Encoding = false
     )
     {
         Logger.Debug($"Starting process '{fileName}' with arguments '{arguments}'");
@@ -208,9 +209,15 @@ public static async Task<ProcessResult> GetProcessResultAsync(
             UseShellExecute = false,
             RedirectStandardOutput = true,
             RedirectStandardError = true,
-            CreateNoWindow = true
+            CreateNoWindow = true,
         };
 
+        if (useUtf8Encoding)
+        {
+            info.StandardOutputEncoding = Encoding.UTF8;
+            info.StandardErrorEncoding = Encoding.UTF8;
+        }
+
         if (environmentVariables != null)
         {
             foreach (var (key, value) in environmentVariables)
@@ -255,7 +262,7 @@ public static async Task<ProcessResult> GetProcessResultAsync(
             StandardOutput = stdout,
             StandardError = stderr,
             ProcessName = processName,
-            Elapsed = elapsed
+            Elapsed = elapsed,
         };
     }
 
@@ -410,7 +417,7 @@ public static Process StartProcess(
             UseShellExecute = false,
             RedirectStandardOutput = true,
             RedirectStandardError = true,
-            CreateNoWindow = true
+            CreateNoWindow = true,
         };
 
         if (environmentVariables != null)
@@ -458,7 +465,7 @@ public static AnsiProcess StartAnsiProcess(
             UseShellExecute = false,
             RedirectStandardOutput = true,
             RedirectStandardError = true,
-            CreateNoWindow = true
+            CreateNoWindow = true,
         };
 
         if (environmentVariables != null)
@@ -544,7 +551,7 @@ public static async Task<ProcessResult> RunBashCommand(
         {
             ExitCode = process.ExitCode,
             StandardOutput = stdout.ToString(),
-            StandardError = stderr.ToString()
+            StandardError = stderr.ToString(),
         };
     }
 
diff --git a/StabilityMatrix.Core/Python/UvManager.cs b/StabilityMatrix.Core/Python/UvManager.cs
index 23ee86bb0..db76a1f0a 100644
--- a/StabilityMatrix.Core/Python/UvManager.cs
+++ b/StabilityMatrix.Core/Python/UvManager.cs
@@ -1,6 +1,8 @@
+using System.Text.Encodings.Web;
 using System.Text.Json;
 using System.Text.Json.Serialization;
 using System.Text.RegularExpressions;
+using System.Text.Unicode;
 using Injectio.Attributes;
 using NLog;
 using StabilityMatrix.Core.Helper;
@@ -20,6 +22,7 @@ public partial class UvManager : IUvManager
     {
         Converters = { new JsonStringEnumConverter() },
         PropertyNamingPolicy = JsonNamingPolicy.CamelCase,
+        Encoder = JavaScriptEncoder.Create(UnicodeRanges.All),
     };
     private string? uvExecutablePath;
     private DirectoryPath? uvPythonInstallPath;
@@ -120,7 +123,7 @@ public async Task<IReadOnlyList<UvPythonInfo>> ListAvailablePythonsAsync(
         var uvDirectory = Path.GetDirectoryName(uvExecutablePath);
 
         var result = await ProcessRunner
-            .GetProcessResultAsync(uvExecutablePath, args, uvDirectory, envVars)
+            .GetProcessResultAsync(uvExecutablePath, args, uvDirectory, envVars, useUtf8Encoding: true)
             .ConfigureAwait(false);
 
         if (!result.IsSuccessExitCode)

From abb397a2ca9e1f18fe498311a54523309be72511 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 6 Oct 2025 18:00:00 -0700
Subject: [PATCH 005/218] Fix model browser file name format causing crashes
 when data is missing

---
 CHANGELOG.md                                      |  2 ++
 .../Models/Inference/FileNameFormat.cs            | 15 ++++++++++++++-
 .../Models/Inference/FileNameFormatProvider.cs    |  2 +-
 .../CheckpointBrowserCardViewModel.cs             |  2 +-
 .../CheckpointBrowser/CivitAiBrowserViewModel.cs  | 11 +++++++++--
 .../CivitDetailsPageViewModel.cs                  |  2 +-
 StabilityMatrix.Core/Models/Api/CivitModel.cs     |  2 +-
 7 files changed, 29 insertions(+), 7 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7647f273d..6da1fce31 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -18,6 +18,8 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Fixed [#1403](https://github.com/LykosAI/StabilityMatrix/issues/1403) - Checkpoint Manager filters not being saved correctly
 - Fixed "cannot access local variable 'job' where it is not associated with a value" error when running jobs in AI Toolkit
 - Fixed Civitai browser not always returning at least 30 results when possible on initial search
+- Fixed model browser crashing when downloading a file with invalid characters in the name
+- Fixed model browser crasing when no author exists for a model
 
 ## v2.15.0
 ### Added
diff --git a/StabilityMatrix.Avalonia/Models/Inference/FileNameFormat.cs b/StabilityMatrix.Avalonia/Models/Inference/FileNameFormat.cs
index f4caa98dd..f60938831 100644
--- a/StabilityMatrix.Avalonia/Models/Inference/FileNameFormat.cs
+++ b/StabilityMatrix.Avalonia/Models/Inference/FileNameFormat.cs
@@ -37,7 +37,20 @@ public string GetFileName()
         return Prefix
             + string.Join(
                 "",
-                Parts.Select(part => part.Match(constant => constant, substitution => substitution.Invoke()))
+                Parts.Select(part =>
+                    part.Match(
+                        constant => constant,
+                        substitution =>
+                        {
+                            // Filter invalid path chars
+                            var result = substitution.Invoke();
+                            return result is null
+                                ? null
+                                : Path.GetInvalidFileNameChars()
+                                    .Aggregate(result, (current, c) => current.Replace(c, '_'));
+                        }
+                    )
+                )
             )
             + Postfix;
     }
diff --git a/StabilityMatrix.Avalonia/Models/Inference/FileNameFormatProvider.cs b/StabilityMatrix.Avalonia/Models/Inference/FileNameFormatProvider.cs
index 73bc2a2d4..23afb3c82 100644
--- a/StabilityMatrix.Avalonia/Models/Inference/FileNameFormatProvider.cs
+++ b/StabilityMatrix.Avalonia/Models/Inference/FileNameFormatProvider.cs
@@ -47,7 +47,7 @@ public partial class FileNameFormatProvider
             { "project_name", () => ProjectName },
             { "date", () => DateTime.Now.ToString("yyyy-MM-dd") },
             { "time", () => DateTime.Now.ToString("HH-mm-ss") },
-            { "author", () => CivitModel?.Creator.Username },
+            { "author", () => CivitModel?.Creator?.Username },
             { "base_model", () => CivitModelVersion?.BaseModel },
             { "file_name", () => Path.GetFileNameWithoutExtension(CivitFile?.Name) },
             { "file_id", () => CivitFile?.Id.ToString() },
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CheckpointBrowserCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CheckpointBrowserCardViewModel.cs
index dc4f2f754..d8480cc34 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CheckpointBrowserCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CheckpointBrowserCardViewModel.cs
@@ -212,7 +212,7 @@ private void ToggleFavorite()
     [RelayCommand]
     public void SearchAuthor()
     {
-        EventManager.Instance.OnNavigateAndFindCivitAuthorRequested(CivitModel.Creator.Username);
+        EventManager.Instance.OnNavigateAndFindCivitAuthorRequested(CivitModel.Creator?.Username);
     }
 
     private async Task DoImport(
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs
index 93950e89b..7489a39b6 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs
@@ -553,7 +553,7 @@ private async Task CivitModelQuery(CivitModelsRequest request, bool isInfiniteSc
                 var doesBaseModelTypeMatch =
                     SelectedBaseModels.Count == 0
                         ? request.BaseModels == null || request.BaseModels.Length == 0
-                        : SelectedBaseModels.SequenceEqual(request.BaseModels);
+                        : SelectedBaseModels.SequenceEqual(request.BaseModels ?? []);
                 var doesModelTypeMatch =
                     SelectedModelType == CivitModelType.All
                         ? request.Types == null || request.Types.Length == 0
@@ -741,7 +741,14 @@ private async Task SearchModels(bool isInfiniteScroll = false)
         }
         else
         {
-            modelRequest.Query = SearchQuery;
+            if (CivitUseDiscoveryApi)
+            {
+                modelRequest.Query = SearchQuery;
+            }
+            else
+            {
+                modelRequest.Tag = SearchQuery;
+            }
         }
 
         if (SortMode == CivitSortMode.Installed)
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs
index fbe12c8c3..c29c1dbce 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs
@@ -651,7 +651,7 @@ private async Task ShowImageDialog(ImageSource? image)
     private void SearchByAuthor()
     {
         navigationService.GoBack();
-        EventManager.Instance.OnNavigateAndFindCivitAuthorRequested(CivitModel.Creator.Username);
+        EventManager.Instance.OnNavigateAndFindCivitAuthorRequested(CivitModel.Creator?.Username);
     }
 
     [RelayCommand]
diff --git a/StabilityMatrix.Core/Models/Api/CivitModel.cs b/StabilityMatrix.Core/Models/Api/CivitModel.cs
index 43d283e3d..26de130b7 100644
--- a/StabilityMatrix.Core/Models/Api/CivitModel.cs
+++ b/StabilityMatrix.Core/Models/Api/CivitModel.cs
@@ -27,7 +27,7 @@ public class CivitModel
     public CivitMode? Mode { get; set; }
 
     [JsonPropertyName("creator")]
-    public CivitCreator Creator { get; set; }
+    public CivitCreator? Creator { get; set; }
 
     [JsonPropertyName("stats")]
     public CivitModelStats Stats { get; set; }

From 51cc46f1fac4559cd8f6480bbd2508b18ee71914 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 6 Oct 2025 18:02:13 -0700
Subject: [PATCH 006/218] Undo civit browser search changes

---
 .../CheckpointBrowser/CivitAiBrowserViewModel.cs         | 9 +--------
 1 file changed, 1 insertion(+), 8 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs
index 7489a39b6..ecab4e7ba 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs
@@ -741,14 +741,7 @@ private async Task SearchModels(bool isInfiniteScroll = false)
         }
         else
         {
-            if (CivitUseDiscoveryApi)
-            {
-                modelRequest.Query = SearchQuery;
-            }
-            else
-            {
-                modelRequest.Tag = SearchQuery;
-            }
+            modelRequest.Query = SearchQuery;
         }
 
         if (SortMode == CivitSortMode.Installed)

From 1ee876548febf50c9923799bf8d41aece236e87d Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 6 Oct 2025 18:02:53 -0700
Subject: [PATCH 007/218] fix chagenlog typo

---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 6da1fce31..7179c651d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -19,7 +19,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Fixed "cannot access local variable 'job' where it is not associated with a value" error when running jobs in AI Toolkit
 - Fixed Civitai browser not always returning at least 30 results when possible on initial search
 - Fixed model browser crashing when downloading a file with invalid characters in the name
-- Fixed model browser crasing when no author exists for a model
+- Fixed model browser crashing when no author exists for a model
 
 ## v2.15.0
 ### Added

From 322698c8283e98c66098befab76f47866c1c422d Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 6 Oct 2025 18:58:33 -0700
Subject: [PATCH 008/218] Fix SD.Next install using incorrect torch version

---
 CHANGELOG.md                                       |  1 +
 .../Models/Packages/VladAutomatic.cs               | 14 ++------------
 2 files changed, 3 insertions(+), 12 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7179c651d..ae4262c2c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -16,6 +16,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Fixed [#1391](https://github.com/LykosAI/StabilityMatrix/issues/1391) - "Failed to parse" error when upgrading pip packages with extra index url
 - Fixed [#1401](https://github.com/LykosAI/StabilityMatrix/issues/1401) - "Python <version> was not found and/or failed to install" errors when path contains special characters
 - Fixed [#1403](https://github.com/LykosAI/StabilityMatrix/issues/1403) - Checkpoint Manager filters not being saved correctly
+- Fixed [#1411](https://github.com/LykosAI/StabilityMatrix/issues/1411) - SD.Next installs not using correct torch version
 - Fixed "cannot access local variable 'job' where it is not associated with a value" error when running jobs in AI Toolkit
 - Fixed Civitai browser not always returning at least 30 results when possible on initial search
 - Fixed model browser crashing when downloading a file with invalid characters in the name
diff --git a/StabilityMatrix.Core/Models/Packages/VladAutomatic.cs b/StabilityMatrix.Core/Models/Packages/VladAutomatic.cs
index abfbe9e9f..2789b195f 100644
--- a/StabilityMatrix.Core/Models/Packages/VladAutomatic.cs
+++ b/StabilityMatrix.Core/Models/Packages/VladAutomatic.cs
@@ -223,12 +223,6 @@ IPyInstallationManager pyInstallationManager
                 Options = ["--autolaunch"],
             },
             new()
-            {
-                Name = "Force use of Intel OneAPI XPU backend",
-                Type = LaunchOptionType.Bool,
-                Options = ["--use-ipex"],
-            },
-            new()
             {
                 Name = "Use DirectML if no compatible GPU is detected",
                 Type = LaunchOptionType.Bool,
@@ -310,15 +304,11 @@ public override async Task InstallPackage(
             );
         }
 
-        var requirementsContent = await new FilePath(installLocation, "requirements.txt")
-            .ReadAllTextAsync(cancellationToken)
-            .ConfigureAwait(false);
-        var pipArgs = new PipInstallArgs("--upgrade").WithParsedFromRequirementsTxt(requirementsContent);
         if (installedPackage.PipOverrides != null)
         {
-            pipArgs = pipArgs.WithUserOverrides(installedPackage.PipOverrides);
+            var pipArgs = new PipInstallArgs().WithUserOverrides(installedPackage.PipOverrides);
+            await venvRunner.PipInstall(pipArgs, onConsoleOutput).ConfigureAwait(false);
         }
-        await venvRunner.PipInstall(pipArgs, onConsoleOutput).ConfigureAwait(false);
 
         var torchVersion = options.PythonOptions.TorchIndex ?? GetRecommendedTorchVersion();
         switch (torchVersion)

From 0bc628a23827b782a98e0943640d71e7f3acb413 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 6 Oct 2025 19:02:03 -0700
Subject: [PATCH 009/218] Update pip overrides check

---
 StabilityMatrix.Core/Models/Packages/VladAutomatic.cs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/StabilityMatrix.Core/Models/Packages/VladAutomatic.cs b/StabilityMatrix.Core/Models/Packages/VladAutomatic.cs
index 2789b195f..e42c9d078 100644
--- a/StabilityMatrix.Core/Models/Packages/VladAutomatic.cs
+++ b/StabilityMatrix.Core/Models/Packages/VladAutomatic.cs
@@ -304,7 +304,7 @@ public override async Task InstallPackage(
             );
         }
 
-        if (installedPackage.PipOverrides != null)
+        if (installedPackage.PipOverrides is { Count: > 0 })
         {
             var pipArgs = new PipInstallArgs().WithUserOverrides(installedPackage.PipOverrides);
             await venvRunner.PipInstall(pipArgs, onConsoleOutput).ConfigureAwait(false);

From a86e5d524a680ee02bd4137644dad5b1ed80d3f2 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 6 Oct 2025 19:41:18 -0700
Subject: [PATCH 010/218] Add shoutouts to chagenlog

---
 CHANGELOG.md | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index ae4262c2c..f3e8a0b39 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -21,6 +21,11 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Fixed Civitai browser not always returning at least 30 results when possible on initial search
 - Fixed model browser crashing when downloading a file with invalid characters in the name
 - Fixed model browser crashing when no author exists for a model
+### Supporters
+#### 🌟 Visionaries
+To our guiding stars, the Visionaries! Thank you **Waterclouds**, **JungleDragon**, **bluepopsicle**, **Bob S**, **Ibixat**, and **whudunit**! While this release is focused on fixes and stability, your foundational support is what empowers us to build a reliable and robust platform for everyone.
+#### 🚀 Pioneers
+A huge round of applause for our fantastic Pioneers! Your steady support helps us smooth out the rough edges and deliver a better experience with every update. Our deepest thanks to: **Szir777**, **Tigon**, **Noah M**, **USATechDude**, **Thom**, **SeraphOfSalem**, **Desert Viber**, **Tundra Everquill**, **Adam**, and **Droolguy**. We're also thrilled to welcome our newest Pioneers to the crew: **Philip R.**, **ACTUALLY_the_Real_Willem_Dafoe**, and **takyamtom**!
 
 ## v2.15.0
 ### Added

From 9531681a0f10ede15e964e401ab81b33ac0e3069 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 6 Oct 2025 20:14:01 -0700
Subject: [PATCH 011/218] Use recommended env vars for windows+rocm comfyUI

---
 CHANGELOG.md                                  |  1 +
 .../Models/Packages/ComfyUI.cs                | 26 ++++++++++++++++++-
 2 files changed, 26 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index f3e8a0b39..a5f918e6b 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -11,6 +11,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Changed ComfyUI torch index from `cu129` back to `cu128` for better compatibility with custom nodes
 - Updated SageAttention installer to install v2.2.0-windows.post3
 - Updated Nunchaku installer to install v1.0.1
+- Updated Windows ROCm ComfyUI installs to use recommended environment variables by default
 ### Fixed
 - Fixed [#1372](https://github.com/LykosAI/StabilityMatrix/issues/1372), [#1399](https://github.com/LykosAI/StabilityMatrix/issues/1399) - LiteAsyncException upon starting Stability Matrix v2.15.0
 - Fixed [#1391](https://github.com/LykosAI/StabilityMatrix/issues/1391) - "Failed to parse" error when upgrading pip packages with extra index url
diff --git a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
index b1fef541c..bf8db50f8 100644
--- a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
+++ b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
@@ -1,4 +1,5 @@
-using System.Text.Json;
+using System.Collections.Immutable;
+using System.Text.Json;
 using System.Text.RegularExpressions;
 using Injectio.Attributes;
 using NLog;
@@ -443,6 +444,8 @@ public override async Task RunPackage(
         await SetupVenv(installLocation, pythonVersion: PyVersion.Parse(installedPackage.PythonVersion))
             .ConfigureAwait(false);
 
+        VenvRunner.UpdateEnvironmentVariables(GetEnvVars);
+
         VenvRunner.RunDetached(
             [Path.Combine(installLocation, options.Command ?? LaunchCommand), .. options.Arguments],
             HandleConsoleOutput,
@@ -808,4 +811,25 @@ private async Task InstallNunchaku(InstalledPackage? installedPackage)
         EventManager.Instance.OnPackageInstallProgressAdded(runner);
         await runner.ExecuteSteps([installNunchaku]).ConfigureAwait(false);
     }
+
+    private ImmutableDictionary<string, string> GetEnvVars(ImmutableDictionary<string, string> env)
+    {
+        // if we're not on windows or we don't have a windows rocm gpu, return original env
+        if (
+            !Compat.IsWindows
+            || (
+                SettingsManager.Settings.PreferredGpu?.IsWindowsRocmSupportedGpu()
+                ?? HardwareHelper.HasWindowsRocmSupportedGpu()
+            )
+                is false
+        )
+            return env;
+
+        // set some experimental speed improving env vars for Windows ROCm
+        env = env.SetItem("PYTORCH_TUNABLEOP_ENABLED", "1");
+        env = env.SetItem("MIOPEN_FIND_MODE", "2");
+        env = env.SetItem("TORCH_ROCM_AOTRITON_ENABLE_EXPERIMENTAL", "1");
+
+        return env;
+    }
 }

From 346c21df6c6b8559300b97e953bb2729c58df113 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 6 Oct 2025 20:17:55 -0700
Subject: [PATCH 012/218] address PR feedback

---
 .../Models/Packages/ComfyUI.cs                | 21 +++++++------------
 1 file changed, 8 insertions(+), 13 deletions(-)

diff --git a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
index bf8db50f8..504e3392f 100644
--- a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
+++ b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
@@ -815,21 +815,16 @@ private async Task InstallNunchaku(InstalledPackage? installedPackage)
     private ImmutableDictionary<string, string> GetEnvVars(ImmutableDictionary<string, string> env)
     {
         // if we're not on windows or we don't have a windows rocm gpu, return original env
-        if (
-            !Compat.IsWindows
-            || (
-                SettingsManager.Settings.PreferredGpu?.IsWindowsRocmSupportedGpu()
-                ?? HardwareHelper.HasWindowsRocmSupportedGpu()
-            )
-                is false
-        )
+        var hasRocmGpu =
+            SettingsManager.Settings.PreferredGpu?.IsWindowsRocmSupportedGpu()
+            ?? HardwareHelper.HasWindowsRocmSupportedGpu();
+
+        if (!Compat.IsWindows || !hasRocmGpu)
             return env;
 
         // set some experimental speed improving env vars for Windows ROCm
-        env = env.SetItem("PYTORCH_TUNABLEOP_ENABLED", "1");
-        env = env.SetItem("MIOPEN_FIND_MODE", "2");
-        env = env.SetItem("TORCH_ROCM_AOTRITON_ENABLE_EXPERIMENTAL", "1");
-
-        return env;
+        return env.SetItem("PYTORCH_TUNABLEOP_ENABLED", "1")
+            .SetItem("MIOPEN_FIND_MODE", "2")
+            .SetItem("TORCH_ROCM_AOTRITON_ENABLE_EXPERIMENTAL", "1");
     }
 }

From 8488803a2d469c53a737dd3055391206def108e9 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sat, 11 Oct 2025 23:17:27 -0700
Subject: [PATCH 013/218] Fix comf and inference compat issues, wrong triton on
 linux, and civit model details page crash when resizing. updated avalonia to
 11.3.7

---
 CHANGELOG.md                                       | 14 ++++++++++++++
 Directory.Build.props                              |  2 +-
 .../Views/CivitDetailsPage.axaml                   |  5 +----
 .../Models/Api/Comfy/ComfyInputInfo.cs             | 14 ++++++++++++++
 StabilityMatrix.Core/Models/Packages/ComfyUI.cs    |  2 ++
 StabilityMatrix.Core/Models/Packages/FramePack.cs  |  2 +-
 6 files changed, 33 insertions(+), 6 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index a5f918e6b..6422762af 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,20 @@ All notable changes to Stability Matrix will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2.0.0.html).
 
+## v2.15.2
+### Changed
+- Updated Avalonia to 11.3.7
+### Fixed
+- Fixed [#1409](https://github.com/LykosAI/StabilityMatrix/issues/1409) - incorrect triton version installed during FramePack install on non-Windows systems
+- Fixed [#1410](https://github.com/LykosAI/StabilityMatrix/issues/1410) - crash when resizing Civitai model details page
+- Fixed [#1417](https://github.com/LykosAI/StabilityMatrix/issues/1417), [#1419](https://github.com/LykosAI/StabilityMatrix/issues/1419) - unable to connect Inference to ComfyUI after updating to latest ComfyUI
+- Fixed missing dependencies for ComfyUI API nodes
+### Supporters
+#### 🌟 Visionaries
+Huge thanks to our incredible Visionaries: **Waterclouds**, **JungleDragon**, **bluepopsicle**, **Bob S**, **Ibixat**, and **whudunit**! You’re the reason Stability Matrix keeps pushing forward. Your support lights the path and keeps the dream alive.
+#### 🚀 Pioneers
+Shoutout to our amazing Pioneer crew: **Szir777**, **Tigon**, **Noah M**, **USATechDude**, **Thom**, **SeraphOfSalem**, **Desert Viber**, **Tundra Everquill**, **Adam**, **Droolguy**, **Philip R.**, **ACTUALLY_the_Real_Willem_Dafoe**, and **takyamtom**! You help keep the gears turning and the magic flowing.
+
 ## v2.15.1
 ### Changed
 - Upgraded ComfyUI-Zluda and Stable Diffusion WebUI AMDGPU Forge packages to install and use HIP SDK 6.4.2
diff --git a/Directory.Build.props b/Directory.Build.props
index 3bca99c42..fdafc871e 100644
--- a/Directory.Build.props
+++ b/Directory.Build.props
@@ -10,7 +10,7 @@
     </PropertyGroup>
     
     <PropertyGroup>
-        <AvaloniaVersion>11.3.2</AvaloniaVersion>
+        <AvaloniaVersion>11.3.7</AvaloniaVersion>
     </PropertyGroup>
     
     <PropertyGroup>
diff --git a/StabilityMatrix.Avalonia/Views/CivitDetailsPage.axaml b/StabilityMatrix.Avalonia/Views/CivitDetailsPage.axaml
index a8720b76d..37a373b6e 100644
--- a/StabilityMatrix.Avalonia/Views/CivitDetailsPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/CivitDetailsPage.axaml
@@ -128,10 +128,7 @@
             Margin="0,8,0,0"
             ItemsSource="{Binding CivitModel.Tags}">
             <ItemsRepeater.Layout>
-                <WrapLayout
-                    HorizontalSpacing="4"
-                    Orientation="Horizontal"
-                    VerticalSpacing="4" />
+                <StackLayout Orientation="Horizontal" Spacing="4" />
             </ItemsRepeater.Layout>
             <ItemsRepeater.ItemTemplate>
                 <DataTemplate>
diff --git a/StabilityMatrix.Core/Models/Api/Comfy/ComfyInputInfo.cs b/StabilityMatrix.Core/Models/Api/Comfy/ComfyInputInfo.cs
index fd56fb6f4..450c0a02d 100644
--- a/StabilityMatrix.Core/Models/Api/Comfy/ComfyInputInfo.cs
+++ b/StabilityMatrix.Core/Models/Api/Comfy/ComfyInputInfo.cs
@@ -18,9 +18,23 @@ public class ComfyInputInfo
 
         // value usually is a [["a", "b"]] array
         // but can also be [["a", "b"], {"x": "y"}] array
+        // or sometimes ["COMBO", {"options": ["a", "b"]}] array
 
         var outerArray = value?.Deserialize<JsonArray>();
 
+        if (
+            outerArray?.Count > 1
+            && outerArray.FirstOrDefault() is JsonValue jsonValue
+            && jsonValue.ToString().Equals("COMBO")
+        )
+        {
+            var options = outerArray[1]?["options"];
+            if (options is JsonArray optionsArray)
+            {
+                return optionsArray.Deserialize<List<string>>();
+            }
+        }
+
         if (outerArray?.FirstOrDefault() is not { } innerNode)
         {
             return null;
diff --git a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
index 504e3392f..4c5982aeb 100644
--- a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
+++ b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
@@ -363,6 +363,7 @@ public override async Task InstallPackage(
                 RequirementsFilePaths = ["requirements.txt"],
                 ExtraPipArgs = ["numpy<2"],
                 SkipTorchInstall = true,
+                PostInstallPipArgs = ["typing-extensions>=4.15.0"],
             };
             await StandardPipInstallProcessAsync(
                     venvRunner,
@@ -415,6 +416,7 @@ _ when gfxArch.StartsWith("gfx120") => "https://rocm.nightlies.amd.com/v2/gfx120
                 CudaIndex = isLegacyNvidia ? "cu126" : "cu128",
                 RocmIndex = "rocm6.4",
                 UpgradePackages = true,
+                PostInstallPipArgs = ["typing-extensions>=4.15.0"],
             };
 
             await StandardPipInstallProcessAsync(
diff --git a/StabilityMatrix.Core/Models/Packages/FramePack.cs b/StabilityMatrix.Core/Models/Packages/FramePack.cs
index b362f0281..c80ed2ebd 100644
--- a/StabilityMatrix.Core/Models/Packages/FramePack.cs
+++ b/StabilityMatrix.Core/Models/Packages/FramePack.cs
@@ -108,7 +108,7 @@ public override async Task InstallPackage(
         var extraArgs = new List<string>();
         if (isNewerNvidia)
         {
-            extraArgs.Add("triton-windows");
+            extraArgs.Add(Compat.IsWindows ? "triton-windows" : "triton");
         }
 
         var config = new PipInstallConfig

From 84e39eaf35076378e0b29ae77f9701a873c685c1 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Tue, 14 Oct 2025 13:27:18 -0700
Subject: [PATCH 014/218] Update civit account api for changes

---
 .../Services/AccountsService.cs               | 55 +++++++++++++++----
 StabilityMatrix.Core/Api/ICivitTRPCApi.cs     | 16 +++++-
 .../Api/CivitTRPC/CivitUserAccountResponse.cs | 25 +++++++++
 3 files changed, 83 insertions(+), 13 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Services/AccountsService.cs b/StabilityMatrix.Avalonia/Services/AccountsService.cs
index 4bd4a61e3..7e38cb517 100644
--- a/StabilityMatrix.Avalonia/Services/AccountsService.cs
+++ b/StabilityMatrix.Avalonia/Services/AccountsService.cs
@@ -172,8 +172,10 @@ public async Task CivitLoginAsync(string apiToken)
         var secrets = await secretsManager.SafeLoadAsync();
 
         // Get id first using the api token
-        var userAccount = await civitTRPCApi.GetUserAccountDefault(apiToken);
-        var id = userAccount.Result.Data.Json.Id;
+        var userAccount = await civitTRPCApi.GetUserAccount(bearerToken: apiToken);
+        var id =
+            userAccount.InnerJson?.Id
+            ?? throw new InvalidOperationException("GetUserAccount did not contain an id");
 
         // Then get the username using the id
         var account = await civitTRPCApi.GetUserById(new CivitGetUserByIdRequest { Id = id }, apiToken);
@@ -241,7 +243,7 @@ secrets.LykosAccountV2 is not null
                     {
                         IsConnected = true,
                         Principal = principal,
-                        User = user
+                        User = user,
                     }
                 );
 
@@ -282,27 +284,55 @@ private async Task RefreshHuggingFaceAsync(Secrets secrets)
                 if (response.IsSuccessStatusCode && response.Content != null)
                 {
                     // Token is valid, user info fetched
-                    logger.LogInformation("Hugging Face token is valid. User: {Username}", response.Content.Name);
-                    OnHuggingFaceAccountStatusUpdate(new HuggingFaceAccountStatusUpdateEventArgs(true, response.Content.Name));
+                    logger.LogInformation(
+                        "Hugging Face token is valid. User: {Username}",
+                        response.Content.Name
+                    );
+                    OnHuggingFaceAccountStatusUpdate(
+                        new HuggingFaceAccountStatusUpdateEventArgs(true, response.Content.Name)
+                    );
                 }
                 else
                 {
                     // Token is likely invalid or other API error
-                    logger.LogWarning("Hugging Face token validation failed. Status: {StatusCode}, Error: {Error}, Content: {Content}", response.StatusCode, response.Error?.ToString(), await response.Error?.GetContentAsAsync<string>() ?? "N/A");
-                    OnHuggingFaceAccountStatusUpdate(new HuggingFaceAccountStatusUpdateEventArgs(false, null, $"Token validation failed: {response.StatusCode}"));
+                    logger.LogWarning(
+                        "Hugging Face token validation failed. Status: {StatusCode}, Error: {Error}, Content: {Content}",
+                        response.StatusCode,
+                        response.Error?.ToString(),
+                        await response.Error?.GetContentAsAsync<string>() ?? "N/A"
+                    );
+                    OnHuggingFaceAccountStatusUpdate(
+                        new HuggingFaceAccountStatusUpdateEventArgs(
+                            false,
+                            null,
+                            $"Token validation failed: {response.StatusCode}"
+                        )
+                    );
                 }
             }
             catch (ApiException apiEx)
             {
                 // Handle Refit's ApiException (network issues, non-success status codes not caught by IsSuccessStatusCode if IApiResponse isn't used directly)
-                logger.LogError(apiEx, "Hugging Face API request failed during token validation. Content: {Content}", await apiEx.GetContentAsAsync<string>() ?? "N/A");
-                OnHuggingFaceAccountStatusUpdate(new HuggingFaceAccountStatusUpdateEventArgs(false, null, "API request failed during token validation."));
+                logger.LogError(
+                    apiEx,
+                    "Hugging Face API request failed during token validation. Content: {Content}",
+                    await apiEx.GetContentAsAsync<string>() ?? "N/A"
+                );
+                OnHuggingFaceAccountStatusUpdate(
+                    new HuggingFaceAccountStatusUpdateEventArgs(
+                        false,
+                        null,
+                        "API request failed during token validation."
+                    )
+                );
             }
             catch (Exception ex)
             {
                 // Handle other unexpected errors
                 logger.LogError(ex, "An unexpected error occurred during Hugging Face token validation.");
-                OnHuggingFaceAccountStatusUpdate(new HuggingFaceAccountStatusUpdateEventArgs(false, null, "An unexpected error occurred."));
+                OnHuggingFaceAccountStatusUpdate(
+                    new HuggingFaceAccountStatusUpdateEventArgs(false, null, "An unexpected error occurred.")
+                );
             }
         }
         else
@@ -390,7 +420,10 @@ private void OnHuggingFaceAccountStatusUpdate(HuggingFaceAccountStatusUpdateEven
         else if (e.IsConnected && HuggingFaceStatus?.IsConnected == false)
         {
             // Assuming Username might be null for now as we are not fetching it.
-            logger.LogInformation("Hugging Face account connected" + (string.IsNullOrWhiteSpace(e.Username) ? "" : $" (User: {e.Username})"));
+            logger.LogInformation(
+                "Hugging Face account connected"
+                    + (string.IsNullOrWhiteSpace(e.Username) ? "" : $" (User: {e.Username})")
+            );
         }
         else if (!e.IsConnected && !string.IsNullOrWhiteSpace(e.ErrorMessage))
         {
diff --git a/StabilityMatrix.Core/Api/ICivitTRPCApi.cs b/StabilityMatrix.Core/Api/ICivitTRPCApi.cs
index 8d51f6f1a..548d47364 100644
--- a/StabilityMatrix.Core/Api/ICivitTRPCApi.cs
+++ b/StabilityMatrix.Core/Api/ICivitTRPCApi.cs
@@ -20,13 +20,25 @@ Task<CivitUserProfileResponse> GetUserProfile(
 
     [QueryUriFormat(UriFormat.UriEscaped)]
     [Get("/api/trpc/buzz.getUserAccount")]
-    Task<CivitTrpcResponse<CivitUserAccountResponse>> GetUserAccount(
+    Task<CivitTrpcArrayResponse<CivitUserAccountResponse>> GetUserAccount(
         [Query] string input,
         [Authorize] string bearerToken,
         CancellationToken cancellationToken = default
     );
 
-    Task<CivitTrpcResponse<CivitUserAccountResponse>> GetUserAccountDefault(
+    [QueryUriFormat(UriFormat.UriEscaped)]
+    [Get("/api/trpc/buzz.getUserAccount")]
+    Task<CivitTrpcArrayResponse<CivitUserAccountResponse>> GetUserAccount(
+        [Authorize] string bearerToken,
+        CancellationToken cancellationToken = default
+    );
+
+    /// <summary>
+    /// Calls <see cref="GetUserAccount(string, string, CancellationToken)"/> with default JSON input.
+    /// Not required and returns 401 since Oct 2025 since civit changes.
+    /// Mainly just use <see cref="GetUserAccount(string, CancellationToken)"/> instead.
+    /// </summary>
+    Task<CivitTrpcArrayResponse<CivitUserAccountResponse>> GetUserAccountDefault(
         string bearerToken,
         CancellationToken cancellationToken = default
     )
diff --git a/StabilityMatrix.Core/Models/Api/CivitTRPC/CivitUserAccountResponse.cs b/StabilityMatrix.Core/Models/Api/CivitTRPC/CivitUserAccountResponse.cs
index 3fffd4dca..6a9410d78 100644
--- a/StabilityMatrix.Core/Models/Api/CivitTRPC/CivitUserAccountResponse.cs
+++ b/StabilityMatrix.Core/Models/Api/CivitTRPC/CivitUserAccountResponse.cs
@@ -21,3 +21,28 @@ public record CivitTrpcResponseDataJson<TJson>
         public required TJson Json { get; set; }
     }
 }
+
+/// <summary>
+/// Like CivitTrpcResponse, but wrapped as the first item of an array.
+/// </summary>
+/// <typeparam name="T"></typeparam>
+public record CivitTrpcArrayResponse<T>
+{
+    [JsonPropertyName("result")]
+    public required CivitTrpcResponseData<T> Result { get; set; }
+
+    [JsonIgnore]
+    public T? InnerJson => Result.Data.Json.FirstOrDefault();
+
+    public record CivitTrpcResponseData<TData>
+    {
+        [JsonPropertyName("data")]
+        public required CivitTrpcResponseDataJson<TData> Data { get; set; }
+    }
+
+    public record CivitTrpcResponseDataJson<TJson>
+    {
+        [JsonPropertyName("Json")]
+        public required List<TJson> Json { get; set; }
+    }
+}

From 7df8e72e37e43b4ea8a13a0c7137bf22530e3d37 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Tue, 14 Oct 2025 13:27:30 -0700
Subject: [PATCH 015/218] changelog

---
 CHANGELOG.md | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 6422762af..fecfdc955 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,10 @@ All notable changes to Stability Matrix will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2.0.0.html).
 
+## v2.15.3
+### Fixed
+- Fixed Civitai account 401 error when connecting accounts, updated for new API changes
+
 ## v2.15.2
 ### Changed
 - Updated Avalonia to 11.3.7

From c3db7e5e77f3a19126251d52a39be63ee8af3ec2 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Tue, 14 Oct 2025 13:29:27 -0700
Subject: [PATCH 016/218] version bump

---
 StabilityMatrix.Avalonia/StabilityMatrix.Avalonia.csproj | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/StabilityMatrix.Avalonia/StabilityMatrix.Avalonia.csproj b/StabilityMatrix.Avalonia/StabilityMatrix.Avalonia.csproj
index dda31a288..b07d45eed 100644
--- a/StabilityMatrix.Avalonia/StabilityMatrix.Avalonia.csproj
+++ b/StabilityMatrix.Avalonia/StabilityMatrix.Avalonia.csproj
@@ -7,7 +7,7 @@
         <BuiltInComInteropSupport>true</BuiltInComInteropSupport>
         <AvaloniaUseCompiledBindingsByDefault>true</AvaloniaUseCompiledBindingsByDefault>
         <ApplicationIcon>./Assets/Icon.ico</ApplicationIcon>
-        <Version>2.15.0-dev.999</Version>
+        <Version>2.16.0-dev.999</Version>
         <InformationalVersion>$(Version)</InformationalVersion>
         <EnableWindowsTargeting>true</EnableWindowsTargeting>
         <AllowUnsafeBlocks>true</AllowUnsafeBlocks>

From 30f17a8ef4172743976793fd0ea7dc55e75b5c04 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Tue, 14 Oct 2025 13:36:22 -0700
Subject: [PATCH 017/218] add issue

---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index fecfdc955..e5b84d8b8 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,7 +7,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 
 ## v2.15.3
 ### Fixed
-- Fixed Civitai account 401 error when connecting accounts, updated for new API changes
+- Fixed [#1424](https://github.com/LykosAI/StabilityMatrix/issues/1424) - Civitai account 401 error when connecting accounts, updated for new API changes
 
 ## v2.15.2
 ### Changed

From f62edcc7499094112117de8b68676d806ff979f6 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 19 Oct 2025 00:49:11 -0700
Subject: [PATCH 018/218] Comfy-zluda fixes, use launch scripts for swarm,
 possibly fix some threading issues in a couple components, and fix wrong
 destination file name when moving duplicates for model sharing

---
 CHANGELOG.md                                  |  7 ++
 .../Helpers/UnixPrerequisiteHelper.cs         | 64 +++++++++++++++++++
 .../Helpers/WindowsPrerequisiteHelper.cs      | 63 ++++++++++++++++++
 .../Dialogs/PythonPackagesViewModel.cs        | 14 ++--
 .../Inference/IImageGalleryComponent.cs       | 20 ++++--
 StabilityMatrix.Core/Helper/FileTransfers.cs  | 15 +++--
 .../Helper/IPrerequisiteHelper.cs             |  1 +
 .../Models/Packages/ComfyZluda.cs             |  9 ++-
 .../Models/Packages/InvokeAI.cs               |  2 +-
 .../Models/Packages/StableSwarm.cs            | 28 ++++----
 10 files changed, 190 insertions(+), 33 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index e5b84d8b8..5f80ec313 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -6,7 +6,14 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2.0.0.html).
 
 ## v2.15.3
+### Changed
+- Updated fallback rocm index for InvokeAI to rocm6.3
+- Updated SwarmUI to launch via the launch script for better compatibility
 ### Fixed
+- Fixed cuDNN frontend error on ComfyUI-Zluda startup (thanks @neural_fault!)
+- Maybe finally actually fixed threading issue with the Python Packages dialog search box for real this time? (may fix [#1392](https://github.com/LykosAI/StabilityMatrix/issues/1392))
+- Fixed potential install failures when moving duplicate files into shared model folders (may fix [#1393](https://github.com/LykosAI/StabilityMatrix/issues/1393))
+- Fixed potential threading issues with the Inference image gallery (may fix [#1408](https://github.com/LykosAI/StabilityMatrix/issues/1408))
 - Fixed [#1424](https://github.com/LykosAI/StabilityMatrix/issues/1424) - Civitai account 401 error when connecting accounts, updated for new API changes
 
 ## v2.15.2
diff --git a/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs b/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs
index d3369988a..b70175ee2 100644
--- a/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs
+++ b/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs
@@ -12,6 +12,7 @@
 using StabilityMatrix.Avalonia.Languages;
 using StabilityMatrix.Core.Exceptions;
 using StabilityMatrix.Core.Helper;
+using StabilityMatrix.Core.Helper.HardwareInfo;
 using StabilityMatrix.Core.Models;
 using StabilityMatrix.Core.Models.FileInterfaces;
 using StabilityMatrix.Core.Models.Packages;
@@ -696,6 +697,69 @@ public async Task InstallUvIfNecessary(IProgress<ProgressReport>? progress = nul
         File.Delete(UvDownloadPath);
     }
 
+    public string? GetGfxArchFromAmdGpuName()
+    {
+        var gpu =
+            settingsManager.Settings.PreferredGpu
+            ?? HardwareHelper.IterGpuInfo().FirstOrDefault(x => x is { Name: not null, IsAmd: true });
+
+        if (gpu?.Name is null || !gpu.IsAmd)
+            return null;
+
+        // Normalize for safer substring checks (handles RX7800 vs RX 7800, etc.)
+        var name = gpu.Name;
+        var nameNoSpaces = name.Replace(" ", "", StringComparison.Ordinal);
+
+        return name switch
+        {
+            // RDNA4
+            _ when Has("9060") || Has("9070") => "gfx1201",
+
+            // RDNA3.5 APUs
+            _ when Has("860M") => "gfx1152",
+            _ when Has("890M") => "gfx1150",
+            _ when Has("8040S") || Has("8050S") || Has("8060S") || Has("880M") || Has("Z2 Extreme") =>
+                "gfx1151",
+
+            // RDNA3 APUs (Phoenix)
+            _ when Has("740M") || Has("760M") || Has("780M") || Has("Z1") || Has("Z2") => "gfx1103",
+
+            // RDNA3 dGPU Navi33
+            _ when Has("7400") || Has("7500") || Has("7600") || Has("7650") || Has("7700S") => "gfx1102",
+
+            // RDNA3 dGPU Navi32
+            _ when Has("7700") || Has("RX 7800") || HasNoSpace("RX7800") => "gfx1101",
+
+            // RDNA3 dGPU Navi31 (incl. Pro)
+            _ when Has("W7800") || Has("7900") || Has("7950") || Has("7990") => "gfx1100",
+
+            // RDNA2 APUs (Rembrandt)
+            _ when Has("660M") || Has("680M") => "gfx1035",
+
+            // RDNA2 Navi24 low-end (incl. some mobiles)
+            _ when Has("6300") || Has("6400") || Has("6450") || Has("6500") || Has("6550") || Has("6500M") =>
+                "gfx1034",
+
+            // RDNA2 Navi23
+            _ when Has("6600") || Has("6650") || Has("6700S") || Has("6800S") || Has("6600M") => "gfx1032",
+
+            // RDNA2 Navi22 (note: desktop 6800 is NOT here; that’s Navi21/gfx1030)
+            _ when Has("6700") || Has("6750") || Has("6800M") || Has("6850M") => "gfx1031",
+
+            // RDNA2 Navi21 (big die)
+            _ when Has("6800") || Has("6900") || Has("6950") => "gfx1030",
+
+            _ => null,
+        };
+
+        bool HasNoSpace(string s) =>
+            nameNoSpaces.Contains(
+                s.Replace(" ", "", StringComparison.Ordinal),
+                StringComparison.OrdinalIgnoreCase
+            );
+        bool Has(string s) => name.Contains(s, StringComparison.OrdinalIgnoreCase);
+    }
+
     private async Task DownloadAndExtractPrerequisite(
         IProgress<ProgressReport>? progress,
         string downloadUrl,
diff --git a/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs b/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
index ed16218c1..db647119f 100644
--- a/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
+++ b/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
@@ -921,6 +921,69 @@ public async Task AddMissingLibsToVenv(
         // await downloadPath.DeleteAsync();
     }
 
+    public string? GetGfxArchFromAmdGpuName()
+    {
+        var gpu =
+            settingsManager.Settings.PreferredGpu
+            ?? HardwareHelper.IterGpuInfo().FirstOrDefault(x => x is { Name: not null, IsAmd: true });
+
+        if (gpu?.Name is null || !gpu.IsAmd)
+            return null;
+
+        // Normalize for safer substring checks (handles RX7800 vs RX 7800, etc.)
+        var name = gpu.Name;
+        var nameNoSpaces = name.Replace(" ", "", StringComparison.Ordinal);
+
+        return name switch
+        {
+            // RDNA4
+            _ when Has("9060") || Has("9070") => "gfx1201",
+
+            // RDNA3.5 APUs
+            _ when Has("860M") => "gfx1152",
+            _ when Has("890M") => "gfx1150",
+            _ when Has("8040S") || Has("8050S") || Has("8060S") || Has("880M") || Has("Z2 Extreme") =>
+                "gfx1151",
+
+            // RDNA3 APUs (Phoenix)
+            _ when Has("740M") || Has("760M") || Has("780M") || Has("Z1") || Has("Z2") => "gfx1103",
+
+            // RDNA3 dGPU Navi33
+            _ when Has("7400") || Has("7500") || Has("7600") || Has("7650") || Has("7700S") => "gfx1102",
+
+            // RDNA3 dGPU Navi32
+            _ when Has("7700") || Has("RX 7800") || HasNoSpace("RX7800") => "gfx1101",
+
+            // RDNA3 dGPU Navi31 (incl. Pro)
+            _ when Has("W7800") || Has("7900") || Has("7950") || Has("7990") => "gfx1100",
+
+            // RDNA2 APUs (Rembrandt)
+            _ when Has("660M") || Has("680M") => "gfx1035",
+
+            // RDNA2 Navi24 low-end (incl. some mobiles)
+            _ when Has("6300") || Has("6400") || Has("6450") || Has("6500") || Has("6550") || Has("6500M") =>
+                "gfx1034",
+
+            // RDNA2 Navi23
+            _ when Has("6600") || Has("6650") || Has("6700S") || Has("6800S") || Has("6600M") => "gfx1032",
+
+            // RDNA2 Navi22 (note: desktop 6800 is NOT here; that’s Navi21/gfx1030)
+            _ when Has("6700") || Has("6750") || Has("6800M") || Has("6850M") => "gfx1031",
+
+            // RDNA2 Navi21 (big die)
+            _ when Has("6800") || Has("6900") || Has("6950") => "gfx1030",
+
+            _ => null,
+        };
+
+        bool HasNoSpace(string s) =>
+            nameNoSpaces.Contains(
+                s.Replace(" ", "", StringComparison.Ordinal),
+                StringComparison.OrdinalIgnoreCase
+            );
+        bool Has(string s) => name.Contains(s, StringComparison.OrdinalIgnoreCase);
+    }
+
     private async Task DownloadAndExtractPrerequisite(
         IProgress<ProgressReport>? progress,
         string downloadUrl,
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/PythonPackagesViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/PythonPackagesViewModel.cs
index 81bf8e256..3d19f6a2a 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/PythonPackagesViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/PythonPackagesViewModel.cs
@@ -68,6 +68,7 @@ private void PostConstruct()
         var searchPredicate = this.WhenPropertyChanged(vm => vm.SearchQuery)
             .Throttle(TimeSpan.FromMilliseconds(100))
             .DistinctUntilChanged()
+            .ObserveOn(SynchronizationContext.Current!)
             .Select(value =>
             {
                 if (string.IsNullOrWhiteSpace(value.Value))
@@ -86,8 +87,8 @@ private void PostConstruct()
             .Filter(searchPredicate)
             .Transform(p => new PythonPackagesItemViewModel(settingsManager) { Package = p })
             .SortBy(vm => vm.Package.Name)
-            .Bind(Packages)
             .ObserveOn(SynchronizationContext.Current!)
+            .Bind(Packages)
             .Subscribe();
     }
 
@@ -120,10 +121,14 @@ await pyInstallationManager.GetInstallationAsync(
 
                 var packages = await venvRunner.PipList();
 
-                packageSource.EditDiff(packages);
+                Dispatcher.UIThread.Post(() =>
+                {
+                    var currentName = SelectedPackage?.Package.Name;
+                    SelectedPackage = null;
 
-                // Delay a bit to prevent thread issues with UI list
-                await Task.Delay(100);
+                    packageSource.EditDiff(packages);
+                    SelectedPackage = Packages.FirstOrDefault(p => p.Package.Name == currentName);
+                });
             }
         }
         finally
@@ -155,6 +160,7 @@ await pyInstallationManager.GetInstallationAsync(
         {
             // Backup selected package
             var currentPackageName = SelectedPackage?.Package.Name;
+            SelectedPackage = null;
 
             packageSource.EditDiff(packages);
 
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/IImageGalleryComponent.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/IImageGalleryComponent.cs
index 65f9fa0a8..7aefa10b3 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/IImageGalleryComponent.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/IImageGalleryComponent.cs
@@ -1,4 +1,5 @@
 using System.Linq;
+using Avalonia.Threading;
 using StabilityMatrix.Avalonia.Models;
 
 namespace StabilityMatrix.Avalonia.ViewModels.Inference;
@@ -12,13 +13,20 @@ public interface IImageGalleryComponent
     /// </summary>
     public void LoadImagesToGallery(params ImageSource[] imageSources)
     {
-        ImageGalleryCardViewModel.ImageSources.Clear();
-
-        foreach (var imageSource in imageSources)
+        Dispatcher.UIThread.Post(() =>
         {
-            ImageGalleryCardViewModel.ImageSources.Add(imageSource);
-        }
+            ImageGalleryCardViewModel.SelectedImage = null;
+            ImageGalleryCardViewModel.SelectedImageIndex = -1;
+
+            ImageGalleryCardViewModel.ImageSources.Clear();
+
+            foreach (var imageSource in imageSources)
+            {
+                ImageGalleryCardViewModel.ImageSources.Add(imageSource);
+            }
 
-        ImageGalleryCardViewModel.SelectedImage = imageSources.FirstOrDefault();
+            ImageGalleryCardViewModel.SelectedImageIndex = imageSources.Length > 0 ? 0 : -1;
+            ImageGalleryCardViewModel.SelectedImage = imageSources.FirstOrDefault();
+        });
     }
 }
diff --git a/StabilityMatrix.Core/Helper/FileTransfers.cs b/StabilityMatrix.Core/Helper/FileTransfers.cs
index 1f254e4d5..737260b87 100644
--- a/StabilityMatrix.Core/Helper/FileTransfers.cs
+++ b/StabilityMatrix.Core/Helper/FileTransfers.cs
@@ -24,7 +24,7 @@ public static ulong GetBufferSize(ulong totalBytes) =>
             < 100 * Size.MiB => 16 * Size.KiB,
             < 500 * Size.MiB => Size.MiB,
             < Size.GiB => 16 * Size.MiB,
-            _ => 32 * Size.MiB
+            _ => 32 * Size.MiB,
         };
 
     /// <summary>
@@ -234,12 +234,15 @@ public static async Task MoveFileAsync(
                 // append a number to the file name until it doesn't exist
                 for (var i = 0; i < 100; i++)
                 {
-                    if (!destinationFile.Exists)
+                    var destDir = destinationFile.Directory;
+                    var baseName = destinationFile.NameWithoutExtension;
+                    var ext = destinationFile.Extension;
+                    var candidate = destDir?.JoinFile($"{baseName} ({i}){ext}");
+                    if (candidate?.Exists is false)
+                    {
+                        destinationFile = candidate;
                         break;
-
-                    destinationFile = new FilePath(
-                        destinationFile.NameWithoutExtension + $" ({i})" + destinationFile.Extension
-                    );
+                    }
                 }
             }
             else if (!overwrite)
diff --git a/StabilityMatrix.Core/Helper/IPrerequisiteHelper.cs b/StabilityMatrix.Core/Helper/IPrerequisiteHelper.cs
index a99a525a2..27f15f7fd 100644
--- a/StabilityMatrix.Core/Helper/IPrerequisiteHelper.cs
+++ b/StabilityMatrix.Core/Helper/IPrerequisiteHelper.cs
@@ -297,4 +297,5 @@ Task AddMissingLibsToVenv(
     Task InstallPythonIfNecessary(PyVersion version, IProgress<ProgressReport>? progress = null);
     Task InstallVirtualenvIfNecessary(PyVersion version, IProgress<ProgressReport>? progress = null);
     Task InstallTkinterIfNecessary(PyVersion version, IProgress<ProgressReport>? progress = null);
+    string? GetGfxArchFromAmdGpuName();
 }
diff --git a/StabilityMatrix.Core/Models/Packages/ComfyZluda.cs b/StabilityMatrix.Core/Models/Packages/ComfyZluda.cs
index 9fbe88721..72911e1d7 100644
--- a/StabilityMatrix.Core/Models/Packages/ComfyZluda.cs
+++ b/StabilityMatrix.Core/Models/Packages/ComfyZluda.cs
@@ -201,7 +201,6 @@ private Dictionary<string, string> GetEnvVars(bool isInstall)
             ["HIP_PATH_64"] = hipPath,
             ["GIT"] = portableGitBin.JoinFile("git.exe"),
         };
-        envVars.Update(settingsManager.Settings.EnvironmentVariables);
 
         if (envVars.TryGetValue("PATH", out var pathValue))
         {
@@ -219,6 +218,14 @@ private Dictionary<string, string> GetEnvVars(bool isInstall)
         envVars["MIOPEN_FIND_MODE"] = "2";
         envVars["MIOPEN_LOG_LEVEL"] = "3";
 
+        var gfxArch = PrerequisiteHelper.GetGfxArchFromAmdGpuName();
+        if (!string.IsNullOrWhiteSpace(gfxArch))
+        {
+            envVars["TRITON_OVERRIDE_ARCH"] = gfxArch;
+        }
+
+        envVars.Update(settingsManager.Settings.EnvironmentVariables);
+
         return envVars;
     }
 }
diff --git a/StabilityMatrix.Core/Models/Packages/InvokeAI.cs b/StabilityMatrix.Core/Models/Packages/InvokeAI.cs
index d61b15c37..ed7ac4846 100644
--- a/StabilityMatrix.Core/Models/Packages/InvokeAI.cs
+++ b/StabilityMatrix.Core/Models/Packages/InvokeAI.cs
@@ -215,7 +215,7 @@ public override async Task InstallPackage(
             TorchIndex.Cpu when Compat.IsLinux => "https://download.pytorch.org/whl/cpu",
             TorchIndex.Cuda when isLegacyNvidiaGpu => "https://download.pytorch.org/whl/cu126",
             TorchIndex.Cuda => "https://download.pytorch.org/whl/cu128",
-            TorchIndex.Rocm => "https://download.pytorch.org/whl/rocm6.2.4",
+            TorchIndex.Rocm => "https://download.pytorch.org/whl/rocm6.3",
             _ => string.Empty,
         };
 
diff --git a/StabilityMatrix.Core/Models/Packages/StableSwarm.cs b/StabilityMatrix.Core/Models/Packages/StableSwarm.cs
index 5ccdc21f7..4ba902a7a 100644
--- a/StabilityMatrix.Core/Models/Packages/StableSwarm.cs
+++ b/StabilityMatrix.Core/Models/Packages/StableSwarm.cs
@@ -432,22 +432,20 @@ await Helper
             );
         }
 
-        var releaseFolder = Path.Combine(installLocation, "src", "bin", "live_release");
-        var dllName = "StableSwarmUI.dll";
-        if (File.Exists(Path.Combine(releaseFolder, "SwarmUI.dll")))
-        {
-            dllName = "SwarmUI.dll";
-        }
+        var launchScriptPath = Path.Combine(
+            installLocation,
+            Compat.IsWindows ? "launch-windows.bat"
+                : Compat.IsMacOS ? "launch-macos.sh"
+                : "launch-linux.sh"
+        );
 
-        dotnetProcess = await prerequisiteHelper
-            .RunDotnet(
-                args: [Path.Combine(releaseFolder, dllName), .. options.Arguments],
-                workingDirectory: installLocation,
-                envVars: aspEnvVars,
-                onProcessOutput: HandleConsoleOutput,
-                waitForExit: false
-            )
-            .ConfigureAwait(false);
+        dotnetProcess = ProcessRunner.StartAnsiProcess(
+            launchScriptPath,
+            options.Arguments,
+            installLocation,
+            HandleConsoleOutput,
+            aspEnvVars
+        );
     }
 
     public override async Task<bool> CheckForUpdates(InstalledPackage package)

From 4fe67e57ae2b5940222abe03b0cd43efa8e9f482 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 19 Oct 2025 12:49:05 -0700
Subject: [PATCH 019/218] Add torch2.9/cu130 branch for sage install

---
 .../Models/PackageModification/InstallSageAttentionStep.cs   | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/StabilityMatrix.Core/Models/PackageModification/InstallSageAttentionStep.cs b/StabilityMatrix.Core/Models/PackageModification/InstallSageAttentionStep.cs
index 723f1afba..6577d2208 100644
--- a/StabilityMatrix.Core/Models/PackageModification/InstallSageAttentionStep.cs
+++ b/StabilityMatrix.Core/Models/PackageModification/InstallSageAttentionStep.cs
@@ -94,6 +94,11 @@ await pyInstallationManager.GetInstallationAsync(pyVersion).ConfigureAwait(false
             sageWheelUrl =
                 "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post3/sageattention-2.2.0+cu128torch2.9.0.post3-cp39-abi3-win_amd64.whl";
         }
+        else if (torchInfo.Version.Contains("2.9.0") && torchInfo.Version.Contains("cu130"))
+        {
+            sageWheelUrl =
+                "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post3/sageattention-2.2.0+cu130torch2.9.0.post3-cp39-abi3-win_amd64.whl";
+        }
 
         var pipArgs = new PipInstallArgs("triton-windows");
 

From c1a362033b95d031a8598c2be245c983b7ae1da1 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 19 Oct 2025 18:04:37 -0700
Subject: [PATCH 020/218] shoutout chagenlog

---
 CHANGELOG.md | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 5f80ec313..964c766d7 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -15,6 +15,12 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Fixed potential install failures when moving duplicate files into shared model folders (may fix [#1393](https://github.com/LykosAI/StabilityMatrix/issues/1393))
 - Fixed potential threading issues with the Inference image gallery (may fix [#1408](https://github.com/LykosAI/StabilityMatrix/issues/1408))
 - Fixed [#1424](https://github.com/LykosAI/StabilityMatrix/issues/1424) - Civitai account 401 error when connecting accounts, updated for new API changes
+### Supporters
+#### 🌟 Visionaries
+Our deepest gratitude to our Visionaries for their foundational support: **Waterclouds**, **JungleDragon**, **bluepopsicle**, **Bob S**, and **whudunit**! Your commitment allows us to focus on the essential work of squashing bugs and improving stability, ensuring a rock-solid experience for everyone.
+#### 🚀 Pioneers
+A huge thank you to our incredible Pioneers for keeping the project on track! Your support is vital for these important refinement updates. Thank you to **Szir777**, **Noah M**, **USATechDude**, **Thom**, **SeraphOfSalem**, **Desert Viber**, **Tundra Everquill**, **Adam**, **Droolguy**, **Philip R.**, **ACTUALLY_the_Real_Willem_Dafoe**, **takyamtom**, and a warm welcome to our newest Pioneer, **robek**!
+
 
 ## v2.15.2
 ### Changed

From 1aae05cef22276dc6631baa657de61700c5454dd Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 27 Oct 2025 17:58:38 -0700
Subject: [PATCH 021/218] Fix swarm missing dotnet env vars, update civitai
 early access indicators and error messages, and better error msg for
 onsite-gen-only models

---
 CHANGELOG.md                                  | 12 +++++-
 .../Helpers/UnixPrerequisiteHelper.cs         |  6 +--
 .../Helpers/WindowsPrerequisiteHelper.cs      | 36 ++++++++--------
 .../CivitAiBrowserViewModel.cs                |  3 ++
 .../CivitDetailsPageViewModel.cs              |  5 ++-
 .../Progress/ProgressManagerViewModel.cs      | 18 ++++++++
 .../Views/CivitDetailsPage.axaml              | 19 +++++---
 .../Helper/IPrerequisiteHelper.cs             |  1 +
 .../Models/Packages/BasePackage.cs            |  7 +--
 .../Models/Packages/ComfyUI.cs                | 43 +++++++++++++++++++
 .../Models/Packages/StableSwarm.cs            | 13 ++++--
 .../Services/DownloadService.cs               |  8 ++++
 12 files changed, 133 insertions(+), 38 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 964c766d7..cec4ea1af 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,7 +5,18 @@ All notable changes to Stability Matrix will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2.0.0.html).
 
+## v2.15.4
+### Changed
+- Updated Early Access indicators in the Civitai Details page to be more visible
+- Updated error message when attempting to download a website-generation-only model from Civitai
+### Fixed
+- Fixed [#1435](https://github.com/LykosAI/StabilityMatrix/issues/1435) - SwarmUI not launching due to missing dotnet
+- Fixed various install and Inference issues with ComfyUI-Zluda - big thanks to @neural_fault for the PRs!
+- Fixed sageattention version getting out of sync after torch updates in ComfyUI
+
 ## v2.15.3
+### Added
+- Added "Run Python Command" option to 3-dots menu for running commands inside the virtual environment
 ### Changed
 - Updated fallback rocm index for InvokeAI to rocm6.3
 - Updated SwarmUI to launch via the launch script for better compatibility
@@ -21,7 +32,6 @@ Our deepest gratitude to our Visionaries for their foundational support: **Water
 #### 🚀 Pioneers
 A huge thank you to our incredible Pioneers for keeping the project on track! Your support is vital for these important refinement updates. Thank you to **Szir777**, **Noah M**, **USATechDude**, **Thom**, **SeraphOfSalem**, **Desert Viber**, **Tundra Everquill**, **Adam**, **Droolguy**, **Philip R.**, **ACTUALLY_the_Real_Willem_Dafoe**, **takyamtom**, and a warm welcome to our newest Pioneer, **robek**!
 
-
 ## v2.15.2
 ### Changed
 - Updated Avalonia to 11.3.7
diff --git a/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs b/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs
index b70175ee2..bed6978bb 100644
--- a/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs
+++ b/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs
@@ -60,8 +60,6 @@ private bool IsPythonVersionInstalled(PyVersion version) =>
     private DirectoryPath NodeDir => AssetsDir.JoinDir("nodejs");
     private string NpmPath => Path.Combine(NodeDir, "bin", "npm");
     private bool IsNodeInstalled => File.Exists(NpmPath);
-
-    private DirectoryPath DotnetDir => AssetsDir.JoinDir("dotnet");
     private string DotnetPath => Path.Combine(DotnetDir, "dotnet");
     private string Dotnet7SdkExistsPath => Path.Combine(DotnetDir, "sdk", "7.0.405");
     private string Dotnet8SdkExistsPath => Path.Combine(DotnetDir, "sdk", "8.0.101");
@@ -77,13 +75,15 @@ private bool IsPythonVersionInstalled(PyVersion version) =>
     // Cached store of whether or not git is installed
     private bool? isGitInstalled;
 
+    private string ExpectedUvVersion => "0.8.4";
+
     public bool IsVcBuildToolsInstalled => false;
     public bool IsHipSdkInstalled => false;
     private string UvDownloadPath => Path.Combine(AssetsDir, "uv.tar.gz");
     private string UvExtractPath => Path.Combine(AssetsDir, "uv");
     public string UvExePath => Path.Combine(UvExtractPath, "uv");
     public bool IsUvInstalled => File.Exists(UvExePath);
-    private string ExpectedUvVersion => "0.8.4";
+    public DirectoryPath DotnetDir => AssetsDir.JoinDir("dotnet");
 
     // Helper method to get Python download URL for a specific version
     private RemoteResource GetPythonDownloadResource(PyVersion version)
diff --git a/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs b/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
index bf6b76f65..26c281ee2 100644
--- a/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
+++ b/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
@@ -93,10 +93,9 @@ private string GetPythonLibraryZipPath(PyVersion version) =>
     private string NodeDownloadPath => Path.Combine(AssetsDir, "nodejs.zip");
     private string Dotnet7DownloadPath => Path.Combine(AssetsDir, "dotnet-sdk-7.0.405-win-x64.zip");
     private string Dotnet8DownloadPath => Path.Combine(AssetsDir, "dotnet-sdk-8.0.101-win-x64.zip");
-    private string DotnetExtractPath => Path.Combine(AssetsDir, "dotnet");
-    private string DotnetExistsPath => Path.Combine(DotnetExtractPath, "dotnet.exe");
-    private string Dotnet7SdkExistsPath => Path.Combine(DotnetExtractPath, "sdk", "7.0.405");
-    private string Dotnet8SdkExistsPath => Path.Combine(DotnetExtractPath, "sdk", "8.0.101");
+    private string DotnetExistsPath => Path.Combine(DotnetDir, "dotnet.exe");
+    private string Dotnet7SdkExistsPath => Path.Combine(DotnetDir, "sdk", "7.0.405");
+    private string Dotnet8SdkExistsPath => Path.Combine(DotnetDir, "sdk", "8.0.101");
     private string VcBuildToolsDownloadPath => Path.Combine(AssetsDir, "vs_BuildTools.exe");
 
     private string VcBuildToolsExistsPath =>
@@ -121,6 +120,7 @@ private string GetPythonLibraryZipPath(PyVersion version) =>
     public string GitBinPath => Path.Combine(PortableGitInstallDir, "bin");
     public bool IsVcBuildToolsInstalled => Directory.Exists(VcBuildToolsExistsPath);
     public bool IsHipSdkInstalled => Directory.Exists(HipInstalledPath);
+    public DirectoryPath DotnetDir => Path.Combine(AssetsDir, "dotnet");
 
     // Check if a specific Python version is installed
     public bool IsPythonVersionInstalled(PyVersion version) => File.Exists(GetPythonDllPath(version));
@@ -740,7 +740,7 @@ await DownloadAndExtractPrerequisite(
                 progress,
                 Dotnet7DownloadUrl,
                 Dotnet7DownloadPath,
-                DotnetExtractPath
+                DotnetDir
             );
         }
 
@@ -750,7 +750,7 @@ await DownloadAndExtractPrerequisite(
                 progress,
                 Dotnet8DownloadUrl,
                 Dotnet8DownloadPath,
-                DotnetExtractPath
+                DotnetDir
             );
         }
     }
@@ -782,18 +782,18 @@ await downloadService.DownloadToFileAsync(
 
         var process = ProcessRunner.StartAnsiProcess(
             VcBuildToolsDownloadPath,
-            "--quiet --wait " +
-            "--add Microsoft.VisualStudio.Workload.VCTools " +
-            "--add Microsoft.VisualStudio.Component.VC.Tools.x86.x64 " +
-            "--add Microsoft.VisualStudio.Component.VC.CMake.Project " +
-            "--add Microsoft.VisualStudio.Component.VC.Llvm.Clang " +
-            "--add Microsoft.VisualStudio.ComponentGroup.NativeDesktop.Llvm.Clang " +
-            "--add Microsoft.VisualStudio.Component.Windows10SDK.18362 " +
-            "--add Microsoft.VisualStudio.Component.Windows10SDK.19041 " +
-            "--add Microsoft.VisualStudio.Component.Windows10SDK.20348 " +
-            "--add Microsoft.VisualStudio.Component.Windows11SDK.22000 " +
-            "--add Microsoft.VisualStudio.Component.Windows11SDK.22621 " +
-            "--add Microsoft.VisualStudio.Component.Windows11SDK.26100",
+            "--quiet --wait "
+                + "--add Microsoft.VisualStudio.Workload.VCTools "
+                + "--add Microsoft.VisualStudio.Component.VC.Tools.x86.x64 "
+                + "--add Microsoft.VisualStudio.Component.VC.CMake.Project "
+                + "--add Microsoft.VisualStudio.Component.VC.Llvm.Clang "
+                + "--add Microsoft.VisualStudio.ComponentGroup.NativeDesktop.Llvm.Clang "
+                + "--add Microsoft.VisualStudio.Component.Windows10SDK.18362 "
+                + "--add Microsoft.VisualStudio.Component.Windows10SDK.19041 "
+                + "--add Microsoft.VisualStudio.Component.Windows10SDK.20348 "
+                + "--add Microsoft.VisualStudio.Component.Windows11SDK.22000 "
+                + "--add Microsoft.VisualStudio.Component.Windows11SDK.22621 "
+                + "--add Microsoft.VisualStudio.Component.Windows11SDK.26100",
             outputDataReceived: output =>
                 progress?.Report(
                     new ProgressReport(
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs
index ecab4e7ba..0c60c7e4c 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs
@@ -359,6 +359,9 @@ protected override async Task OnInitialLoadedAsync()
 
     public override async Task OnLoadedAsync()
     {
+        if (Design.IsDesignMode)
+            return;
+
         var baseModels = await baseModelTypeService.GetBaseModelTypes(includeAllOption: false);
         baseModels = baseModels.Except(settingsManager.Settings.DisabledBaseModelTypes).ToList();
         if (baseModels.Count == 0)
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs
index c29c1dbce..d308160e8 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs
@@ -109,7 +109,8 @@ IModelImportService modelImportService
         nameof(LastUpdated),
         nameof(ShortSha256),
         nameof(BaseModelType),
-        nameof(ModelFileNameFormat)
+        nameof(ModelFileNameFormat),
+        nameof(IsEarlyAccess)
     )]
     public partial ModelVersionViewModel? SelectedVersion { get; set; }
 
@@ -169,6 +170,8 @@ IModelImportService modelImportService
 
     public string BaseModelType => SelectedVersion?.ModelVersion.BaseModel?.Trim() ?? string.Empty;
 
+    public bool IsEarlyAccess => SelectedVersion?.ModelVersion.IsEarlyAccess ?? false;
+
     public string CivitUrl => $@"https://civitai.com/models/{CivitModel.Id}";
 
     public int DescriptionRowSpan => string.IsNullOrWhiteSpace(ModelVersionDescription) ? 3 : 1;
diff --git a/StabilityMatrix.Avalonia/ViewModels/Progress/ProgressManagerViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Progress/ProgressManagerViewModel.cs
index 24d386a6a..bd932933f 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Progress/ProgressManagerViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Progress/ProgressManagerViewModel.cs
@@ -145,6 +145,24 @@ exception is HuggingFaceLoginRequiredException
                             ShowHuggingFaceLoginRequiredDialog();
                             return;
                         }
+                        else if (
+                            exception is CivitDownloadDisabledException
+                            || exception.InnerException is CivitDownloadDisabledException
+                        )
+                        {
+                            Dispatcher.UIThread.InvokeAsync(async () =>
+                                await notificationService.ShowPersistentAsync(
+                                    NotificationKey.Download_Failed,
+                                    new Notification
+                                    {
+                                        Title = "Download Disabled",
+                                        Body =
+                                            $"The creator of {e.FileName} has disabled downloads on this file",
+                                    }
+                                )
+                            );
+                            return;
+                        }
                     }
 
                     Dispatcher.UIThread.InvokeAsync(async () =>
diff --git a/StabilityMatrix.Avalonia/Views/CivitDetailsPage.axaml b/StabilityMatrix.Avalonia/Views/CivitDetailsPage.axaml
index 37a373b6e..15e73887e 100644
--- a/StabilityMatrix.Avalonia/Views/CivitDetailsPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/CivitDetailsPage.axaml
@@ -268,10 +268,9 @@
                                 Margin="0,2,8,0"
                                 HorizontalAlignment="Left"
                                 VerticalAlignment="Center"
-                                Foreground="Orange"
                                 IsVisible="{Binding ModelVersion.IsEarlyAccess}"
                                 ToolTip.Tip="Early Access"
-                                Value="fa-regular fa-credit-card" />
+                                Value="fa-solid fa-coins" />
                             <TextBlock
                                 Grid.Column="1"
                                 VerticalAlignment="Center"
@@ -395,10 +394,18 @@
                         Padding="12"
                         VerticalAlignment="Top">
                         <StackPanel Spacing="8">
-                            <TextBlock
-                                FontSize="20"
-                                FontWeight="Light"
-                                Text="{x:Static lang:Resources.Label_Details}" />
+                            <avalonia1:SpacedGrid ColumnDefinitions="*, *">
+                                <TextBlock
+                                    FontSize="20"
+                                    FontWeight="Light"
+                                    Text="{x:Static lang:Resources.Label_Details}" />
+                                <Label
+                                    Grid.Column="1"
+                                    Classes="Circle Solid Red"
+                                    Content="Early Access"
+                                    IsVisible="{Binding IsEarlyAccess}"
+                                    Theme="{StaticResource TagLabel}" />
+                            </avalonia1:SpacedGrid>
                             <Separator Margin="0" />
                             <avalonia1:SpacedGrid ColumnDefinitions="*,*" RowDefinitions="*,Auto,*,Auto,*,Auto,*,Auto,*">
                                 <TextBlock
diff --git a/StabilityMatrix.Core/Helper/IPrerequisiteHelper.cs b/StabilityMatrix.Core/Helper/IPrerequisiteHelper.cs
index 27f15f7fd..02c17638c 100644
--- a/StabilityMatrix.Core/Helper/IPrerequisiteHelper.cs
+++ b/StabilityMatrix.Core/Helper/IPrerequisiteHelper.cs
@@ -22,6 +22,7 @@ public interface IPrerequisiteHelper
     Task InstallUvIfNecessary(IProgress<ProgressReport>? progress = null);
     string UvExePath { get; }
     bool IsUvInstalled { get; }
+    DirectoryPath DotnetDir { get; }
     Task UnpackResourcesIfNecessary(IProgress<ProgressReport>? progress = null);
     Task InstallGitIfNecessary(IProgress<ProgressReport>? progress = null);
     Task InstallPythonIfNecessary(IProgress<ProgressReport>? progress = null);
diff --git a/StabilityMatrix.Core/Models/Packages/BasePackage.cs b/StabilityMatrix.Core/Models/Packages/BasePackage.cs
index 10779e8bb..155ae2887 100644
--- a/StabilityMatrix.Core/Models/Packages/BasePackage.cs
+++ b/StabilityMatrix.Core/Models/Packages/BasePackage.cs
@@ -298,12 +298,7 @@ public virtual TorchIndex GetRecommendedTorchVersion()
             : PackageVersionType.GithubRelease | PackageVersionType.Commit;
 
     public virtual IEnumerable<PackagePrerequisite> Prerequisites =>
-        [
-            PackagePrerequisite.Git,
-            PackagePrerequisite.Python310,
-            PackagePrerequisite.VcRedist,
-            PackagePrerequisite.VcBuildTools,
-        ];
+        [PackagePrerequisite.Git, PackagePrerequisite.Python310, PackagePrerequisite.VcRedist];
 
     public abstract Task<DownloadPackageVersionOptions?> GetUpdate(InstalledPackage installedPackage);
 
diff --git a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
index 4c5982aeb..a5b1ff2b4 100644
--- a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
+++ b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
@@ -431,6 +431,49 @@ await StandardPipInstallProcessAsync(
                 .ConfigureAwait(false);
         }
 
+        try
+        {
+            var sageVersion = await venvRunner.PipShow("sageattention").ConfigureAwait(false);
+            var torchVersion = await venvRunner.PipShow("torch").ConfigureAwait(false);
+
+            if (torchVersion is not null && sageVersion is not null)
+            {
+                var version = torchVersion.Version;
+                var plusPos = version.IndexOf('+');
+                var index = plusPos >= 0 ? version[(plusPos + 1)..] : string.Empty;
+                var versionWithoutIndex = plusPos >= 0 ? version[..plusPos] : string.Empty;
+
+                if (
+                    !sageVersion.Version.Contains(index) || !sageVersion.Version.Contains(versionWithoutIndex)
+                )
+                {
+                    progress?.Report(
+                        new ProgressReport(-1f, "Updating SageAttention...", isIndeterminate: true)
+                    );
+
+                    var step = new InstallSageAttentionStep(
+                        downloadService,
+                        prerequisiteHelper,
+                        pyInstallationManager
+                    )
+                    {
+                        InstalledPackage = installedPackage,
+                        IsBlackwellGpu =
+                            SettingsManager.Settings.PreferredGpu?.IsBlackwellGpu()
+                            ?? HardwareHelper.HasBlackwellGpu(),
+                        WorkingDirectory = installLocation,
+                        EnvironmentVariables = GetEnvVars(venvRunner.EnvironmentVariables),
+                    };
+
+                    await step.ExecuteAsync(progress).ConfigureAwait(false);
+                }
+            }
+        }
+        catch (Exception e)
+        {
+            Logger.Error(e, "Failed to verify/update SageAttention after installation");
+        }
+
         progress?.Report(new ProgressReport(1, "Install complete", isIndeterminate: false));
     }
 
diff --git a/StabilityMatrix.Core/Models/Packages/StableSwarm.cs b/StabilityMatrix.Core/Models/Packages/StableSwarm.cs
index 4ba902a7a..af83af171 100644
--- a/StabilityMatrix.Core/Models/Packages/StableSwarm.cs
+++ b/StabilityMatrix.Core/Models/Packages/StableSwarm.cs
@@ -375,23 +375,30 @@ public override async Task RunPackage(
     )
     {
         var portableGitBin = new DirectoryPath(PrerequisiteHelper.GitBinPath);
+        var dotnetDir = PrerequisiteHelper.DotnetDir;
         var aspEnvVars = new Dictionary<string, string>
         {
             ["ASPNETCORE_ENVIRONMENT"] = "Production",
             ["ASPNETCORE_URLS"] = "http://*:7801",
             ["GIT"] = portableGitBin.JoinFile("git.exe"),
+            ["DOTNET_ROOT"] = dotnetDir.FullPath,
         };
-        aspEnvVars.Update(settingsManager.Settings.EnvironmentVariables);
 
         if (aspEnvVars.TryGetValue("PATH", out var pathValue))
         {
-            aspEnvVars["PATH"] = Compat.GetEnvPathWithExtensions(portableGitBin, pathValue);
+            aspEnvVars["PATH"] = Compat.GetEnvPathWithExtensions(
+                dotnetDir.FullPath,
+                portableGitBin,
+                pathValue
+            );
         }
         else
         {
-            aspEnvVars["PATH"] = Compat.GetEnvPathWithExtensions(portableGitBin);
+            aspEnvVars["PATH"] = Compat.GetEnvPathWithExtensions(dotnetDir.FullPath, portableGitBin);
         }
 
+        aspEnvVars.Update(settingsManager.Settings.EnvironmentVariables);
+
         void HandleConsoleOutput(ProcessOutput s)
         {
             onConsoleOutput?.Invoke(s);
diff --git a/StabilityMatrix.Core/Services/DownloadService.cs b/StabilityMatrix.Core/Services/DownloadService.cs
index 5cf42d262..55426bac1 100644
--- a/StabilityMatrix.Core/Services/DownloadService.cs
+++ b/StabilityMatrix.Core/Services/DownloadService.cs
@@ -211,6 +211,14 @@ var delay in Backoff.DecorrelatedJitterBackoffV2(TimeSpan.FromMilliseconds(50),
                     ) == true
                 )
                 {
+                    var responseContent = await noRedirectResponse
+                        .Content.ReadAsStringAsync(cancellationToken)
+                        .ConfigureAwait(false);
+                    if (responseContent.Contains("The creator of this asset has disabled downloads"))
+                    {
+                        throw new CivitDownloadDisabledException();
+                    }
+
                     throw new CivitLoginRequiredException();
                 }
 

From 516cdfa08565fa93163b59d24967b0dcfc7af303 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 27 Oct 2025 18:06:09 -0700
Subject: [PATCH 022/218] shoutout chagenlog

---
 CHANGELOG.md | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index cec4ea1af..56c057305 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -13,6 +13,11 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Fixed [#1435](https://github.com/LykosAI/StabilityMatrix/issues/1435) - SwarmUI not launching due to missing dotnet
 - Fixed various install and Inference issues with ComfyUI-Zluda - big thanks to @neural_fault for the PRs!
 - Fixed sageattention version getting out of sync after torch updates in ComfyUI
+### Supporters
+#### 🌟 Visionaries
+Our heartfelt thanks to the driving force behind our progress, our Visionaries: **Waterclouds**, **JungleDragon**, **bluepopsicle**, **Bob S**, and **whudunit**! Your incredible support is the fuel that powers our development, allowing us to tackle bugs and push forward with confidence.
+#### 🚀 Pioneers
+A huge shoutout to our amazing Pioneers, who keep the momentum going strong! Thank you for being our trusted crew on this journey: **Szir777**, **Noah M**, **USATechDude**, **Thom**, **SeraphOfSalem**, **Desert Viber**, **Tundra Everquill**, **Adam**, **Droolguy**, **Philip R.**, **ACTUALLY_the_Real_Willem_Dafoe**, **takyamtom**, and **robek**!
 
 ## v2.15.3
 ### Added

From f94aafe621d5c9077bf74905e3afd924f1da1773 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 27 Oct 2025 18:06:38 -0700
Subject: [PATCH 023/218] Add missing exception class

---
 .../Exceptions/CivitDownloadDisabledException.cs               | 3 +++
 1 file changed, 3 insertions(+)
 create mode 100644 StabilityMatrix.Core/Exceptions/CivitDownloadDisabledException.cs

diff --git a/StabilityMatrix.Core/Exceptions/CivitDownloadDisabledException.cs b/StabilityMatrix.Core/Exceptions/CivitDownloadDisabledException.cs
new file mode 100644
index 000000000..025111d45
--- /dev/null
+++ b/StabilityMatrix.Core/Exceptions/CivitDownloadDisabledException.cs
@@ -0,0 +1,3 @@
+namespace StabilityMatrix.Core.Exceptions;
+
+public class CivitDownloadDisabledException : UnauthorizedAccessException;

From d6022d3645d303ffa12aa3b8ad82b2267810e46d Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 27 Oct 2025 18:09:34 -0700
Subject: [PATCH 024/218] Remove rogue chagenlog entry from 2.15.3

---
 CHANGELOG.md | 2 --
 1 file changed, 2 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 56c057305..dc701b7b7 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -20,8 +20,6 @@ Our heartfelt thanks to the driving force behind our progress, our Visionaries:
 A huge shoutout to our amazing Pioneers, who keep the momentum going strong! Thank you for being our trusted crew on this journey: **Szir777**, **Noah M**, **USATechDude**, **Thom**, **SeraphOfSalem**, **Desert Viber**, **Tundra Everquill**, **Adam**, **Droolguy**, **Philip R.**, **ACTUALLY_the_Real_Willem_Dafoe**, **takyamtom**, and **robek**!
 
 ## v2.15.3
-### Added
-- Added "Run Python Command" option to 3-dots menu for running commands inside the virtual environment
 ### Changed
 - Updated fallback rocm index for InvokeAI to rocm6.3
 - Updated SwarmUI to launch via the launch script for better compatibility

From 714d42469f546747c42a90b84b784acc6df15ed3 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 29 Oct 2025 20:31:58 -0700
Subject: [PATCH 025/218] Only look at uv-managed pythons, update nunchaku
 version, and finally added python version selector to package import dialog

---
 CHANGELOG.md                                  |   3 +
 .../Dialogs/PackageImportViewModel.cs         |  68 ++++++++---
 .../Views/Dialogs/PackageImportDialog.axaml   | 106 +++++++++++++-----
 StabilityMatrix.Core/Helper/Utilities.cs      |  81 +++++++++++++
 .../InstallNunchakuStep.cs                    |   6 +-
 StabilityMatrix.Core/Python/UvManager.cs      |   2 +-
 6 files changed, 216 insertions(+), 50 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index dc701b7b7..56ab8d95e 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,10 +9,13 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 ### Changed
 - Updated Early Access indicators in the Civitai Details page to be more visible
 - Updated error message when attempting to download a website-generation-only model from Civitai
+- Updated nunchaku installer to 1.0.2
+- Updated Package Import dialog to have Python version selector
 ### Fixed
 - Fixed [#1435](https://github.com/LykosAI/StabilityMatrix/issues/1435) - SwarmUI not launching due to missing dotnet
 - Fixed various install and Inference issues with ComfyUI-Zluda - big thanks to @neural_fault for the PRs!
 - Fixed sageattention version getting out of sync after torch updates in ComfyUI
+- Potentially fixed issue where uv-managed Python versions would not appear in the version selector
 ### Supporters
 #### 🌟 Visionaries
 Our heartfelt thanks to the driving force behind our progress, our Visionaries: **Waterclouds**, **JungleDragon**, **bluepopsicle**, **Bob S**, and **whudunit**! Your incredible support is the fuel that powers our development, allowing us to tackle bugs and push forward with confidence.
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/PackageImportViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/PackageImportViewModel.cs
index cd4430bfb..668080724 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/PackageImportViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/PackageImportViewModel.cs
@@ -14,6 +14,7 @@
 using StabilityMatrix.Avalonia.ViewModels.Base;
 using StabilityMatrix.Avalonia.Views.Dialogs;
 using StabilityMatrix.Core.Attributes;
+using StabilityMatrix.Core.Helper;
 using StabilityMatrix.Core.Helper.Factory;
 using StabilityMatrix.Core.Models;
 using StabilityMatrix.Core.Models.Database;
@@ -27,12 +28,14 @@ namespace StabilityMatrix.Avalonia.ViewModels.Dialogs;
 [View(typeof(PackageImportDialog))]
 [ManagedService]
 [RegisterTransient<PackageImportViewModel>]
-public partial class PackageImportViewModel : ContentDialogViewModelBase
+public partial class PackageImportViewModel(
+    IPackageFactory packageFactory,
+    ISettingsManager settingsManager,
+    IPyInstallationManager pyInstallationManager
+) : ContentDialogViewModelBase
 {
     private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
-
-    private readonly IPackageFactory packageFactory;
-    private readonly ISettingsManager settingsManager;
+    private bool venvDetected = false;
 
     [ObservableProperty]
     private DirectoryPath? packagePath;
@@ -40,8 +43,7 @@ public partial class PackageImportViewModel : ContentDialogViewModelBase
     [ObservableProperty]
     private BasePackage? selectedBasePackage;
 
-    public IReadOnlyList<BasePackage> AvailablePackages =>
-        packageFactory.GetAllAvailablePackages().ToImmutableArray();
+    public IReadOnlyList<BasePackage> AvailablePackages => [.. packageFactory.GetAllAvailablePackages()];
 
     [ObservableProperty]
     private PackageVersion? selectedVersion;
@@ -64,6 +66,9 @@ public partial class PackageImportViewModel : ContentDialogViewModelBase
     [ObservableProperty]
     private bool showCustomCommitSha;
 
+    [ObservableProperty]
+    public partial bool ShowPythonVersionSelection { get; set; } = true;
+
     // Version types (release or commit)
     [ObservableProperty]
     [NotifyPropertyChangedFor(nameof(ReleaseLabelText), nameof(IsReleaseMode), nameof(SelectedVersion))]
@@ -73,6 +78,13 @@ public partial class PackageImportViewModel : ContentDialogViewModelBase
     [NotifyPropertyChangedFor(nameof(IsReleaseModeAvailable))]
     private PackageVersionType availableVersionTypes =
         PackageVersionType.GithubRelease | PackageVersionType.Commit;
+
+    [ObservableProperty]
+    public partial ObservableCollection<UvPythonInfo> AvailablePythonVersions { get; set; } = [];
+
+    [ObservableProperty]
+    public partial UvPythonInfo? SelectedPythonVersion { get; set; }
+
     public string ReleaseLabelText => IsReleaseMode ? "Version" : "Branch";
     public bool IsReleaseMode
     {
@@ -82,12 +94,6 @@ public bool IsReleaseMode
 
     public bool IsReleaseModeAvailable => AvailableVersionTypes.HasFlag(PackageVersionType.GithubRelease);
 
-    public PackageImportViewModel(IPackageFactory packageFactory, ISettingsManager settingsManager)
-    {
-        this.packageFactory = packageFactory;
-        this.settingsManager = settingsManager;
-    }
-
     public override async Task OnLoadedAsync()
     {
         SelectedBasePackage ??= AvailablePackages[0];
@@ -115,6 +121,24 @@ public override async Task OnLoadedAsync()
                 );
                 UpdateSelectedVersionToLatestMain();
             }
+
+            var pythonVersions = await pyInstallationManager.GetAllAvailablePythonsAsync();
+            AvailablePythonVersions = new ObservableCollection<UvPythonInfo>(pythonVersions);
+
+            if (
+                PackagePath is not null
+                && Utilities.TryGetPyVenvVersion(PackagePath.FullPath, out var venvPyVersion)
+            )
+            {
+                var matchingVenvPy = AvailablePythonVersions.FirstOrDefault(x => x.Version == venvPyVersion);
+                if (matchingVenvPy != default)
+                {
+                    SelectedPythonVersion = matchingVenvPy;
+                    venvDetected = true;
+                }
+            }
+
+            SelectedPythonVersion ??= GetRecommendedPyVersion() ?? AvailablePythonVersions.LastOrDefault();
         }
         catch (Exception e)
         {
@@ -155,7 +179,7 @@ partial void OnSelectedVersionChanged(PackageVersion? value)
                     if (commits is null || commits.Count == 0)
                         return;
 
-                    commits = [..commits, new GitCommit { Sha = "Custom..." }];
+                    commits = [.. commits, new GitCommit { Sha = "Custom..." }];
 
                     AvailableCommits = new ObservableCollection<GitCommit>(commits);
                     SelectedCommit = AvailableCommits[0];
@@ -205,12 +229,18 @@ partial void OnSelectedBasePackageChanged(BasePackage? value)
                     if (commits is null || commits.Count == 0)
                         return;
 
-                    commits = [..commits, new GitCommit { Sha = "Custom..." }];
+                    commits = [.. commits, new GitCommit { Sha = "Custom..." }];
 
                     AvailableCommits = new ObservableCollection<GitCommit>(commits);
                     SelectedCommit = AvailableCommits[0];
                     UpdateSelectedVersionToLatestMain();
                 }
+
+                if (!venvDetected)
+                {
+                    SelectedPythonVersion =
+                        GetRecommendedPyVersion() ?? AvailablePythonVersions.FirstOrDefault();
+                }
             })
             .SafeFireAndForget();
     }
@@ -267,7 +297,9 @@ public async Task AddPackageWithCurrentInputs()
             LastUpdateCheck = DateTimeOffset.Now,
             PreferredTorchIndex = torchVersion,
             PreferredSharedFolderMethod = sharedFolderRecommendation,
-            PythonVersion = PyInstallationManager.Python_3_10_11.StringValue
+            PythonVersion =
+                SelectedPythonVersion?.Version.StringValue
+                ?? PyInstallationManager.Python_3_10_17.StringValue,
         };
 
         // Recreate venv if it's a BaseGitPackage
@@ -300,4 +332,10 @@ await gitPackage.SetupVenv(
 
         settingsManager.Transaction(s => s.InstalledPackages.Add(package));
     }
+
+    private UvPythonInfo? GetRecommendedPyVersion() =>
+        AvailablePythonVersions.LastOrDefault(x =>
+            x.Version.Major.Equals(SelectedBasePackage?.RecommendedPythonVersion.Major)
+            && x.Version.Minor.Equals(SelectedBasePackage?.RecommendedPythonVersion.Minor)
+        );
 }
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/PackageImportDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/PackageImportDialog.axaml
index bf2afd31f..9759a7e0f 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/PackageImportDialog.axaml
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/PackageImportDialog.axaml
@@ -1,62 +1,106 @@
-<controls:UserControlBase xmlns="https://github.com/avaloniaui"
-                          xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
-                          xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
-                          xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
-                          xmlns:ui="using:FluentAvalonia.UI.Controls"
-                          xmlns:mocks="clr-namespace:StabilityMatrix.Avalonia.DesignData"
-                          xmlns:controls="clr-namespace:StabilityMatrix.Avalonia.Controls"
-                          xmlns:vmDialogs="clr-namespace:StabilityMatrix.Avalonia.ViewModels.Dialogs"
-                          xmlns:lang="clr-namespace:StabilityMatrix.Avalonia.Languages"
-                          d:DataContext="{x:Static mocks:DesignData.PackageImportViewModel}"
-                          x:DataType="vmDialogs:PackageImportViewModel"
-                          mc:Ignorable="d" d:DesignWidth="800" d:DesignHeight="450"
-                          x:Class="StabilityMatrix.Avalonia.Views.Dialogs.PackageImportDialog">
+<controls:UserControlBase
+    x:Class="StabilityMatrix.Avalonia.Views.Dialogs.PackageImportDialog"
+    xmlns="https://github.com/avaloniaui"
+    xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+    xmlns:avalonia="https://github.com/projektanker/icons.avalonia"
+    xmlns:controls="clr-namespace:StabilityMatrix.Avalonia.Controls"
+    xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
+    xmlns:lang="clr-namespace:StabilityMatrix.Avalonia.Languages"
+    xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
+    xmlns:mocks="clr-namespace:StabilityMatrix.Avalonia.DesignData"
+    xmlns:python="clr-namespace:StabilityMatrix.Core.Python;assembly=StabilityMatrix.Core"
+    xmlns:ui="using:FluentAvalonia.UI.Controls"
+    xmlns:vmDialogs="clr-namespace:StabilityMatrix.Avalonia.ViewModels.Dialogs"
+    d:DataContext="{x:Static mocks:DesignData.PackageImportViewModel}"
+    d:DesignHeight="450"
+    d:DesignWidth="800"
+    x:DataType="vmDialogs:PackageImportViewModel"
+    mc:Ignorable="d">
     <StackPanel Margin="8" Spacing="8">
         <ui:SettingsExpander Header="{x:Static lang:Resources.Label_PackageType}">
             <ui:SettingsExpander.Footer>
                 <ui:FAComboBox
                     HorizontalAlignment="Stretch"
+                    DisplayMemberBinding="{Binding DisplayName}"
                     IsEnabled="{Binding CanSelectBasePackage}"
                     ItemsSource="{Binding AvailablePackages}"
-                    DisplayMemberBinding="{Binding DisplayName}"
-                    SelectedItem="{Binding SelectedBasePackage}"/>
+                    SelectedItem="{Binding SelectedBasePackage}" />
             </ui:SettingsExpander.Footer>
         </ui:SettingsExpander>
-        
-        <ui:SettingsExpander Header="{x:Static lang:Resources.Label_VersionType}"
-                             IsVisible="{Binding IsReleaseModeAvailable}">
+
+        <ui:SettingsExpander Header="{x:Static lang:Resources.Label_VersionType}" IsVisible="{Binding IsReleaseModeAvailable}">
             <ui:SettingsExpander.Footer>
                 <ToggleSwitch
+                    IsChecked="{Binding IsReleaseMode}"
                     IsEnabled="{Binding IsReleaseModeAvailable}"
-                    OnContent="{x:Static lang:Resources.Label_Releases}"
                     OffContent="{x:Static lang:Resources.Label_Branches}"
-                    IsChecked="{Binding IsReleaseMode}"/>
+                    OnContent="{x:Static lang:Resources.Label_Releases}" />
             </ui:SettingsExpander.Footer>
         </ui:SettingsExpander>
-        
+
         <ui:SettingsExpander Header="{x:Static lang:Resources.Label_Version}">
             <ui:SettingsExpander.Footer>
                 <StackPanel Orientation="Horizontal" Spacing="8">
-                    <ui:FAComboBox 
-                        ItemsSource="{Binding AvailableVersions}"
+                    <ui:FAComboBox
                         DisplayMemberBinding="{Binding TagName}"
-                        SelectedItem="{Binding SelectedVersion}"/>
-                    <ui:FAComboBox 
+                        ItemsSource="{Binding AvailableVersions}"
+                        SelectedItem="{Binding SelectedVersion}" />
+                    <ui:FAComboBox
+                        DisplayMemberBinding="{Binding Sha}"
                         IsVisible="{Binding !IsReleaseMode}"
                         ItemsSource="{Binding AvailableCommits}"
-                        DisplayMemberBinding="{Binding Sha}"
-                        SelectedItem="{Binding SelectedCommit}"/>
+                        SelectedItem="{Binding SelectedCommit}" />
                 </StackPanel>
             </ui:SettingsExpander.Footer>
         </ui:SettingsExpander>
-        <ui:SettingsExpander Header="{x:Static lang:Resources.Label_Commit}"
-                             IsVisible="{Binding ShowCustomCommitSha}">
+        <ui:SettingsExpander Header="{x:Static lang:Resources.Label_Commit}" IsVisible="{Binding ShowCustomCommitSha}">
             <ui:SettingsExpander.Footer>
                 <StackPanel Orientation="Horizontal" Spacing="8">
-                    <TextBox Text="{Binding CustomCommitSha, Mode=TwoWay}"
-                             MinWidth="250"/>
+                    <TextBox MinWidth="250" Text="{Binding CustomCommitSha, Mode=TwoWay}" />
                 </StackPanel>
             </ui:SettingsExpander.Footer>
         </ui:SettingsExpander>
+
+        <ui:SettingsExpander Header="Python Version" IsVisible="{Binding ShowPythonVersionSelection}">
+            <ui:SettingsExpander.Footer>
+                <controls:BetterComboBox
+                    HorizontalAlignment="Stretch"
+                    ItemsSource="{Binding AvailablePythonVersions}"
+                    SelectedItem="{Binding SelectedPythonVersion}">
+                    <controls:BetterComboBox.ItemTemplate>
+                        <DataTemplate DataType="{x:Type python:UvPythonInfo}">
+                            <Grid ColumnDefinitions="*, Auto" RowDefinitions="Auto, Auto">
+                                <TextBlock
+                                    Grid.Row="0"
+                                    Grid.Column="0"
+                                    Margin="8,4,0,4"
+                                    FontSize="18"
+                                    FontWeight="Light"
+                                    Text="{Binding Version}" />
+                                <avalonia:Icon
+                                    Grid.Row="0"
+                                    Grid.Column="1"
+                                    Foreground="{DynamicResource ThemeGreenColor}"
+                                    IsVisible="{Binding IsInstalled}"
+                                    Value="fa-solid fa-check" />
+                                <TextBlock
+                                    Grid.Row="1"
+                                    Grid.Column="0"
+                                    Grid.ColumnSpan="2"
+                                    Margin="8,4,0,4"
+                                    FontSize="12"
+                                    Foreground="{DynamicResource TextControlForegroundDisabled}"
+                                    Text="{Binding Key}" />
+                            </Grid>
+                        </DataTemplate>
+                    </controls:BetterComboBox.ItemTemplate>
+                    <controls:BetterComboBox.SelectionBoxItemTemplate>
+                        <DataTemplate DataType="{x:Type python:UvPythonInfo}">
+                            <TextBlock Text="{Binding Version}" />
+                        </DataTemplate>
+                    </controls:BetterComboBox.SelectionBoxItemTemplate>
+                </controls:BetterComboBox>
+            </ui:SettingsExpander.Footer>
+        </ui:SettingsExpander>
     </StackPanel>
 </controls:UserControlBase>
diff --git a/StabilityMatrix.Core/Helper/Utilities.cs b/StabilityMatrix.Core/Helper/Utilities.cs
index e98d55da8..6e7f6d7d2 100644
--- a/StabilityMatrix.Core/Helper/Utilities.cs
+++ b/StabilityMatrix.Core/Helper/Utilities.cs
@@ -1,6 +1,7 @@
 using System.Diagnostics;
 using System.Reflection;
 using System.Text.RegularExpressions;
+using StabilityMatrix.Core.Python;
 
 namespace StabilityMatrix.Core.Helper;
 
@@ -106,6 +107,86 @@ public static string RemoveHtml(string? stringWithHtml)
         return pruned;
     }
 
+    /// <summary>
+    /// Try to find pyvenv.cfg in common locations and parse its version into PyVersion.
+    /// </summary>
+    public static bool TryGetPyVenvVersion(string packageLocation, out PyVersion version)
+    {
+        version = default;
+
+        if (string.IsNullOrWhiteSpace(packageLocation))
+            return false;
+
+        // Common placements
+        var candidates = new[]
+        {
+            Path.Combine(packageLocation, "pyvenv.cfg"),
+            Path.Combine(packageLocation, "venv", "pyvenv.cfg"),
+            Path.Combine(packageLocation, ".venv", "pyvenv.cfg"),
+        };
+
+        foreach (var candidate in candidates)
+        {
+            if (!File.Exists(candidate))
+                continue;
+
+            if (!TryReadVersionFromCfg(candidate, out var pyv))
+                continue;
+
+            version = pyv;
+            return true;
+        }
+
+        return false;
+    }
+
+    private static bool TryReadVersionFromCfg(string cfgFile, out PyVersion version)
+    {
+        version = default;
+
+        var kv = ReadKeyValues(cfgFile);
+
+        // Prefer version_info (e.g., "3.10.11.final.0"), fall back to version (e.g., "3.12.0")
+        if (!kv.TryGetValue("version_info", out var raw) || string.IsNullOrWhiteSpace(raw))
+            kv.TryGetValue("version", out raw);
+
+        if (string.IsNullOrWhiteSpace(raw))
+            return false;
+
+        // Grab the first 1–3 dot-separated integers and ignore anything after (e.g., ".final.0", ".rc1")
+        // Examples matched: "3", "3.12", "3.10.11" (from "3.10.11.final.0")
+        var m = Regex.Match(raw, @"(?<!\d)(\d+)(?:\.(\d+))?(?:\.(\d+))?");
+        if (!m.Success)
+            return false;
+
+        var major = int.Parse(m.Groups[1].Value);
+        var minor = m.Groups[2].Success ? int.Parse(m.Groups[2].Value) : 0;
+        var micro = m.Groups[3].Success ? int.Parse(m.Groups[3].Value) : 0;
+
+        version = new PyVersion(major, minor, micro);
+        return true;
+    }
+
+    private static Dictionary<string, string> ReadKeyValues(string path)
+    {
+        var dict = new Dictionary<string, string>(StringComparer.OrdinalIgnoreCase);
+        foreach (var line in File.ReadAllLines(path))
+        {
+            var trimmed = line.Trim();
+            if (trimmed.Length == 0 || trimmed.StartsWith("#"))
+                continue;
+
+            var idx = trimmed.IndexOf('=');
+            if (idx <= 0)
+                continue;
+
+            var key = trimmed[..idx].Trim();
+            var val = trimmed[(idx + 1)..].Trim();
+            dict[key] = val;
+        }
+        return dict;
+    }
+
     /// <summary>
     /// Returns the simplified aspect ratio as a tuple: (widthRatio, heightRatio).
     /// e.g. GetAspectRatio(1920,1080) -> (16,9)
diff --git a/StabilityMatrix.Core/Models/PackageModification/InstallNunchakuStep.cs b/StabilityMatrix.Core/Models/PackageModification/InstallNunchakuStep.cs
index e6d570e9a..381bcb24a 100644
--- a/StabilityMatrix.Core/Models/PackageModification/InstallNunchakuStep.cs
+++ b/StabilityMatrix.Core/Models/PackageModification/InstallNunchakuStep.cs
@@ -62,17 +62,17 @@ await pyInstallationManager.GetInstallationAsync(pyVersion).ConfigureAwait(false
 
         var torchVersion = torchInfo.Version switch
         {
-            var v when v.StartsWith("2.5") => "2.5",
-            var v when v.StartsWith("2.6") => "2.6",
             var v when v.StartsWith("2.7") => "2.7",
             var v when v.StartsWith("2.8") => "2.8",
+            var v when v.StartsWith("2.9") => "2.9",
             var v when v.StartsWith("2.10") => "2.10",
             _ => throw new InvalidOperationException(
                 "No compatible torch version found in the virtual environment."
             ),
         };
+
         var downloadUrl =
-            $"https://github.com/nunchaku-tech/nunchaku/releases/download/v1.0.1/nunchaku-1.0.1+torch{torchVersion}-{shortPythonVersionString}-{shortPythonVersionString}-{platform}.whl";
+            $"https://github.com/nunchaku-tech/nunchaku/releases/download/v1.0.2/nunchaku-1.0.2+torch{torchVersion}-{shortPythonVersionString}-{shortPythonVersionString}-{platform}.whl";
         progress?.Report(
             new ProgressReport(-1f, message: "Installing Nunchaku backend", isIndeterminate: true)
         );
diff --git a/StabilityMatrix.Core/Python/UvManager.cs b/StabilityMatrix.Core/Python/UvManager.cs
index db76a1f0a..8c7cd9ebc 100644
--- a/StabilityMatrix.Core/Python/UvManager.cs
+++ b/StabilityMatrix.Core/Python/UvManager.cs
@@ -108,7 +108,7 @@ public async Task<IReadOnlyList<UvPythonInfo>> ListAvailablePythonsAsync(
             Compat.IsWindows ? "uv.exe" : "uv"
         );
 
-        var args = new ProcessArgsBuilder("python", "list", "--output-format", "json");
+        var args = new ProcessArgsBuilder("python", "list", "--managed-python", "--output-format", "json");
         if (settingsManager.Settings.ShowAllAvailablePythonVersions)
         {
             args = args.AddArg("--all-versions");

From d7a61e520c7eb2918912e7b62d1874ad9c48ed96 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 29 Oct 2025 20:34:07 -0700
Subject: [PATCH 026/218] fix torch version parsing for sage update

---
 StabilityMatrix.Core/Models/Packages/ComfyUI.cs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
index a5b1ff2b4..4eba9569c 100644
--- a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
+++ b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
@@ -441,7 +441,7 @@ await StandardPipInstallProcessAsync(
                 var version = torchVersion.Version;
                 var plusPos = version.IndexOf('+');
                 var index = plusPos >= 0 ? version[(plusPos + 1)..] : string.Empty;
-                var versionWithoutIndex = plusPos >= 0 ? version[..plusPos] : string.Empty;
+                var versionWithoutIndex = plusPos >= 0 ? version[..plusPos] : version;
 
                 if (
                     !sageVersion.Version.Contains(index) || !sageVersion.Version.Contains(versionWithoutIndex)

From 8d60eb8ab52b0d48c40b1a053151834b573c5c2e Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sat, 22 Nov 2025 20:34:31 -0800
Subject: [PATCH 027/218] Add intel support for comfyUI, separate Neo package,
 add Run Python Command that Lykos keeps hallucinating, make forge legacy,
 update sage n some other stuff

---
 .../Helpers/UnixPrerequisiteHelper.cs         |  57 +--------
 .../Helpers/WindowsPrerequisiteHelper.cs      |  57 +--------
 .../PackageManager/PackageCardViewModel.cs    |  37 ++++++
 .../PackageInstallBrowserViewModel.cs         |   7 +-
 .../MainPackageManagerView.axaml              |  16 ++-
 .../Helper/Factory/PackageFactory.cs          |   7 ++
 .../Helper/HardwareInfo/GpuInfo.cs            |  89 ++++++++------
 .../Helper/IPrerequisiteHelper.cs             |   4 +-
 .../InstallSageAttentionStep.cs               | 111 +++++++++++-------
 .../RunPythonCommandStep.cs                   |  52 ++++++++
 .../Models/Packages/BaseGitPackage.cs         |   6 +-
 .../Models/Packages/ComfyUI.cs                |  12 +-
 .../Models/Packages/ForgeAmdGpu.cs            |   2 +
 .../Models/Packages/ForgeClassic.cs           |   5 +-
 .../Models/Packages/ForgeNeo.cs               |  22 ++++
 .../Models/Packages/PipInstallConfig.cs       |   3 +-
 .../Models/Packages/Reforge.cs                |   1 +
 .../Models/Packages/SDWebForge.cs             |   1 +
 .../Models/Packages/VladAutomatic.cs          |  11 +-
 StabilityMatrix.Core/Python/PipInstallArgs.cs |  14 ++-
 20 files changed, 301 insertions(+), 213 deletions(-)
 create mode 100644 StabilityMatrix.Core/Models/PackageModification/RunPythonCommandStep.cs
 create mode 100644 StabilityMatrix.Core/Models/Packages/ForgeNeo.cs

diff --git a/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs b/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs
index bed6978bb..f5196fb10 100644
--- a/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs
+++ b/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs
@@ -697,67 +697,16 @@ public async Task InstallUvIfNecessary(IProgress<ProgressReport>? progress = nul
         File.Delete(UvDownloadPath);
     }
 
-    public string? GetGfxArchFromAmdGpuName()
+    public string? GetGfxArchFromAmdGpuName(GpuInfo? gpu = null)
     {
-        var gpu =
+        gpu ??=
             settingsManager.Settings.PreferredGpu
             ?? HardwareHelper.IterGpuInfo().FirstOrDefault(x => x is { Name: not null, IsAmd: true });
 
         if (gpu?.Name is null || !gpu.IsAmd)
             return null;
 
-        // Normalize for safer substring checks (handles RX7800 vs RX 7800, etc.)
-        var name = gpu.Name;
-        var nameNoSpaces = name.Replace(" ", "", StringComparison.Ordinal);
-
-        return name switch
-        {
-            // RDNA4
-            _ when Has("9060") || Has("9070") => "gfx1201",
-
-            // RDNA3.5 APUs
-            _ when Has("860M") => "gfx1152",
-            _ when Has("890M") => "gfx1150",
-            _ when Has("8040S") || Has("8050S") || Has("8060S") || Has("880M") || Has("Z2 Extreme") =>
-                "gfx1151",
-
-            // RDNA3 APUs (Phoenix)
-            _ when Has("740M") || Has("760M") || Has("780M") || Has("Z1") || Has("Z2") => "gfx1103",
-
-            // RDNA3 dGPU Navi33
-            _ when Has("7400") || Has("7500") || Has("7600") || Has("7650") || Has("7700S") => "gfx1102",
-
-            // RDNA3 dGPU Navi32
-            _ when Has("7700") || Has("RX 7800") || HasNoSpace("RX7800") => "gfx1101",
-
-            // RDNA3 dGPU Navi31 (incl. Pro)
-            _ when Has("W7800") || Has("7900") || Has("7950") || Has("7990") => "gfx1100",
-
-            // RDNA2 APUs (Rembrandt)
-            _ when Has("660M") || Has("680M") => "gfx1035",
-
-            // RDNA2 Navi24 low-end (incl. some mobiles)
-            _ when Has("6300") || Has("6400") || Has("6450") || Has("6500") || Has("6550") || Has("6500M") =>
-                "gfx1034",
-
-            // RDNA2 Navi23
-            _ when Has("6600") || Has("6650") || Has("6700S") || Has("6800S") || Has("6600M") => "gfx1032",
-
-            // RDNA2 Navi22 (note: desktop 6800 is NOT here; that’s Navi21/gfx1030)
-            _ when Has("6700") || Has("6750") || Has("6800M") || Has("6850M") => "gfx1031",
-
-            // RDNA2 Navi21 (big die)
-            _ when Has("6800") || Has("6900") || Has("6950") => "gfx1030",
-
-            _ => null,
-        };
-
-        bool HasNoSpace(string s) =>
-            nameNoSpaces.Contains(
-                s.Replace(" ", "", StringComparison.Ordinal),
-                StringComparison.OrdinalIgnoreCase
-            );
-        bool Has(string s) => name.Contains(s, StringComparison.OrdinalIgnoreCase);
+        return gpu.GetAmdGfxArch();
     }
 
     private async Task DownloadAndExtractPrerequisite(
diff --git a/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs b/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
index 26c281ee2..18ee8741f 100644
--- a/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
+++ b/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
@@ -932,67 +932,16 @@ public async Task AddMissingLibsToVenv(
         // await downloadPath.DeleteAsync();
     }
 
-    public string? GetGfxArchFromAmdGpuName()
+    public string? GetGfxArchFromAmdGpuName(GpuInfo? gpu = null)
     {
-        var gpu =
+        gpu ??=
             settingsManager.Settings.PreferredGpu
             ?? HardwareHelper.IterGpuInfo().FirstOrDefault(x => x is { Name: not null, IsAmd: true });
 
         if (gpu?.Name is null || !gpu.IsAmd)
             return null;
 
-        // Normalize for safer substring checks (handles RX7800 vs RX 7800, etc.)
-        var name = gpu.Name;
-        var nameNoSpaces = name.Replace(" ", "", StringComparison.Ordinal);
-
-        return name switch
-        {
-            // RDNA4
-            _ when Has("9060") || Has("9070") => "gfx1201",
-
-            // RDNA3.5 APUs
-            _ when Has("860M") => "gfx1152",
-            _ when Has("890M") => "gfx1150",
-            _ when Has("8040S") || Has("8050S") || Has("8060S") || Has("880M") || Has("Z2 Extreme") =>
-                "gfx1151",
-
-            // RDNA3 APUs (Phoenix)
-            _ when Has("740M") || Has("760M") || Has("780M") || Has("Z1") || Has("Z2") => "gfx1103",
-
-            // RDNA3 dGPU Navi33
-            _ when Has("7400") || Has("7500") || Has("7600") || Has("7650") || Has("7700S") => "gfx1102",
-
-            // RDNA3 dGPU Navi32
-            _ when Has("7700") || Has("RX 7800") || HasNoSpace("RX7800") => "gfx1101",
-
-            // RDNA3 dGPU Navi31 (incl. Pro)
-            _ when Has("W7800") || Has("7900") || Has("7950") || Has("7990") => "gfx1100",
-
-            // RDNA2 APUs (Rembrandt)
-            _ when Has("660M") || Has("680M") => "gfx1035",
-
-            // RDNA2 Navi24 low-end (incl. some mobiles)
-            _ when Has("6300") || Has("6400") || Has("6450") || Has("6500") || Has("6550") || Has("6500M") =>
-                "gfx1034",
-
-            // RDNA2 Navi23
-            _ when Has("6600") || Has("6650") || Has("6700S") || Has("6800S") || Has("6600M") => "gfx1032",
-
-            // RDNA2 Navi22 (note: desktop 6800 is NOT here; that’s Navi21/gfx1030)
-            _ when Has("6700") || Has("6750") || Has("6800M") || Has("6850M") => "gfx1031",
-
-            // RDNA2 Navi21 (big die)
-            _ when Has("6800") || Has("6900") || Has("6950") => "gfx1030",
-
-            _ => null,
-        };
-
-        bool HasNoSpace(string s) =>
-            nameNoSpaces.Contains(
-                s.Replace(" ", "", StringComparison.Ordinal),
-                StringComparison.OrdinalIgnoreCase
-            );
-        bool Has(string s) => name.Contains(s, StringComparison.OrdinalIgnoreCase);
+        return gpu.GetAmdGfxArch();
     }
 
     private async Task DownloadAndExtractPrerequisite(
diff --git a/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageCardViewModel.cs
index a95923de8..9ff5ec852 100644
--- a/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageCardViewModel.cs
@@ -43,6 +43,7 @@ public partial class PackageCardViewModel(
     ISettingsManager settingsManager,
     INavigationService<PackageManagerViewModel> navigationService,
     IServiceManager<ViewModelBase> vmFactory,
+    IPyInstallationManager pyInstallationManager,
     RunningPackageService runningPackageService
 ) : ProgressViewModel
 {
@@ -602,6 +603,7 @@ private async Task ChangeVersion()
 
             viewModel.SelectedBasePackage = basePackage;
             viewModel.CanSelectBasePackage = false;
+            viewModel.ShowPythonVersionSelection = false;
             viewModel.IsReleaseMode = Package.Version?.IsReleaseMode ?? false;
 
             var dialog = new TaskDialog
@@ -941,6 +943,41 @@ private async Task ExecuteExtraCommand(string commandName)
         }
     }
 
+    [RelayCommand]
+    private async Task RunPythonCommand()
+    {
+        if (Package is null || IsUnknownPackage)
+            return;
+
+        var field = new TextBoxField
+        {
+            Label = "Arguments",
+            InnerLeftText = "python.exe",
+            Watermark = "-c \"print('Hello World')\"",
+        };
+
+        var result = await DialogHelper.GetTextEntryDialogResultAsync(field, "Run Python Command");
+
+        if (result.Result == ContentDialogResult.Primary)
+        {
+            var runCommandStep = new RunPythonCommandStep(pyInstallationManager, settingsManager)
+            {
+                Arguments = field.Text,
+                InstalledPackage = Package,
+                WorkingDirectory = Package.FullPath,
+            };
+
+            var runner = new PackageModificationRunner
+            {
+                ShowDialogOnStart = true,
+                CloseWhenFinished = false,
+                ModificationCompleteMessage = "Python command executed successfully",
+            };
+            EventManager.Instance.OnPackageInstallProgressAdded(runner);
+            await runner.ExecuteSteps([runCommandStep]).ConfigureAwait(false);
+        }
+    }
+
     private async Task<bool> HasUpdate()
     {
         if (Package == null || IsUnknownPackage || Design.IsDesignMode || Package.DontCheckForUpdates)
diff --git a/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageInstallBrowserViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageInstallBrowserViewModel.cs
index d2cf1c196..f13d7030c 100644
--- a/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageInstallBrowserViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageInstallBrowserViewModel.cs
@@ -44,7 +44,7 @@ IPyInstallationManager pyInstallationManager
     [ObservableProperty]
     private string searchFilter = string.Empty;
 
-    private SourceCache<BasePackage, string> packageSource = new(p => p.GithubUrl);
+    private SourceCache<BasePackage, string> packageSource = new(p => p.Name);
 
     public IObservableCollection<BasePackage> InferencePackages { get; } =
         new ObservableCollectionExtended<BasePackage>();
@@ -119,10 +119,7 @@ protected override void OnInitialLoaded()
             .ObserveOn(SynchronizationContext.Current)
             .Subscribe();
 
-        packageSource.EditDiff(
-            packageFactory.GetAllAvailablePackages(),
-            (a, b) => a.GithubUrl == b.GithubUrl
-        );
+        packageSource.EditDiff(packageFactory.GetAllAvailablePackages(), (a, b) => a.Name == b.Name);
     }
 
     public void OnPackageSelected(BasePackage? package)
diff --git a/StabilityMatrix.Avalonia/Views/PackageManager/MainPackageManagerView.axaml b/StabilityMatrix.Avalonia/Views/PackageManager/MainPackageManagerView.axaml
index 3eba7abfa..1080e7f6b 100644
--- a/StabilityMatrix.Avalonia/Views/PackageManager/MainPackageManagerView.axaml
+++ b/StabilityMatrix.Avalonia/Views/PackageManager/MainPackageManagerView.axaml
@@ -6,7 +6,6 @@
     xmlns:converters="clr-namespace:StabilityMatrix.Avalonia.Converters"
     xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
     xmlns:designData="clr-namespace:StabilityMatrix.Avalonia.DesignData"
-    xmlns:generic="clr-namespace:System.Collections.Generic;assembly=System.Collections"
     xmlns:generic1="clr-namespace:System.Collections.Generic;assembly=System.Runtime"
     xmlns:icons="clr-namespace:Projektanker.Icons.Avalonia;assembly=Projektanker.Icons.Avalonia"
     xmlns:input="clr-namespace:FluentAvalonia.UI.Input;assembly=FluentAvalonia"
@@ -14,7 +13,6 @@
     xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
     xmlns:models="clr-namespace:StabilityMatrix.Core.Models;assembly=StabilityMatrix.Core"
     xmlns:packageManager="clr-namespace:StabilityMatrix.Avalonia.ViewModels.PackageManager"
-    xmlns:system="clr-namespace:System;assembly=System.Runtime"
     xmlns:ui="clr-namespace:FluentAvalonia.UI.Controls;assembly=FluentAvalonia"
     xmlns:vendorLabs="clr-namespace:StabilityMatrix.Avalonia.Controls.VendorLabs"
     d:DataContext="{x:Static designData:DesignData.MainPackageManagerViewModel}"
@@ -183,6 +181,14 @@
                                                         <icons:Icon Value="fa-brands fa-python" />
                                                     </MenuItem.Icon>
                                                 </MenuItem>
+                                                <MenuItem
+                                                    Command="{Binding RunPythonCommandCommand}"
+                                                    Header="Run Python Command"
+                                                    IsVisible="{Binding UsesVenv}">
+                                                    <MenuItem.Icon>
+                                                        <icons:Icon Value="fa-solid fa-terminal" />
+                                                    </MenuItem.Icon>
+                                                </MenuItem>
                                                 <MenuItem
                                                     Command="{Binding OpenPythonDependenciesOverrideDialogCommand}"
                                                     Header="{x:Static lang:Resources.Label_PythonDependenciesOverride_Title}"
@@ -191,6 +197,12 @@
                                                         <icons:Icon Value="fa-solid fa-bandage" />
                                                     </MenuItem.Icon>
                                                 </MenuItem>
+                                                <Separator />
+                                                <MenuItem Command="{Binding ShowLaunchOptionsCommand}" Header="Launch Options">
+                                                    <MenuItem.Icon>
+                                                        <icons:Icon Value="fa-solid fa-gear" />
+                                                    </MenuItem.Icon>
+                                                </MenuItem>
                                                 <MenuItem
                                                     Command="{Binding OpenExtensionsDialogCommand}"
                                                     Header="Extensions"
diff --git a/StabilityMatrix.Core/Helper/Factory/PackageFactory.cs b/StabilityMatrix.Core/Helper/Factory/PackageFactory.cs
index 09bda13f9..5c4ba09ef 100644
--- a/StabilityMatrix.Core/Helper/Factory/PackageFactory.cs
+++ b/StabilityMatrix.Core/Helper/Factory/PackageFactory.cs
@@ -215,6 +215,13 @@ public BasePackage GetNewBasePackage(InstalledPackage installedPackage)
                 prerequisiteHelper,
                 pyInstallationManager
             ),
+            "forge-neo" => new ForgeNeo(
+                githubApiCache,
+                settingsManager,
+                downloadService,
+                prerequisiteHelper,
+                pyInstallationManager
+            ),
             "framepack" => new FramePack(
                 githubApiCache,
                 settingsManager,
diff --git a/StabilityMatrix.Core/Helper/HardwareInfo/GpuInfo.cs b/StabilityMatrix.Core/Helper/HardwareInfo/GpuInfo.cs
index f9ab746a4..eedcb556c 100644
--- a/StabilityMatrix.Core/Helper/HardwareInfo/GpuInfo.cs
+++ b/StabilityMatrix.Core/Helper/HardwareInfo/GpuInfo.cs
@@ -77,42 +77,59 @@ public bool IsWindowsRocmSupportedGpu()
         if (!IsAmd || string.IsNullOrWhiteSpace(Name))
             return null;
 
-        var name = Name.ToLowerInvariant();
-
-        if (name.Contains("9070") || name.Contains("R9700"))
-            return "gfx1201";
-
-        if (name.Contains("9060"))
-            return "gfx1200";
-
-        if (name.Contains("z2") || name.Contains("880m") || name.Contains("8050s") || name.Contains("8060s"))
-            return "gfx1151";
-
-        if (name.Contains("740m") || name.Contains("760m") || name.Contains("780m") || name.Contains("z1"))
-            return "gfx1103";
-
-        if (
-            name.Contains("w7400")
-            || name.Contains("w7500")
-            || name.Contains("w7600")
-            || name.Contains("7500 xt")
-            || name.Contains("7600")
-            || name.Contains("7650 gre")
-            || name.Contains("7700s")
-        )
-            return "gfx1102";
-
-        if (
-            name.Contains("v710")
-            || name.Contains("7700")
-            || (name.Contains("7800") && !name.Contains("w7800"))
-        )
-            return "gfx1101";
-
-        if (name.Contains("w7800") || name.Contains("7900") || name.Contains("7950") || name.Contains("7990"))
-            return "gfx1100";
-
-        return null;
+        // Normalize for safer substring checks (handles RX7800 vs RX 7800, etc.)
+        var name = Name;
+        var nameNoSpaces = name.Replace(" ", "", StringComparison.Ordinal);
+
+        return name switch
+        {
+            // RDNA4
+            _ when Has("R9700") || Has("9070") => "gfx1201",
+            _ when Has("9060") => "gfx1200",
+
+            // RDNA3.5 APUs
+            _ when Has("860M") => "gfx1152",
+            _ when Has("890M") => "gfx1150",
+            _ when Has("8040S") || Has("8050S") || Has("8060S") || Has("880M") || Has("Z2 Extreme") =>
+                "gfx1151",
+
+            // RDNA3 APUs (Phoenix)
+            _ when Has("740M") || Has("760M") || Has("780M") || Has("Z1") || Has("Z2") => "gfx1103",
+
+            // RDNA3 dGPU Navi33
+            _ when Has("7400") || Has("7500") || Has("7600") || Has("7650") || Has("7700S") => "gfx1102",
+
+            // RDNA3 dGPU Navi32
+            _ when Has("7700") || Has("RX 7800") || HasNoSpace("RX7800") => "gfx1101",
+
+            // RDNA3 dGPU Navi31 (incl. Pro)
+            _ when Has("W7800") || Has("7900") || Has("7950") || Has("7990") => "gfx1100",
+
+            // RDNA2 APUs (Rembrandt)
+            _ when Has("660M") || Has("680M") => "gfx1035",
+
+            // RDNA2 Navi24 low-end (incl. some mobiles)
+            _ when Has("6300") || Has("6400") || Has("6450") || Has("6500") || Has("6550") || Has("6500M") =>
+                "gfx1034",
+
+            // RDNA2 Navi23
+            _ when Has("6600") || Has("6650") || Has("6700S") || Has("6800S") || Has("6600M") => "gfx1032",
+
+            // RDNA2 Navi22 (note: desktop 6800 is NOT here; that’s Navi21/gfx1030)
+            _ when Has("6700") || Has("6750") || Has("6800M") || Has("6850M") => "gfx1031",
+
+            // RDNA2 Navi21 (big die)
+            _ when Has("6800") || Has("6900") || Has("6950") => "gfx1030",
+
+            _ => null,
+        };
+
+        bool HasNoSpace(string s) =>
+            nameNoSpaces.Contains(
+                s.Replace(" ", "", StringComparison.Ordinal),
+                StringComparison.OrdinalIgnoreCase
+            );
+        bool Has(string s) => name.Contains(s, StringComparison.OrdinalIgnoreCase);
     }
 
     public virtual bool Equals(GpuInfo? other)
diff --git a/StabilityMatrix.Core/Helper/IPrerequisiteHelper.cs b/StabilityMatrix.Core/Helper/IPrerequisiteHelper.cs
index 02c17638c..b26319220 100644
--- a/StabilityMatrix.Core/Helper/IPrerequisiteHelper.cs
+++ b/StabilityMatrix.Core/Helper/IPrerequisiteHelper.cs
@@ -1,6 +1,6 @@
 using System.Diagnostics;
 using System.Runtime.Versioning;
-using StabilityMatrix.Core.Exceptions;
+using StabilityMatrix.Core.Helper.HardwareInfo;
 using StabilityMatrix.Core.Models;
 using StabilityMatrix.Core.Models.FileInterfaces;
 using StabilityMatrix.Core.Models.Packages;
@@ -298,5 +298,5 @@ Task AddMissingLibsToVenv(
     Task InstallPythonIfNecessary(PyVersion version, IProgress<ProgressReport>? progress = null);
     Task InstallVirtualenvIfNecessary(PyVersion version, IProgress<ProgressReport>? progress = null);
     Task InstallTkinterIfNecessary(PyVersion version, IProgress<ProgressReport>? progress = null);
-    string? GetGfxArchFromAmdGpuName();
+    string? GetGfxArchFromAmdGpuName(GpuInfo? gpu = null);
 }
diff --git a/StabilityMatrix.Core/Models/PackageModification/InstallSageAttentionStep.cs b/StabilityMatrix.Core/Models/PackageModification/InstallSageAttentionStep.cs
index 6577d2208..bf0137de1 100644
--- a/StabilityMatrix.Core/Models/PackageModification/InstallSageAttentionStep.cs
+++ b/StabilityMatrix.Core/Models/PackageModification/InstallSageAttentionStep.cs
@@ -1,4 +1,5 @@
-using StabilityMatrix.Core.Exceptions;
+using System;
+using StabilityMatrix.Core.Exceptions;
 using StabilityMatrix.Core.Extensions;
 using StabilityMatrix.Core.Helper;
 using StabilityMatrix.Core.Models.FileInterfaces;
@@ -52,52 +53,72 @@ await pyInstallationManager.GetInstallationAsync(pyVersion).ConfigureAwait(false
 
         var torchInfo = await venvRunner.PipShow("torch").ConfigureAwait(false);
         var sageWheelUrl = string.Empty;
-        var shortPythonVersionString = pyVersion.Minor switch
-        {
-            10 => "cp310",
-            11 => "cp311",
-            12 => "cp312",
-            _ => throw new ArgumentOutOfRangeException("Invalid Python version"),
-        };
 
-        if (torchInfo == null)
-        {
-            sageWheelUrl = string.Empty;
-        }
-        else if (torchInfo.Version.Contains("2.5.1") && torchInfo.Version.Contains("cu124"))
-        {
-            sageWheelUrl =
-                "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post3/sageattention-2.2.0+cu124torch2.5.1.post3-cp39-abi3-win_amd64.whl";
-        }
-        else if (torchInfo.Version.Contains("2.6.0") && torchInfo.Version.Contains("cu126"))
-        {
-            sageWheelUrl =
-                "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post3/sageattention-2.2.0+cu126torch2.6.0.post3-cp39-abi3-win_amd64.whl";
-        }
-        else if (torchInfo.Version.Contains("2.7.0") && torchInfo.Version.Contains("cu128"))
-        {
-            sageWheelUrl =
-                $"https://github.com/woct0rdho/SageAttention/releases/download/v2.1.1-windows/sageattention-2.1.1+cu128torch2.7.0-{shortPythonVersionString}-{shortPythonVersionString}-win_amd64.whl";
-        }
-        else if (torchInfo.Version.Contains("2.7.1") && torchInfo.Version.Contains("cu128"))
+        if (torchInfo != null)
         {
-            sageWheelUrl =
-                "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post3/sageattention-2.2.0+cu128torch2.7.1.post3-cp39-abi3-win_amd64.whl";
-        }
-        else if (torchInfo.Version.Contains("2.8.0") && torchInfo.Version.Contains("cu128"))
-        {
-            sageWheelUrl =
-                "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post3/sageattention-2.2.0+cu128torch2.8.0.post3-cp39-abi3-win_amd64.whl";
-        }
-        else if (torchInfo.Version.Contains("2.9.0") && torchInfo.Version.Contains("cu128"))
-        {
-            sageWheelUrl =
-                "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post3/sageattention-2.2.0+cu128torch2.9.0.post3-cp39-abi3-win_amd64.whl";
-        }
-        else if (torchInfo.Version.Contains("2.9.0") && torchInfo.Version.Contains("cu130"))
-        {
-            sageWheelUrl =
-                "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post3/sageattention-2.2.0+cu130torch2.9.0.post3-cp39-abi3-win_amd64.whl";
+            // Extract base version (before +) and CUDA index
+            var versionString = torchInfo.Version;
+            var plusIndex = versionString.IndexOf('+');
+            var baseVersionString = plusIndex >= 0 ? versionString[..plusIndex] : versionString;
+            var cudaIndex = plusIndex >= 0 ? versionString[(plusIndex + 1)..] : string.Empty;
+
+            // Try to parse base version for comparison
+            if (Version.TryParse(baseVersionString, out var torchVersion))
+            {
+                var minVersion = new Version(2, 9, 0);
+
+                // New wheels work for torch >= 2.9.0 with cu128 or cu130
+                if (torchVersion >= minVersion)
+                {
+                    if (cudaIndex.Contains("cu128"))
+                    {
+                        sageWheelUrl =
+                            "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post4/sageattention-2.2.0+cu128torch2.9.0andhigher.post4-cp39-abi3-win_amd64.whl";
+                    }
+                    else if (cudaIndex.Contains("cu130"))
+                    {
+                        sageWheelUrl =
+                            "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post4/sageattention-2.2.0+cu130torch2.9.0andhigher.post4-cp39-abi3-win_amd64.whl";
+                    }
+                }
+                else
+                {
+                    // Fallback to old wheels for torch < 2.9.0
+                    var shortPythonVersionString = pyVersion.Minor switch
+                    {
+                        10 => "cp310",
+                        11 => "cp311",
+                        12 => "cp312",
+                        _ => throw new ArgumentOutOfRangeException("Invalid Python version"),
+                    };
+
+                    if (versionString.Contains("2.5.1") && versionString.Contains("cu124"))
+                    {
+                        sageWheelUrl =
+                            "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post3/sageattention-2.2.0+cu124torch2.5.1.post3-cp39-abi3-win_amd64.whl";
+                    }
+                    else if (versionString.Contains("2.6.0") && versionString.Contains("cu126"))
+                    {
+                        sageWheelUrl =
+                            "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post3/sageattention-2.2.0+cu126torch2.6.0.post3-cp39-abi3-win_amd64.whl";
+                    }
+                    else if (versionString.Contains("2.7.0") && versionString.Contains("cu128"))
+                    {
+                        sageWheelUrl =
+                            $"https://github.com/woct0rdho/SageAttention/releases/download/v2.1.1-windows/sageattention-2.1.1+cu128torch2.7.0-{shortPythonVersionString}-{shortPythonVersionString}-win_amd64.whl";
+                    }
+                    else if (versionString.Contains("2.7.1") && versionString.Contains("cu128"))
+                    {
+                        sageWheelUrl =
+                            "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post3/sageattention-2.2.0+cu128torch2.7.1.post3-cp39-abi3-win_amd64.whl";
+                    }
+                    else if (versionString.Contains("2.8.0") && versionString.Contains("cu128"))
+                    {
+                        sageWheelUrl =
+                            "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post3/sageattention-2.2.0+cu128torch2.8.0.post3-cp39-abi3-win_amd64.whl";
+                    }
+                }
+            }
         }
 
         var pipArgs = new PipInstallArgs("triton-windows");
diff --git a/StabilityMatrix.Core/Models/PackageModification/RunPythonCommandStep.cs b/StabilityMatrix.Core/Models/PackageModification/RunPythonCommandStep.cs
new file mode 100644
index 000000000..b8e009a72
--- /dev/null
+++ b/StabilityMatrix.Core/Models/PackageModification/RunPythonCommandStep.cs
@@ -0,0 +1,52 @@
+using StabilityMatrix.Core.Extensions;
+using StabilityMatrix.Core.Models.FileInterfaces;
+using StabilityMatrix.Core.Models.Progress;
+using StabilityMatrix.Core.Processes;
+using StabilityMatrix.Core.Python;
+using StabilityMatrix.Core.Services;
+
+namespace StabilityMatrix.Core.Models.PackageModification;
+
+public class RunPythonCommandStep(
+    IPyInstallationManager pyInstallationManager,
+    ISettingsManager settingsManager
+) : IPackageStep
+{
+    public required InstalledPackage InstalledPackage { get; init; }
+    public required DirectoryPath WorkingDirectory { get; init; }
+    public required ProcessArgs Arguments { get; init; }
+
+    public async Task ExecuteAsync(IProgress<ProgressReport>? progress = null)
+    {
+        progress?.Report(
+            new ProgressReport(-1f, message: "Setting up virtual environment...", isIndeterminate: true)
+        );
+
+        var venvDir = WorkingDirectory.JoinDir("venv");
+        var pyVersion = PyVersion.Parse(InstalledPackage.PythonVersion);
+        if (pyVersion.StringValue == "0.0.0")
+        {
+            pyVersion = PyInstallationManager.Python_3_10_11;
+        }
+
+        var baseInstall = !string.IsNullOrWhiteSpace(InstalledPackage.PythonVersion)
+            ? new PyBaseInstall(
+                await pyInstallationManager.GetInstallationAsync(pyVersion).ConfigureAwait(false)
+            )
+            : PyBaseInstall.Default;
+
+        await using var venvRunner = baseInstall.CreateVenvRunner(
+            venvDir,
+            workingDirectory: WorkingDirectory,
+            environmentVariables: settingsManager.Settings.EnvironmentVariables
+        );
+
+        venvRunner.RunDetached(Arguments, progress.AsProcessOutputHandler());
+        if (venvRunner.Process != null)
+        {
+            await venvRunner.Process.WaitForExitAsync().ConfigureAwait(false);
+        }
+    }
+
+    public string ProgressTitle => "Running Python Command";
+}
diff --git a/StabilityMatrix.Core/Models/Packages/BaseGitPackage.cs b/StabilityMatrix.Core/Models/Packages/BaseGitPackage.cs
index c52c9fb37..b247879af 100644
--- a/StabilityMatrix.Core/Models/Packages/BaseGitPackage.cs
+++ b/StabilityMatrix.Core/Models/Packages/BaseGitPackage.cs
@@ -850,8 +850,9 @@ protected PipInstallArgs GetTorchPipArgs(
         string torchvisionVersion = "",
         string torchaudioVersion = "",
         string xformersVersion = "",
-        string cudaIndex = "cu128",
-        string rocmIndex = "rocm6.4"
+        string cudaIndex = "cu130",
+        string rocmIndex = "rocm6.4",
+        string xpuIndex = "xpu"
     )
     {
         var pipArgs = new PipInstallArgs();
@@ -875,6 +876,7 @@ protected PipInstallArgs GetTorchPipArgs(
             TorchIndex.Rocm => rocmIndex,
             TorchIndex.Mps => "cpu",
             TorchIndex.Zluda => cudaIndex,
+            TorchIndex.Ipex => xpuIndex,
             _ => "cpu",
         };
 
diff --git a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
index 4eba9569c..b4ecfd29f 100644
--- a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
+++ b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
@@ -302,7 +302,14 @@ IPyInstallationManager pyInstallationManager
     public override string MainBranch => "master";
 
     public override IEnumerable<TorchIndex> AvailableTorchIndices =>
-        [TorchIndex.Cpu, TorchIndex.Cuda, TorchIndex.DirectMl, TorchIndex.Rocm, TorchIndex.Mps];
+        [
+            TorchIndex.Cpu,
+            TorchIndex.Cuda,
+            TorchIndex.DirectMl,
+            TorchIndex.Ipex,
+            TorchIndex.Mps,
+            TorchIndex.Rocm,
+        ];
 
     public override List<ExtraPackageCommand> GetExtraCommands()
     {
@@ -413,8 +420,9 @@ _ when gfxArch.StartsWith("gfx120") => "https://rocm.nightlies.amd.com/v2/gfx120
                 RequirementsFilePaths = ["requirements.txt"],
                 ExtraPipArgs = ["numpy<2"],
                 TorchaudioVersion = " ", // Request torchaudio without a specific version
-                CudaIndex = isLegacyNvidia ? "cu126" : "cu128",
+                CudaIndex = isLegacyNvidia ? "cu126" : "cu130",
                 RocmIndex = "rocm6.4",
+                XpuIndex = "xpu",
                 UpgradePackages = true,
                 PostInstallPipArgs = ["typing-extensions>=4.15.0"],
             };
diff --git a/StabilityMatrix.Core/Models/Packages/ForgeAmdGpu.cs b/StabilityMatrix.Core/Models/Packages/ForgeAmdGpu.cs
index b19c5d893..9c1a2632d 100644
--- a/StabilityMatrix.Core/Models/Packages/ForgeAmdGpu.cs
+++ b/StabilityMatrix.Core/Models/Packages/ForgeAmdGpu.cs
@@ -42,6 +42,8 @@ IPyInstallationManager pyInstallationManager
 
     public override bool IsCompatible => HardwareHelper.PreferDirectMLOrZluda();
 
+    public override PackageType PackageType => PackageType.SdInference;
+
     public override IEnumerable<PackagePrerequisite> Prerequisites =>
         base.Prerequisites.Concat([PackagePrerequisite.HipSdk]);
 
diff --git a/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs b/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
index ec628b789..2491ce382 100644
--- a/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
+++ b/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
@@ -25,7 +25,6 @@ IPyInstallationManager pyInstallationManager
     public override string RepositoryName => "sd-webui-forge-classic";
     public override string DisplayName { get; set; } = "Stable Diffusion WebUI Forge - Classic";
     public override string MainBranch => "classic";
-
     public override string Blurb =>
         "This fork is focused exclusively on SD1 and SDXL checkpoints, having various optimizations implemented, with the main goal of being the lightest WebUI without any bloatwares.";
     public override string LicenseUrl =>
@@ -36,6 +35,7 @@ IPyInstallationManager pyInstallationManager
     public override IEnumerable<TorchIndex> AvailableTorchIndices => [TorchIndex.Cuda];
     public override bool IsCompatible => HardwareHelper.HasNvidiaGpu();
     public override PyVersion RecommendedPythonVersion => Python.PyInstallationManager.Python_3_11_13;
+    public override PackageType PackageType => PackageType.SdInference;
 
     public override List<LaunchOptionDefinition> LaunchOptions =>
         [
@@ -169,7 +169,8 @@ public override async Task InstallPackage(
         var config = new PipInstallConfig
         {
             RequirementsFilePaths = requirementsPaths,
-            TorchaudioVersion = " ", // Request torchaudio installation
+            TorchVersion = "<2.9.0",
+            TorchvisionVersion = "<0.24.0",
             CudaIndex = isLegacyNvidia ? "cu126" : "cu128",
             UpgradePackages = true,
             ExtraPipArgs =
diff --git a/StabilityMatrix.Core/Models/Packages/ForgeNeo.cs b/StabilityMatrix.Core/Models/Packages/ForgeNeo.cs
new file mode 100644
index 000000000..f73be9105
--- /dev/null
+++ b/StabilityMatrix.Core/Models/Packages/ForgeNeo.cs
@@ -0,0 +1,22 @@
+using Injectio.Attributes;
+using StabilityMatrix.Core.Helper;
+using StabilityMatrix.Core.Helper.Cache;
+using StabilityMatrix.Core.Python;
+using StabilityMatrix.Core.Services;
+
+namespace StabilityMatrix.Core.Models.Packages;
+
+[RegisterSingleton<BasePackage, ForgeNeo>(Duplicate = DuplicateStrategy.Append)]
+public class ForgeNeo(
+    IGithubApiCache githubApi,
+    ISettingsManager settingsManager,
+    IDownloadService downloadService,
+    IPrerequisiteHelper prerequisiteHelper,
+    IPyInstallationManager pyInstallationManager
+) : ForgeClassic(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+{
+    public override string Name => "forge-neo";
+    public override string DisplayName { get; set; } = "Stable Diffusion WebUI Forge - Neo";
+    public override string MainBranch => "neo";
+    public override PackageType PackageType => PackageType.SdInference;
+}
diff --git a/StabilityMatrix.Core/Models/Packages/PipInstallConfig.cs b/StabilityMatrix.Core/Models/Packages/PipInstallConfig.cs
index 885754ed1..2807d464e 100644
--- a/StabilityMatrix.Core/Models/Packages/PipInstallConfig.cs
+++ b/StabilityMatrix.Core/Models/Packages/PipInstallConfig.cs
@@ -14,8 +14,9 @@ public record PipInstallConfig
     public string TorchvisionVersion { get; init; } = "";
     public string TorchaudioVersion { get; init; } = "";
     public string XformersVersion { get; init; } = "";
-    public string CudaIndex { get; init; } = "cu129";
+    public string CudaIndex { get; init; } = "cu130";
     public string RocmIndex { get; init; } = "rocm6.4";
+    public string XpuIndex { get; init; } = "xpu";
     public bool ForceReinstallTorch { get; init; } = true;
     public bool UpgradePackages { get; init; } = false;
     public bool SkipTorchInstall { get; init; } = false;
diff --git a/StabilityMatrix.Core/Models/Packages/Reforge.cs b/StabilityMatrix.Core/Models/Packages/Reforge.cs
index 7e2723cc1..71be0f84a 100644
--- a/StabilityMatrix.Core/Models/Packages/Reforge.cs
+++ b/StabilityMatrix.Core/Models/Packages/Reforge.cs
@@ -26,4 +26,5 @@ IPyInstallationManager pyInstallationManager
     public override Uri PreviewImageUri => new("https://cdn.lykos.ai/sm/packages/reforge/preview.webp");
     public override PackageDifficulty InstallerSortOrder => PackageDifficulty.Recommended;
     public override bool OfferInOneClickInstaller => true;
+    public override PackageType PackageType => PackageType.SdInference;
 }
diff --git a/StabilityMatrix.Core/Models/Packages/SDWebForge.cs b/StabilityMatrix.Core/Models/Packages/SDWebForge.cs
index 6ba6dbcd1..24bf07c3c 100644
--- a/StabilityMatrix.Core/Models/Packages/SDWebForge.cs
+++ b/StabilityMatrix.Core/Models/Packages/SDWebForge.cs
@@ -37,6 +37,7 @@ IPyInstallationManager pyInstallationManager
     public override bool ShouldIgnoreReleases => true;
     public override IPackageExtensionManager ExtensionManager => null;
     public override PackageDifficulty InstallerSortOrder => PackageDifficulty.ReallyRecommended;
+    public override PackageType PackageType => PackageType.Legacy;
 
     public override List<LaunchOptionDefinition> LaunchOptions =>
         [
diff --git a/StabilityMatrix.Core/Models/Packages/VladAutomatic.cs b/StabilityMatrix.Core/Models/Packages/VladAutomatic.cs
index e42c9d078..3af797e34 100644
--- a/StabilityMatrix.Core/Models/Packages/VladAutomatic.cs
+++ b/StabilityMatrix.Core/Models/Packages/VladAutomatic.cs
@@ -205,6 +205,13 @@ IPyInstallationManager pyInstallationManager
                 Options = ["--port"],
             },
             new()
+            {
+                Name = "Use uv",
+                Type = LaunchOptionType.Bool,
+                InitialValue = true,
+                Options = ["--uv"],
+            },
+            new()
             {
                 Name = "VRAM",
                 Type = LaunchOptionType.Bool,
@@ -316,7 +323,7 @@ public override async Task InstallPackage(
             // Run initial install
             case TorchIndex.Cuda:
                 await venvRunner
-                    .CustomInstall("launch.py --use-cuda --debug --test --uv", onConsoleOutput)
+                    .CustomInstall(["launch.py", "--use-cuda", "--debug", "--test", "--uv"], onConsoleOutput)
                     .ConfigureAwait(false);
                 break;
             case TorchIndex.Rocm:
@@ -384,7 +391,7 @@ void HandleConsoleOutput(ProcessOutput s)
         }
 
         VenvRunner.RunDetached(
-            [Path.Combine(installLocation, options.Command ?? LaunchCommand), "--uv", .. options.Arguments],
+            [Path.Combine(installLocation, options.Command ?? LaunchCommand), .. options.Arguments],
             HandleConsoleOutput,
             OnExit
         );
diff --git a/StabilityMatrix.Core/Python/PipInstallArgs.cs b/StabilityMatrix.Core/Python/PipInstallArgs.cs
index 420410166..0b4fdbf77 100644
--- a/StabilityMatrix.Core/Python/PipInstallArgs.cs
+++ b/StabilityMatrix.Core/Python/PipInstallArgs.cs
@@ -34,6 +34,9 @@ public PipInstallArgs WithExtraIndex(string indexUrl) =>
     public PipInstallArgs WithTorchExtraIndex(string index) =>
         WithExtraIndex($"https://download.pytorch.org/whl/{index}");
 
+    public PipInstallArgs WithUvTorchExtraIndex(string index) =>
+        this.AddKeyedArgs("--index", ["--index", $"pytorch=https://download.pytorch.org/whl/{index}"]);
+
     public PipInstallArgs WithParsedFromRequirementsTxt(
         string requirements,
         [StringSyntax(StringSyntaxAttribute.Regex)] string? excludePattern = null
@@ -121,13 +124,12 @@ public PipInstallArgs RemovePipArgKey(string argumentKey)
         return this with
         {
             Arguments = Arguments
-                .Where(
-                    arg =>
-                        arg.HasKey
-                            ? (arg.Key != argumentKey)
-                            : (arg.Value != argumentKey && !arg.Value.Contains($"{argumentKey}=="))
+                .Where(arg =>
+                    arg.HasKey
+                        ? (arg.Key != argumentKey)
+                        : (arg.Value != argumentKey && !arg.Value.Contains($"{argumentKey}=="))
                 )
-                .ToImmutableList()
+                .ToImmutableList(),
         };
     }
 

From 3423494c720e1128d1402b9b9b3ea5e42841e3fa Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sat, 22 Nov 2025 20:34:41 -0800
Subject: [PATCH 028/218] chagenlog

---
 CHANGELOG.md | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 56ab8d95e..4874abc6f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,20 @@ All notable changes to Stability Matrix will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2.0.0.html).
 
+## v2.16.0-dev.1
+### Added
+- Added Intel GPU support for ComfyUI
+- Added [Stable Diffusion WebUI Forge - Neo](https://github.com/Haoming02/sd-webui-forge-classic/tree/neo) as a separate package for convenience
+- Added "Run Python Command" option to the package card's 3-dots menu for running arbitrary Python code in the package's virtual environment
+- Added togglable `--uv` argument to the SD.Next launch options
+### Changed
+- Moved the original Stable Diffusion WebUI Forge to the "Legacy" packages tab due to inactivity
+- Updated to cu130 torch index for ComfyUI installs with Nvidia GPUs
+- Consolidated and fixed AMD GPU architecture detection
+- Updated SageAttention installer to latest v2.2.0-windows.post4 version
+### Fixed
+- Fixed [#1450](https://github.com/LykosAI/StabilityMatrix/issues/1450) - Older SD.Next not launching due to forced `--uv` argument
+
 ## v2.15.4
 ### Changed
 - Updated Early Access indicators in the Civitai Details page to be more visible

From b521bc0a57dbc4e75cbf07a0d3c19d3a806effdf Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Fri, 28 Nov 2025 18:24:51 -0800
Subject: [PATCH 029/218] Added BananaVision tab for chatting with image edit
 models, e.g. Flux Kontext, Qwen Image, or Nano Banana

---
 StabilityMatrix.Avalonia/App.axaml.cs         |   29 +-
 .../Assets/hf-packages.json                   |    7 +-
 .../BananaVision/MessageAlignmentConverter.cs |   18 +
 .../BananaVision/MessageColorConverter.cs     |   37 +
 .../BananaVision/MessageTextColorConverter.cs |   25 +
 .../ProviderIdToDisplayNameConverter.cs       |   38 +
 .../DesignData/DesignData.cs                  |    3 +
 .../Models/BananaVision/Messages.cs           |   71 +
 .../Models/ImageSource.cs                     |    2 +
 .../Services/AccountsService.cs               |   79 +-
 .../Services/FluxKontextModelManager.cs       |  197 ++
 .../Services/FluxKontextProvider.cs           |  259 +++
 .../Services/FluxKontextWorkflowBuilder.cs    |  377 ++++
 .../Services/IAccountsService.cs              |   10 +-
 .../Services/ILocalProviderModelManager.cs    |   41 +
 .../LocalProviderModelManagerRegistry.cs      |   48 +
 .../Services/QwenImageEditModelManager.cs     |  166 ++
 .../Services/QwenImageEditProvider.cs         |  263 +++
 .../Services/QwenImageEditWorkflowBuilder.cs  |  292 +++
 .../StabilityMatrix.Avalonia.csproj           |    3 +
 .../ViewModels/BananaVisionPageViewModel.cs   | 1697 +++++++++++++++++
 .../Dialogs/DownloadMissingModelsViewModel.cs |  271 +++
 .../Dialogs/DownloadableModelItemViewModel.cs |  140 ++
 .../Dialogs/ImageAnnotationEditorViewModel.cs |  222 +++
 .../Settings/AccountSettingsViewModel.cs      |   92 +-
 .../Views/BananaVisionPage.axaml              | 1138 +++++++++++
 .../Views/BananaVisionPage.axaml.cs           |   37 +
 .../Dialogs/DownloadMissingModelsDialog.axaml |  159 ++
 .../DownloadMissingModelsDialog.axaml.cs      |   19 +
 .../Dialogs/ImageAnnotationEditorDialog.axaml |   63 +
 .../ImageAnnotationEditorDialog.axaml.cs      |   13 +
 .../Views/Settings/AccountSettingsPage.axaml  |   26 +-
 .../Api/Handlers/GeminiApiKeyHandler.cs       |   25 +
 StabilityMatrix.Core/Api/IGeminiApi.cs        |   21 +
 .../Database/BananaVisionDbContext.cs         |  241 +++
 .../Database/IBananaVisionDbContext.cs        |   17 +
 StabilityMatrix.Core/Helper/RemoteModels.cs   |  178 +-
 .../Api/Comfy/Nodes/ComfyNodeBuilder.cs       |   56 +
 .../Gemini/GeminiGenerateContentRequest.cs    |  103 +
 .../Gemini/GeminiGenerateContentResponse.cs   |   54 +
 .../Api/GeminiAccountStatusUpdateEventArgs.cs |   17 +
 .../Database/ImageGenerationConversation.cs   |   32 +
 .../Models/Database/ImageGenerationMessage.cs |   48 +
 StabilityMatrix.Core/Models/Secrets.cs        |    2 +
 .../Gemini3ProImageGenerationProvider.cs      |  262 +++
 .../GeminiImageGenerationProvider.cs          |  219 +++
 .../IImageGenerationChatService.cs            |   73 +
 .../IImageGenerationProvider.cs               |   35 +
 .../ImageGenerationChatService.cs             |  358 ++++
 .../ImageGeneration/ImageGenerationRequest.cs |   79 +
 .../ImageGenerationResponse.cs                |   53 +
 51 files changed, 7646 insertions(+), 69 deletions(-)
 create mode 100644 StabilityMatrix.Avalonia/Converters/BananaVision/MessageAlignmentConverter.cs
 create mode 100644 StabilityMatrix.Avalonia/Converters/BananaVision/MessageColorConverter.cs
 create mode 100644 StabilityMatrix.Avalonia/Converters/BananaVision/MessageTextColorConverter.cs
 create mode 100644 StabilityMatrix.Avalonia/Converters/BananaVision/ProviderIdToDisplayNameConverter.cs
 create mode 100644 StabilityMatrix.Avalonia/Models/BananaVision/Messages.cs
 create mode 100644 StabilityMatrix.Avalonia/Services/FluxKontextModelManager.cs
 create mode 100644 StabilityMatrix.Avalonia/Services/FluxKontextProvider.cs
 create mode 100644 StabilityMatrix.Avalonia/Services/FluxKontextWorkflowBuilder.cs
 create mode 100644 StabilityMatrix.Avalonia/Services/ILocalProviderModelManager.cs
 create mode 100644 StabilityMatrix.Avalonia/Services/LocalProviderModelManagerRegistry.cs
 create mode 100644 StabilityMatrix.Avalonia/Services/QwenImageEditModelManager.cs
 create mode 100644 StabilityMatrix.Avalonia/Services/QwenImageEditProvider.cs
 create mode 100644 StabilityMatrix.Avalonia/Services/QwenImageEditWorkflowBuilder.cs
 create mode 100644 StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs
 create mode 100644 StabilityMatrix.Avalonia/ViewModels/Dialogs/DownloadMissingModelsViewModel.cs
 create mode 100644 StabilityMatrix.Avalonia/ViewModels/Dialogs/DownloadableModelItemViewModel.cs
 create mode 100644 StabilityMatrix.Avalonia/ViewModels/Dialogs/ImageAnnotationEditorViewModel.cs
 create mode 100644 StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml
 create mode 100644 StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml.cs
 create mode 100644 StabilityMatrix.Avalonia/Views/Dialogs/DownloadMissingModelsDialog.axaml
 create mode 100644 StabilityMatrix.Avalonia/Views/Dialogs/DownloadMissingModelsDialog.axaml.cs
 create mode 100644 StabilityMatrix.Avalonia/Views/Dialogs/ImageAnnotationEditorDialog.axaml
 create mode 100644 StabilityMatrix.Avalonia/Views/Dialogs/ImageAnnotationEditorDialog.axaml.cs
 create mode 100644 StabilityMatrix.Core/Api/Handlers/GeminiApiKeyHandler.cs
 create mode 100644 StabilityMatrix.Core/Api/IGeminiApi.cs
 create mode 100644 StabilityMatrix.Core/Database/BananaVisionDbContext.cs
 create mode 100644 StabilityMatrix.Core/Database/IBananaVisionDbContext.cs
 create mode 100644 StabilityMatrix.Core/Models/Api/Gemini/GeminiGenerateContentRequest.cs
 create mode 100644 StabilityMatrix.Core/Models/Api/Gemini/GeminiGenerateContentResponse.cs
 create mode 100644 StabilityMatrix.Core/Models/Api/GeminiAccountStatusUpdateEventArgs.cs
 create mode 100644 StabilityMatrix.Core/Models/Database/ImageGenerationConversation.cs
 create mode 100644 StabilityMatrix.Core/Models/Database/ImageGenerationMessage.cs
 create mode 100644 StabilityMatrix.Core/Services/ImageGeneration/Gemini3ProImageGenerationProvider.cs
 create mode 100644 StabilityMatrix.Core/Services/ImageGeneration/GeminiImageGenerationProvider.cs
 create mode 100644 StabilityMatrix.Core/Services/ImageGeneration/IImageGenerationChatService.cs
 create mode 100644 StabilityMatrix.Core/Services/ImageGeneration/IImageGenerationProvider.cs
 create mode 100644 StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationChatService.cs
 create mode 100644 StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationRequest.cs
 create mode 100644 StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationResponse.cs

diff --git a/StabilityMatrix.Avalonia/App.axaml.cs b/StabilityMatrix.Avalonia/App.axaml.cs
index e31445507..170322486 100644
--- a/StabilityMatrix.Avalonia/App.axaml.cs
+++ b/StabilityMatrix.Avalonia/App.axaml.cs
@@ -51,6 +51,7 @@
 using StabilityMatrix.Avalonia.ViewModels.Progress;
 using StabilityMatrix.Avalonia.Views;
 using StabilityMatrix.Core.Api;
+using StabilityMatrix.Core.Api.Handlers;
 using StabilityMatrix.Core.Api.LykosAuthApi;
 using StabilityMatrix.Core.Api.PromptGenApi;
 using StabilityMatrix.Core.Attributes;
@@ -65,6 +66,7 @@
 using StabilityMatrix.Core.Models.Settings;
 using StabilityMatrix.Core.Python;
 using StabilityMatrix.Core.Services;
+using StabilityMatrix.Core.Services.ImageGeneration;
 using StabilityMatrix.Core.Updater;
 using ApiOptions = StabilityMatrix.Core.Models.Configs.ApiOptions;
 using Application = Avalonia.Application;
@@ -366,6 +368,7 @@ internal static void ConfigurePageViewModels(IServiceCollection services)
                 provider.GetRequiredService<CheckpointBrowserViewModel>(),
                 provider.GetRequiredService<OutputsPageViewModel>(),
                 provider.GetRequiredService<WorkflowsPageViewModel>(),
+                provider.GetRequiredService<BananaVisionPageViewModel>(),
             },
             FooterPages = { provider.GetRequiredService<SettingsViewModel>() },
         });
@@ -468,8 +471,19 @@ internal static IServiceCollection ConfigureServices(bool disableMessagePipeInte
         {
             services.AddSingleton<ILiteDbContext, LiteDbContext>();
             services.AddSingleton<IDisposable>(p => p.GetRequiredService<ILiteDbContext>());
+
+            // BananaVision has its own database to preserve conversations when main DB is cleared
+            services.AddSingleton<IBananaVisionDbContext, BananaVisionDbContext>();
+            services.AddSingleton<IDisposable>(p => p.GetRequiredService<IBananaVisionDbContext>());
         }
 
+        // Image generation services
+        services.AddSingleton<IImageGenerationProvider, GeminiImageGenerationProvider>();
+        services.AddSingleton<IImageGenerationProvider, Gemini3ProImageGenerationProvider>();
+        services.AddSingleton<IImageGenerationProvider, FluxKontextProvider>();
+        services.AddSingleton<IImageGenerationProvider, QwenImageEditProvider>();
+        services.AddSingleton<IImageGenerationChatService, ImageGenerationChatService>();
+
         services.AddTransient<IGitHubClient, GitHubClient>(_ =>
         {
             var client = new GitHubClient(new ProductHeaderValue("StabilityMatrix"));
@@ -693,7 +707,7 @@ internal static IServiceCollection ConfigureServices(bool disableMessagePipeInte
                 }
             )
             .ConfigurePrimaryHttpMessageHandler(() => new HttpClientHandler { AllowAutoRedirect = false })
-            .AddPolicyHandler(retryPolicy)
+            // .AddPolicyHandler(retryPolicyLonger)
             .AddHttpMessageHandler(serviceProvider => new TokenAuthHeaderHandler(
                 serviceProvider.GetRequiredService<LykosAuthTokenProvider>()
             ));
@@ -729,6 +743,19 @@ internal static IServiceCollection ConfigureServices(bool disableMessagePipeInte
             })
             .AddPolicyHandler(retryPolicy); // Assuming retryPolicy is suitable
 
+        services
+            .AddRefitClient<IGeminiApi>(defaultRefitSettings)
+            .ConfigureHttpClient(c =>
+            {
+                c.BaseAddress = new Uri("https://generativelanguage.googleapis.com");
+                c.Timeout = TimeSpan.FromMinutes(5); // Higher timeout for image generation
+            })
+            .AddHttpMessageHandler<GeminiApiKeyHandler>()
+            .AddPolicyHandler(retryPolicyLonger);
+
+        // Register GeminiApiKeyHandler
+        services.AddTransient<GeminiApiKeyHandler>();
+
         // Apizr clients
         services.AddApizrManagerFor<IOpenModelDbApi, OpenModelDbManager>(options =>
         {
diff --git a/StabilityMatrix.Avalonia/Assets/hf-packages.json b/StabilityMatrix.Avalonia/Assets/hf-packages.json
index c3dd9c135..457952327 100644
--- a/StabilityMatrix.Avalonia/Assets/hf-packages.json
+++ b/StabilityMatrix.Avalonia/Assets/hf-packages.json
@@ -1223,12 +1223,11 @@
   {
     "ModelCategory": "Vae",
     "ModelName": "Flux.1 VAE",
-    "RepositoryPath": "black-forest-labs/FLUX.1-schnell",
+    "RepositoryPath": "Comfy-Org/Lumina_Image_2.0_Repackaged",
     "Files": [
-      "ae.safetensors"
+      "split_files/vae/ae.safetensors"
     ],
-    "LicenseType": "Apache 2.0",
-    "LoginRequired": true
+    "LicenseType": "Flux.1 Dev NonCommercial"
   },
   {
     "ModelCategory": "Vae",
diff --git a/StabilityMatrix.Avalonia/Converters/BananaVision/MessageAlignmentConverter.cs b/StabilityMatrix.Avalonia/Converters/BananaVision/MessageAlignmentConverter.cs
new file mode 100644
index 000000000..7466ad567
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Converters/BananaVision/MessageAlignmentConverter.cs
@@ -0,0 +1,18 @@
+using System.Globalization;
+using Avalonia.Data.Converters;
+using Avalonia.Layout;
+
+namespace StabilityMatrix.Avalonia.Converters.BananaVision;
+
+public class MessageAlignmentConverter : IValueConverter
+{
+    public object? Convert(object? value, Type targetType, object? parameter, CultureInfo culture)
+    {
+        return value is true ? HorizontalAlignment.Right : HorizontalAlignment.Left;
+    }
+
+    public object? ConvertBack(object? value, Type targetType, object? parameter, CultureInfo culture)
+    {
+        throw new NotImplementedException();
+    }
+}
diff --git a/StabilityMatrix.Avalonia/Converters/BananaVision/MessageColorConverter.cs b/StabilityMatrix.Avalonia/Converters/BananaVision/MessageColorConverter.cs
new file mode 100644
index 000000000..13029a7f2
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Converters/BananaVision/MessageColorConverter.cs
@@ -0,0 +1,37 @@
+using System.Globalization;
+using Avalonia;
+using Avalonia.Data.Converters;
+using Avalonia.Media;
+using Avalonia.Styling;
+
+namespace StabilityMatrix.Avalonia.Converters.BananaVision;
+
+public class MessageColorConverter : IValueConverter
+{
+    // iOS Blue
+    private readonly SolidColorBrush myColor = new(Color.Parse("#007AFF"));
+
+    // iOS Light Grey
+    private readonly SolidColorBrush theirColor = new(Color.Parse("#E5E5EA"));
+
+    // iOS Dark Mode Blue
+    private readonly SolidColorBrush myColorDark = new(Color.Parse("#0A84FF"));
+
+    // iOS Dark Mode Grey (Secondary System Fill)
+    private readonly SolidColorBrush theirColorDark = new(Color.Parse("#262626"));
+
+    public object? Convert(object? value, Type targetType, object? parameter, CultureInfo culture)
+    {
+        if (Application.Current?.ActualThemeVariant == ThemeVariant.Dark)
+        {
+            return value is true ? myColorDark : theirColorDark;
+        }
+
+        return value is true ? myColor : theirColor;
+    }
+
+    public object? ConvertBack(object? value, Type targetType, object? parameter, CultureInfo culture)
+    {
+        throw new NotImplementedException();
+    }
+}
diff --git a/StabilityMatrix.Avalonia/Converters/BananaVision/MessageTextColorConverter.cs b/StabilityMatrix.Avalonia/Converters/BananaVision/MessageTextColorConverter.cs
new file mode 100644
index 000000000..361378231
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Converters/BananaVision/MessageTextColorConverter.cs
@@ -0,0 +1,25 @@
+using System.Globalization;
+using Avalonia;
+using Avalonia.Data.Converters;
+using Avalonia.Media;
+using Avalonia.Styling;
+
+namespace StabilityMatrix.Avalonia.Converters.BananaVision;
+
+public class MessageTextColorConverter : IValueConverter
+{
+    public object? Convert(object? value, Type targetType, object? parameter, CultureInfo culture)
+    {
+        // always white for dark mode
+        if (Application.Current?.ActualThemeVariant == ThemeVariant.Dark)
+            return Brushes.White;
+
+        // White text for blue bubbles, Black text for grey bubbles
+        return value is true ? Brushes.White : Brushes.Black;
+    }
+
+    public object? ConvertBack(object? value, Type targetType, object? parameter, CultureInfo culture)
+    {
+        throw new NotImplementedException();
+    }
+}
diff --git a/StabilityMatrix.Avalonia/Converters/BananaVision/ProviderIdToDisplayNameConverter.cs b/StabilityMatrix.Avalonia/Converters/BananaVision/ProviderIdToDisplayNameConverter.cs
new file mode 100644
index 000000000..ac8fccdc0
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Converters/BananaVision/ProviderIdToDisplayNameConverter.cs
@@ -0,0 +1,38 @@
+using System;
+using System.Collections.Generic;
+using System.Globalization;
+using Avalonia.Data.Converters;
+
+namespace StabilityMatrix.Avalonia.Converters.BananaVision;
+
+/// <summary>
+/// Converts provider IDs to user-friendly display names
+/// </summary>
+public class ProviderIdToDisplayNameConverter : IValueConverter
+{
+    public static readonly ProviderIdToDisplayNameConverter Instance = new();
+
+    private static readonly Dictionary<string, string> ProviderDisplayNames = new()
+    {
+        ["gemini-2.5-flash"] = "Gemini 2.5 Flash",
+        ["gemini-3-pro"] = "Gemini 3 Pro",
+        ["flux-kontext"] = "Flux Kontext",
+        ["qwen-image-edit"] = "Qwen Image Edit",
+    };
+
+    public object? Convert(object? value, Type targetType, object? parameter, CultureInfo culture)
+    {
+        if (value is string providerId && ProviderDisplayNames.TryGetValue(providerId, out var displayName))
+        {
+            return displayName;
+        }
+
+        // Return the original ID if no mapping found
+        return value?.ToString() ?? "Unknown";
+    }
+
+    public object? ConvertBack(object? value, Type targetType, object? parameter, CultureInfo culture)
+    {
+        throw new NotSupportedException();
+    }
+}
diff --git a/StabilityMatrix.Avalonia/DesignData/DesignData.cs b/StabilityMatrix.Avalonia/DesignData/DesignData.cs
index 9bbbecebf..2aee2681b 100644
--- a/StabilityMatrix.Avalonia/DesignData/DesignData.cs
+++ b/StabilityMatrix.Avalonia/DesignData/DesignData.cs
@@ -955,6 +955,9 @@ public static UpdateSettingsViewModel UpdateSettingsViewModel
 
     public static MaskEditorViewModel MaskEditorViewModel => DialogFactory.Get<MaskEditorViewModel>();
 
+    public static ImageAnnotationEditorViewModel ImageAnnotationEditorViewModel =>
+        DialogFactory.Get<ImageAnnotationEditorViewModel>();
+
     public static InferenceTextToImageViewModel InferenceTextToImageViewModel =>
         DialogFactory.Get<InferenceTextToImageViewModel>(vm =>
         {
diff --git a/StabilityMatrix.Avalonia/Models/BananaVision/Messages.cs b/StabilityMatrix.Avalonia/Models/BananaVision/Messages.cs
new file mode 100644
index 000000000..8c9938830
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Models/BananaVision/Messages.cs
@@ -0,0 +1,71 @@
+using Avalonia.Media.Imaging;
+using CommunityToolkit.Mvvm.ComponentModel;
+
+namespace StabilityMatrix.Avalonia.Models.BananaVision;
+
+public abstract class MessageBase(bool isMyMessage)
+{
+    public bool IsMyMessage { get; } = isMyMessage;
+    public string Time { get; } = DateTime.Now.ToString("HH:mm");
+}
+
+/// <summary>
+/// Text message implementation
+/// </summary>
+public class TextMessage(string text, bool isMyMessage) : MessageBase(isMyMessage)
+{
+    public string Text { get; } = text;
+}
+
+/// <summary>
+/// Image message implementation
+/// </summary>
+public class ImageMessage(Bitmap image, bool isMyMessage) : MessageBase(isMyMessage)
+{
+    public Bitmap? Image { get; } = image;
+}
+
+/// <summary>
+/// Thinking/reasoning message from Gemini 3 Pro
+/// Displays as a collapsible section showing the AI's reasoning process
+/// </summary>
+public partial class ThinkingMessage : ObservableObject
+{
+    public ThinkingMessage(string thinkingContent)
+    {
+        ThinkingContent = thinkingContent;
+        IsExpanded = false;
+        Time = DateTime.Now.ToString("HH:mm");
+    }
+
+    /// <summary>
+    /// The thinking/reasoning content from the model
+    /// </summary>
+    public string ThinkingContent { get; }
+
+    /// <summary>
+    /// Preview of the thinking content (first ~100 chars)
+    /// </summary>
+    public string ThinkingPreview =>
+        ThinkingContent.Length > 100 ? ThinkingContent[..100] + "..." : ThinkingContent;
+
+    /// <summary>
+    /// Whether the thinking section is expanded
+    /// </summary>
+    [ObservableProperty]
+    private bool isExpanded;
+
+    /// <summary>
+    /// Time the message was created
+    /// </summary>
+    public string Time { get; }
+
+    /// <summary>
+    /// Toggle the expanded state
+    /// </summary>
+    [CommunityToolkit.Mvvm.Input.RelayCommand]
+    private void ToggleExpanded()
+    {
+        IsExpanded = !IsExpanded;
+    }
+}
diff --git a/StabilityMatrix.Avalonia/Models/ImageSource.cs b/StabilityMatrix.Avalonia/Models/ImageSource.cs
index 983e50e2f..aa33b8e5b 100644
--- a/StabilityMatrix.Avalonia/Models/ImageSource.cs
+++ b/StabilityMatrix.Avalonia/Models/ImageSource.cs
@@ -57,6 +57,8 @@ public ImageSource(Uri remoteUrl)
     public ImageSource(Bitmap bitmap)
     {
         Bitmap = bitmap;
+        // Set default template key for bitmap-only sources
+        TemplateKey = ImageSourceTemplateType.Image;
     }
 
     [JsonIgnore]
diff --git a/StabilityMatrix.Avalonia/Services/AccountsService.cs b/StabilityMatrix.Avalonia/Services/AccountsService.cs
index 7e38cb517..a95633675 100644
--- a/StabilityMatrix.Avalonia/Services/AccountsService.cs
+++ b/StabilityMatrix.Avalonia/Services/AccountsService.cs
@@ -1,24 +1,15 @@
-using System;
-using System.Net;
+using System.Net;
 using System.Security.Claims;
-using System.Threading;
-using System.Threading.Tasks;
 using Injectio.Attributes;
 using Microsoft.Extensions.Logging;
-using Microsoft.IdentityModel.JsonWebTokens;
-using Microsoft.IdentityModel.Tokens;
-using OpenIddict.Abstractions;
 using OpenIddict.Client;
-using OpenIddict.Client.SystemNetHttp;
 using StabilityMatrix.Core.Api;
 using StabilityMatrix.Core.Api.LykosAuthApi;
-using StabilityMatrix.Core.Attributes;
 using StabilityMatrix.Core.Models;
 using StabilityMatrix.Core.Models.Api;
 using StabilityMatrix.Core.Models.Api.CivitTRPC;
 using StabilityMatrix.Core.Models.Api.Lykos;
 using StabilityMatrix.Core.Services;
-using static OpenIddict.Client.OpenIddictClientModels;
 using ApiException = Refit.ApiException;
 
 namespace StabilityMatrix.Avalonia.Services;
@@ -31,7 +22,7 @@ public class AccountsService : IAccountsService
     private readonly ILykosAuthApiV1 lykosAuthApi;
     private readonly ILykosAuthApiV2 lykosAuthApiV2;
     private readonly ICivitTRPCApi civitTRPCApi;
-    private readonly IHuggingFaceApi huggingFaceApi; // Added
+    private readonly IHuggingFaceApi huggingFaceApi;
     private readonly OpenIddictClientService openIdClient;
 
     /// <inheritdoc />
@@ -43,19 +34,24 @@ public class AccountsService : IAccountsService
     /// <inheritdoc />
     public event EventHandler<HuggingFaceAccountStatusUpdateEventArgs>? HuggingFaceAccountStatusUpdate;
 
+    /// <inheritdoc />
+    public event EventHandler<GeminiAccountStatusUpdateEventArgs>? GeminiAccountStatusUpdate;
+
     public LykosAccountStatusUpdateEventArgs? LykosStatus { get; private set; }
 
     public CivitAccountStatusUpdateEventArgs? CivitStatus { get; private set; }
 
     public HuggingFaceAccountStatusUpdateEventArgs? HuggingFaceStatus { get; private set; }
 
+    public GeminiAccountStatusUpdateEventArgs? GeminiStatus { get; private set; }
+
     public AccountsService(
         ILogger<AccountsService> logger,
         ISecretsManager secretsManager,
         ILykosAuthApiV1 lykosAuthApi,
         ILykosAuthApiV2 lykosAuthApiV2,
         ICivitTRPCApi civitTRPCApi,
-        IHuggingFaceApi huggingFaceApi, // Added
+        IHuggingFaceApi huggingFaceApi,
         OpenIddictClientService openIdClient
     )
     {
@@ -64,13 +60,14 @@ OpenIddictClientService openIdClient
         this.lykosAuthApi = lykosAuthApi;
         this.lykosAuthApiV2 = lykosAuthApiV2;
         this.civitTRPCApi = civitTRPCApi;
-        this.huggingFaceApi = huggingFaceApi; // Added
+        this.huggingFaceApi = huggingFaceApi;
         this.openIdClient = openIdClient;
 
-        // Update our own status when the Lykos account status changes
+        // Update our own status when the account status changes
         LykosAccountStatusUpdate += (_, args) => LykosStatus = args;
-        CivitAccountStatusUpdate += (_, args) => CivitStatus = args; // Assuming this was intended
+        CivitAccountStatusUpdate += (_, args) => CivitStatus = args;
         HuggingFaceAccountStatusUpdate += (_, args) => HuggingFaceStatus = args;
+        GeminiAccountStatusUpdate += (_, args) => GeminiStatus = args;
     }
 
     public async Task<bool> HasStoredLykosAccountAsync()
@@ -204,6 +201,7 @@ public async Task RefreshAsync()
         await RefreshLykosAsync(secrets);
         await RefreshCivitAsync(secrets);
         await RefreshHuggingFaceAsync(secrets);
+        await RefreshGeminiAsync(secrets);
     }
 
     public async Task RefreshLykosAsync()
@@ -446,4 +444,55 @@ public async Task HuggingFaceLogoutAsync()
         await secretsManager.SaveAsync(secrets with { HuggingFaceToken = null });
         OnHuggingFaceAccountStatusUpdate(HuggingFaceAccountStatusUpdateEventArgs.Disconnected);
     }
+
+    public async Task GeminiLoginAsync(string apiKey)
+    {
+        var secrets = await secretsManager.SafeLoadAsync();
+        secrets = secrets with { GeminiApiKey = apiKey };
+        await secretsManager.SaveAsync(secrets);
+        await RefreshGeminiAsync(secrets);
+    }
+
+    public async Task GeminiLogoutAsync()
+    {
+        var secrets = await secretsManager.SafeLoadAsync();
+        await secretsManager.SaveAsync(secrets with { GeminiApiKey = null });
+        OnGeminiAccountStatusUpdate(GeminiAccountStatusUpdateEventArgs.Disconnected);
+    }
+
+    public async Task RefreshGeminiAsync()
+    {
+        var secrets = await secretsManager.SafeLoadAsync();
+        await RefreshGeminiAsync(secrets);
+    }
+
+    private Task RefreshGeminiAsync(Secrets secrets)
+    {
+        // Gemini API key validation is simple - we just check if it exists
+        // No API call needed to validate since Gemini doesn't have a "whoami" endpoint
+        if (!string.IsNullOrWhiteSpace(secrets.GeminiApiKey))
+        {
+            OnGeminiAccountStatusUpdate(new GeminiAccountStatusUpdateEventArgs(true));
+        }
+        else
+        {
+            OnGeminiAccountStatusUpdate(GeminiAccountStatusUpdateEventArgs.Disconnected);
+        }
+
+        return Task.CompletedTask;
+    }
+
+    private void OnGeminiAccountStatusUpdate(GeminiAccountStatusUpdateEventArgs e)
+    {
+        if (!e.IsConnected && GeminiStatus?.IsConnected == true)
+        {
+            logger.LogInformation("Gemini API key removed");
+        }
+        else if (e.IsConnected && GeminiStatus?.IsConnected == false)
+        {
+            logger.LogInformation("Gemini API key configured");
+        }
+
+        GeminiAccountStatusUpdate?.Invoke(this, e);
+    }
 }
diff --git a/StabilityMatrix.Avalonia/Services/FluxKontextModelManager.cs b/StabilityMatrix.Avalonia/Services/FluxKontextModelManager.cs
new file mode 100644
index 000000000..3121a2940
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Services/FluxKontextModelManager.cs
@@ -0,0 +1,197 @@
+using StabilityMatrix.Avalonia.Models;
+using StabilityMatrix.Core.Helper;
+using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Services.ImageGeneration;
+
+namespace StabilityMatrix.Avalonia.Services;
+
+/// <summary>
+/// Manages Flux Kontext model requirements and validation
+/// </summary>
+public class FluxKontextModelManager : ILocalProviderModelManager
+{
+    public string ProviderId => "flux-kontext";
+
+    public string ProviderDisplayName => "Flux Kontext";
+
+    public string DownloadDialogDescription =>
+        "Flux Kontext requires the following models to run. You can deselect any you already have installed elsewhere:";
+
+    /// <summary>
+    /// Check if all required models are available (only checks LOCAL models, not remote definitions)
+    /// </summary>
+    public bool AreModelsAvailable(IInferenceClientManager clientManager)
+    {
+        var hasUnet = clientManager.UnetModels.Any(m =>
+            m.Local != null
+            && // Only check LOCAL models
+            (
+                m.FileName.Contains("flux1-dev-kontext", StringComparison.OrdinalIgnoreCase)
+                || m.FileName.Contains("flux-kontext", StringComparison.OrdinalIgnoreCase)
+            )
+        );
+
+        var hasVae = clientManager.VaeModels.Any(m =>
+            m.Local != null
+            && // Only check LOCAL models
+            m.FileName.Equals("ae.safetensors", StringComparison.OrdinalIgnoreCase)
+        );
+
+        var hasClip1 = clientManager.ClipModels.Any(m =>
+            m.Local != null
+            && // Only check LOCAL models
+            m.FileName.Contains("clip_l", StringComparison.OrdinalIgnoreCase)
+        );
+
+        var hasClip2 = clientManager.ClipModels.Any(m =>
+            m.Local != null
+            && // Only check LOCAL models
+            (
+                m.FileName.Contains("t5xxl", StringComparison.OrdinalIgnoreCase)
+                || m.FileName.Contains("t5-xxl", StringComparison.OrdinalIgnoreCase)
+            )
+        );
+
+        return hasUnet && hasVae && hasClip1 && hasClip2;
+    }
+
+    /// <summary>
+    /// Get list of missing models as RemoteResource for download
+    /// </summary>
+    public IEnumerable<RemoteResource> GetMissingModels(IInferenceClientManager clientManager)
+    {
+        var allModels = RemoteModels.FluxKontextModels;
+        var missing = new List<RemoteResource>();
+
+        // Check for UNET model (only LOCAL models)
+        if (
+            !clientManager.UnetModels.Any(m =>
+                m.Local != null
+                && (
+                    m.FileName.Contains("flux1-dev-kontext", StringComparison.OrdinalIgnoreCase)
+                    || m.FileName.Contains("flux-kontext", StringComparison.OrdinalIgnoreCase)
+                )
+            )
+        )
+        {
+            var unetModel = allModels.FirstOrDefault(m => m.ContextType is SharedFolderType.DiffusionModels);
+            if (unetModel.Url != null)
+            {
+                missing.Add(unetModel);
+            }
+        }
+
+        // Check for VAE model (only LOCAL models)
+        if (
+            !clientManager.VaeModels.Any(m =>
+                m.Local != null && m.FileName.Equals("ae.safetensors", StringComparison.OrdinalIgnoreCase)
+            )
+        )
+        {
+            var vaeModel = allModels.FirstOrDefault(m => m.ContextType is SharedFolderType.VAE);
+            if (vaeModel.Url != null)
+            {
+                missing.Add(vaeModel);
+            }
+        }
+
+        // Check for CLIP-L model (only LOCAL models)
+        if (
+            !clientManager.ClipModels.Any(m =>
+                m.Local != null && m.FileName.Contains("clip_l", StringComparison.OrdinalIgnoreCase)
+            )
+        )
+        {
+            var clipModel = allModels.FirstOrDefault(m =>
+                m.ContextType is SharedFolderType.TextEncoders
+                && m.FileName.Contains("clip_l", StringComparison.OrdinalIgnoreCase)
+            );
+            if (clipModel.Url != null)
+            {
+                missing.Add(clipModel);
+            }
+        }
+
+        // Check for T5-XXL model (only LOCAL models)
+        if (
+            !clientManager.ClipModels.Any(m =>
+                m.Local != null
+                && (
+                    m.FileName.Contains("t5xxl", StringComparison.OrdinalIgnoreCase)
+                    || m.FileName.Contains("t5-xxl", StringComparison.OrdinalIgnoreCase)
+                )
+            )
+        )
+        {
+            var t5Model = allModels.FirstOrDefault(m =>
+                m.ContextType is SharedFolderType.TextEncoders
+                && m.FileName.Contains("t5xxl", StringComparison.OrdinalIgnoreCase)
+            );
+            if (t5Model.Url != null)
+            {
+                missing.Add(t5Model);
+            }
+        }
+
+        return missing;
+    }
+
+    /// <summary>
+    /// Get human-readable names for missing models (for status display)
+    /// </summary>
+    public IEnumerable<string> GetMissingModelNames(IInferenceClientManager clientManager)
+    {
+        var missing = GetMissingModels(clientManager);
+
+        foreach (var model in missing)
+        {
+            var name = model.ContextType switch
+            {
+                SharedFolderType.DiffusionModels => "Flux Kontext UNET",
+                SharedFolderType.VAE => "Flux VAE",
+                SharedFolderType.TextEncoders
+                    when model.FileName.Contains("clip_l", StringComparison.OrdinalIgnoreCase) => "CLIP-L",
+                SharedFolderType.TextEncoders
+                    when model.FileName.Contains("t5xxl", StringComparison.OrdinalIgnoreCase) => "T5-XXL",
+                _ => model.FileName,
+            };
+            yield return name;
+        }
+    }
+
+    /// <summary>
+    /// Select the best available models for Flux Kontext (only selects LOCAL models)
+    /// </summary>
+    internal FluxKontextWorkflowBuilder.SelectedModels SelectModels(IInferenceClientManager clientManager)
+    {
+        var unetModel =
+            clientManager.UnetModels.FirstOrDefault(m =>
+                m.Local != null
+                && (
+                    m.FileName.Contains("flux1-dev-kontext", StringComparison.OrdinalIgnoreCase)
+                    || m.FileName.Contains("flux-kontext", StringComparison.OrdinalIgnoreCase)
+                )
+            ) ?? throw new InvalidOperationException("Flux Kontext UNET model not found");
+
+        var vaeModel =
+            clientManager.VaeModels.FirstOrDefault(m =>
+                m.Local != null && m.FileName.Equals("ae.safetensors", StringComparison.OrdinalIgnoreCase)
+            ) ?? throw new InvalidOperationException("Flux VAE model not found");
+
+        var clip1Model =
+            clientManager.ClipModels.FirstOrDefault(m =>
+                m.Local != null && m.FileName.Contains("clip_l", StringComparison.OrdinalIgnoreCase)
+            ) ?? throw new InvalidOperationException("CLIP-L model not found");
+
+        var clip2Model =
+            clientManager.ClipModels.FirstOrDefault(m =>
+                m.Local != null
+                && (
+                    m.FileName.Contains("t5xxl", StringComparison.OrdinalIgnoreCase)
+                    || m.FileName.Contains("t5-xxl", StringComparison.OrdinalIgnoreCase)
+                )
+            ) ?? throw new InvalidOperationException("T5-XXL model not found");
+
+        return new FluxKontextWorkflowBuilder.SelectedModels(unetModel, vaeModel, clip1Model, clip2Model);
+    }
+}
diff --git a/StabilityMatrix.Avalonia/Services/FluxKontextProvider.cs b/StabilityMatrix.Avalonia/Services/FluxKontextProvider.cs
new file mode 100644
index 000000000..32a0c3093
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Services/FluxKontextProvider.cs
@@ -0,0 +1,259 @@
+using Microsoft.Extensions.Logging;
+using StabilityMatrix.Avalonia.ViewModels;
+using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Services.ImageGeneration;
+
+namespace StabilityMatrix.Avalonia.Services;
+
+/// <summary>
+/// Image generation provider for Flux Kontext using local ComfyUI backend
+/// </summary>
+public class FluxKontextProvider(ILogger<FluxKontextProvider> logger, IInferenceClientManager clientManager)
+    : IImageGenerationProvider
+{
+    public string ProviderId => "flux-kontext";
+    public string ProviderName => "Flux Kontext (Local)";
+    public bool SupportsImageInput => true;
+    public bool SupportsMultiTurn => true;
+
+    public async Task<ImageGenerationResponse> GenerateAsync(
+        ImageGenerationRequest request,
+        CancellationToken cancellationToken = default
+    )
+    {
+        try
+        {
+            // Check if ComfyUI is connected
+            if (!clientManager.IsConnected)
+            {
+                logger.LogWarning("ComfyUI is not connected");
+                return new ImageGenerationResponse
+                {
+                    IsSuccess = false,
+                    ErrorMessage =
+                        "ComfyUI is not connected. Please start a ComfyUI package and connect in the Inference tab.",
+                };
+            }
+
+            // Validate models are available
+            var modelManager = new FluxKontextModelManager();
+            if (!modelManager.AreModelsAvailable(clientManager))
+            {
+                var modelsList = string.Join(", ", modelManager.GetMissingModelNames(clientManager));
+
+                logger.LogWarning("Required models not found: {Models}", modelsList);
+                return new ImageGenerationResponse
+                {
+                    IsSuccess = false,
+                    ErrorMessage =
+                        $"Required models not found: {modelsList}. Please download them from the HuggingFace model browser.",
+                };
+            }
+
+            // Upload input images if provided
+            if (request.InputImages is { Count: > 0 })
+            {
+                logger.LogInformation("Uploading {Count} input images", request.InputImages.Count);
+
+                for (var i = 0; i < Math.Min(request.InputImages.Count, 2); i++) // Max 2 images
+                {
+                    var image = request.InputImages[i];
+                    var inputImageBytes = Convert.FromBase64String(image.Base64Data);
+                    using var inputStream = new MemoryStream(inputImageBytes);
+                    var fileName = $"flux_kontext_input_{i}.png";
+
+                    await clientManager.Client.UploadImageAsync(inputStream, fileName, cancellationToken);
+                }
+            }
+
+            // Upload most recent conversation history image for reference (if not already providing 2 input images)
+            if ((request.InputImages?.Count ?? 0) < 2 && request.ConversationHistory != null)
+            {
+                // Find the last assistant message with an image
+                var lastAssistantImage = request.ConversationHistory.LastOrDefault(m =>
+                    m is { Role: MessageRole.Assistant, ImageContent: not null }
+                );
+
+                if (lastAssistantImage?.ImageContent != null)
+                {
+                    const string fileName = "flux_kontext_history_latest.png";
+
+                    // Prefer uploading directly from file path if available (more efficient)
+                    if (
+                        !string.IsNullOrEmpty(lastAssistantImage.ImageContent.FilePath)
+                        && File.Exists(lastAssistantImage.ImageContent.FilePath)
+                    )
+                    {
+                        logger.LogInformation(
+                            "Uploading conversation history image from file: {FilePath}",
+                            lastAssistantImage.ImageContent.FilePath
+                        );
+
+                        await using var fileStream = File.OpenRead(lastAssistantImage.ImageContent.FilePath);
+                        await clientManager.Client.UploadImageAsync(fileStream, fileName, cancellationToken);
+
+                        logger.LogInformation("Successfully uploaded history image: {FileName}", fileName);
+                    }
+                    else
+                    {
+                        // Fallback to base64 data
+                        logger.LogInformation("Uploading conversation history image from base64 data");
+
+                        var historyImageBytes = Convert.FromBase64String(
+                            lastAssistantImage.ImageContent.Base64Data
+                        );
+                        using var historyStream = new MemoryStream(historyImageBytes);
+                        await clientManager.Client.UploadImageAsync(
+                            historyStream,
+                            fileName,
+                            cancellationToken
+                        );
+
+                        logger.LogInformation(
+                            "Successfully uploaded history image: {FileName} (Size: {Size} bytes)",
+                            fileName,
+                            historyImageBytes.Length
+                        );
+                    }
+                }
+                else
+                {
+                    logger.LogDebug(
+                        "No conversation history image found to upload (InputImages count: {Count})",
+                        request.InputImages?.Count ?? 0
+                    );
+                }
+            }
+
+            // Extract custom model, LoRA selections, and resolution from provider options
+            HybridModelFile? customUnetModel = null;
+            IEnumerable<SelectedLora>? loras = null;
+            int? width = null;
+            int? height = null;
+
+            if (request.ProviderOptions != null)
+            {
+                if (
+                    request.ProviderOptions.TryGetValue("CustomUnetModel", out var modelObj)
+                    && modelObj is HybridModelFile model
+                )
+                {
+                    customUnetModel = model;
+                    logger.LogInformation("Using custom UNet model: {ModelPath}", model.RelativePath);
+                }
+
+                if (
+                    request.ProviderOptions.TryGetValue("SelectedLoras", out var lorasObj)
+                    && lorasObj is IEnumerable<SelectedLora> loraList
+                )
+                {
+                    loras = loraList;
+                    logger.LogInformation("Using {Count} LoRAs", loraList.Count());
+                }
+
+                if (request.ProviderOptions.TryGetValue("Width", out var widthObj) && widthObj is int w)
+                {
+                    width = w;
+                }
+
+                if (request.ProviderOptions.TryGetValue("Height", out var heightObj) && heightObj is int h)
+                {
+                    height = h;
+                }
+
+                if (width.HasValue && height.HasValue)
+                {
+                    logger.LogInformation("Using custom resolution: {Width}x{Height}", width, height);
+                }
+            }
+
+            // Build workflow nodes
+            logger.LogInformation("Building Flux Kontext workflow");
+            var nodes = FluxKontextWorkflowBuilder.Build(
+                request,
+                clientManager,
+                customUnetModel,
+                loras,
+                width,
+                height
+            );
+
+            // Queue the prompt
+            logger.LogInformation("Queuing prompt to ComfyUI");
+            var task = await clientManager.Client.QueuePromptAsync(nodes, cancellationToken);
+
+            // Wait for completion
+            logger.LogInformation("Waiting for generation to complete (Prompt ID: {PromptId})", task.Id);
+            await task.Task.WaitAsync(cancellationToken);
+
+            // Get the output images
+            var outputImages = await clientManager.Client.GetImagesForExecutedPromptAsync(
+                task.Id,
+                cancellationToken
+            );
+
+            // Find the SaveImage node output
+            var saveImageOutput = outputImages.FirstOrDefault(x => x.Value?.Count > 0);
+
+            if (saveImageOutput.Value == null || saveImageOutput.Value.Count == 0)
+            {
+                logger.LogWarning("No output images found from generation");
+                return new ImageGenerationResponse
+                {
+                    IsSuccess = false,
+                    ErrorMessage = "No output images were generated",
+                };
+            }
+
+            // Download the first image
+            var comfyImage = saveImageOutput.Value[0];
+            logger.LogInformation("Downloading generated image: {FileName}", comfyImage.FileName);
+
+            await using var imageStream = await clientManager.Client.GetImageStreamAsync(
+                comfyImage,
+                cancellationToken
+            );
+            using var memoryStream = new MemoryStream();
+            await imageStream.CopyToAsync(memoryStream, cancellationToken);
+            var imageBytes = memoryStream.ToArray();
+            var base64Image = Convert.ToBase64String(imageBytes);
+
+            var mimeType =
+                comfyImage.FileName.EndsWith(".png") ? "image/png"
+                : comfyImage.FileName.EndsWith(".jpg") || comfyImage.FileName.EndsWith(".jpeg") ? "image/jpeg"
+                : "image/png";
+
+            logger.LogInformation("Successfully generated image with Flux Kontext");
+
+            return new ImageGenerationResponse
+            {
+                IsSuccess = true,
+                Images = [new GeneratedImage { Base64Data = base64Image, MimeType = mimeType }],
+                TextResponse = null,
+                Metadata = new Dictionary<string, object>
+                {
+                    ["promptId"] = task.Id,
+                    ["fileName"] = comfyImage.FileName,
+                },
+            };
+        }
+        catch (OperationCanceledException)
+        {
+            logger.LogInformation("Image generation was cancelled");
+            return new ImageGenerationResponse
+            {
+                IsSuccess = false,
+                ErrorMessage = "Generation was cancelled",
+            };
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to generate image with Flux Kontext");
+            return new ImageGenerationResponse
+            {
+                IsSuccess = false,
+                ErrorMessage = $"Generation failed: {ex.Message}",
+            };
+        }
+    }
+}
diff --git a/StabilityMatrix.Avalonia/Services/FluxKontextWorkflowBuilder.cs b/StabilityMatrix.Avalonia/Services/FluxKontextWorkflowBuilder.cs
new file mode 100644
index 000000000..8cdf245c9
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Services/FluxKontextWorkflowBuilder.cs
@@ -0,0 +1,377 @@
+using StabilityMatrix.Avalonia.Models;
+using StabilityMatrix.Avalonia.Services;
+using StabilityMatrix.Avalonia.ViewModels;
+using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.Api.Comfy;
+using StabilityMatrix.Core.Models.Api.Comfy.Nodes;
+using StabilityMatrix.Core.Models.Api.Comfy.NodeTypes;
+using StabilityMatrix.Core.Services.ImageGeneration;
+
+namespace StabilityMatrix.Avalonia.Services;
+
+/// <summary>
+/// Builds ComfyUI workflow nodes for Flux Kontext image generation
+/// </summary>
+public static class FluxKontextWorkflowBuilder
+{
+    private const int DefaultWidth = 1024;
+    private const int DefaultHeight = 1024;
+    private const int DefaultSteps = 25;
+    private const double DefaultCfgScale = 3.5;
+    private const string DefaultSampler = "euler";
+    private const string DefaultScheduler = "simple";
+
+    public static Dictionary<string, ComfyNode> Build(
+        ImageGenerationRequest request,
+        IInferenceClientManager clientManager,
+        HybridModelFile? customUnetModel = null,
+        IEnumerable<SelectedLora>? loras = null,
+        int? width = null,
+        int? height = null
+    )
+    {
+        var nodes = new NodeDictionary();
+        var seed = (ulong)Random.Shared.NextInt64();
+
+        // Use provided dimensions or defaults
+        var outputWidth = width ?? DefaultWidth;
+        var outputHeight = height ?? DefaultHeight;
+
+        // 1. Load models
+        var modelManager = new FluxKontextModelManager();
+        var selectedModels = modelManager.SelectModels(clientManager);
+
+        // Use custom UNet model if provided, otherwise use the default
+        var unetModel = customUnetModel ?? selectedModels.UnetModel;
+        var isGgufModel = unetModel.RelativePath.EndsWith(".gguf", StringComparison.OrdinalIgnoreCase);
+
+        // UNETLoader - Use GGUF loader for .gguf models
+        ModelNodeConnection unetOutput;
+        if (isGgufModel)
+        {
+            var ggufLoader = nodes.AddTypedNode(
+                new ComfyNodeBuilder.UnetLoaderGGUF
+                {
+                    Name = nodes.GetUniqueName("UnetLoaderGGUF"),
+                    UnetName = unetModel.RelativePath,
+                }
+            );
+            unetOutput = ggufLoader.Output;
+        }
+        else
+        {
+            var unetLoader = nodes.AddTypedNode(
+                new ComfyNodeBuilder.UNETLoader
+                {
+                    Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.UNETLoader)),
+                    UnetName = unetModel.RelativePath,
+                    WeightDtype = "fp8_e4m3fn",
+                }
+            );
+            unetOutput = unetLoader.Output;
+        }
+
+        // VAELoader
+        var vaeLoader = nodes.AddTypedNode(
+            new ComfyNodeBuilder.VAELoader
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.VAELoader)),
+                VaeName = selectedModels.VaeModel.RelativePath,
+            }
+        );
+
+        // DualCLIPLoader for Flux
+        var clipLoader = nodes.AddTypedNode(
+            new ComfyNodeBuilder.DualCLIPLoader
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.DualCLIPLoader)),
+                ClipName1 = selectedModels.Clip1Model.RelativePath,
+                ClipName2 = selectedModels.Clip2Model.RelativePath,
+                Type = "flux",
+            }
+        );
+
+        // Apply LoRAs if any
+        var currentModel = unetOutput;
+        var currentClip = clipLoader.Output;
+
+        var loraList = loras?.ToList() ?? [];
+        if (loraList.Count > 0)
+        {
+            for (var i = 0; i < loraList.Count; i++)
+            {
+                var lora = loraList[i];
+                var loraLoader = nodes.AddNamedNode(
+                    ComfyNodeBuilder.LoraLoader(
+                        nodes.GetUniqueName($"LoraLoader_{i + 1}"),
+                        currentModel,
+                        currentClip,
+                        lora.Model.RelativePath,
+                        (double)lora.ModelWeight,
+                        (double)lora.ClipWeight
+                    )
+                );
+                currentModel = loraLoader.Output1;
+                currentClip = loraLoader.Output2;
+            }
+        }
+
+        // 2. Encode text prompt
+        var positivePrompt = request.TextPrompt ?? "a beautiful image";
+
+        var clipTextEncode = nodes.AddTypedNode(
+            new ComfyNodeBuilder.CLIPTextEncode
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.CLIPTextEncode)),
+                Clip = currentClip,
+                Text = positivePrompt,
+            }
+        );
+
+        // 3. Setup latent source and conditioning (with optional reference images)
+        LatentNodeConnection latentSource;
+        ConditioningNodeConnection conditioningForGuidance;
+
+        // Collect reference images (from input and conversation history)
+        var referenceImageNames = GetReferenceImageNames(request);
+
+        if (referenceImageNames.Count > 0)
+        {
+            // Load and process reference images
+            ImageNodeConnection? combinedImage = null;
+
+            if (referenceImageNames.Count == 1)
+            {
+                // Single image - just load it
+                var loadImage = nodes.AddTypedNode(
+                    new ComfyNodeBuilder.LoadImage
+                    {
+                        Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.LoadImage)),
+                        Image = referenceImageNames[0],
+                    }
+                );
+                combinedImage = loadImage.Output1;
+            }
+            else
+            {
+                // Multiple images - load and stitch them
+                var firstImage = nodes.AddTypedNode(
+                    new ComfyNodeBuilder.LoadImage
+                    {
+                        Name = nodes.GetUniqueName("LoadImage_1"),
+                        Image = referenceImageNames[0],
+                    }
+                );
+
+                var secondImage = nodes.AddTypedNode(
+                    new ComfyNodeBuilder.LoadImage
+                    {
+                        Name = nodes.GetUniqueName("LoadImage_2"),
+                        Image = referenceImageNames[1],
+                    }
+                );
+
+                // Stitch images together
+                var imageStitch = nodes.AddTypedNode(
+                    new ComfyNodeBuilder.ImageStitch
+                    {
+                        Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.ImageStitch)),
+                        Image1 = firstImage.Output1,
+                        Image2 = secondImage.Output1,
+                        Direction = "right",
+                        MatchImageSize = true,
+                        SpacingWidth = 0,
+                        SpacingColor = "white",
+                    }
+                );
+
+                combinedImage = imageStitch.Output;
+            }
+
+            // Scale image to Flux Kontext target resolution (auto-scales to correct size)
+            var imageScale = nodes.AddTypedNode(
+                new ComfyNodeBuilder.FluxKontextImageScale
+                {
+                    Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.FluxKontextImageScale)),
+                    Image = combinedImage!,
+                }
+            );
+
+            // Encode image to latent space
+            var vaeEncode = nodes.AddTypedNode(
+                new ComfyNodeBuilder.VAEEncode
+                {
+                    Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.VAEEncode)),
+                    Pixels = imageScale.Output,
+                    Vae = vaeLoader.Output,
+                }
+            );
+
+            // Use encoded image as latent source
+            latentSource = vaeEncode.Output;
+
+            // Add reference latent to conditioning for style consistency
+            var referenceLatent = nodes.AddTypedNode(
+                new ComfyNodeBuilder.ReferenceLatent
+                {
+                    Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.ReferenceLatent)),
+                    Conditioning = clipTextEncode.Output,
+                    Latent = vaeEncode.Output,
+                }
+            );
+
+            // Use reference latent output for conditioning
+            conditioningForGuidance = referenceLatent.Output;
+        }
+        else
+        {
+            // No reference images - pure text-to-image with empty latent
+            var emptyLatent = nodes.AddTypedNode(
+                new ComfyNodeBuilder.EmptySD3LatentImage
+                {
+                    Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.EmptySD3LatentImage)),
+                    Width = outputWidth,
+                    Height = outputHeight,
+                    BatchSize = 1,
+                }
+            );
+            latentSource = emptyLatent.Output;
+
+            // Use text encoding directly for conditioning
+            conditioningForGuidance = clipTextEncode.Output;
+        }
+
+        // 4. Flux Guidance (uses conditioning from above - either direct or with reference)
+        var fluxGuidance = nodes.AddTypedNode(
+            new ComfyNodeBuilder.FluxGuidance
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.FluxGuidance)),
+                Conditioning = conditioningForGuidance,
+                Guidance = DefaultCfgScale,
+            }
+        );
+
+        // 5. BasicGuider
+        var basicGuider = nodes.AddTypedNode(
+            new ComfyNodeBuilder.BasicGuider
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.BasicGuider)),
+                Model = currentModel,
+                Conditioning = fluxGuidance.Output,
+            }
+        );
+
+        // 6. KSamplerSelect
+        var samplerSelect = nodes.AddTypedNode(
+            new ComfyNodeBuilder.KSamplerSelect
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.KSamplerSelect)),
+                SamplerName = DefaultSampler,
+            }
+        );
+
+        // 7. RandomNoise
+        var randomNoise = nodes.AddTypedNode(
+            new ComfyNodeBuilder.RandomNoise
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.RandomNoise)),
+                NoiseSeed = seed,
+            }
+        );
+
+        // 8. BasicScheduler
+        var basicScheduler = nodes.AddTypedNode(
+            new ComfyNodeBuilder.BasicScheduler
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.BasicScheduler)),
+                Model = currentModel,
+                Scheduler = DefaultScheduler,
+                Steps = DefaultSteps,
+                Denoise = 1.0,
+            }
+        );
+
+        // 9. SamplerCustomAdvanced
+        var sampler = nodes.AddTypedNode(
+            new ComfyNodeBuilder.SamplerCustomAdvanced
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.SamplerCustomAdvanced)),
+                Noise = randomNoise.Output,
+                Guider = basicGuider.Output,
+                Sampler = samplerSelect.Output,
+                Sigmas = basicScheduler.Output,
+                LatentImage = latentSource,
+            }
+        );
+
+        // 10. VAEDecode
+        var vaeDecode = nodes.AddTypedNode(
+            new ComfyNodeBuilder.VAEDecode
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.VAEDecode)),
+                Samples = sampler.Output1,
+                Vae = vaeLoader.Output,
+            }
+        );
+
+        // 11. PreviewImage (output node - images are retrieved from ComfyUI after execution)
+        var previewImage = nodes.AddTypedNode(
+            new ComfyNodeBuilder.PreviewImage
+            {
+                Name = nodes.GetUniqueName("SaveImage"),
+                Images = vaeDecode.Output,
+            }
+        );
+
+        // Return the node dictionary directly
+        return nodes;
+    }
+
+    /// <summary>
+    /// Get reference image filenames from the request (input images + conversation history)
+    /// Note: Images uploaded via ComfyClient.UploadImageAsync go to the "Inference" subfolder
+    /// </summary>
+    private static List<string> GetReferenceImageNames(ImageGenerationRequest request)
+    {
+        var imageNames = new List<string>();
+
+        // Priority 1: Current input images (will be uploaded with known names)
+        if (request.InputImages?.Count > 0)
+        {
+            for (var i = 0; i < Math.Min(request.InputImages.Count, 2); i++) // Max 2 images
+            {
+                // Include the "Inference/" subfolder prefix since that's where UploadImageAsync uploads to
+                imageNames.Add($"Inference/flux_kontext_input_{i}.png");
+            }
+        }
+
+        // Priority 2: Most recent image from conversation history (previous generation)
+        // Only include if we actually have the image content to upload
+        if (imageNames.Count < 2 && request.ConversationHistory != null)
+        {
+            var lastAssistantImage = request.ConversationHistory.LastOrDefault(m =>
+                m is { Role: MessageRole.Assistant, ImageContent: not null }
+            );
+
+            // Only add the filename if we found an image with content
+            // (the provider will have uploaded it)
+            if (lastAssistantImage?.ImageContent != null)
+            {
+                // Include the "Inference/" subfolder prefix
+                imageNames.Add("Inference/flux_kontext_history_latest.png");
+            }
+        }
+
+        return imageNames;
+    }
+
+    /// <summary>
+    /// Selected models for Flux Kontext
+    /// </summary>
+    internal record SelectedModels(
+        HybridModelFile UnetModel,
+        HybridModelFile VaeModel,
+        HybridModelFile Clip1Model,
+        HybridModelFile Clip2Model
+    );
+}
diff --git a/StabilityMatrix.Avalonia/Services/IAccountsService.cs b/StabilityMatrix.Avalonia/Services/IAccountsService.cs
index 407fd4141..2c862c658 100644
--- a/StabilityMatrix.Avalonia/Services/IAccountsService.cs
+++ b/StabilityMatrix.Avalonia/Services/IAccountsService.cs
@@ -1,7 +1,5 @@
 using StabilityMatrix.Core.Models.Api;
 using StabilityMatrix.Core.Models.Api.Lykos;
-// Ensure this using is present if HuggingFaceAccountStatusUpdateEventArgs is in StabilityMatrix.Core.Models.Api
-// using StabilityMatrix.Core.Models.Api; 
 
 namespace StabilityMatrix.Avalonia.Services;
 
@@ -10,10 +8,12 @@ public interface IAccountsService
     event EventHandler<LykosAccountStatusUpdateEventArgs>? LykosAccountStatusUpdate;
     event EventHandler<CivitAccountStatusUpdateEventArgs>? CivitAccountStatusUpdate;
     event EventHandler<HuggingFaceAccountStatusUpdateEventArgs>? HuggingFaceAccountStatusUpdate;
+    event EventHandler<GeminiAccountStatusUpdateEventArgs>? GeminiAccountStatusUpdate;
 
     LykosAccountStatusUpdateEventArgs? LykosStatus { get; }
-    CivitAccountStatusUpdateEventArgs? CivitStatus { get; } // Assuming this was missed in the provided file content but is standard
+    CivitAccountStatusUpdateEventArgs? CivitStatus { get; }
     HuggingFaceAccountStatusUpdateEventArgs? HuggingFaceStatus { get; }
+    GeminiAccountStatusUpdateEventArgs? GeminiStatus { get; }
 
     /// <summary>
     /// Returns whether SecretsManager has a stored Lykos V2 account.
@@ -50,4 +50,8 @@ public interface IAccountsService
     Task HuggingFaceLoginAsync(string token);
     Task HuggingFaceLogoutAsync();
     Task RefreshHuggingFaceAsync();
+
+    Task GeminiLoginAsync(string apiKey);
+    Task GeminiLogoutAsync();
+    Task RefreshGeminiAsync();
 }
diff --git a/StabilityMatrix.Avalonia/Services/ILocalProviderModelManager.cs b/StabilityMatrix.Avalonia/Services/ILocalProviderModelManager.cs
new file mode 100644
index 000000000..6298ee226
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Services/ILocalProviderModelManager.cs
@@ -0,0 +1,41 @@
+using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Services.ImageGeneration;
+
+namespace StabilityMatrix.Avalonia.Services;
+
+/// <summary>
+/// Interface for local provider model managers.
+/// Each local provider that requires specific models should implement this.
+/// </summary>
+public interface ILocalProviderModelManager
+{
+    /// <summary>
+    /// The provider ID this manager handles
+    /// </summary>
+    string ProviderId { get; }
+
+    /// <summary>
+    /// Display name for the provider (used in dialog titles)
+    /// </summary>
+    string ProviderDisplayName { get; }
+
+    /// <summary>
+    /// Description shown in the download dialog
+    /// </summary>
+    string DownloadDialogDescription { get; }
+
+    /// <summary>
+    /// Check if all required models are available locally
+    /// </summary>
+    bool AreModelsAvailable(IInferenceClientManager clientManager);
+
+    /// <summary>
+    /// Get list of missing models as RemoteResource for download
+    /// </summary>
+    IEnumerable<RemoteResource> GetMissingModels(IInferenceClientManager clientManager);
+
+    /// <summary>
+    /// Get human-readable names for missing models (for status display)
+    /// </summary>
+    IEnumerable<string> GetMissingModelNames(IInferenceClientManager clientManager);
+}
diff --git a/StabilityMatrix.Avalonia/Services/LocalProviderModelManagerRegistry.cs b/StabilityMatrix.Avalonia/Services/LocalProviderModelManagerRegistry.cs
new file mode 100644
index 000000000..009dcd3cd
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Services/LocalProviderModelManagerRegistry.cs
@@ -0,0 +1,48 @@
+namespace StabilityMatrix.Avalonia.Services;
+
+/// <summary>
+/// Registry for local provider model managers.
+/// Returns the appropriate model manager for a given provider ID.
+/// </summary>
+public static class LocalProviderModelManagerRegistry
+{
+    private static readonly Dictionary<string, ILocalProviderModelManager> Managers = new(
+        StringComparer.OrdinalIgnoreCase
+    );
+
+    static LocalProviderModelManagerRegistry()
+    {
+        // Register all local provider model managers
+        Register(new FluxKontextModelManager());
+        Register(new QwenImageEditModelManager());
+    }
+
+    /// <summary>
+    /// Register a model manager
+    /// </summary>
+    public static void Register(ILocalProviderModelManager manager)
+    {
+        Managers[manager.ProviderId] = manager;
+    }
+
+    /// <summary>
+    /// Get the model manager for a provider ID, or null if not found
+    /// </summary>
+    public static ILocalProviderModelManager? GetManager(string? providerId)
+    {
+        return string.IsNullOrEmpty(providerId) ? null : Managers.GetValueOrDefault(providerId);
+    }
+
+    /// <summary>
+    /// Check if a provider has a registered model manager
+    /// </summary>
+    public static bool HasManager(string? providerId)
+    {
+        return !string.IsNullOrEmpty(providerId) && Managers.ContainsKey(providerId);
+    }
+
+    /// <summary>
+    /// Get all registered provider IDs
+    /// </summary>
+    public static IEnumerable<string> GetRegisteredProviderIds() => Managers.Keys;
+}
diff --git a/StabilityMatrix.Avalonia/Services/QwenImageEditModelManager.cs b/StabilityMatrix.Avalonia/Services/QwenImageEditModelManager.cs
new file mode 100644
index 000000000..f420f8d4b
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Services/QwenImageEditModelManager.cs
@@ -0,0 +1,166 @@
+using StabilityMatrix.Avalonia.Models;
+using StabilityMatrix.Core.Helper;
+using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Services.ImageGeneration;
+
+namespace StabilityMatrix.Avalonia.Services;
+
+/// <summary>
+/// Manages Qwen Image Edit model requirements and validation
+/// </summary>
+public class QwenImageEditModelManager : ILocalProviderModelManager
+{
+    public string ProviderId => "qwen-image-edit";
+
+    public string ProviderDisplayName => "Qwen Image Edit";
+
+    public string DownloadDialogDescription =>
+        "Qwen Image Edit requires the following models to run. You can deselect any you already have installed elsewhere:";
+
+    /// <summary>
+    /// Check if all required models are available (only checks LOCAL models, not remote definitions)
+    /// </summary>
+    public bool AreModelsAvailable(IInferenceClientManager clientManager)
+    {
+        var hasUnet = clientManager.UnetModels.Any(m =>
+            m.Local != null
+            && // Only check LOCAL models
+            (
+                m.FileName.Contains("qwen_image_edit", StringComparison.OrdinalIgnoreCase)
+                || m.FileName.Contains("qwen-image-edit", StringComparison.OrdinalIgnoreCase)
+            )
+        );
+
+        var hasVae = clientManager.VaeModels.Any(m =>
+            m.Local != null
+            && // Only check LOCAL models
+            m.FileName.Contains("qwen_image_vae", StringComparison.OrdinalIgnoreCase)
+        );
+
+        var hasClip = clientManager.ClipModels.Any(m =>
+            m.Local != null
+            && // Only check LOCAL models
+            m.FileName.Contains("qwen", StringComparison.OrdinalIgnoreCase)
+            && m.FileName.Contains("vl", StringComparison.OrdinalIgnoreCase)
+        );
+
+        return hasUnet && hasVae && hasClip;
+    }
+
+    /// <summary>
+    /// Get list of missing models as RemoteResource for download
+    /// </summary>
+    public IEnumerable<RemoteResource> GetMissingModels(IInferenceClientManager clientManager)
+    {
+        var allModels = RemoteModels.QwenImageEditModels;
+        var missing = new List<RemoteResource>();
+
+        // Check for UNET model (only LOCAL models)
+        if (
+            !clientManager.UnetModels.Any(m =>
+                m.Local != null
+                && (
+                    m.FileName.Contains("qwen_image_edit", StringComparison.OrdinalIgnoreCase)
+                    || m.FileName.Contains("qwen-image-edit", StringComparison.OrdinalIgnoreCase)
+                )
+            )
+        )
+        {
+            var unetModel = allModels.FirstOrDefault(m => m.ContextType is SharedFolderType.DiffusionModels);
+            if (unetModel.Url != null)
+            {
+                missing.Add(unetModel);
+            }
+        }
+
+        // Check for VAE model (only LOCAL models)
+        if (
+            !clientManager.VaeModels.Any(m =>
+                m.Local != null && m.FileName.Contains("qwen_image_vae", StringComparison.OrdinalIgnoreCase)
+            )
+        )
+        {
+            var vaeModel = allModels.FirstOrDefault(m => m.ContextType is SharedFolderType.VAE);
+            if (vaeModel.Url != null)
+            {
+                missing.Add(vaeModel);
+            }
+        }
+
+        // Check for Qwen CLIP model (only LOCAL models)
+        if (
+            !clientManager.ClipModels.Any(m =>
+                m.Local != null
+                && m.FileName.Contains("qwen", StringComparison.OrdinalIgnoreCase)
+                && m.FileName.Contains("vl", StringComparison.OrdinalIgnoreCase)
+            )
+        )
+        {
+            var clipModel = allModels.FirstOrDefault(m => m.ContextType is SharedFolderType.TextEncoders);
+            if (clipModel.Url != null)
+            {
+                missing.Add(clipModel);
+            }
+        }
+
+        return missing;
+    }
+
+    /// <summary>
+    /// Get human-readable names for missing models (for status display)
+    /// </summary>
+    public IEnumerable<string> GetMissingModelNames(IInferenceClientManager clientManager)
+    {
+        var missing = GetMissingModels(clientManager);
+
+        foreach (var model in missing)
+        {
+            var name = model.ContextType switch
+            {
+                SharedFolderType.DiffusionModels => "Qwen Image Edit UNET",
+                SharedFolderType.VAE => "Qwen Image VAE",
+                SharedFolderType.TextEncoders => "Qwen 2.5 VL CLIP",
+                _ => model.FileName,
+            };
+            yield return name;
+        }
+    }
+
+    /// <summary>
+    /// Select the best available models for Qwen Image Edit (only selects LOCAL models)
+    /// </summary>
+    internal SelectedModels SelectModels(IInferenceClientManager clientManager)
+    {
+        var unetModel =
+            clientManager.UnetModels.FirstOrDefault(m =>
+                m.Local != null
+                && (
+                    m.FileName.Contains("qwen_image_edit", StringComparison.OrdinalIgnoreCase)
+                    || m.FileName.Contains("qwen-image-edit", StringComparison.OrdinalIgnoreCase)
+                )
+            ) ?? throw new InvalidOperationException("Qwen Image Edit UNET model not found");
+
+        var vaeModel =
+            clientManager.VaeModels.FirstOrDefault(m =>
+                m.Local != null && m.FileName.Contains("qwen_image_vae", StringComparison.OrdinalIgnoreCase)
+            ) ?? throw new InvalidOperationException("Qwen Image VAE model not found");
+
+        var clipModel =
+            clientManager.ClipModels.FirstOrDefault(m =>
+                m.Local != null
+                && m.FileName.Contains("qwen", StringComparison.OrdinalIgnoreCase)
+                && m.FileName.Contains("vl", StringComparison.OrdinalIgnoreCase)
+            ) ?? throw new InvalidOperationException("Qwen 2.5 VL CLIP model not found");
+
+        return new SelectedModels(unetModel, vaeModel, clipModel);
+    }
+
+    /// <summary>
+    /// Selected models for Qwen Image Edit
+    /// </summary>
+    internal record SelectedModels(
+        HybridModelFile UnetModel,
+        HybridModelFile VaeModel,
+        HybridModelFile ClipModel
+    );
+}
diff --git a/StabilityMatrix.Avalonia/Services/QwenImageEditProvider.cs b/StabilityMatrix.Avalonia/Services/QwenImageEditProvider.cs
new file mode 100644
index 000000000..7e4f4163a
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Services/QwenImageEditProvider.cs
@@ -0,0 +1,263 @@
+using Microsoft.Extensions.Logging;
+using StabilityMatrix.Avalonia.ViewModels;
+using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.Api.Comfy;
+using StabilityMatrix.Core.Services;
+using StabilityMatrix.Core.Services.ImageGeneration;
+
+namespace StabilityMatrix.Avalonia.Services;
+
+/// <summary>
+/// Image generation provider for Qwen Image Edit using local ComfyUI backend
+/// </summary>
+public class QwenImageEditProvider(
+    ILogger<QwenImageEditProvider> logger,
+    IInferenceClientManager clientManager
+) : IImageGenerationProvider
+{
+    public string ProviderId => "qwen-image-edit";
+    public string ProviderName => "Qwen Image Edit (Local)";
+    public bool SupportsImageInput => true;
+    public bool SupportsMultiTurn => true;
+
+    public async Task<ImageGenerationResponse> GenerateAsync(
+        ImageGenerationRequest request,
+        CancellationToken cancellationToken = default
+    )
+    {
+        try
+        {
+            // Check if ComfyUI is connected
+            if (!clientManager.IsConnected)
+            {
+                logger.LogWarning("ComfyUI is not connected");
+                return new ImageGenerationResponse
+                {
+                    IsSuccess = false,
+                    ErrorMessage =
+                        "ComfyUI is not connected. Please start a ComfyUI package and connect in the Inference tab.",
+                };
+            }
+
+            // Validate models are available
+            var modelManager = new QwenImageEditModelManager();
+            if (!modelManager.AreModelsAvailable(clientManager))
+            {
+                var modelsList = string.Join(", ", modelManager.GetMissingModelNames(clientManager));
+
+                logger.LogWarning("Required models not found: {Models}", modelsList);
+                return new ImageGenerationResponse
+                {
+                    IsSuccess = false,
+                    ErrorMessage =
+                        $"Required models not found: {modelsList}. Please download them from the HuggingFace model browser.",
+                };
+            }
+
+            // Upload input images if provided (Qwen supports up to 3 images natively)
+            if (request.InputImages is { Count: > 0 })
+            {
+                logger.LogInformation("Uploading {Count} input images", request.InputImages.Count);
+
+                for (var i = 0; i < Math.Min(request.InputImages.Count, 3); i++) // Max 3 images for Qwen
+                {
+                    var image = request.InputImages[i];
+                    var inputImageBytes = Convert.FromBase64String(image.Base64Data);
+                    using var inputStream = new MemoryStream(inputImageBytes);
+                    var fileName = $"qwen_image_edit_input_{i}.png";
+
+                    await clientManager.Client.UploadImageAsync(inputStream, fileName, cancellationToken);
+                }
+            }
+
+            // Upload most recent conversation history image for reference (if not already providing 3 input images)
+            if ((request.InputImages?.Count ?? 0) < 3 && request.ConversationHistory != null)
+            {
+                // Find the last assistant message with an image
+                var lastAssistantImage = request.ConversationHistory.LastOrDefault(m =>
+                    m is { Role: MessageRole.Assistant, ImageContent: not null }
+                );
+
+                if (lastAssistantImage?.ImageContent != null)
+                {
+                    var fileName = "qwen_image_edit_history_latest.png";
+
+                    // Prefer uploading directly from file path if available (more efficient)
+                    if (
+                        !string.IsNullOrEmpty(lastAssistantImage.ImageContent.FilePath)
+                        && File.Exists(lastAssistantImage.ImageContent.FilePath)
+                    )
+                    {
+                        logger.LogInformation(
+                            "Uploading conversation history image from file: {FilePath}",
+                            lastAssistantImage.ImageContent.FilePath
+                        );
+
+                        await using var fileStream = File.OpenRead(lastAssistantImage.ImageContent.FilePath);
+                        await clientManager.Client.UploadImageAsync(fileStream, fileName, cancellationToken);
+
+                        logger.LogInformation("Successfully uploaded history image: {FileName}", fileName);
+                    }
+                    else
+                    {
+                        // Fallback to base64 data
+                        logger.LogInformation("Uploading conversation history image from base64 data");
+
+                        var historyImageBytes = Convert.FromBase64String(
+                            lastAssistantImage.ImageContent.Base64Data
+                        );
+                        using var historyStream = new MemoryStream(historyImageBytes);
+                        await clientManager.Client.UploadImageAsync(
+                            historyStream,
+                            fileName,
+                            cancellationToken
+                        );
+
+                        logger.LogInformation(
+                            "Successfully uploaded history image: {FileName} (Size: {Size} bytes)",
+                            fileName,
+                            historyImageBytes.Length
+                        );
+                    }
+                }
+                else
+                {
+                    logger.LogDebug(
+                        "No conversation history image found to upload (InputImages count: {Count})",
+                        request.InputImages?.Count ?? 0
+                    );
+                }
+            }
+
+            // Extract custom model, LoRA selections, and resolution from provider options
+            HybridModelFile? customUnetModel = null;
+            IEnumerable<SelectedLora>? loras = null;
+            int? width = null;
+            int? height = null;
+
+            if (request.ProviderOptions != null)
+            {
+                if (
+                    request.ProviderOptions.TryGetValue("CustomUnetModel", out var modelObj)
+                    && modelObj is HybridModelFile model
+                )
+                {
+                    customUnetModel = model;
+                    logger.LogInformation("Using custom UNet model: {ModelPath}", model.RelativePath);
+                }
+
+                if (
+                    request.ProviderOptions.TryGetValue("SelectedLoras", out var lorasObj)
+                    && lorasObj is IEnumerable<SelectedLora> loraList
+                )
+                {
+                    loras = loraList;
+                    logger.LogInformation("Using {Count} LoRAs", loraList.Count());
+                }
+
+                if (request.ProviderOptions.TryGetValue("Width", out var widthObj) && widthObj is int w)
+                {
+                    width = w;
+                }
+
+                if (request.ProviderOptions.TryGetValue("Height", out var heightObj) && heightObj is int h)
+                {
+                    height = h;
+                }
+
+                if (width.HasValue && height.HasValue)
+                {
+                    logger.LogInformation("Using custom resolution: {Width}x{Height}", width, height);
+                }
+            }
+
+            // Build workflow nodes
+            logger.LogInformation("Building Qwen Image Edit workflow");
+            var nodes = QwenImageEditWorkflowBuilder.Build(
+                request,
+                clientManager,
+                customUnetModel,
+                loras,
+                width,
+                height
+            );
+
+            // Queue the prompt
+            logger.LogInformation("Queuing prompt to ComfyUI");
+            var task = await clientManager.Client.QueuePromptAsync(nodes, cancellationToken);
+
+            // Wait for completion
+            logger.LogInformation("Waiting for generation to complete (Prompt ID: {PromptId})", task.Id);
+            await task.Task.WaitAsync(cancellationToken);
+
+            // Get the output images
+            var outputImages = await clientManager.Client.GetImagesForExecutedPromptAsync(
+                task.Id,
+                cancellationToken
+            );
+
+            // Find the SaveImage node output
+            var saveImageOutput = outputImages.FirstOrDefault(x => x.Value?.Count > 0);
+
+            if (saveImageOutput.Value == null || saveImageOutput.Value.Count == 0)
+            {
+                logger.LogWarning("No output images found from generation");
+                return new ImageGenerationResponse
+                {
+                    IsSuccess = false,
+                    ErrorMessage = "No output images were generated",
+                };
+            }
+
+            // Download the first image
+            var comfyImage = saveImageOutput.Value[0];
+            logger.LogInformation("Downloading generated image: {FileName}", comfyImage.FileName);
+
+            await using var imageStream = await clientManager.Client.GetImageStreamAsync(
+                comfyImage,
+                cancellationToken
+            );
+            using var memoryStream = new MemoryStream();
+            await imageStream.CopyToAsync(memoryStream, cancellationToken);
+            var imageBytes = memoryStream.ToArray();
+            var base64Image = Convert.ToBase64String(imageBytes);
+
+            var mimeType =
+                comfyImage.FileName.EndsWith(".png") ? "image/png"
+                : comfyImage.FileName.EndsWith(".jpg") || comfyImage.FileName.EndsWith(".jpeg") ? "image/jpeg"
+                : "image/png";
+
+            logger.LogInformation("Successfully generated image with Qwen Image Edit");
+
+            return new ImageGenerationResponse
+            {
+                IsSuccess = true,
+                Images = [new GeneratedImage { Base64Data = base64Image, MimeType = mimeType }],
+                TextResponse = null,
+                Metadata = new Dictionary<string, object>
+                {
+                    ["promptId"] = task.Id,
+                    ["fileName"] = comfyImage.FileName,
+                },
+            };
+        }
+        catch (OperationCanceledException)
+        {
+            logger.LogInformation("Image generation was cancelled");
+            return new ImageGenerationResponse
+            {
+                IsSuccess = false,
+                ErrorMessage = "Generation was cancelled",
+            };
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to generate image with Qwen Image Edit");
+            return new ImageGenerationResponse
+            {
+                IsSuccess = false,
+                ErrorMessage = $"Generation failed: {ex.Message}",
+            };
+        }
+    }
+}
diff --git a/StabilityMatrix.Avalonia/Services/QwenImageEditWorkflowBuilder.cs b/StabilityMatrix.Avalonia/Services/QwenImageEditWorkflowBuilder.cs
new file mode 100644
index 000000000..beba0e3a7
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Services/QwenImageEditWorkflowBuilder.cs
@@ -0,0 +1,292 @@
+using StabilityMatrix.Avalonia.Models;
+using StabilityMatrix.Avalonia.ViewModels;
+using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.Api.Comfy;
+using StabilityMatrix.Core.Models.Api.Comfy.Nodes;
+using StabilityMatrix.Core.Models.Api.Comfy.NodeTypes;
+using StabilityMatrix.Core.Services.ImageGeneration;
+
+namespace StabilityMatrix.Avalonia.Services;
+
+/// <summary>
+/// Builds ComfyUI workflow nodes for Qwen Image Edit generation
+/// </summary>
+public static class QwenImageEditWorkflowBuilder
+{
+    private const int DefaultWidth = 1024;
+    private const int DefaultHeight = 1024;
+    private const int DefaultSteps = 20;
+    private const double DefaultCfgScale = 4.0;
+    private const double DefaultShift = 3.1;
+    private const string DefaultSampler = "euler";
+    private const string DefaultScheduler = "simple";
+
+    public static Dictionary<string, ComfyNode> Build(
+        ImageGenerationRequest request,
+        IInferenceClientManager clientManager,
+        HybridModelFile? customUnetModel = null,
+        IEnumerable<SelectedLora>? loras = null,
+        int? width = null,
+        int? height = null
+    )
+    {
+        var nodes = new NodeDictionary();
+        var seed = (ulong)Random.Shared.NextInt64();
+
+        // Use provided dimensions or defaults
+        var outputWidth = width ?? DefaultWidth;
+        var outputHeight = height ?? DefaultHeight;
+
+        // 1. Load models
+        var modelManager = new QwenImageEditModelManager();
+        var selectedModels = modelManager.SelectModels(clientManager);
+
+        // Use custom UNet model if provided, otherwise use the default
+        var unetModel = customUnetModel ?? selectedModels.UnetModel;
+        var isGgufModel = unetModel.RelativePath.EndsWith(".gguf", StringComparison.OrdinalIgnoreCase);
+
+        // UNETLoader - Use GGUF loader for .gguf models
+        ModelNodeConnection unetOutput;
+        if (isGgufModel)
+        {
+            var ggufLoader = nodes.AddTypedNode(
+                new ComfyNodeBuilder.UnetLoaderGGUF
+                {
+                    Name = nodes.GetUniqueName("UnetLoaderGGUF"),
+                    UnetName = unetModel.RelativePath,
+                }
+            );
+            unetOutput = ggufLoader.Output;
+        }
+        else
+        {
+            var unetLoader = nodes.AddTypedNode(
+                new ComfyNodeBuilder.UNETLoader
+                {
+                    Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.UNETLoader)),
+                    UnetName = unetModel.RelativePath,
+                    WeightDtype = "default",
+                }
+            );
+            unetOutput = unetLoader.Output;
+        }
+
+        // Apply ModelSamplingAuraFlow to the model
+        var modelSampling = nodes.AddTypedNode(
+            new ComfyNodeBuilder.ModelSamplingAuraFlow
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.ModelSamplingAuraFlow)),
+                Model = unetOutput,
+                Shift = DefaultShift,
+            }
+        );
+        var currentModel = modelSampling.Output;
+
+        // VAELoader
+        var vaeLoader = nodes.AddTypedNode(
+            new ComfyNodeBuilder.VAELoader
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.VAELoader)),
+                VaeName = selectedModels.VaeModel.RelativePath,
+            }
+        );
+
+        // CLIPLoader for Qwen (type: "qwen_image")
+        var clipLoader = nodes.AddTypedNode(
+            new ComfyNodeBuilder.CLIPLoader
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.CLIPLoader)),
+                ClipName = selectedModels.ClipModel.RelativePath,
+                Type = "qwen_image",
+            }
+        );
+        var currentClip = clipLoader.Output;
+
+        // Apply LoRAs if any
+        var loraList = loras?.ToList() ?? [];
+        if (loraList.Count > 0)
+        {
+            for (var i = 0; i < loraList.Count; i++)
+            {
+                var lora = loraList[i];
+                var loraLoader = nodes.AddNamedNode(
+                    ComfyNodeBuilder.LoraLoader(
+                        nodes.GetUniqueName($"LoraLoader_{i + 1}"),
+                        currentModel,
+                        currentClip,
+                        lora.Model.RelativePath,
+                        (double)lora.ModelWeight,
+                        (double)lora.ClipWeight
+                    )
+                );
+                currentModel = loraLoader.Output1;
+                currentClip = loraLoader.Output2;
+            }
+        }
+
+        // Get reference image filenames (up to 3 for Qwen)
+        var referenceImageNames = GetReferenceImageNames(request);
+
+        // Load reference images if any
+        ImageNodeConnection? image1 = null;
+        ImageNodeConnection? image2 = null;
+        ImageNodeConnection? image3 = null;
+
+        if (referenceImageNames.Count >= 1)
+        {
+            var loadImage1 = nodes.AddTypedNode(
+                new ComfyNodeBuilder.LoadImage
+                {
+                    Name = nodes.GetUniqueName("LoadImage_1"),
+                    Image = referenceImageNames[0],
+                }
+            );
+            image1 = loadImage1.Output1;
+        }
+
+        if (referenceImageNames.Count >= 2)
+        {
+            var loadImage2 = nodes.AddTypedNode(
+                new ComfyNodeBuilder.LoadImage
+                {
+                    Name = nodes.GetUniqueName("LoadImage_2"),
+                    Image = referenceImageNames[1],
+                }
+            );
+            image2 = loadImage2.Output1;
+        }
+
+        if (referenceImageNames.Count >= 3)
+        {
+            var loadImage3 = nodes.AddTypedNode(
+                new ComfyNodeBuilder.LoadImage
+                {
+                    Name = nodes.GetUniqueName("LoadImage_3"),
+                    Image = referenceImageNames[2],
+                }
+            );
+            image3 = loadImage3.Output1;
+        }
+
+        // 2. Encode text prompts with Qwen text encoder
+        var positivePrompt = request.TextPrompt ?? "a beautiful image";
+
+        // Positive prompt with images
+        var positiveEncode = nodes.AddTypedNode(
+            new ComfyNodeBuilder.TextEncodeQwenImageEditPlus
+            {
+                Name = nodes.GetUniqueName("TextEncodeQwenImageEditPlus_Positive"),
+                Clip = currentClip,
+                Vae = vaeLoader.Output,
+                Image1 = image1,
+                Image2 = image2,
+                Image3 = image3,
+                Prompt = positivePrompt,
+            }
+        );
+
+        // Negative prompt (empty, with same images for consistency)
+        var negativeEncode = nodes.AddTypedNode(
+            new ComfyNodeBuilder.TextEncodeQwenImageEditPlus
+            {
+                Name = nodes.GetUniqueName("TextEncodeQwenImageEditPlus_Negative"),
+                Clip = currentClip,
+                Vae = vaeLoader.Output,
+                Image1 = image1,
+                Image2 = image2,
+                Image3 = image3,
+                Prompt = "",
+            }
+        );
+
+        // 3. Create empty latent
+        var emptyLatent = nodes.AddTypedNode(
+            new ComfyNodeBuilder.EmptySD3LatentImage
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.EmptySD3LatentImage)),
+                Width = outputWidth,
+                Height = outputHeight,
+                BatchSize = 1,
+            }
+        );
+
+        // 4. KSampler
+        var sampler = nodes.AddTypedNode(
+            new ComfyNodeBuilder.KSampler
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.KSampler)),
+                Model = currentModel,
+                Seed = seed,
+                Steps = DefaultSteps,
+                Cfg = DefaultCfgScale,
+                SamplerName = DefaultSampler,
+                Scheduler = DefaultScheduler,
+                Positive = positiveEncode.Output,
+                Negative = negativeEncode.Output,
+                LatentImage = emptyLatent.Output,
+                Denoise = 1.0,
+            }
+        );
+
+        // 5. VAEDecode
+        var vaeDecode = nodes.AddTypedNode(
+            new ComfyNodeBuilder.VAEDecode
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.VAEDecode)),
+                Samples = sampler.Output,
+                Vae = vaeLoader.Output,
+            }
+        );
+
+        // 6. PreviewImage (output node - images are retrieved from ComfyUI after execution)
+        var previewImage = nodes.AddTypedNode(
+            new ComfyNodeBuilder.PreviewImage
+            {
+                Name = nodes.GetUniqueName("SaveImage"),
+                Images = vaeDecode.Output,
+            }
+        );
+
+        // Return the node dictionary directly
+        return nodes;
+    }
+
+    /// <summary>
+    /// Get reference image filenames from the request (input images + conversation history)
+    /// Note: Images uploaded via ComfyClient.UploadImageAsync go to the "Inference" subfolder
+    /// </summary>
+    private static List<string> GetReferenceImageNames(ImageGenerationRequest request)
+    {
+        var imageNames = new List<string>();
+
+        // Priority 1: Current input images (will be uploaded with known names)
+        // Qwen supports up to 3 images natively
+        if (request.InputImages?.Count > 0)
+        {
+            for (var i = 0; i < Math.Min(request.InputImages.Count, 3); i++) // Max 3 images for Qwen
+            {
+                // Include the "Inference/" subfolder prefix since that's where UploadImageAsync uploads to
+                imageNames.Add($"Inference/qwen_image_edit_input_{i}.png");
+            }
+        }
+
+        // Priority 2: Most recent image from conversation history (previous generation)
+        // Only include if we have room (less than 3 images)
+        if (imageNames.Count < 3 && request.ConversationHistory != null)
+        {
+            var lastAssistantImage = request.ConversationHistory.LastOrDefault(m =>
+                m is { Role: MessageRole.Assistant, ImageContent: not null }
+            );
+
+            // Only add the filename if we found an image with content
+            // (the provider will have uploaded it)
+            if (lastAssistantImage?.ImageContent != null)
+            {
+                // Include the "Inference/" subfolder prefix
+                imageNames.Add("Inference/qwen_image_edit_history_latest.png");
+            }
+        }
+
+        return imageNames;
+    }
+}
diff --git a/StabilityMatrix.Avalonia/StabilityMatrix.Avalonia.csproj b/StabilityMatrix.Avalonia/StabilityMatrix.Avalonia.csproj
index b07d45eed..06af06607 100644
--- a/StabilityMatrix.Avalonia/StabilityMatrix.Avalonia.csproj
+++ b/StabilityMatrix.Avalonia/StabilityMatrix.Avalonia.csproj
@@ -267,6 +267,9 @@
         <DependentUpon>NrsCard.axaml</DependentUpon>
         <SubType>Code</SubType>
       </Compile>
+      <Compile Update="Views\Dialogs\ImageAnnotationEditorDialog.axaml.cs">
+        <DependentUpon>ImageAnnotationEditorDialog.axaml</DependentUpon>
+      </Compile>
     </ItemGroup>
 
     <!-- set HUSKY to 0 to disable, or opt-in during CI by setting HUSKY to 1 -->
diff --git a/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs
new file mode 100644
index 000000000..7f7cb7c64
--- /dev/null
+++ b/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs
@@ -0,0 +1,1697 @@
+using System.Collections.ObjectModel;
+using System.Reactive.Linq;
+using Avalonia;
+using Avalonia.Controls;
+using Avalonia.Controls.Notifications;
+using Avalonia.Layout;
+using Avalonia.Media.Imaging;
+using Avalonia.Platform.Storage;
+using Avalonia.Styling;
+using Avalonia.Threading;
+using CommunityToolkit.Mvvm.ComponentModel;
+using CommunityToolkit.Mvvm.Input;
+using FluentAvalonia.UI.Controls;
+using Injectio.Attributes;
+using Microsoft.Extensions.DependencyInjection;
+using Microsoft.Extensions.Logging;
+using StabilityMatrix.Avalonia.Controls;
+using StabilityMatrix.Avalonia.Models;
+using StabilityMatrix.Avalonia.Models.BananaVision;
+using StabilityMatrix.Avalonia.Services;
+using StabilityMatrix.Avalonia.ViewModels.Base;
+using StabilityMatrix.Avalonia.ViewModels.Dialogs;
+using StabilityMatrix.Avalonia.Views;
+using StabilityMatrix.Core.Attributes;
+using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.Database;
+using StabilityMatrix.Core.Models.Packages;
+using StabilityMatrix.Core.Models.Progress;
+using StabilityMatrix.Core.Services;
+using StabilityMatrix.Core.Services.ImageGeneration;
+
+namespace StabilityMatrix.Avalonia.ViewModels;
+
+[View(typeof(BananaVisionPage))]
+[RegisterSingleton<BananaVisionPageViewModel>]
+public partial class BananaVisionPageViewModel : PageViewModelBase
+{
+    private readonly ILogger<BananaVisionPageViewModel> logger;
+    private readonly IImageGenerationChatService chatService;
+    private readonly ISecretsManager secretsManager;
+    private readonly INotificationService notificationService;
+    private readonly RunningPackageService runningPackageService;
+    private readonly IServiceManager<ViewModelBase> vmFactory;
+    private readonly IModelIndexService modelIndexService;
+
+    public override string Title => "BananaVision";
+    public override IconSource IconSource => new FASymbolIconSource { Symbol = "fa-solid fa-glasses" };
+
+    public IInferenceClientManager ClientManager { get; }
+
+    [ObservableProperty]
+    public partial string? NewMessageText { get; set; }
+
+    [ObservableProperty]
+    public partial bool IsGenerating { get; set; }
+
+    [ObservableProperty]
+    public partial string? ErrorMessage { get; set; }
+
+    [ObservableProperty]
+    public partial ImageGenerationConversation? CurrentConversation { get; set; }
+
+    partial void OnCurrentConversationChanged(
+        ImageGenerationConversation? oldValue,
+        ImageGenerationConversation? newValue
+    )
+    {
+        if (newValue != null)
+        {
+            logger.LogInformation(
+                "Current conversation changed to: {ConversationId} - {Title}",
+                newValue.Id,
+                newValue.Title
+            );
+
+            // Auto-switch provider to match the conversation's provider
+            if (newValue.ProviderId != SelectedProviderId)
+            {
+                SelectedProviderId = newValue.ProviderId;
+            }
+
+            // Load messages for the new conversation (fire and forget with error handling)
+            _ = LoadMessagesForConversationAsync(newValue);
+        }
+        else
+        {
+            logger.LogWarning("Current conversation set to null");
+            Messages.Clear();
+        }
+    }
+
+    /// <summary>
+    /// Loads messages for a conversation without changing CurrentConversation
+    /// </summary>
+    private async Task LoadMessagesForConversationAsync(ImageGenerationConversation conversation)
+    {
+        Messages.Clear();
+
+        try
+        {
+            var messages = await chatService.GetMessagesAsync(conversation.Id);
+            logger.LogInformation(
+                "Loaded {Count} messages for conversation {Id}",
+                messages.Count,
+                conversation.Id
+            );
+
+            foreach (var message in messages)
+            {
+                // Show thinking content first (for assistant messages)
+                if (
+                    message.Role == MessageRole.Assistant
+                    && ShowThinkingOutput
+                    && !string.IsNullOrEmpty(message.ThinkingContent)
+                )
+                {
+                    Messages.Add(new ThinkingMessage(message.ThinkingContent));
+                }
+
+                if (!string.IsNullOrEmpty(message.TextContent))
+                {
+                    Messages.Add(new TextMessage(message.TextContent, message.Role == MessageRole.User));
+                }
+
+                if (!string.IsNullOrEmpty(message.ImagePath) && File.Exists(message.ImagePath))
+                {
+                    var bitmap = new Bitmap(message.ImagePath);
+                    Messages.Add(new ImageMessage(bitmap, message.Role == MessageRole.User));
+                }
+            }
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to load messages for conversation {ConversationId}", conversation.Id);
+            ErrorMessage = $"Failed to load messages: {ex.Message}";
+        }
+    }
+
+    [ObservableProperty]
+    public partial string? SelectedProviderId { get; set; }
+
+    [ObservableProperty]
+    public partial string? ProviderStatusMessage { get; set; }
+
+    [ObservableProperty]
+    public partial bool IsFluxKontextAvailable { get; set; }
+
+    [ObservableProperty]
+    public partial bool CanRetryLastMessage { get; set; }
+
+    /// <summary>
+    /// Whether to show thinking/reasoning output from Gemini 3 Pro
+    /// </summary>
+    [ObservableProperty]
+    public partial bool ShowThinkingOutput { get; set; } = true;
+
+    /// <summary>
+    /// Whether the selected provider supports thinking output
+    /// </summary>
+    public bool SupportsThinking => SelectedProviderId == "gemini-3-pro";
+
+    /// <summary>
+    /// Whether the selected provider requires a local backend (ComfyUI)
+    /// </summary>
+    public bool RequiresLocalBackend => SelectedProviderId is "flux-kontext" or "qwen-image-edit";
+
+    /// <summary>
+    /// Whether the selected provider is a cloud/API provider (Gemini)
+    /// </summary>
+    public bool IsCloudProvider => SelectedProviderId?.Contains("gemini") == true;
+
+    /// <summary>
+    /// Whether to show the Flux Kontext settings panel
+    /// </summary>
+    public bool ShowFluxSettings => SelectedProviderId == "flux-kontext";
+
+    /// <summary>
+    /// Whether to show the Qwen Image Edit settings panel
+    /// </summary>
+    public bool ShowQwenSettings => SelectedProviderId == "qwen-image-edit";
+
+    /// <summary>
+    /// Whether the Flux settings panel is expanded
+    /// </summary>
+    [ObservableProperty]
+    public partial bool IsFluxSettingsExpanded { get; set; } = true;
+
+    /// <summary>
+    /// Whether the Qwen settings panel is expanded
+    /// </summary>
+    [ObservableProperty]
+    public partial bool IsQwenSettingsExpanded { get; set; } = true;
+
+    /// <summary>
+    /// Selected Flux Kontext model
+    /// </summary>
+    [ObservableProperty]
+    public partial HybridModelFile? SelectedFluxModel { get; set; }
+
+    /// <summary>
+    /// Selected Qwen Image Edit model
+    /// </summary>
+    [ObservableProperty]
+    public partial HybridModelFile? SelectedQwenModel { get; set; }
+
+    /// <summary>
+    /// Available Flux Kontext models (filtered by BaseModel metadata or untagged)
+    /// </summary>
+    public ObservableCollection<HybridModelFile> AvailableFluxModels { get; } = [];
+
+    /// <summary>
+    /// Available Qwen Image Edit models (filtered by BaseModel metadata or filename)
+    /// </summary>
+    public ObservableCollection<HybridModelFile> AvailableQwenModels { get; } = [];
+
+    /// <summary>
+    /// Available LoRA models for Flux Kontext
+    /// </summary>
+    public ObservableCollection<HybridModelFile> AvailableFluxLoras { get; } = [];
+
+    /// <summary>
+    /// Available LoRA models for Qwen Image Edit
+    /// </summary>
+    public ObservableCollection<HybridModelFile> AvailableQwenLoras { get; } = [];
+
+    /// <summary>
+    /// Selected LoRAs with weights
+    /// </summary>
+    public ObservableCollection<SelectedLora> SelectedLoras { get; } = [];
+
+    /// <summary>
+    /// Available aspect ratio presets
+    /// </summary>
+    public ObservableCollection<AspectRatioOption> AvailableAspectRatios { get; } =
+        [
+            new AspectRatioOption("1:1", "Square", 1024, 1024),
+            new AspectRatioOption("16:9", "Landscape Wide", 1344, 768),
+            new AspectRatioOption("9:16", "Portrait Tall", 768, 1344),
+            new AspectRatioOption("4:3", "Landscape", 1152, 896),
+            new AspectRatioOption("3:4", "Portrait", 896, 1152),
+            new AspectRatioOption("3:2", "Photo Landscape", 1216, 832),
+            new AspectRatioOption("2:3", "Photo Portrait", 832, 1216),
+            new AspectRatioOption("21:9", "Ultrawide", 1536, 640),
+            new AspectRatioOption("9:21", "Ultra Tall", 640, 1536),
+        ];
+
+    /// <summary>
+    /// Selected aspect ratio
+    /// </summary>
+    [ObservableProperty]
+    public partial AspectRatioOption? SelectedAspectRatio { get; set; }
+
+    /// <summary>
+    /// Whether to use custom resolution instead of aspect ratio presets
+    /// </summary>
+    [ObservableProperty]
+    public partial bool UseCustomResolution { get; set; }
+
+    /// <summary>
+    /// Custom width when UseCustomResolution is true
+    /// </summary>
+    [ObservableProperty]
+    public partial int CustomWidth { get; set; } = 1024;
+
+    /// <summary>
+    /// Custom height when UseCustomResolution is true
+    /// </summary>
+    [ObservableProperty]
+    public partial int CustomHeight { get; set; } = 1024;
+
+    [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(IsComfyRunning))]
+    public partial PackagePair? RunningPackage { get; set; }
+
+    [ObservableProperty]
+    public partial bool IsWaitingForConnection { get; set; }
+
+    partial void OnIsWaitingForConnectionChanged(bool value)
+    {
+        UpdateProviderStatus();
+    }
+
+    public bool IsComfyRunning => RunningPackage?.BasePackage is ComfyUI;
+
+    private string? lastMessageText;
+    private List<string>? lastMessageImagePaths;
+    private IDisposable? startupCompleteSubscription;
+    private bool hasShownMissingModelsDialog;
+
+    /// <summary>
+    /// Messages in the current conversation. Can contain MessageBase or ThinkingMessage.
+    /// </summary>
+    public ObservableCollection<object> Messages { get; set; } = [];
+    public ObservableCollection<ImageGenerationConversation> Conversations { get; set; } = [];
+    public ObservableCollection<ProviderDisplayItem> AvailableProviders { get; set; } = [];
+
+    /// <summary>
+    /// Pending images to be sent with the next message
+    /// </summary>
+    public ObservableCollection<PendingImage> PendingImages { get; set; } = [];
+
+    // Will be set by the view
+    public IStorageProvider? StorageProvider { get; set; }
+
+    public BananaVisionPageViewModel(
+        ILogger<BananaVisionPageViewModel> logger,
+        IImageGenerationChatService chatService,
+        ISecretsManager secretsManager,
+        INotificationService notificationService,
+        IInferenceClientManager inferenceClientManager,
+        RunningPackageService runningPackageService,
+        IServiceManager<ViewModelBase> vmFactory,
+        IModelIndexService modelIndexService
+    )
+    {
+        this.logger = logger;
+        this.chatService = chatService;
+        this.secretsManager = secretsManager;
+        this.notificationService = notificationService;
+        this.runningPackageService = runningPackageService;
+        this.vmFactory = vmFactory;
+        this.modelIndexService = modelIndexService;
+
+        ClientManager = inferenceClientManager;
+
+        // Load available providers
+        var providers = chatService.GetAvailableProviders();
+        foreach (var provider in providers)
+        {
+            AvailableProviders.Add(new ProviderDisplayItem(provider.ProviderId, provider.ProviderName));
+        }
+
+        // Set default provider (use the first provider's ID)
+        SelectedProviderId = AvailableProviders.FirstOrDefault()?.Id;
+
+        // Set default aspect ratio (1:1 Square)
+        SelectedAspectRatio = AvailableAspectRatios.FirstOrDefault();
+
+        // Subscribe to connection status changes
+        ClientManager.PropertyChanged += (s, e) =>
+        {
+            if (e.PropertyName != nameof(IInferenceClientManager.IsConnected))
+                return;
+
+            UpdateProviderStatus();
+
+            // When connected and using a local provider, check for missing models
+            if (ClientManager.IsConnected && RequiresLocalBackend)
+            {
+                _ = CheckAndShowMissingModelsDialogAsync();
+            }
+        };
+
+        // Subscribe to running package changes
+        runningPackageService.RunningPackages.CollectionChanged += (s, e) =>
+        {
+            // ComfyZluda inherits from ComfyUI, so this check covers both
+            var comfyPackage = runningPackageService
+                .RunningPackages.FirstOrDefault(p => p.Value.RunningPackage.BasePackage is ComfyUI)
+                .Value?.RunningPackage;
+
+            // Handle package startup - auto-connect when ComfyUI starts
+            if (comfyPackage != null && RunningPackage == null)
+            {
+                RunningPackage = comfyPackage;
+
+                // Dispose previous subscription if any
+                startupCompleteSubscription?.Dispose();
+
+                // Subscribe to StartupComplete event for auto-connect
+                IsWaitingForConnection = true;
+                startupCompleteSubscription = Observable
+                    .FromEventPattern<string>(
+                        comfyPackage.BasePackage,
+                        nameof(comfyPackage.BasePackage.StartupComplete)
+                    )
+                    .Take(1)
+                    .Subscribe(_ =>
+                    {
+                        Dispatcher.UIThread.InvokeAsync(async () =>
+                        {
+                            // Only auto-connect for local providers (Flux Kontext, Qwen Image Edit, etc.)
+                            if (RequiresLocalBackend && ClientManager.CanUserConnect)
+                            {
+                                logger.LogInformation(
+                                    "ComfyUI startup complete, auto-connecting for local provider..."
+                                );
+                                await ConnectAsync();
+                            }
+
+                            IsWaitingForConnection = false;
+                        });
+                    });
+            }
+            else if (comfyPackage == null && RunningPackage != null)
+            {
+                // Package stopped
+                startupCompleteSubscription?.Dispose();
+                startupCompleteSubscription = null;
+                IsWaitingForConnection = false;
+            }
+
+            RunningPackage = comfyPackage;
+            UpdateProviderStatus();
+        };
+
+        // Initial status update
+        var initialComfyPackage = runningPackageService
+            .RunningPackages.FirstOrDefault(p => p.Value.RunningPackage.BasePackage is ComfyUI)
+            .Value?.RunningPackage;
+
+        RunningPackage = initialComfyPackage;
+
+        // If ComfyUI is already running and we're using a local provider, try to connect
+        if (initialComfyPackage != null && RequiresLocalBackend && !ClientManager.IsConnected)
+        {
+            Dispatcher.UIThread.InvokeAsync(async () =>
+            {
+                await Task.Delay(500); // Small delay to ensure ComfyUI is ready
+                if (ClientManager.CanUserConnect)
+                {
+                    logger.LogInformation("ComfyUI already running on load, attempting connection...");
+                    await ConnectAsync();
+                }
+            });
+        }
+
+        UpdateProviderStatus();
+    }
+
+    public override async Task OnLoadedAsync()
+    {
+        await base.OnLoadedAsync();
+
+        logger.LogInformation("BananaVisionPage loaded, initializing...");
+
+        // Load conversations
+        logger.LogInformation("Loading conversations from database...");
+        await LoadConversationsAsync();
+        logger.LogInformation("Loaded {Count} conversations", Conversations.Count);
+
+        // Create or load a conversation
+        if (Conversations.Count == 0 && SelectedProviderId != null)
+        {
+            logger.LogInformation("No conversations found, creating new conversation");
+            await NewConversationAsync();
+        }
+        else if (Conversations.Count > 0)
+        {
+            logger.LogInformation("Loading most recent conversation: {ConversationId}", Conversations[0].Id);
+            await LoadConversationAsync(Conversations[0]);
+        }
+    }
+
+    private async Task LoadConversationsAsync()
+    {
+        try
+        {
+            var conversations = await chatService.GetConversationsAsync();
+            Conversations.Clear();
+            foreach (var conversation in conversations)
+            {
+                Conversations.Add(conversation);
+            }
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to load conversations");
+            ErrorMessage = $"Failed to load conversations: {ex.Message}";
+        }
+    }
+
+    [RelayCommand]
+    private async Task NewConversationAsync()
+    {
+        if (string.IsNullOrEmpty(SelectedProviderId))
+        {
+            notificationService.Show("Error", "Please select a provider", NotificationType.Error);
+            return;
+        }
+
+        try
+        {
+            var conversation = await chatService.CreateConversationAsync(SelectedProviderId);
+            Conversations.Insert(0, conversation);
+            await LoadConversationAsync(conversation);
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to create conversation");
+            notificationService.Show(
+                "Error",
+                $"Failed to create conversation: {ex.Message}",
+                NotificationType.Error
+            );
+        }
+    }
+
+    [RelayCommand]
+    private Task LoadConversationAsync(ImageGenerationConversation conversation)
+    {
+        // Setting CurrentConversation triggers OnCurrentConversationChanged which loads the messages
+        CurrentConversation = conversation;
+        return Task.CompletedTask;
+    }
+
+    [RelayCommand]
+    private async Task DeleteConversationAsync(ImageGenerationConversation conversation)
+    {
+        // Show confirmation dialog
+        var dialog = new ContentDialog
+        {
+            Title = "Delete Conversation",
+            Content =
+                $"Are you sure you want to delete \"{conversation.Title}\"?\n\nThis will also delete all messages and generated images in this conversation.",
+            PrimaryButtonText = "Delete",
+            CloseButtonText = "Cancel",
+            DefaultButton = ContentDialogButton.Close,
+        };
+
+        var result = await dialog.ShowAsync();
+        if (result != ContentDialogResult.Primary)
+        {
+            return;
+        }
+
+        try
+        {
+            await chatService.DeleteConversationAsync(conversation.Id);
+            Conversations.Remove(conversation);
+
+            if (CurrentConversation?.Id == conversation.Id)
+            {
+                Messages.Clear();
+                CurrentConversation = null;
+
+                // Load first conversation if available
+                if (Conversations.Count > 0)
+                {
+                    await LoadConversationAsync(Conversations[0]);
+                }
+            }
+
+            notificationService.Show("Success", "Conversation deleted", NotificationType.Success);
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to delete conversation {ConversationId}", conversation.Id);
+            notificationService.Show(
+                "Error",
+                $"Failed to delete conversation: {ex.Message}",
+                NotificationType.Error
+            );
+        }
+    }
+
+    [RelayCommand]
+    private async Task RenameConversationAsync(ImageGenerationConversation conversation)
+    {
+        try
+        {
+            var textBox = new TextBox
+            {
+                Text = conversation.Title,
+                Watermark = "Enter conversation name...",
+                MinWidth = 300,
+            };
+
+            var dialog = new ContentDialog
+            {
+                Title = "Rename Conversation",
+                Content = textBox,
+                PrimaryButtonText = "Save",
+                CloseButtonText = "Cancel",
+                DefaultButton = ContentDialogButton.Primary,
+            };
+
+            var result = await dialog.ShowAsync();
+
+            if (result == ContentDialogResult.Primary && !string.IsNullOrWhiteSpace(textBox.Text))
+            {
+                conversation.Title = textBox.Text.Trim();
+                await chatService.UpdateConversationAsync(conversation);
+
+                // Refresh the list to update UI
+                var index = Conversations.IndexOf(conversation);
+                if (index >= 0)
+                {
+                    Conversations[index] = conversation;
+                }
+            }
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to rename conversation {ConversationId}", conversation.Id);
+            notificationService.Show(
+                "Error",
+                $"Failed to rename conversation: {ex.Message}",
+                NotificationType.Error
+            );
+        }
+    }
+
+    /// <summary>
+    /// Gets the display name for a provider ID
+    /// </summary>
+    public string GetProviderDisplayName(string? providerId)
+    {
+        if (string.IsNullOrEmpty(providerId))
+            return "Unknown";
+        return AvailableProviders.FirstOrDefault(p => p.Id == providerId)?.DisplayName ?? providerId;
+    }
+
+    [RelayCommand]
+    private async Task ConnectAsync()
+    {
+        try
+        {
+            logger.LogInformation("Attempting to connect to ComfyUI...");
+            await ClientManager.ConnectAsync();
+            notificationService.Show(
+                "Connected",
+                "Successfully connected to ComfyUI",
+                NotificationType.Success
+            );
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to connect to ComfyUI");
+            notificationService.Show("Connection Failed", ex.Message, NotificationType.Error);
+        }
+    }
+
+    [RelayCommand]
+    private async Task ShowConnectionHelpAsync()
+    {
+        var viewModel = App.Services.GetRequiredService<InferenceConnectionHelpViewModel>();
+        var dialog = viewModel.CreateDialog();
+
+        await dialog.ShowAsync();
+
+        // After dialog closes, check if we should connect
+        if (IsComfyRunning && ClientManager.CanUserConnect)
+        {
+            await ConnectAsync();
+        }
+    }
+
+    [RelayCommand(IncludeCancelCommand = true)]
+    private async Task SendMessageAsync(CancellationToken cancellationToken)
+    {
+        if (string.IsNullOrWhiteSpace(NewMessageText) && PendingImages.Count == 0)
+            return;
+
+        if (CurrentConversation == null)
+        {
+            notificationService.Show("Error", "No conversation selected", NotificationType.Error);
+            return;
+        }
+
+        // Check API key only for Gemini provider
+        if (SelectedProviderId?.Contains("gemini") == true)
+        {
+            var secrets = await secretsManager.SafeLoadAsync();
+            if (string.IsNullOrEmpty(secrets.GeminiApiKey))
+            {
+                ErrorMessage = "Gemini API key not configured. Please add it in Settings.";
+                notificationService.Show(
+                    "API Key Required",
+                    "Please configure your Gemini API key in Settings.",
+                    NotificationType.Warning
+                );
+                return;
+            }
+        }
+
+        var messageText = NewMessageText;
+        var imagePaths = PendingImages.Select(p => p.FilePath).ToList();
+
+        // Store for retry
+        lastMessageText = messageText;
+        lastMessageImagePaths = imagePaths.Count > 0 ? imagePaths : null;
+
+        NewMessageText = string.Empty;
+        ErrorMessage = null;
+        CanRetryLastMessage = false;
+
+        // Add user message to UI immediately
+        if (!string.IsNullOrWhiteSpace(messageText))
+        {
+            Messages.Add(new TextMessage(messageText, true));
+        }
+
+        // Show pending images in chat
+        foreach (var pendingImage in PendingImages)
+        {
+            Messages.Add(new ImageMessage(pendingImage.Bitmap, true));
+        }
+
+        // Clear pending images
+        PendingImages.Clear();
+
+        IsGenerating = true;
+
+        try
+        {
+            // Build provider options
+            Dictionary<string, object>? providerOptions = null;
+
+            // Add thinking support options for Gemini 3 Pro
+            if (SupportsThinking && ShowThinkingOutput)
+            {
+                providerOptions = new Dictionary<string, object>
+                {
+                    ["enableThinking"] = true,
+                    ["thinkingBudget"] = 2048,
+                };
+            }
+
+            // Add Flux Kontext model and LoRA options
+            if (SelectedProviderId == "flux-kontext")
+            {
+                providerOptions ??= new Dictionary<string, object>();
+
+                if (SelectedFluxModel != null)
+                {
+                    providerOptions["CustomUnetModel"] = SelectedFluxModel;
+                }
+
+                if (SelectedLoras.Count > 0)
+                {
+                    providerOptions["SelectedLoras"] = SelectedLoras.ToList();
+                }
+            }
+
+            // Add Qwen Image Edit model and LoRA options
+            if (SelectedProviderId == "qwen-image-edit")
+            {
+                providerOptions ??= new Dictionary<string, object>();
+
+                if (SelectedQwenModel != null)
+                {
+                    providerOptions["CustomUnetModel"] = SelectedQwenModel;
+                }
+
+                if (SelectedLoras.Count > 0)
+                {
+                    providerOptions["SelectedLoras"] = SelectedLoras.ToList();
+                }
+            }
+
+            // Add aspect ratio / resolution options
+            providerOptions ??= new Dictionary<string, object>();
+
+            if (UseCustomResolution)
+            {
+                // For local providers, pass explicit width/height
+                providerOptions["Width"] = CustomWidth;
+                providerOptions["Height"] = CustomHeight;
+            }
+            else if (SelectedAspectRatio != null)
+            {
+                // For cloud providers (Gemini), pass aspect ratio string
+                providerOptions["aspectRatio"] = SelectedAspectRatio.Ratio;
+
+                // For local providers, also pass width/height
+                providerOptions["Width"] = SelectedAspectRatio.Width;
+                providerOptions["Height"] = SelectedAspectRatio.Height;
+            }
+
+            var (userMessage, assistantMessage) = await chatService.SendMessageAsync(
+                CurrentConversation.Id,
+                messageText,
+                imagePaths.Count > 0 ? imagePaths : null,
+                providerOptions,
+                cancellationToken
+            );
+
+            // Add assistant response to UI
+            if (assistantMessage != null)
+            {
+                // Show thinking content first if available and user wants it
+                if (ShowThinkingOutput && !string.IsNullOrEmpty(assistantMessage.ThinkingContent))
+                {
+                    Messages.Add(new ThinkingMessage(assistantMessage.ThinkingContent));
+                }
+
+                if (!string.IsNullOrEmpty(assistantMessage.TextContent))
+                {
+                    Messages.Add(new TextMessage(assistantMessage.TextContent, false));
+                }
+
+                if (
+                    !string.IsNullOrEmpty(assistantMessage.ImagePath)
+                    && File.Exists(assistantMessage.ImagePath)
+                )
+                {
+                    var bitmap = new Bitmap(assistantMessage.ImagePath);
+                    Messages.Add(new ImageMessage(bitmap, false));
+                }
+            }
+
+            // Reload conversations to update timestamps and titles
+            await LoadConversationsAsync();
+
+            // Update current conversation reference to reflect title changes
+            if (CurrentConversation != null)
+            {
+                var updatedConversation = Conversations.FirstOrDefault(c => c.Id == CurrentConversation.Id);
+                if (updatedConversation != null)
+                {
+                    CurrentConversation = updatedConversation;
+                }
+            }
+        }
+        catch (OperationCanceledException)
+        {
+            logger.LogInformation("Message generation cancelled");
+            notificationService.Show("Cancelled", "Image generation cancelled", NotificationType.Information);
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to send message");
+            ErrorMessage = $"Failed to generate image: {ex.Message}";
+            notificationService.Show("Error", ex.Message, NotificationType.Error);
+            CanRetryLastMessage = true; // Enable retry on error
+        }
+        finally
+        {
+            IsGenerating = false;
+        }
+    }
+
+    [RelayCommand]
+    private async Task RetryLastMessageAsync()
+    {
+        if (lastMessageText == null && lastMessageImagePaths == null)
+            return;
+
+        // Restore the last message
+        NewMessageText = lastMessageText ?? string.Empty;
+
+        // Restore pending images
+        if (lastMessageImagePaths != null)
+        {
+            PendingImages.Clear();
+            foreach (var imagePath in lastMessageImagePaths)
+            {
+                if (File.Exists(imagePath))
+                {
+                    try
+                    {
+                        var bitmap = new Bitmap(imagePath);
+                        PendingImages.Add(new PendingImage { FilePath = imagePath, Bitmap = bitmap });
+                    }
+                    catch (Exception ex)
+                    {
+                        logger.LogWarning(ex, "Failed to reload image for retry: {ImagePath}", imagePath);
+                    }
+                }
+            }
+        }
+
+        // Send the message again
+        await SendMessageAsync(CancellationToken.None);
+    }
+
+    [RelayCommand]
+    private async Task AddImageAsync()
+    {
+        if (StorageProvider == null)
+        {
+            notificationService.Show("Error", "Storage provider not available", NotificationType.Error);
+            return;
+        }
+
+        try
+        {
+            var files = await StorageProvider.OpenFilePickerAsync(
+                new FilePickerOpenOptions
+                {
+                    Title = "Select Images",
+                    AllowMultiple = true,
+                    FileTypeFilter =
+                    [
+                        new FilePickerFileType("Images")
+                        {
+                            Patterns = ["*.png", "*.jpg", "*.jpeg", "*.webp", "*.gif"],
+                        },
+                    ],
+                }
+            );
+
+            if (files.Count == 0)
+                return;
+
+            foreach (var file in files)
+            {
+                var imagePath = file.Path.LocalPath;
+                var bitmap = new Bitmap(imagePath);
+
+                PendingImages.Add(new PendingImage { FilePath = imagePath, Bitmap = bitmap });
+            }
+
+            notificationService.Show(
+                "Images Added",
+                $"Added {files.Count} image(s). They will be sent with your next message.",
+                NotificationType.Success
+            );
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to add images");
+            notificationService.Show("Error", $"Failed to add images: {ex.Message}", NotificationType.Error);
+        }
+    }
+
+    [RelayCommand]
+    private void RemovePendingImage(PendingImage image)
+    {
+        PendingImages.Remove(image);
+    }
+
+    [RelayCommand]
+    private void ClearPendingImages()
+    {
+        PendingImages.Clear();
+    }
+
+    [RelayCommand]
+    private async Task EditPendingImageAsync(PendingImage image)
+    {
+        try
+        {
+            var editorVm = vmFactory.Get<ImageAnnotationEditorViewModel>();
+            editorVm.LoadImage(image.Bitmap, image.FilePath);
+
+            var dialog = editorVm.GetDialog();
+            var result = await dialog.ShowAsync();
+
+            if (result == FluentAvalonia.UI.Controls.ContentDialogResult.Primary && editorVm.HasAnnotations)
+            {
+                // Save the annotated image to a temp file
+                var annotatedPath = await editorVm.SaveAnnotatedImageAsync();
+
+                if (annotatedPath != null)
+                {
+                    // Replace the pending image with the annotated version
+                    var index = PendingImages.IndexOf(image);
+                    if (index >= 0)
+                    {
+                        var annotatedBitmap = new Bitmap(annotatedPath);
+                        PendingImages[index] = new PendingImage
+                        {
+                            FilePath = annotatedPath,
+                            Bitmap = annotatedBitmap,
+                        };
+
+                        notificationService.Show(
+                            "Image Updated",
+                            "Your annotations have been applied to the image.",
+                            NotificationType.Success
+                        );
+                    }
+                }
+            }
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to edit image");
+            notificationService.Show("Error", $"Failed to edit image: {ex.Message}", NotificationType.Error);
+        }
+    }
+
+    /// <summary>
+    /// Preview an image in a full-size dialog
+    /// </summary>
+    [RelayCommand]
+    private async Task PreviewImageAsync(Bitmap? bitmap)
+    {
+        if (bitmap == null)
+            return;
+
+        try
+        {
+            var viewerVm = vmFactory.Get<ImageViewerViewModel>();
+            viewerVm.ImageSource = new ImageSource(bitmap);
+
+            var dialog = viewerVm.GetDialog();
+            await dialog.ShowAsync();
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to preview image");
+        }
+    }
+
+    partial void OnSelectedProviderIdChanged(string? value)
+    {
+        // When provider changes, check if we can update the current conversation
+        if (CurrentConversation != null && value != null && value != CurrentConversation.ProviderId)
+        {
+            // If no messages have been sent, allow changing the provider
+            if (Messages.Count == 0)
+            {
+                _ = UpdateConversationProviderAsync(value);
+            }
+            else
+            {
+                notificationService.Show(
+                    "Provider Changed",
+                    "Create a new conversation to use the selected provider.",
+                    NotificationType.Information
+                );
+            }
+        }
+
+        // If switching away from local providers, clean up any pending connection
+        if (value is not ("flux-kontext" or "qwen-image-edit"))
+        {
+            startupCompleteSubscription?.Dispose();
+            startupCompleteSubscription = null;
+            IsWaitingForConnection = false;
+            hasShownMissingModelsDialog = false; // Reset for next time
+        }
+
+        // Update provider status for the new provider
+        UpdateProviderStatus();
+
+        // Notify that provider-related properties may have changed
+        OnPropertyChanged(nameof(SupportsThinking));
+        OnPropertyChanged(nameof(RequiresLocalBackend));
+        OnPropertyChanged(nameof(IsCloudProvider));
+        OnPropertyChanged(nameof(ShowFluxSettings));
+        OnPropertyChanged(nameof(ShowQwenSettings));
+
+        // Load available Flux models when switching to Flux Kontext
+        if (value == "flux-kontext")
+        {
+            LoadAvailableFluxModels();
+
+            // Auto-show missing models dialog if connected and models are missing
+            _ = CheckAndShowMissingModelsDialogAsync();
+        }
+
+        // Load available Qwen models when switching to Qwen Image Edit
+        if (value == "qwen-image-edit")
+        {
+            LoadAvailableQwenModels();
+
+            // Auto-show missing models dialog if connected and models are missing
+            _ = CheckAndShowMissingModelsDialogAsync();
+        }
+    }
+
+    /// <summary>
+    /// Check for missing models and auto-show the download dialog if needed
+    /// </summary>
+    private async Task CheckAndShowMissingModelsDialogAsync()
+    {
+        // Don't show if we've already shown it this session
+        if (hasShownMissingModelsDialog)
+            return;
+
+        // Wait a moment for connection status to settle
+        await Task.Delay(500);
+
+        // Only show if connected and models are missing
+        if (!ClientManager.IsConnected || !HasMissingModels)
+            return;
+
+        hasShownMissingModelsDialog = true;
+        await ShowMissingModelsDialogAsync();
+    }
+
+    /// <summary>
+    /// Updates the current conversation's provider (only if no messages sent yet)
+    /// </summary>
+    private async Task UpdateConversationProviderAsync(string newProviderId)
+    {
+        if (CurrentConversation == null)
+            return;
+
+        try
+        {
+            // Create updated conversation with new provider
+            var updatedConversation = CurrentConversation with
+            {
+                ProviderId = newProviderId,
+            };
+            await chatService.UpdateConversationAsync(updatedConversation);
+
+            // Update local reference
+            var index = Conversations.IndexOf(CurrentConversation);
+            if (index >= 0)
+            {
+                Conversations[index] = updatedConversation;
+            }
+            CurrentConversation = updatedConversation;
+
+            logger.LogInformation(
+                "Updated conversation {Id} provider to {Provider}",
+                updatedConversation.Id,
+                newProviderId
+            );
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to update conversation provider");
+            notificationService.Show(
+                "Error",
+                "Failed to update conversation provider",
+                NotificationType.Error
+            );
+        }
+    }
+
+    private void UpdateProviderStatus()
+    {
+        // Check if this is a local provider with model requirements
+        var modelManager = LocalProviderModelManagerRegistry.GetManager(SelectedProviderId);
+
+        if (modelManager != null)
+        {
+            // This is a local provider - check ComfyUI and model status
+
+            // Check if ComfyUI is running
+            if (!IsComfyRunning)
+            {
+                ProviderStatusMessage = "⚠️ ComfyUI is not running. Click Launch to start.";
+                IsFluxKontextAvailable = false;
+                HasMissingModels = false;
+                return;
+            }
+
+            // Check if we're waiting for connection
+            if (IsWaitingForConnection)
+            {
+                ProviderStatusMessage = "🔄 Connecting to ComfyUI...";
+                IsFluxKontextAvailable = false;
+                HasMissingModels = false;
+                return;
+            }
+
+            // Check ComfyUI connection status
+            if (!ClientManager.IsConnected)
+            {
+                ProviderStatusMessage = "⚠️ Not connected to ComfyUI. Click Connect.";
+                IsFluxKontextAvailable = false;
+                HasMissingModels = false;
+                return;
+            }
+
+            // Check if required models are available
+            if (!modelManager.AreModelsAvailable(ClientManager))
+            {
+                var missingModelNames = modelManager.GetMissingModelNames(ClientManager).ToList();
+                var modelsList = string.Join(", ", missingModelNames);
+                ProviderStatusMessage = $"⚠️ Missing: {modelsList}";
+                IsFluxKontextAvailable = false;
+                HasMissingModels = true;
+                return;
+            }
+
+            // All good
+            ProviderStatusMessage = $"✅ {modelManager.ProviderDisplayName} is ready";
+            IsFluxKontextAvailable = true;
+            HasMissingModels = false;
+        }
+        else
+        {
+            // Cloud providers or providers without model requirements
+            ProviderStatusMessage = null;
+            IsFluxKontextAvailable = false;
+            HasMissingModels = false;
+        }
+    }
+
+    /// <summary>
+    /// Whether there are missing models that can be downloaded
+    /// </summary>
+    [ObservableProperty]
+    public partial bool HasMissingModels { get; set; }
+
+    /// <summary>
+    /// Show the missing models download dialog
+    /// </summary>
+    [RelayCommand]
+    private async Task ShowMissingModelsDialogAsync()
+    {
+        if (!ClientManager.IsConnected)
+        {
+            notificationService.Show(
+                "Not Connected",
+                "Please connect to ComfyUI first to check for missing models.",
+                NotificationType.Warning
+            );
+            return;
+        }
+
+        // Get the model manager for the current provider
+        var modelManager = LocalProviderModelManagerRegistry.GetManager(SelectedProviderId);
+        if (modelManager == null)
+        {
+            logger.LogWarning("No model manager found for provider {ProviderId}", SelectedProviderId);
+            return;
+        }
+
+        var missingModels = modelManager.GetMissingModels(ClientManager).ToList();
+
+        if (missingModels.Count == 0)
+        {
+            notificationService.Show(
+                "All Models Present",
+                "All required models are already installed!",
+                NotificationType.Success
+            );
+            return;
+        }
+
+        logger.LogInformation(
+            "Showing missing models dialog for {Provider} with {Count} models",
+            modelManager.ProviderDisplayName,
+            missingModels.Count
+        );
+
+        // Create and configure the dialog using manager's properties
+        var dialogVm = vmFactory.Get<DownloadMissingModelsViewModel>();
+        dialogVm.DialogTitle = $"{modelManager.ProviderDisplayName} Setup";
+        dialogVm.Description = modelManager.DownloadDialogDescription;
+        dialogVm.SetModels(missingModels);
+
+        var dialog = dialogVm.GetDialog();
+        var result = await dialog.ShowAsync();
+
+        // If user clicked Download, start the downloads
+        if (result == ContentDialogResult.Primary && dialogVm.SelectedCount > 0)
+        {
+            // Start downloads (runs in background via TrackedDownloadService)
+            var downloads = await dialogVm.StartDownloadsAsync();
+
+            if (downloads.Count > 0)
+            {
+                notificationService.Show(
+                    "Downloads Started",
+                    $"Downloading {downloads.Count} model(s). Check the progress panel for status.",
+                    NotificationType.Information
+                );
+
+                // Track completion of all downloads
+                _ = TrackDownloadCompletionAsync(downloads, modelManager.ProviderDisplayName);
+            }
+        }
+    }
+
+    /// <summary>
+    /// Track when all downloads complete and show notification
+    /// </summary>
+    private async Task TrackDownloadCompletionAsync(
+        List<TrackedDownload> downloads,
+        string providerDisplayName
+    )
+    {
+        var completionTasks = downloads
+            .Select(d =>
+            {
+                var tcs = new TaskCompletionSource<bool>();
+
+                d.ProgressStateChanged += (s, state) =>
+                {
+                    if (state is ProgressState.Success or ProgressState.Failed or ProgressState.Cancelled)
+                    {
+                        tcs.TrySetResult(state == ProgressState.Success);
+                    }
+                };
+
+                // Check if already completed
+                if (
+                    d.ProgressState
+                    is ProgressState.Success
+                        or ProgressState.Failed
+                        or ProgressState.Cancelled
+                )
+                {
+                    tcs.TrySetResult(d.ProgressState == ProgressState.Success);
+                }
+
+                return tcs.Task;
+            })
+            .ToList();
+
+        // Wait for all downloads to complete
+        var results = await Task.WhenAll(completionTasks);
+        var successCount = results.Count(r => r);
+        var failCount = results.Count(r => !r);
+
+        logger.LogInformation(
+            "Model downloads completed: {Success} succeeded, {Failed} failed",
+            successCount,
+            failCount
+        );
+
+        // Refresh model index
+        await modelIndexService.RefreshIndex();
+
+        // Reconnect to ComfyUI to refresh model lists
+        if (ClientManager.IsConnected)
+        {
+            try
+            {
+                await ClientManager.ConnectAsync();
+            }
+            catch (Exception ex)
+            {
+                logger.LogWarning(ex, "Failed to reconnect after model download");
+            }
+        }
+
+        // Update status on UI thread
+        await Dispatcher.UIThread.InvokeAsync(() =>
+        {
+            UpdateProviderStatus();
+            LoadAvailableFluxModels();
+            LoadAvailableQwenModels();
+        });
+
+        // Show completion notification
+        if (failCount == 0 && successCount > 0)
+        {
+            notificationService.Show(
+                "Models Ready! 🎉",
+                $"All required models have been downloaded. {providerDisplayName} is ready to use!",
+                NotificationType.Success,
+                TimeSpan.FromSeconds(8)
+            );
+        }
+        else if (successCount > 0)
+        {
+            notificationService.Show(
+                "Downloads Partially Complete",
+                $"{successCount} model(s) downloaded, {failCount} failed. Check the progress panel for details.",
+                NotificationType.Warning
+            );
+        }
+        else
+        {
+            notificationService.Show(
+                "Downloads Failed",
+                "All model downloads failed. Please check your connection and try again.",
+                NotificationType.Error
+            );
+        }
+    }
+
+    /// <summary>
+    /// Loads available Flux Kontext models from the DiffusionModels folder using local model index
+    /// </summary>
+    private void LoadAvailableFluxModels()
+    {
+        AvailableFluxModels.Clear();
+        AvailableFluxLoras.Clear();
+
+        // Load UNet models from local index - prioritize those with "Flux.1 Kontext" base model, then show untagged
+        var kontextModels = new List<HybridModelFile>();
+        var untaggedModels = new List<HybridModelFile>();
+
+        var localUnetModels = modelIndexService
+            .FindByModelType(SharedFolderType.DiffusionModels)
+            .Select(HybridModelFile.FromLocal);
+
+        foreach (var model in localUnetModels)
+        {
+            var baseModel = model.Local?.ConnectedModelInfo?.BaseModel;
+
+            if (
+                baseModel?.Contains("Kontext", StringComparison.OrdinalIgnoreCase) == true
+                || baseModel?.Contains("Flux.1 Kontext", StringComparison.OrdinalIgnoreCase) == true
+            )
+            {
+                kontextModels.Add(model);
+            }
+            else if (string.IsNullOrEmpty(baseModel))
+            {
+                // Also check filename for "kontext" as fallback
+                if (model.FileName.Contains("kontext", StringComparison.OrdinalIgnoreCase))
+                {
+                    kontextModels.Add(model);
+                }
+                else
+                {
+                    untaggedModels.Add(model);
+                }
+            }
+        }
+
+        // Sort: connected models first, then alphabetically by display name
+        var sortedKontextModels = kontextModels
+            .OrderByDescending(m => m.Local?.ConnectedModelInfo != null)
+            .ThenBy(m => m.Local?.DisplayModelName ?? m.ShortDisplayName);
+
+        var sortedUntaggedModels = untaggedModels
+            .OrderByDescending(m => m.Local?.ConnectedModelInfo != null)
+            .ThenBy(m => m.Local?.DisplayModelName ?? m.ShortDisplayName);
+
+        // Add Kontext models first, then untagged
+        foreach (var model in sortedKontextModels)
+        {
+            AvailableFluxModels.Add(model);
+        }
+        foreach (var model in sortedUntaggedModels)
+        {
+            AvailableFluxModels.Add(model);
+        }
+
+        // Auto-select first Kontext model if available
+        if (SelectedFluxModel == null && AvailableFluxModels.Count > 0)
+        {
+            SelectedFluxModel =
+                AvailableFluxModels.FirstOrDefault(m =>
+                    m.FileName.Contains("kontext", StringComparison.OrdinalIgnoreCase)
+                ) ?? AvailableFluxModels.First();
+        }
+
+        // Load LoRA models from local index - prioritize Flux Kontext, then Flux, then untagged
+        var kontextLoras = new List<HybridModelFile>();
+        var fluxLoras = new List<HybridModelFile>();
+        var untaggedLoras = new List<HybridModelFile>();
+
+        var localLoraModels = modelIndexService
+            .FindByModelType(SharedFolderType.Lora | SharedFolderType.LyCORIS)
+            .Select(HybridModelFile.FromLocal);
+
+        foreach (var lora in localLoraModels)
+        {
+            var baseModel = lora.Local?.ConnectedModelInfo?.BaseModel;
+
+            if (baseModel?.Contains("Kontext", StringComparison.OrdinalIgnoreCase) == true)
+            {
+                kontextLoras.Add(lora);
+            }
+            else if (baseModel?.Contains("Flux", StringComparison.OrdinalIgnoreCase) == true)
+            {
+                fluxLoras.Add(lora);
+            }
+            else if (string.IsNullOrEmpty(baseModel))
+            {
+                untaggedLoras.Add(lora);
+            }
+        }
+
+        // Sort LoRAs: connected models first, then alphabetically
+        var sortedKontextLoras = kontextLoras
+            .OrderByDescending(l => l.Local?.ConnectedModelInfo != null)
+            .ThenBy(l => l.Local?.DisplayModelName ?? l.ShortDisplayName);
+        var sortedFluxLoras = fluxLoras
+            .OrderByDescending(l => l.Local?.ConnectedModelInfo != null)
+            .ThenBy(l => l.Local?.DisplayModelName ?? l.ShortDisplayName);
+        var sortedUntaggedLoras = untaggedLoras
+            .OrderByDescending(l => l.Local?.ConnectedModelInfo != null)
+            .ThenBy(l => l.Local?.DisplayModelName ?? l.ShortDisplayName);
+
+        foreach (var lora in sortedKontextLoras)
+            AvailableFluxLoras.Add(lora);
+        foreach (var lora in sortedFluxLoras)
+            AvailableFluxLoras.Add(lora);
+        foreach (var lora in sortedUntaggedLoras)
+            AvailableFluxLoras.Add(lora);
+
+        logger.LogInformation(
+            "Loaded {ModelCount} Flux models and {LoraCount} LoRAs from local index",
+            AvailableFluxModels.Count,
+            AvailableFluxLoras.Count
+        );
+    }
+
+    /// <summary>
+    /// Loads available Qwen Image Edit models from the DiffusionModels folder using local model index
+    /// </summary>
+    private void LoadAvailableQwenModels()
+    {
+        AvailableQwenModels.Clear();
+        AvailableQwenLoras.Clear();
+
+        // Load UNet models from local index - prioritize those with "qwen" in name or base model
+        var qwenModels = new List<HybridModelFile>();
+        var untaggedModels = new List<HybridModelFile>();
+
+        var localUnetModels = modelIndexService
+            .FindByModelType(SharedFolderType.DiffusionModels)
+            .Select(HybridModelFile.FromLocal);
+
+        foreach (var model in localUnetModels)
+        {
+            var baseModel = model.Local?.ConnectedModelInfo?.BaseModel;
+
+            if (baseModel?.Contains("Qwen", StringComparison.OrdinalIgnoreCase) == true)
+            {
+                qwenModels.Add(model);
+            }
+            else if (string.IsNullOrEmpty(baseModel))
+            {
+                // Also check filename for "qwen" as fallback
+                if (model.FileName.Contains("qwen", StringComparison.OrdinalIgnoreCase))
+                {
+                    qwenModels.Add(model);
+                }
+                else
+                {
+                    untaggedModels.Add(model);
+                }
+            }
+        }
+
+        // Sort: connected models first, then alphabetically by display name
+        var sortedQwenModels = qwenModels
+            .OrderByDescending(m => m.Local?.ConnectedModelInfo != null)
+            .ThenBy(m => m.Local?.DisplayModelName ?? m.ShortDisplayName);
+
+        var sortedUntaggedModels = untaggedModels
+            .OrderByDescending(m => m.Local?.ConnectedModelInfo != null)
+            .ThenBy(m => m.Local?.DisplayModelName ?? m.ShortDisplayName);
+
+        // Add Qwen models first, then untagged
+        foreach (var model in sortedQwenModels)
+        {
+            AvailableQwenModels.Add(model);
+        }
+        foreach (var model in sortedUntaggedModels)
+        {
+            AvailableQwenModels.Add(model);
+        }
+
+        // Auto-select first Qwen model if available
+        if (SelectedQwenModel == null && AvailableQwenModels.Count > 0)
+        {
+            SelectedQwenModel =
+                AvailableQwenModels.FirstOrDefault(m =>
+                    m.FileName.Contains("qwen", StringComparison.OrdinalIgnoreCase)
+                ) ?? AvailableQwenModels.First();
+        }
+
+        // Load LoRA models from local index - all LoRAs are potentially compatible
+        var untaggedLoras = new List<HybridModelFile>();
+
+        var localLoraModels = modelIndexService
+            .FindByModelType(SharedFolderType.Lora | SharedFolderType.LyCORIS)
+            .Select(HybridModelFile.FromLocal);
+
+        foreach (var lora in localLoraModels)
+        {
+            untaggedLoras.Add(lora);
+        }
+
+        // Sort LoRAs: connected models first, then alphabetically
+        var sortedLoras = untaggedLoras
+            .OrderByDescending(l => l.Local?.ConnectedModelInfo != null)
+            .ThenBy(l => l.Local?.DisplayModelName ?? l.ShortDisplayName);
+
+        foreach (var lora in sortedLoras)
+            AvailableQwenLoras.Add(lora);
+
+        logger.LogInformation(
+            "Loaded {ModelCount} Qwen models and {LoraCount} LoRAs from local index",
+            AvailableQwenModels.Count,
+            AvailableQwenLoras.Count
+        );
+    }
+
+    [RelayCommand]
+    private async Task AddLoraAsync()
+    {
+        // Get available LoRAs based on current provider
+        var availableLoras =
+            SelectedProviderId == "qwen-image-edit" ? AvailableQwenLoras : AvailableFluxLoras;
+
+        if (availableLoras.Count == 0)
+        {
+            notificationService.Show(
+                "No LoRAs Available",
+                "No compatible LoRA models found.",
+                NotificationType.Warning
+            );
+            return;
+        }
+
+        // Create a styled selection dialog using BetterComboBox with HybridModel theme
+        var comboBox = new BetterComboBox
+        {
+            ItemsSource = availableLoras,
+            SelectedIndex = 0,
+            MinWidth = 350,
+            Padding = new Thickness(8, 6, 4, 6),
+            HorizontalAlignment = HorizontalAlignment.Stretch,
+        };
+
+        // Apply the HybridModel theme
+        if (
+            App.Current?.Resources.TryGetResource(
+                "BetterComboBoxHybridModelTheme",
+                App.Current.ActualThemeVariant,
+                out var theme
+            ) == true
+            && theme is ControlTheme controlTheme
+        )
+        {
+            comboBox.Theme = controlTheme;
+        }
+
+        var dialog = new ContentDialog
+        {
+            Title = "Add LoRA",
+            Content = comboBox,
+            PrimaryButtonText = "Add",
+            CloseButtonText = "Cancel",
+            DefaultButton = ContentDialogButton.Primary,
+        };
+
+        var result = await dialog.ShowAsync();
+
+        if (result == ContentDialogResult.Primary && comboBox.SelectedItem is HybridModelFile selectedLora)
+        {
+            // Check if already added
+            if (SelectedLoras.Any(l => l.Model.RelativePath == selectedLora.RelativePath))
+            {
+                notificationService.Show(
+                    "Already Added",
+                    "This LoRA is already in the list.",
+                    NotificationType.Warning
+                );
+                return;
+            }
+
+            SelectedLoras.Add(new SelectedLora { Model = selectedLora });
+        }
+    }
+
+    [RelayCommand]
+    private void RemoveLora(SelectedLora lora)
+    {
+        SelectedLoras.Remove(lora);
+    }
+
+    [RelayCommand]
+    private void ToggleFluxSettings()
+    {
+        IsFluxSettingsExpanded = !IsFluxSettingsExpanded;
+    }
+
+    [RelayCommand]
+    private void ToggleQwenSettings()
+    {
+        IsQwenSettingsExpanded = !IsQwenSettingsExpanded;
+    }
+}
+
+/// <summary>
+/// Represents an image pending to be sent
+/// </summary>
+public class PendingImage
+{
+    public required string FilePath { get; init; }
+    public required Bitmap Bitmap { get; init; }
+}
+
+/// <summary>
+/// Represents a provider for display in the ComboBox
+/// </summary>
+public record ProviderDisplayItem(string Id, string DisplayName)
+{
+    public override string ToString() => DisplayName;
+}
+
+/// <summary>
+/// Represents a selected LoRA with weight settings
+/// </summary>
+public partial class SelectedLora : ObservableObject
+{
+    public required HybridModelFile Model { get; init; }
+
+    [ObservableProperty]
+    private decimal modelWeight = 1.0m;
+
+    [ObservableProperty]
+    private decimal clipWeight = 1.0m;
+
+    public string DisplayName => Model.Local?.DisplayModelName ?? Model.ShortDisplayName;
+}
+
+/// <summary>
+/// Represents an aspect ratio option for image generation
+/// </summary>
+public record AspectRatioOption(string Ratio, string Description, int Width, int Height)
+{
+    public string DisplayName => $"{Ratio} - {Description} ({Width}x{Height})";
+
+    public override string ToString() => DisplayName;
+}
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/DownloadMissingModelsViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/DownloadMissingModelsViewModel.cs
new file mode 100644
index 000000000..8e1c9fafd
--- /dev/null
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/DownloadMissingModelsViewModel.cs
@@ -0,0 +1,271 @@
+using System.Collections.ObjectModel;
+using Avalonia.Controls;
+using Avalonia.Threading;
+using CommunityToolkit.Mvvm.ComponentModel;
+using CommunityToolkit.Mvvm.Input;
+using FluentAvalonia.UI.Controls;
+using Injectio.Attributes;
+using Microsoft.Extensions.Logging;
+using StabilityMatrix.Avalonia.Controls;
+using StabilityMatrix.Avalonia.Languages;
+using StabilityMatrix.Avalonia.ViewModels.Base;
+using StabilityMatrix.Avalonia.Views.Dialogs;
+using StabilityMatrix.Core.Attributes;
+using StabilityMatrix.Core.Extensions;
+using StabilityMatrix.Core.Helper;
+using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.FileInterfaces;
+using StabilityMatrix.Core.Models.Progress;
+using StabilityMatrix.Core.Services;
+
+namespace StabilityMatrix.Avalonia.ViewModels.Dialogs;
+
+/// <summary>
+/// Reusable dialog view model for downloading missing models.
+/// Can be configured for any provider that needs model downloads.
+/// </summary>
+[View(typeof(DownloadMissingModelsDialog))]
+[ManagedService]
+[RegisterTransient<DownloadMissingModelsViewModel>]
+public partial class DownloadMissingModelsViewModel(
+    ILogger<DownloadMissingModelsViewModel> logger,
+    ISettingsManager settingsManager,
+    ITrackedDownloadService trackedDownloadService,
+    IDownloadService downloadService
+) : ContentDialogViewModelBase
+{
+    /// <summary>
+    /// Dialog title (e.g., "Flux Kontext Setup")
+    /// </summary>
+    [ObservableProperty]
+    public partial string DialogTitle { get; set; } = "Download Required Models";
+
+    /// <summary>
+    /// Friendly description message
+    /// </summary>
+    [ObservableProperty]
+    public partial string Description { get; set; } =
+        "The following models are required. Select the ones you'd like to download.";
+
+    /// <summary>
+    /// Collection of downloadable model items
+    /// </summary>
+    public ObservableCollection<DownloadableModelItemViewModel> Models { get; } = [];
+
+    /// <summary>
+    /// Whether file sizes are being loaded
+    /// </summary>
+    [ObservableProperty]
+    public partial bool IsLoadingSizes { get; set; }
+
+    /// <summary>
+    /// Number of selected items
+    /// </summary>
+    public int SelectedCount => Models.Count(m => m.IsSelected);
+
+    /// <summary>
+    /// Total size of selected items
+    /// </summary>
+    public string TotalSelectedSizeText
+    {
+        get
+        {
+            var totalBytes = Models.Where(m => m.IsSelected).Sum(m => m.FileSize);
+            return totalBytes > 0 ? Size.FormatBase10Bytes(totalBytes) : "Calculating...";
+        }
+    }
+
+    /// <summary>
+    /// Whether download can be started
+    /// </summary>
+    public bool CanStartDownload => SelectedCount > 0;
+
+    /// <summary>
+    /// The downloads that were started (populated after StartDownloadsAsync is called)
+    /// </summary>
+    public List<TrackedDownload> StartedDownloads { get; } = [];
+
+    /// <summary>
+    /// Set the models to display in the dialog
+    /// </summary>
+    public void SetModels(IEnumerable<RemoteResource> resources)
+    {
+        Models.Clear();
+
+        foreach (var resource in resources)
+        {
+            var item = new DownloadableModelItemViewModel(resource);
+            item.PropertyChanged += (s, e) =>
+            {
+                if (e.PropertyName == nameof(DownloadableModelItemViewModel.IsSelected))
+                {
+                    OnPropertyChanged(nameof(SelectedCount));
+                    OnPropertyChanged(nameof(TotalSelectedSizeText));
+                    OnPropertyChanged(nameof(CanStartDownload));
+                }
+            };
+            Models.Add(item);
+        }
+
+        // Load file sizes asynchronously
+        _ = LoadFileSizesAsync();
+    }
+
+    private async Task LoadFileSizesAsync()
+    {
+        if (Design.IsDesignMode)
+            return;
+
+        IsLoadingSizes = true;
+
+        try
+        {
+            var tasks = Models.Select(async model =>
+            {
+                try
+                {
+                    if (model.Resource.Url is { } url)
+                    {
+                        var size = await downloadService.GetFileSizeAsync(url.ToString());
+                        await Dispatcher.UIThread.InvokeAsync(() =>
+                        {
+                            model.FileSize = size;
+                        });
+                    }
+                }
+                catch (Exception ex)
+                {
+                    logger.LogWarning(ex, "Failed to get file size for {FileName}", model.FileName);
+                }
+            });
+
+            await Task.WhenAll(tasks);
+        }
+        finally
+        {
+            IsLoadingSizes = false;
+            OnPropertyChanged(nameof(TotalSelectedSizeText));
+        }
+    }
+
+    [RelayCommand]
+    private void SelectAll()
+    {
+        foreach (var model in Models)
+        {
+            model.IsSelected = true;
+        }
+    }
+
+    [RelayCommand]
+    private void DeselectAll()
+    {
+        foreach (var model in Models)
+        {
+            model.IsSelected = false;
+        }
+    }
+
+    /// <summary>
+    /// Queue downloads for all selected models. Returns the list of started downloads.
+    /// Call this after dialog closes with Primary result.
+    /// </summary>
+    public async Task<List<TrackedDownload>> StartDownloadsAsync()
+    {
+        var selectedModels = Models.Where(m => m.IsSelected).ToList();
+        StartedDownloads.Clear();
+
+        if (selectedModels.Count == 0)
+        {
+            return StartedDownloads;
+        }
+
+        logger.LogInformation("Queueing download of {Count} models", selectedModels.Count);
+
+        foreach (var model in selectedModels)
+        {
+            try
+            {
+                var download = await QueueDownloadAsync(model);
+                if (download != null)
+                {
+                    StartedDownloads.Add(download);
+                }
+            }
+            catch (Exception ex)
+            {
+                logger.LogError(ex, "Failed to queue download for {FileName}", model.FileName);
+            }
+        }
+
+        // Show progress flyout
+        if (StartedDownloads.Count > 0)
+        {
+            EventManager.Instance.OnToggleProgressFlyout();
+        }
+
+        return StartedDownloads;
+    }
+
+    private async Task<TrackedDownload?> QueueDownloadAsync(DownloadableModelItemViewModel model)
+    {
+        var resource = model.Resource;
+
+        var sharedFolderType =
+            resource.ContextType as SharedFolderType?
+            ?? throw new InvalidOperationException(
+                $"ContextType is not SharedFolderType for {resource.FileName}"
+            );
+
+        var modelsDir = new DirectoryPath(settingsManager.ModelsDirectory).JoinDir(
+            sharedFolderType.GetStringValue()
+        );
+
+        if (resource.RelativeDirectory is not null)
+        {
+            modelsDir = modelsDir.JoinDir(resource.RelativeDirectory);
+        }
+
+        // Ensure directory exists
+        modelsDir.Create();
+
+        var downloadPath = modelsDir.JoinFile(resource.FileName);
+
+        logger.LogInformation("Queueing download: {FileName} to {Path}", resource.FileName, downloadPath);
+
+        var download = trackedDownloadService.NewDownload(resource.Url, downloadPath);
+
+        // Set hash for verification if available
+        if (resource.HashSha256 is not null)
+        {
+            download.ExpectedHashSha256 = resource.HashSha256;
+        }
+
+        // Set extraction properties
+        download.AutoExtractArchive = resource.AutoExtractArchive;
+        download.ExtractRelativePath = resource.ExtractRelativePath;
+
+        // Set context action for post-download processing
+        download.ContextAction = new ModelPostDownloadContextAction();
+
+        // Start the download
+        await trackedDownloadService.TryStartDownload(download);
+
+        return download;
+    }
+
+    public override BetterContentDialog GetDialog()
+    {
+        var dialog = base.GetDialog();
+
+        dialog.Title = DialogTitle;
+        dialog.Content = new DownloadMissingModelsDialog { DataContext = this };
+        dialog.PrimaryButtonText = Resources.Action_Download;
+        dialog.CloseButtonText = "Skip for Now";
+        dialog.DefaultButton = ContentDialogButton.Primary;
+        dialog.IsPrimaryButtonEnabled = CanStartDownload;
+        dialog.MinDialogWidth = 550;
+
+        return dialog;
+    }
+}
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/DownloadableModelItemViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/DownloadableModelItemViewModel.cs
new file mode 100644
index 000000000..265806722
--- /dev/null
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/DownloadableModelItemViewModel.cs
@@ -0,0 +1,140 @@
+using CommunityToolkit.Mvvm.ComponentModel;
+using CommunityToolkit.Mvvm.Input;
+using StabilityMatrix.Avalonia.ViewModels.Base;
+using StabilityMatrix.Core.Helper;
+using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.Progress;
+
+namespace StabilityMatrix.Avalonia.ViewModels.Dialogs;
+
+/// <summary>
+/// ViewModel for a single downloadable model item in the missing models dialog.
+/// Wraps a RemoteResource with selection and progress state.
+/// </summary>
+public partial class DownloadableModelItemViewModel(RemoteResource resource, string? displayName = null)
+    : ViewModelBase
+{
+    /// <summary>
+    /// The underlying remote resource
+    /// </summary>
+    public RemoteResource Resource { get; } = resource;
+
+    /// <summary>
+    /// Whether this item is selected for download
+    /// </summary>
+    [ObservableProperty]
+    public partial bool IsSelected { get; set; } = true;
+
+    /// <summary>
+    /// Whether this item is currently downloading
+    /// </summary>
+    [ObservableProperty]
+    public partial bool IsDownloading { get; set; }
+
+    /// <summary>
+    /// Whether this item has completed downloading
+    /// </summary>
+    [ObservableProperty]
+    public partial bool IsCompleted { get; set; }
+
+    /// <summary>
+    /// Whether this item failed to download
+    /// </summary>
+    [ObservableProperty]
+    public partial bool IsFailed { get; set; }
+
+    /// <summary>
+    /// Current download progress (0-100)
+    /// </summary>
+    [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(ProgressText))]
+    public partial double Progress { get; set; }
+
+    /// <summary>
+    /// File size in bytes (fetched asynchronously)
+    /// </summary>
+    [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(FileSizeText))]
+    public partial long FileSize { get; set; }
+
+    /// <summary>
+    /// Status message for the download
+    /// </summary>
+    [ObservableProperty]
+    public partial string? StatusMessage { get; set; }
+
+    /// <summary>
+    /// Display name for the model
+    /// </summary>
+    public string DisplayName { get; } = displayName ?? GetDefaultDisplayName(resource);
+
+    /// <summary>
+    /// Type badge text (e.g., "UNET", "VAE", "CLIP")
+    /// </summary>
+    public string TypeBadge { get; } = GetTypeBadge(resource);
+
+    /// <summary>
+    /// File name
+    /// </summary>
+    public string FileName => Resource.FileName;
+
+    /// <summary>
+    /// Formatted file size text
+    /// </summary>
+    public string? FileSizeText => FileSize > 0 ? Size.FormatBase10Bytes(FileSize) : null;
+
+    /// <summary>
+    /// Progress text for display
+    /// </summary>
+    public string ProgressText => IsDownloading ? $"{Progress:F0}%" : string.Empty;
+
+    /// <summary>
+    /// Author of the model
+    /// </summary>
+    public string? Author => Resource.Author;
+
+    /// <summary>
+    /// License type
+    /// </summary>
+    public string? LicenseType => Resource.LicenseType;
+
+    // Determine display name based on context type or filename
+
+    private static string GetDefaultDisplayName(RemoteResource resource)
+    {
+        // Try to get a friendly name based on the file and context
+        var fileName = resource.FileName;
+
+        return resource.ContextType switch
+        {
+            SharedFolderType.DiffusionModels
+                when fileName.Contains("kontext", StringComparison.OrdinalIgnoreCase) => "Flux Kontext UNET",
+            SharedFolderType.VAE when fileName.Equals("ae.safetensors", StringComparison.OrdinalIgnoreCase) =>
+                "Flux VAE",
+            SharedFolderType.TextEncoders
+                when fileName.Contains("clip_l", StringComparison.OrdinalIgnoreCase) => "CLIP-L Text Encoder",
+            SharedFolderType.TextEncoders
+                when fileName.Contains("t5xxl", StringComparison.OrdinalIgnoreCase) => "T5-XXL Text Encoder",
+            _ => Path.GetFileNameWithoutExtension(fileName),
+        };
+    }
+
+    private static string GetTypeBadge(RemoteResource resource)
+    {
+        return resource.ContextType switch
+        {
+            SharedFolderType.DiffusionModels => "UNET",
+            SharedFolderType.VAE => "VAE",
+            SharedFolderType.TextEncoders => "CLIP",
+            SharedFolderType.ControlNet => "ControlNet",
+            SharedFolderType.Lora or SharedFolderType.LyCORIS => "LoRA",
+            _ => resource.ContextType?.ToString() ?? "Model",
+        };
+    }
+
+    [RelayCommand]
+    private void ToggleSelection()
+    {
+        IsSelected = !IsSelected;
+    }
+}
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/ImageAnnotationEditorViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/ImageAnnotationEditorViewModel.cs
new file mode 100644
index 000000000..e4b99435d
--- /dev/null
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/ImageAnnotationEditorViewModel.cs
@@ -0,0 +1,222 @@
+using System.Runtime.CompilerServices;
+using System.Text.Json.Serialization;
+using Avalonia;
+using Avalonia.Controls.Primitives;
+using Avalonia.Media.Imaging;
+using Avalonia.Threading;
+using CommunityToolkit.Mvvm.ComponentModel;
+using CommunityToolkit.Mvvm.Input;
+using Injectio.Attributes;
+using SkiaSharp;
+using StabilityMatrix.Avalonia.Controls;
+using StabilityMatrix.Avalonia.Extensions;
+using StabilityMatrix.Avalonia.Languages;
+using StabilityMatrix.Avalonia.Models;
+using StabilityMatrix.Avalonia.Services;
+using StabilityMatrix.Avalonia.ViewModels.Base;
+using StabilityMatrix.Avalonia.ViewModels.Controls;
+using StabilityMatrix.Avalonia.Views.Dialogs;
+using StabilityMatrix.Core.Attributes;
+using ContentDialogButton = FluentAvalonia.UI.Controls.ContentDialogButton;
+
+namespace StabilityMatrix.Avalonia.ViewModels.Dialogs;
+
+/// <summary>
+/// ViewModel for the image annotation editor dialog.
+/// Allows users to draw/annotate on images before sending to AI providers.
+/// </summary>
+[RegisterTransient<ImageAnnotationEditorViewModel>]
+[ManagedService]
+[View(typeof(ImageAnnotationEditorDialog))]
+public partial class ImageAnnotationEditorViewModel(IServiceManager<ViewModelBase> vmFactory)
+    : LoadableViewModelBase,
+        IDisposable
+{
+    [JsonIgnore]
+    private SKBitmap? originalBitmap;
+
+    [JsonIgnore]
+    private ImageSource? cachedAnnotatedImage;
+
+    /// <summary>
+    /// The source image file path being edited
+    /// </summary>
+    [ObservableProperty]
+    private string? sourceFilePath;
+
+    /// <summary>
+    /// The paint canvas view model for drawing annotations
+    /// </summary>
+    [JsonInclude]
+    public PaintCanvasViewModel PaintCanvasViewModel { get; } = vmFactory.Get<PaintCanvasViewModel>();
+
+    /// <summary>
+    /// Whether there are any annotations on the canvas
+    /// </summary>
+    public bool HasAnnotations => PaintCanvasViewModel.Paths.Count > 0;
+
+    /// <summary>
+    /// Load an image from file path for editing
+    /// </summary>
+    public void LoadImage(string filePath)
+    {
+        SourceFilePath = filePath;
+        originalBitmap?.Dispose();
+        originalBitmap = SKBitmap.Decode(filePath);
+
+        if (originalBitmap != null)
+        {
+            PaintCanvasViewModel.BackgroundImage = originalBitmap;
+            PaintCanvasViewModel.RefreshCanvas?.Invoke();
+        }
+    }
+
+    /// <summary>
+    /// Load an image from bitmap for editing
+    /// </summary>
+    public void LoadImage(Bitmap bitmap, string? sourcePath = null)
+    {
+        SourceFilePath = sourcePath;
+        originalBitmap?.Dispose();
+
+        // Convert Avalonia Bitmap to SKBitmap
+        using var stream = new MemoryStream();
+        bitmap.Save(stream);
+        stream.Position = 0;
+        originalBitmap = SKBitmap.Decode(stream);
+
+        if (originalBitmap != null)
+        {
+            PaintCanvasViewModel.BackgroundImage = originalBitmap;
+            PaintCanvasViewModel.RefreshCanvas?.Invoke();
+        }
+    }
+
+    /// <summary>
+    /// Get the annotated image with drawings overlaid on the original
+    /// </summary>
+    [MethodImpl(MethodImplOptions.Synchronized)]
+    public ImageSource? GetAnnotatedImage()
+    {
+        if (cachedAnnotatedImage != null)
+        {
+            return cachedAnnotatedImage;
+        }
+
+        using var skImage = RenderAnnotatedImage();
+        if (skImage == null)
+        {
+            return null;
+        }
+
+        cachedAnnotatedImage = new ImageSource(skImage.ToAvaloniaBitmap());
+        return cachedAnnotatedImage;
+    }
+
+    /// <summary>
+    /// Render the annotated image to an SKImage
+    /// </summary>
+    public SKImage? RenderAnnotatedImage()
+    {
+        var canvasSize = PaintCanvasViewModel.CanvasSize;
+        if (canvasSize.IsEmpty)
+        {
+            return null;
+        }
+
+        using var surface = SKSurface.Create(new SKImageInfo(canvasSize.Width, canvasSize.Height));
+        PaintCanvasViewModel.RenderToSurface(
+            surface,
+            renderBackgroundFill: false,
+            renderBackgroundImage: true
+        );
+
+        return surface.Snapshot();
+    }
+
+    /// <summary>
+    /// Save the annotated image to a file
+    /// </summary>
+    public async Task<string?> SaveAnnotatedImageAsync(string? targetPath = null)
+    {
+        using var image = RenderAnnotatedImage();
+        if (image == null)
+        {
+            return null;
+        }
+
+        // Generate target path if not provided
+        targetPath ??= Path.Combine(Path.GetTempPath(), $"annotated_{Guid.NewGuid():N}.png");
+
+        using var data = image.Encode(SKEncodedImageFormat.Png, 100);
+        await using var fileStream = File.OpenWrite(targetPath);
+        data.SaveTo(fileStream);
+
+        return targetPath;
+    }
+
+    /// <summary>
+    /// Get the annotated image as a byte array (PNG format)
+    /// </summary>
+    public byte[]? GetAnnotatedImageBytes()
+    {
+        using var image = RenderAnnotatedImage();
+        if (image == null)
+        {
+            return null;
+        }
+
+        using var data = image.Encode(SKEncodedImageFormat.Png, 100);
+        return data.ToArray();
+    }
+
+    /// <summary>
+    /// Invalidate the cached annotated image
+    /// </summary>
+    public void InvalidateCache()
+    {
+        cachedAnnotatedImage?.Dispose();
+        cachedAnnotatedImage = null;
+    }
+
+    /// <summary>
+    /// Clear all annotations from the canvas
+    /// </summary>
+    [RelayCommand]
+    public void ClearAnnotations()
+    {
+        PaintCanvasViewModel.Paths = [];
+        PaintCanvasViewModel.RefreshCanvas?.Invoke();
+        InvalidateCache();
+    }
+
+    /// <summary>
+    /// Create and show the editor dialog
+    /// </summary>
+    public BetterContentDialog GetDialog()
+    {
+        Dispatcher.UIThread.VerifyAccess();
+
+        var dialog = new BetterContentDialog
+        {
+            Content = this,
+            ContentVerticalScrollBarVisibility = ScrollBarVisibility.Disabled,
+            MaxDialogHeight = 900,
+            MaxDialogWidth = 1200,
+            ContentMargin = new Thickness(16),
+            FullSizeDesired = true,
+            PrimaryButtonText = Resources.Action_Save,
+            CloseButtonText = Resources.Action_Cancel,
+            DefaultButton = ContentDialogButton.Primary,
+        };
+
+        return dialog;
+    }
+
+    public void Dispose()
+    {
+        originalBitmap?.Dispose();
+        cachedAnnotatedImage?.Dispose();
+        GC.SuppressFinalize(this);
+    }
+}
diff --git a/StabilityMatrix.Avalonia/ViewModels/Settings/AccountSettingsViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Settings/AccountSettingsViewModel.cs
index 87c9ebd30..33f9ab50d 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Settings/AccountSettingsViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Settings/AccountSettingsViewModel.cs
@@ -74,10 +74,6 @@ public partial class AccountSettingsViewModel : PageViewModelBase
     [ObservableProperty]
     private CivitAccountStatusUpdateEventArgs civitStatus = CivitAccountStatusUpdateEventArgs.Disconnected;
 
-    // Assume HuggingFaceAccountStatusUpdateEventArgs will be created with at least these properties
-    // For now, using a placeholder or assuming a structure like:
-    // public record HuggingFaceAccountStatusUpdateEventArgs(bool IsConnected, string? Username);
-    // Initialize with a disconnected state.
     [ObservableProperty]
     private HuggingFaceAccountStatusUpdateEventArgs huggingFaceStatus = new(false, null);
 
@@ -87,6 +83,12 @@ public partial class AccountSettingsViewModel : PageViewModelBase
     [ObservableProperty]
     private string huggingFaceUsernameWithParentheses = string.Empty;
 
+    [ObservableProperty]
+    private GeminiAccountStatusUpdateEventArgs geminiStatus = GeminiAccountStatusUpdateEventArgs.Disconnected;
+
+    [ObservableProperty]
+    private bool hasGeminiApiKey;
+
     public string LykosAccountManageUrl =>
         apiOptions.Value.LykosAccountApiBaseUrl.Append("/manage").ToString();
 
@@ -134,6 +136,16 @@ IOptions<ApiOptions> apiOptions
                 // IsHuggingFaceConnected and HuggingFaceUsernameWithParentheses will be updated by OnHuggingFaceStatusChanged
             });
         };
+
+        accountsService.GeminiAccountStatusUpdate += (_, args) =>
+        {
+            Dispatcher.UIThread.Post(() =>
+            {
+                IsInitialUpdateFinished = true;
+                GeminiStatus = args;
+                // HasGeminiApiKey will be updated by OnGeminiStatusChanged
+            });
+        };
     }
 
     /// <inheritdoc />
@@ -309,7 +321,7 @@ private async Task ConnectHuggingFace()
         if (!await BeforeConnectCheck())
             return;
 
-        var field = new TextBoxField 
+        var field = new TextBoxField
         {
             Label = "Hugging Face Token", // Assuming Label is for the prompt
             IsPassword = true, // Assuming TextBoxField has an IsPassword property
@@ -325,14 +337,14 @@ private async Task ConnectHuggingFace()
         var dialog = DialogHelper.CreateTextEntryDialog(
             "Connect Hugging Face Account",
             "Go to [Hugging Face settings](https://huggingface.co/settings/tokens) to create a new Access Token. Ensure it has read permissions. Paste the token below.",
-            [field] 
+            [field]
         );
 
         var result = await dialog.ShowAsync();
 
         if (result == ContentDialogResult.Primary && !string.IsNullOrWhiteSpace(field.Text))
         {
-            await accountsService.HuggingFaceLoginAsync(field.Text); 
+            await accountsService.HuggingFaceLoginAsync(field.Text);
             await accountsService.RefreshAsync();
         }
     }
@@ -398,4 +410,70 @@ partial void OnHuggingFaceStatusChanged(HuggingFaceAccountStatusUpdateEventArgs
             }
         }
     }
+
+    partial void OnGeminiStatusChanged(GeminiAccountStatusUpdateEventArgs value)
+    {
+        HasGeminiApiKey = value.IsConnected;
+    }
+
+    [RelayCommand]
+    private async Task SetGeminiApiKey()
+    {
+        if (!await BeforeConnectCheck())
+            return;
+
+        var field = new TextBoxField
+        {
+            Label = "Gemini API Key",
+            IsPassword = true,
+            Validator = s =>
+            {
+                if (string.IsNullOrWhiteSpace(s))
+                {
+                    throw new ValidationException("API key is required");
+                }
+            },
+        };
+
+        var dialog = DialogHelper.CreateTextEntryDialog(
+            "Set Gemini API Key",
+            """
+            Get your Gemini API key from [Google AI Studio](https://ai.google.dev/)
+
+            This key will be used for BananaVision image generation.
+            """,
+            null,
+            [field]
+        );
+        dialog.PrimaryButtonText = "Save";
+
+        if (await dialog.ShowAsync() != ContentDialogResult.Primary || field.Text is not { } apiKey)
+        {
+            return;
+        }
+
+        await accountsService.GeminiLoginAsync(apiKey);
+        notificationService.Show("Success", "Gemini API key saved", NotificationType.Success);
+    }
+
+    [RelayCommand]
+    private async Task RemoveGeminiApiKey()
+    {
+        var dialog = new BetterContentDialog
+        {
+            Title = "Remove Gemini API Key",
+            Content = "Are you sure you want to remove your Gemini API key?",
+            PrimaryButtonText = "Remove",
+            CloseButtonText = "Cancel",
+            DefaultButton = ContentDialogButton.Close,
+        };
+
+        if (await dialog.ShowAsync() != ContentDialogResult.Primary)
+        {
+            return;
+        }
+
+        await accountsService.GeminiLogoutAsync();
+        notificationService.Show("Success", "Gemini API key removed", NotificationType.Success);
+    }
 }
diff --git a/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml b/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml
new file mode 100644
index 000000000..91e1d6bf6
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml
@@ -0,0 +1,1138 @@
+<controls:UserControlBase
+    x:Class="StabilityMatrix.Avalonia.Views.BananaVisionPage"
+    xmlns="https://github.com/avaloniaui"
+    xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+    xmlns:avalonia="https://github.com/projektanker/icons.avalonia"
+    xmlns:bananaVision="clr-namespace:StabilityMatrix.Avalonia.Converters.BananaVision"
+    xmlns:bananaVision1="clr-namespace:StabilityMatrix.Avalonia.Models.BananaVision"
+    xmlns:controls="clr-namespace:StabilityMatrix.Avalonia.Controls"
+    xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
+    xmlns:database="clr-namespace:StabilityMatrix.Core.Models.Database;assembly=StabilityMatrix.Core"
+    xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
+    xmlns:ui="clr-namespace:FluentAvalonia.UI.Controls;assembly=FluentAvalonia"
+    xmlns:vm="clr-namespace:StabilityMatrix.Avalonia.ViewModels"
+    d:DesignHeight="800"
+    d:DesignWidth="1200"
+    x:DataType="vm:BananaVisionPageViewModel"
+    mc:Ignorable="d">
+    <!--  d:DataContext="{x:Static mocks:DesignData.BananaVisionPageViewModel}"  -->
+
+    <controls:UserControlBase.Resources>
+        <bananaVision:MessageAlignmentConverter x:Key="AlignConv" />
+        <bananaVision:MessageColorConverter x:Key="ColorConv" />
+        <bananaVision:MessageTextColorConverter x:Key="TextConv" />
+        <bananaVision:ProviderIdToDisplayNameConverter x:Key="ProviderDisplayConv" />
+        <Geometry x:Key="SendIconGeometry">M2.01 21L23 12 2.01 3 2 10l15 2-15 2z</Geometry>
+    </controls:UserControlBase.Resources>
+
+    <controls:UserControlBase.Styles>
+        <!--  Input Box Hover/Focus Styles to keep it dark  -->
+        <Style Selector="TextBox">
+            <Setter Property="Foreground" Value="White" />
+            <Setter Property="CaretBrush" Value="#0A84FF" />
+            <Style Selector="^:focus">
+                <Setter Property="BorderBrush" Value="Red" />
+                <Style Selector="^ /template/ Border#PART_BorderElement">
+                    <Setter Property="BorderBrush" Value="{DynamicResource SystemAccentColor}" />
+                    <Setter Property="BorderThickness" Value="1" />
+                </Style>
+            </Style>
+        </Style>
+        <!--  Remove default button hover background  -->
+        <Style Selector="Button:pointerover /template/ ContentPresenter">
+            <Setter Property="Background" Value="Transparent" />
+        </Style>
+        <Style Selector="Button:pointerover PathIcon">
+            <Setter Property="Foreground" Value="#0A84FF" />
+        </Style>
+    </controls:UserControlBase.Styles>
+
+    <!--  Main Container  -->
+    <Grid ColumnDefinitions="250, *, Auto" RowDefinitions="Auto, *">
+
+        <!--  1. Conversation List Sidebar (Column 0)  -->
+        <Border
+            Grid.RowSpan="2"
+            Grid.Column="0"
+            Padding="8"
+            Background="{DynamicResource CardBackgroundFillColorDefaultBrush}"
+            BorderBrush="{DynamicResource CardStrokeColorDefaultBrush}"
+            BorderThickness="0,0,1,0">
+            <Grid RowDefinitions="Auto, Auto, *, Auto">
+                <!--  Header  -->
+                <TextBlock
+                    Grid.Row="0"
+                    Margin="0,0,0,8"
+                    FontSize="18"
+                    FontWeight="SemiBold"
+                    Text="Conversations" />
+
+                <!--  New Conversation Button  -->
+                <Button
+                    Grid.Row="1"
+                    Margin="0,0,0,8"
+                    HorizontalAlignment="Stretch"
+                    Command="{Binding NewConversationCommand}">
+                    <StackPanel Orientation="Horizontal" Spacing="8">
+                        <avalonia:Icon FontSize="14" Value="fa-solid fa-plus" />
+                        <TextBlock Text="New Conversation" />
+                    </StackPanel>
+                </Button>
+
+                <!--  Conversations List  -->
+                <ListBox
+                    Grid.Row="2"
+                    ItemsSource="{Binding Conversations}"
+                    ScrollViewer.HorizontalScrollBarVisibility="Disabled"
+                    SelectedItem="{Binding CurrentConversation}"
+                    SelectionMode="AlwaysSelected">
+                    <ListBox.ItemTemplate>
+                        <DataTemplate DataType="database:ImageGenerationConversation">
+                            <Grid Margin="2" ColumnDefinitions="*, Auto">
+                                <StackPanel Grid.Column="0" Margin="8,6">
+                                    <!--  Title  -->
+                                    <TextBlock
+                                        FontSize="13"
+                                        FontWeight="Medium"
+                                        Text="{Binding Title}"
+                                        TextTrimming="CharacterEllipsis" />
+                                    <!--  Provider badge and timestamp  -->
+                                    <StackPanel
+                                        Margin="0,4,0,0"
+                                        Orientation="Horizontal"
+                                        Spacing="6">
+                                        <Border
+                                            Padding="5,2"
+                                            Background="#2D2D4A"
+                                            CornerRadius="4">
+                                            <TextBlock
+                                                FontSize="10"
+                                                Foreground="#9D8CFF"
+                                                Text="{Binding ProviderId, Converter={StaticResource ProviderDisplayConv}}" />
+                                        </Border>
+                                        <TextBlock
+                                            VerticalAlignment="Center"
+                                            FontSize="10"
+                                            Opacity="0.5"
+                                            Text="{Binding UpdatedAt, StringFormat='{}{0:M/d h:mm tt}'}" />
+                                    </StackPanel>
+                                </StackPanel>
+                                <!--  Action buttons  -->
+                                <StackPanel
+                                    Grid.Column="1"
+                                    Margin="0,0,4,0"
+                                    VerticalAlignment="Center"
+                                    Orientation="Horizontal"
+                                    Spacing="2">
+                                    <!--  Rename button  -->
+                                    <Button
+                                        Padding="6"
+                                        Background="Transparent"
+                                        Command="{Binding $parent[ListBox].((vm:BananaVisionPageViewModel)DataContext).RenameConversationCommand}"
+                                        CommandParameter="{Binding}"
+                                        ToolTip.Tip="Rename conversation">
+                                        <avalonia:Icon
+                                            FontSize="11"
+                                            Opacity="0.7"
+                                            Value="fa-solid fa-pen" />
+                                    </Button>
+                                    <!--  Delete button  -->
+                                    <Button
+                                        Padding="6"
+                                        Background="Transparent"
+                                        Command="{Binding $parent[ListBox].((vm:BananaVisionPageViewModel)DataContext).DeleteConversationCommand}"
+                                        CommandParameter="{Binding}"
+                                        ToolTip.Tip="Delete conversation">
+                                        <avalonia:Icon
+                                            FontSize="11"
+                                            Opacity="0.7"
+                                            Value="fa-solid fa-trash" />
+                                    </Button>
+                                </StackPanel>
+                            </Grid>
+                        </DataTemplate>
+                    </ListBox.ItemTemplate>
+                    <ListBox.Styles>
+                        <Style Selector="ListBoxItem">
+                            <Setter Property="Padding" Value="0" />
+                            <Setter Property="Margin" Value="0,2" />
+                            <Setter Property="CornerRadius" Value="8" />
+                        </Style>
+                        <Style Selector="ListBoxItem:selected /template/ ContentPresenter">
+                            <Setter Property="Background" Value="#2D2D4A" />
+                        </Style>
+                        <Style Selector="ListBoxItem:pointerover /template/ ContentPresenter">
+                            <Setter Property="Background" Value="#1A1A2E" />
+                        </Style>
+                    </ListBox.Styles>
+                </ListBox>
+            </Grid>
+        </Border>
+
+        <!--  2. Chat Area (Column 1)  -->
+        <Grid
+            Grid.RowSpan="2"
+            Grid.Column="1"
+            RowDefinitions="Auto, Auto, *, Auto">
+
+            <!--  Header with Provider Selector (Row 0)  -->
+            <Border
+                Grid.Row="0"
+                MinHeight="52"
+                Padding="16,8"
+                Background="{DynamicResource CardBackgroundFillColorDefaultBrush}"
+                BorderBrush="{DynamicResource CardStrokeColorDefaultBrush}"
+                BorderThickness="0,0,0,1">
+                <Grid ColumnDefinitions="Auto, Auto, *, Auto">
+                    <TextBlock
+                        Grid.Column="0"
+                        Margin="0,0,16,0"
+                        VerticalAlignment="Center"
+                        FontSize="20"
+                        FontWeight="Light"
+                        Text="🍌BananaVision🍌" />
+
+                    <ComboBox
+                        Grid.Column="1"
+                        MinWidth="180"
+                        VerticalAlignment="Center"
+                        DisplayMemberBinding="{Binding DisplayName}"
+                        ItemsSource="{Binding AvailableProviders}"
+                        SelectedValue="{Binding SelectedProviderId}"
+                        SelectedValueBinding="{Binding Id}" />
+
+                    <!--  Flux Kontext Status and Controls  -->
+                    <StackPanel
+                        Grid.Column="2"
+                        Margin="12,0,0,0"
+                        VerticalAlignment="Center"
+                        IsVisible="{Binding SelectedProviderId, Converter={x:Static StringConverters.IsNotNullOrEmpty}}"
+                        Orientation="Horizontal"
+                        Spacing="8">
+
+                        <!--  Status Message (only for local providers)  -->
+                        <TextBlock
+                            VerticalAlignment="Center"
+                            Text="{Binding ProviderStatusMessage}"
+                            TextWrapping="NoWrap">
+                            <TextBlock.IsVisible>
+                                <MultiBinding Converter="{x:Static BoolConverters.And}">
+                                    <Binding Path="RequiresLocalBackend" />
+                                    <Binding Converter="{x:Static StringConverters.IsNotNullOrEmpty}" Path="ProviderStatusMessage" />
+                                </MultiBinding>
+                            </TextBlock.IsVisible>
+                        </TextBlock>
+
+                        <!--  Download Models Button (when models are missing)  -->
+                        <Button
+                            Padding="10,6"
+                            VerticalAlignment="Center"
+                            Classes="accent"
+                            Command="{Binding ShowMissingModelsDialogCommand}">
+                            <Button.IsVisible>
+                                <MultiBinding Converter="{x:Static BoolConverters.And}">
+                                    <Binding Path="RequiresLocalBackend" />
+                                    <Binding Path="HasMissingModels" />
+                                    <Binding Path="ClientManager.IsConnected" />
+                                </MultiBinding>
+                            </Button.IsVisible>
+                            <StackPanel Orientation="Horizontal" Spacing="6">
+                                <avalonia:Icon FontSize="12" Value="fa-solid fa-download" />
+                                <TextBlock Text="Download Models" />
+                            </StackPanel>
+                        </Button>
+
+                        <!--  Connect Button (when ComfyUI is running but not connected - only for local providers)  -->
+                        <Button
+                            Padding="8,4"
+                            VerticalAlignment="Center"
+                            Classes="success"
+                            Command="{Binding ConnectCommand}">
+                            <Button.IsVisible>
+                                <MultiBinding Converter="{x:Static BoolConverters.And}">
+                                    <Binding Path="RequiresLocalBackend" />
+                                    <Binding Path="IsComfyRunning" />
+                                    <Binding Path="ClientManager.CanUserConnect" />
+                                    <Binding Path="!IsWaitingForConnection" />
+                                </MultiBinding>
+                            </Button.IsVisible>
+                            <StackPanel Orientation="Horizontal" Spacing="4">
+                                <avalonia:Icon FontSize="12" Value="fa-solid fa-plug" />
+                                <TextBlock Text="Connect" />
+                            </StackPanel>
+                        </Button>
+
+                        <!--  Launch/Help Button (when ComfyUI is not running - only for local providers)  -->
+                        <Button
+                            Padding="8,4"
+                            VerticalAlignment="Center"
+                            Command="{Binding ShowConnectionHelpCommand}">
+                            <Button.IsVisible>
+                                <MultiBinding Converter="{x:Static BoolConverters.And}">
+                                    <Binding Path="RequiresLocalBackend" />
+                                    <Binding Path="ClientManager.CanUserConnect" />
+                                    <Binding Path="!IsComfyRunning" />
+                                    <Binding Path="!IsWaitingForConnection" />
+                                </MultiBinding>
+                            </Button.IsVisible>
+                            <StackPanel Orientation="Horizontal" Spacing="4">
+                                <avalonia:Icon FontSize="12" Value="fa-solid fa-circle-question" />
+                                <TextBlock Text="Launch" />
+                            </StackPanel>
+                        </Button>
+
+                        <!--  Connected indicator (only for local providers)  -->
+                        <Border
+                            Height="28"
+                            Padding="8,4"
+                            VerticalAlignment="Center"
+                            Background="#28A745"
+                            CornerRadius="12">
+                            <Border.IsVisible>
+                                <MultiBinding Converter="{x:Static BoolConverters.And}">
+                                    <Binding Path="RequiresLocalBackend" />
+                                    <Binding Path="ClientManager.IsConnected" />
+                                </MultiBinding>
+                            </Border.IsVisible>
+                            <StackPanel
+                                VerticalAlignment="Center"
+                                Orientation="Horizontal"
+                                Spacing="4">
+                                <avalonia:Icon
+                                    FontSize="11"
+                                    Foreground="White"
+                                    Value="fa-solid fa-check-circle" />
+                                <TextBlock
+                                    FontSize="11"
+                                    Foreground="White"
+                                    Text="Connected" />
+                            </StackPanel>
+                        </Border>
+
+                        <!--  Cloud provider "Ready" indicator  -->
+                        <Border
+                            Height="28"
+                            Padding="8,4"
+                            VerticalAlignment="Center"
+                            Background="#0A84FF"
+                            CornerRadius="12"
+                            IsVisible="{Binding IsCloudProvider}">
+                            <StackPanel
+                                VerticalAlignment="Center"
+                                Orientation="Horizontal"
+                                Spacing="4">
+                                <avalonia:Icon
+                                    FontSize="11"
+                                    Foreground="White"
+                                    Value="fa-solid fa-cloud" />
+                                <TextBlock
+                                    VerticalAlignment="Center"
+                                    FontSize="11"
+                                    Foreground="White"
+                                    Text="Cloud API" />
+                            </StackPanel>
+                        </Border>
+
+                        <!--  Thinking Toggle (Gemini 3 Pro)  -->
+                        <Border
+                            Height="28"
+                            Padding="8,4"
+                            VerticalAlignment="Center"
+                            Background="#2C2C2E"
+                            CornerRadius="12"
+                            IsVisible="{Binding SupportsThinking}">
+                            <StackPanel
+                                VerticalAlignment="Center"
+                                Orientation="Horizontal"
+                                Spacing="6">
+                                <avalonia:Icon
+                                    VerticalAlignment="Center"
+                                    FontSize="12"
+                                    Foreground="#9D8CFF"
+                                    Value="fa-solid fa-brain" />
+                                <TextBlock
+                                    VerticalAlignment="Center"
+                                    FontSize="13"
+                                    Text="Thinking" />
+                                <CheckBox
+                                    Margin="4,0,0,0"
+                                    Padding="0"
+                                    VerticalAlignment="Center"
+                                    IsChecked="{Binding ShowThinkingOutput}" />
+                            </StackPanel>
+                        </Border>
+                    </StackPanel>
+
+                    <!--  Error Message with Retry  -->
+                    <StackPanel
+                        Grid.Column="3"
+                        Margin="8,0,0,0"
+                        VerticalAlignment="Center"
+                        IsVisible="{Binding ErrorMessage, Converter={x:Static StringConverters.IsNotNullOrEmpty}}"
+                        Orientation="Horizontal"
+                        Spacing="8">
+                        <TextBlock
+                            MaxWidth="300"
+                            VerticalAlignment="Center"
+                            Foreground="Red"
+                            Text="{Binding ErrorMessage}"
+                            TextWrapping="Wrap" />
+                        <Button
+                            Padding="8,4"
+                            Background="#CC3340"
+                            Command="{Binding RetryLastMessageCommand}"
+                            CornerRadius="4"
+                            Foreground="White"
+                            IsVisible="{Binding CanRetryLastMessage}"
+                            ToolTip.Tip="Retry last message">
+                            <StackPanel Orientation="Horizontal" Spacing="4">
+                                <avalonia:Icon FontSize="11" Value="fa-solid fa-rotate-right" />
+                                <TextBlock FontSize="12" Text="Retry" />
+                            </StackPanel>
+                        </Button>
+                    </StackPanel>
+                </Grid>
+            </Border>
+
+            <!--  Settings Panels Container (Row 1)  -->
+            <StackPanel Grid.Row="1">
+                <!--  Resolution Settings Panel (visible for all providers)  -->
+                <Border
+                    Padding="16,8"
+                    Background="#1E1E2E"
+                    BorderBrush="{DynamicResource CardStrokeColorDefaultBrush}"
+                    BorderThickness="0,0,0,1">
+                    <StackPanel Orientation="Horizontal" Spacing="16">
+                        <TextBlock
+                            VerticalAlignment="Center"
+                            FontSize="13"
+                            Opacity="0.8"
+                            Text="Resolution:" />
+
+                        <!--  Aspect Ratio Selector  -->
+                        <ComboBox
+                            MinWidth="220"
+                            IsEnabled="{Binding !UseCustomResolution}"
+                            ItemsSource="{Binding AvailableAspectRatios}"
+                            SelectedItem="{Binding SelectedAspectRatio}">
+                            <ComboBox.ItemTemplate>
+                                <DataTemplate>
+                                    <TextBlock Text="{Binding DisplayName}" />
+                                </DataTemplate>
+                            </ComboBox.ItemTemplate>
+                        </ComboBox>
+
+                        <!--  Custom Resolution Toggle (only for local providers)  -->
+                        <CheckBox
+                            VerticalAlignment="Center"
+                            Content="Custom"
+                            IsChecked="{Binding UseCustomResolution}"
+                            IsVisible="{Binding RequiresLocalBackend}" />
+
+                        <!--  Custom Width/Height (only visible when custom is checked AND local provider)  -->
+                        <StackPanel Orientation="Horizontal" Spacing="8">
+                            <StackPanel.IsVisible>
+                                <MultiBinding Converter="{x:Static BoolConverters.And}">
+                                    <Binding Path="UseCustomResolution" />
+                                    <Binding Path="RequiresLocalBackend" />
+                                </MultiBinding>
+                            </StackPanel.IsVisible>
+                            <TextBlock
+                                VerticalAlignment="Center"
+                                Opacity="0.7"
+                                Text="W:" />
+                            <NumericUpDown
+                                Width="100"
+                                MinHeight="0"
+                                Padding="8,4"
+                                FontSize="13"
+                                Increment="64"
+                                Maximum="4096"
+                                Minimum="256"
+                                ShowButtonSpinner="False"
+                                Value="{Binding CustomWidth}" />
+                            <TextBlock
+                                VerticalAlignment="Center"
+                                Opacity="0.7"
+                                Text="H:" />
+                            <NumericUpDown
+                                Width="100"
+                                MinHeight="0"
+                                Padding="8,4"
+                                FontSize="13"
+                                Increment="64"
+                                Maximum="4096"
+                                Minimum="256"
+                                ShowButtonSpinner="False"
+                                Value="{Binding CustomHeight}" />
+                        </StackPanel>
+                    </StackPanel>
+                </Border>
+
+                <!--  Flux Kontext Settings Panel (collapsible, under header)  -->
+                <Border
+                    Padding="16,8"
+                    Background="#1E1E2E"
+                    BorderBrush="{DynamicResource CardStrokeColorDefaultBrush}"
+                    BorderThickness="0,0,0,1"
+                    IsVisible="{Binding ShowFluxSettings}">
+                    <Expander
+                        Padding="0"
+                        Header="Model &amp; LoRA Settings"
+                        IsExpanded="{Binding IsFluxSettingsExpanded}">
+                        <Grid
+                            Margin="0,8,0,0"
+                            ColumnDefinitions="Auto, *"
+                            RowDefinitions="Auto, Auto">
+                            <!--  Model Selection (Left Column)  -->
+                            <StackPanel
+                                Grid.Row="0"
+                                Grid.Column="0"
+                                Margin="0,0,24,0"
+                                Spacing="4">
+                                <TextBlock
+                                    FontSize="12"
+                                    Opacity="0.7"
+                                    Text="Flux Kontext Model" />
+                                <controls:BetterComboBox
+                                    MinWidth="350"
+                                    Padding="8,6,4,6"
+                                    ItemsSource="{Binding AvailableFluxModels}"
+                                    SelectedItem="{Binding SelectedFluxModel}"
+                                    Theme="{StaticResource BetterComboBoxHybridModelTheme}" />
+                            </StackPanel>
+
+                            <!--  LoRA Header + Add Button (Right Column, Same Row)  -->
+                            <StackPanel
+                                Grid.Row="0"
+                                Grid.Column="1"
+                                VerticalAlignment="Top"
+                                Spacing="4">
+                                <StackPanel Orientation="Horizontal" Spacing="8">
+                                    <TextBlock
+                                        VerticalAlignment="Center"
+                                        FontSize="12"
+                                        Opacity="0.7"
+                                        Text="LoRAs" />
+                                    <Button
+                                        Padding="6,2"
+                                        Background="#2D2D4A"
+                                        Command="{Binding AddLoraCommand}"
+                                        CornerRadius="4">
+                                        <StackPanel Orientation="Horizontal" Spacing="4">
+                                            <avalonia:Icon FontSize="10" Value="fa-solid fa-plus" />
+                                            <TextBlock FontSize="11" Text="Add LoRA" />
+                                        </StackPanel>
+                                    </Button>
+                                </StackPanel>
+
+                                <!--  Empty State (inline with header when no loras)  -->
+                                <TextBlock
+                                    Margin="0,8,0,0"
+                                    FontSize="11"
+                                    IsVisible="{Binding !SelectedLoras.Count}"
+                                    Opacity="0.5"
+                                    Text="No LoRAs selected - click Add to get started" />
+                            </StackPanel>
+
+                            <!--  Selected LoRAs List (Full Width, Second Row)  -->
+                            <ItemsControl
+                                Grid.Row="1"
+                                Grid.Column="0"
+                                Grid.ColumnSpan="2"
+                                Margin="0,12,0,0"
+                                IsVisible="{Binding SelectedLoras.Count}"
+                                ItemsSource="{Binding SelectedLoras}">
+                                <ItemsControl.ItemTemplate>
+                                    <DataTemplate DataType="vm:SelectedLora">
+                                        <Border
+                                            Margin="0,4"
+                                            Padding="12,10"
+                                            Background="#2A2A3E"
+                                            CornerRadius="8">
+                                            <Grid ColumnDefinitions="*, Auto, Auto, Auto">
+                                                <!--  LoRA Name  -->
+                                                <TextBlock
+                                                    Grid.Column="0"
+                                                    VerticalAlignment="Center"
+                                                    FontWeight="Medium"
+                                                    Text="{Binding DisplayName}"
+                                                    TextTrimming="CharacterEllipsis" />
+
+                                                <!--  Model Weight  -->
+                                                <StackPanel
+                                                    Grid.Column="1"
+                                                    Margin="16,0"
+                                                    Orientation="Horizontal"
+                                                    Spacing="6">
+                                                    <TextBlock
+                                                        VerticalAlignment="Center"
+                                                        FontSize="11"
+                                                        Opacity="0.7"
+                                                        Text="Model:" />
+                                                    <Slider
+                                                        Width="100"
+                                                        VerticalAlignment="Center"
+                                                        IsSnapToTickEnabled="True"
+                                                        Maximum="2"
+                                                        Minimum="0"
+                                                        TickFrequency="0.05"
+                                                        Value="{Binding ModelWeight}" />
+                                                    <NumericUpDown
+                                                        Width="65"
+                                                        MinHeight="0"
+                                                        Padding="6,4"
+                                                        VerticalAlignment="Center"
+                                                        VerticalContentAlignment="Center"
+                                                        FontSize="13"
+                                                        FormatString="F2"
+                                                        Increment="0.05"
+                                                        Maximum="2"
+                                                        Minimum="0"
+                                                        ShowButtonSpinner="False"
+                                                        Value="{Binding ModelWeight}" />
+                                                </StackPanel>
+
+                                                <!--  CLIP Weight  -->
+                                                <StackPanel
+                                                    Grid.Column="2"
+                                                    Margin="0,0,12,0"
+                                                    Orientation="Horizontal"
+                                                    Spacing="6">
+                                                    <TextBlock
+                                                        VerticalAlignment="Center"
+                                                        FontSize="11"
+                                                        Opacity="0.7"
+                                                        Text="CLIP:" />
+                                                    <Slider
+                                                        Width="100"
+                                                        VerticalAlignment="Center"
+                                                        IsSnapToTickEnabled="True"
+                                                        Maximum="2"
+                                                        Minimum="0"
+                                                        TickFrequency="0.05"
+                                                        Value="{Binding ClipWeight}" />
+                                                    <NumericUpDown
+                                                        Width="65"
+                                                        MinHeight="0"
+                                                        Padding="6,4"
+                                                        VerticalAlignment="Center"
+                                                        VerticalContentAlignment="Center"
+                                                        FontSize="13"
+                                                        FormatString="F2"
+                                                        Increment="0.05"
+                                                        Maximum="2"
+                                                        Minimum="0"
+                                                        ShowButtonSpinner="False"
+                                                        Value="{Binding ClipWeight}" />
+                                                </StackPanel>
+
+                                                <!--  Remove Button  -->
+                                                <Button
+                                                    Grid.Column="3"
+                                                    Padding="6"
+                                                    Background="Transparent"
+                                                    Command="{Binding $parent[ItemsControl].((vm:BananaVisionPageViewModel)DataContext).RemoveLoraCommand}"
+                                                    CommandParameter="{Binding}"
+                                                    ToolTip.Tip="Remove LoRA">
+                                                    <avalonia:Icon
+                                                        FontSize="12"
+                                                        Foreground="#FF6B6B"
+                                                        Value="fa-solid fa-times" />
+                                                </Button>
+                                            </Grid>
+                                        </Border>
+                                    </DataTemplate>
+                                </ItemsControl.ItemTemplate>
+                            </ItemsControl>
+                        </Grid>
+                    </Expander>
+                </Border>
+
+                <!--  Qwen Image Edit Settings Panel (collapsible, under header)  -->
+                <Border
+                    Padding="16,8"
+                    Background="#1E1E2E"
+                    BorderBrush="{DynamicResource CardStrokeColorDefaultBrush}"
+                    BorderThickness="0,0,0,1"
+                    IsVisible="{Binding ShowQwenSettings}">
+                    <Expander
+                        Padding="0"
+                        Header="Model &amp; LoRA Settings"
+                        IsExpanded="{Binding IsQwenSettingsExpanded}">
+                        <Grid
+                            Margin="0,8,0,0"
+                            ColumnDefinitions="Auto, *"
+                            RowDefinitions="Auto, Auto">
+                            <!--  Model Selection (Left Column)  -->
+                            <StackPanel
+                                Grid.Row="0"
+                                Grid.Column="0"
+                                Margin="0,0,24,0"
+                                Spacing="4">
+                                <TextBlock
+                                    FontSize="12"
+                                    Opacity="0.7"
+                                    Text="Qwen Image Edit Model" />
+                                <controls:BetterComboBox
+                                    MinWidth="350"
+                                    Padding="8,6,4,6"
+                                    ItemsSource="{Binding AvailableQwenModels}"
+                                    SelectedItem="{Binding SelectedQwenModel}"
+                                    Theme="{StaticResource BetterComboBoxHybridModelTheme}" />
+                            </StackPanel>
+
+                            <!--  LoRA Header + Add Button (Right Column, Same Row)  -->
+                            <StackPanel
+                                Grid.Row="0"
+                                Grid.Column="1"
+                                VerticalAlignment="Top"
+                                Spacing="4">
+                                <StackPanel Orientation="Horizontal" Spacing="8">
+                                    <TextBlock
+                                        VerticalAlignment="Center"
+                                        FontSize="12"
+                                        Opacity="0.7"
+                                        Text="LoRAs" />
+                                    <Button
+                                        Padding="6,2"
+                                        Background="#2D2D4A"
+                                        Command="{Binding AddLoraCommand}"
+                                        CornerRadius="4">
+                                        <StackPanel Orientation="Horizontal" Spacing="4">
+                                            <avalonia:Icon FontSize="10" Value="fa-solid fa-plus" />
+                                            <TextBlock FontSize="11" Text="Add LoRA" />
+                                        </StackPanel>
+                                    </Button>
+                                </StackPanel>
+
+                                <!--  Empty State (inline with header when no loras)  -->
+                                <TextBlock
+                                    Margin="0,8,0,0"
+                                    FontSize="11"
+                                    IsVisible="{Binding !SelectedLoras.Count}"
+                                    Opacity="0.5"
+                                    Text="No LoRAs selected - click Add to get started" />
+                            </StackPanel>
+
+                            <!--  Selected LoRAs List (Full Width, Second Row)  -->
+                            <ItemsControl
+                                Grid.Row="1"
+                                Grid.Column="0"
+                                Grid.ColumnSpan="2"
+                                Margin="0,12,0,0"
+                                IsVisible="{Binding SelectedLoras.Count}"
+                                ItemsSource="{Binding SelectedLoras}">
+                                <ItemsControl.ItemTemplate>
+                                    <DataTemplate DataType="vm:SelectedLora">
+                                        <Border
+                                            Margin="0,4"
+                                            Padding="12,10"
+                                            Background="#2A2A3E"
+                                            CornerRadius="8">
+                                            <Grid ColumnDefinitions="*, Auto, Auto, Auto">
+                                                <!--  LoRA Name  -->
+                                                <TextBlock
+                                                    Grid.Column="0"
+                                                    VerticalAlignment="Center"
+                                                    FontWeight="Medium"
+                                                    Text="{Binding DisplayName}"
+                                                    TextTrimming="CharacterEllipsis" />
+
+                                                <!--  Model Weight  -->
+                                                <StackPanel
+                                                    Grid.Column="1"
+                                                    Margin="16,0"
+                                                    Orientation="Horizontal"
+                                                    Spacing="6">
+                                                    <TextBlock
+                                                        VerticalAlignment="Center"
+                                                        FontSize="11"
+                                                        Opacity="0.7"
+                                                        Text="Model:" />
+                                                    <Slider
+                                                        Width="100"
+                                                        VerticalAlignment="Center"
+                                                        IsSnapToTickEnabled="True"
+                                                        Maximum="2"
+                                                        Minimum="0"
+                                                        TickFrequency="0.05"
+                                                        Value="{Binding ModelWeight}" />
+                                                    <NumericUpDown
+                                                        Width="65"
+                                                        MinHeight="0"
+                                                        Padding="6,4"
+                                                        VerticalAlignment="Center"
+                                                        VerticalContentAlignment="Center"
+                                                        FontSize="13"
+                                                        FormatString="F2"
+                                                        Increment="0.05"
+                                                        Maximum="2"
+                                                        Minimum="0"
+                                                        ShowButtonSpinner="False"
+                                                        Value="{Binding ModelWeight}" />
+                                                </StackPanel>
+
+                                                <!--  CLIP Weight  -->
+                                                <StackPanel
+                                                    Grid.Column="2"
+                                                    Margin="0,0,12,0"
+                                                    Orientation="Horizontal"
+                                                    Spacing="6">
+                                                    <TextBlock
+                                                        VerticalAlignment="Center"
+                                                        FontSize="11"
+                                                        Opacity="0.7"
+                                                        Text="CLIP:" />
+                                                    <Slider
+                                                        Width="100"
+                                                        VerticalAlignment="Center"
+                                                        IsSnapToTickEnabled="True"
+                                                        Maximum="2"
+                                                        Minimum="0"
+                                                        TickFrequency="0.05"
+                                                        Value="{Binding ClipWeight}" />
+                                                    <NumericUpDown
+                                                        Width="65"
+                                                        MinHeight="0"
+                                                        Padding="6,4"
+                                                        VerticalAlignment="Center"
+                                                        VerticalContentAlignment="Center"
+                                                        FontSize="13"
+                                                        FormatString="F2"
+                                                        Increment="0.05"
+                                                        Maximum="2"
+                                                        Minimum="0"
+                                                        ShowButtonSpinner="False"
+                                                        Value="{Binding ClipWeight}" />
+                                                </StackPanel>
+
+                                                <!--  Remove Button  -->
+                                                <Button
+                                                    Grid.Column="3"
+                                                    Padding="6"
+                                                    Background="Transparent"
+                                                    Command="{Binding $parent[ItemsControl].((vm:BananaVisionPageViewModel)DataContext).RemoveLoraCommand}"
+                                                    CommandParameter="{Binding}"
+                                                    ToolTip.Tip="Remove LoRA">
+                                                    <avalonia:Icon
+                                                        FontSize="12"
+                                                        Foreground="#FF6B6B"
+                                                        Value="fa-solid fa-times" />
+                                                </Button>
+                                            </Grid>
+                                        </Border>
+                                    </DataTemplate>
+                                </ItemsControl.ItemTemplate>
+                            </ItemsControl>
+                        </Grid>
+                    </Expander>
+                </Border>
+            </StackPanel>
+
+            <!--  Message List (Row 2)  -->
+            <Grid Grid.Row="2">
+                <ScrollViewer Padding="64,10">
+                    <ItemsControl ItemsSource="{Binding Messages}">
+                        <ItemsControl.DataTemplates>
+
+                            <!--  Text Template  -->
+                            <DataTemplate DataType="bananaVision1:TextMessage">
+                                <Grid Margin="0,4" HorizontalAlignment="{Binding IsMyMessage, Converter={StaticResource AlignConv}}">
+                                    <Border
+                                        MaxWidth="320"
+                                        Padding="12,8"
+                                        Background="{Binding IsMyMessage, Converter={StaticResource ColorConv}}"
+                                        CornerRadius="16">
+                                        <StackPanel>
+                                            <TextBlock
+                                                FontSize="14"
+                                                Foreground="{Binding IsMyMessage, Converter={StaticResource TextConv}}"
+                                                Text="{Binding Text}"
+                                                TextWrapping="Wrap" />
+                                            <TextBlock
+                                                Margin="0,4,0,0"
+                                                HorizontalAlignment="Right"
+                                                FontSize="10"
+                                                Foreground="White"
+                                                Opacity="0.6"
+                                                Text="{Binding Time}" />
+                                        </StackPanel>
+                                    </Border>
+                                </Grid>
+                            </DataTemplate>
+
+                            <!--  Image Template (clickable for full preview)  -->
+                            <DataTemplate DataType="bananaVision1:ImageMessage">
+                                <Grid Margin="0,4" HorizontalAlignment="{Binding IsMyMessage, Converter={StaticResource AlignConv}}">
+                                    <Border
+                                        MaxWidth="320"
+                                        Background="Transparent"
+                                        ClipToBounds="True"
+                                        CornerRadius="16">
+                                        <StackPanel>
+                                            <Button
+                                                Padding="0"
+                                                Background="Transparent"
+                                                Command="{Binding $parent[ItemsControl].((vm:BananaVisionPageViewModel)DataContext).PreviewImageCommand}"
+                                                CommandParameter="{Binding Image}"
+                                                CornerRadius="12"
+                                                Cursor="Hand"
+                                                ToolTip.Tip="Click to view full size">
+                                                <Image
+                                                    MaxHeight="300"
+                                                    Source="{Binding Image}"
+                                                    Stretch="UniformToFill" />
+                                            </Button>
+                                            <TextBlock
+                                                Margin="0,2,4,0"
+                                                HorizontalAlignment="Right"
+                                                FontSize="10"
+                                                Foreground="#98989D"
+                                                Text="{Binding Time}" />
+                                        </StackPanel>
+                                    </Border>
+                                </Grid>
+                            </DataTemplate>
+
+                            <!--  Thinking/Reasoning Template (Gemini 3 Pro)  -->
+                            <DataTemplate DataType="bananaVision1:ThinkingMessage">
+                                <Grid
+                                    MaxWidth="500"
+                                    Margin="0,8"
+                                    HorizontalAlignment="Left">
+                                    <Border
+                                        Padding="14,10"
+                                        Background="#1A1A2E"
+                                        BorderBrush="#3D3D5C"
+                                        BorderThickness="1"
+                                        CornerRadius="12">
+                                        <StackPanel Spacing="8">
+                                            <!--  Header with expand/collapse  -->
+                                            <Grid ColumnDefinitions="Auto, *, Auto">
+                                                <StackPanel
+                                                    Grid.Column="0"
+                                                    Orientation="Horizontal"
+                                                    Spacing="8">
+                                                    <Border
+                                                        Padding="6"
+                                                        Background="#2D2D4A"
+                                                        CornerRadius="10">
+                                                        <avalonia:Icon
+                                                            FontSize="12"
+                                                            Foreground="#9D8CFF"
+                                                            Value="fa-solid fa-brain" />
+                                                    </Border>
+                                                    <TextBlock
+                                                        VerticalAlignment="Center"
+                                                        FontSize="13"
+                                                        FontWeight="SemiBold"
+                                                        Foreground="#9D8CFF"
+                                                        Text="AI Reasoning" />
+                                                </StackPanel>
+                                                <Button
+                                                    Grid.Column="2"
+                                                    Padding="6"
+                                                    Background="Transparent"
+                                                    Command="{Binding ToggleExpandedCommand}"
+                                                    CornerRadius="8"
+                                                    ToolTip.Tip="Expand/Collapse">
+                                                    <Panel>
+                                                        <avalonia:Icon
+                                                            FontSize="11"
+                                                            Foreground="#8E8E93"
+                                                            IsVisible="{Binding IsExpanded}"
+                                                            Value="fa-solid fa-chevron-up" />
+                                                        <avalonia:Icon
+                                                            FontSize="11"
+                                                            Foreground="#8E8E93"
+                                                            IsVisible="{Binding !IsExpanded}"
+                                                            Value="fa-solid fa-chevron-down" />
+                                                    </Panel>
+                                                </Button>
+                                            </Grid>
+
+                                            <!--  Collapsed preview  -->
+                                            <TextBlock
+                                                FontSize="12"
+                                                FontStyle="Italic"
+                                                Foreground="#7A7A8C"
+                                                IsVisible="{Binding !IsExpanded}"
+                                                LineHeight="18"
+                                                Text="{Binding ThinkingPreview}"
+                                                TextWrapping="Wrap" />
+
+                                            <!--  Expanded content  -->
+                                            <ScrollViewer
+                                                MaxHeight="250"
+                                                HorizontalScrollBarVisibility="Disabled"
+                                                IsVisible="{Binding IsExpanded}"
+                                                VerticalScrollBarVisibility="Auto">
+                                                <TextBlock
+                                                    FontSize="12"
+                                                    Foreground="#A0A0B0"
+                                                    LineHeight="18"
+                                                    Text="{Binding ThinkingContent}"
+                                                    TextWrapping="Wrap" />
+                                            </ScrollViewer>
+
+                                            <!--  Timestamp  -->
+                                            <TextBlock
+                                                HorizontalAlignment="Right"
+                                                FontSize="10"
+                                                Foreground="#7A7A8C"
+                                                Opacity="0.4"
+                                                Text="{Binding Time}" />
+                                        </StackPanel>
+                                    </Border>
+                                </Grid>
+                            </DataTemplate>
+
+                        </ItemsControl.DataTemplates>
+                    </ItemsControl>
+                </ScrollViewer>
+
+                <!--  Loading Indicator (overlays on top)  -->
+                <Border
+                    Margin="0,0,0,16"
+                    Padding="16,8"
+                    HorizontalAlignment="Center"
+                    VerticalAlignment="Bottom"
+                    Background="#2C2C2E"
+                    CornerRadius="12"
+                    IsVisible="{Binding IsGenerating}">
+                    <StackPanel Orientation="Horizontal" Spacing="12">
+                        <ui:ProgressRing
+                            Width="20"
+                            Height="20"
+                            IsIndeterminate="True" />
+                        <TextBlock
+                            VerticalAlignment="Center"
+                            FontSize="14"
+                            Foreground="White"
+                            Text="Generating image..." />
+                    </StackPanel>
+                </Border>
+            </Grid>
+
+            <!--  Input Area (Row 3)  -->
+            <Border
+                Grid.Row="3"
+                Padding="10"
+                Background="#1C1C1E"
+                BorderBrush="#38383A"
+                BorderThickness="0,1,0,0">
+                <StackPanel Spacing="8">
+
+                    <!--  Pending Images Display  -->
+                    <ItemsControl IsVisible="{Binding PendingImages.Count}" ItemsSource="{Binding PendingImages}">
+                        <ItemsControl.ItemsPanel>
+                            <ItemsPanelTemplate>
+                                <WrapPanel Orientation="Horizontal" />
+                            </ItemsPanelTemplate>
+                        </ItemsControl.ItemsPanel>
+                        <ItemsControl.ItemTemplate>
+                            <DataTemplate>
+                                <Border
+                                    Width="80"
+                                    Height="80"
+                                    Margin="4"
+                                    BorderBrush="#38383A"
+                                    BorderThickness="1"
+                                    ClipToBounds="True"
+                                    CornerRadius="12">
+                                    <Grid>
+                                        <Image Source="{Binding Bitmap}" Stretch="UniformToFill" />
+                                        <!--  Action buttons overlay  -->
+                                        <StackPanel
+                                            Margin="2"
+                                            HorizontalAlignment="Right"
+                                            VerticalAlignment="Top"
+                                            Orientation="Horizontal"
+                                            Spacing="2">
+                                            <!--  Edit button  -->
+                                            <Button
+                                                Width="22"
+                                                Height="22"
+                                                Padding="2"
+                                                Background="#AA000000"
+                                                Command="{Binding $parent[ItemsControl].((vm:BananaVisionPageViewModel)DataContext).EditPendingImageCommand}"
+                                                CommandParameter="{Binding}"
+                                                CornerRadius="11"
+                                                ToolTip.Tip="Edit/annotate image">
+                                                <avalonia:Icon
+                                                    FontSize="10"
+                                                    Foreground="White"
+                                                    Value="fa-solid fa-pen" />
+                                            </Button>
+                                            <!--  Remove button  -->
+                                            <Button
+                                                Width="22"
+                                                Height="22"
+                                                Padding="2"
+                                                Background="#AA000000"
+                                                Command="{Binding $parent[ItemsControl].((vm:BananaVisionPageViewModel)DataContext).RemovePendingImageCommand}"
+                                                CommandParameter="{Binding}"
+                                                CornerRadius="11"
+                                                ToolTip.Tip="Remove image">
+                                                <avalonia:Icon
+                                                    FontSize="10"
+                                                    Foreground="White"
+                                                    Value="fa-solid fa-xmark" />
+                                            </Button>
+                                        </StackPanel>
+                                    </Grid>
+                                </Border>
+                            </DataTemplate>
+                        </ItemsControl.ItemTemplate>
+                    </ItemsControl>
+
+                    <Grid ColumnDefinitions="*, Auto">
+                        <!--  Input Box (Dark Grey)  -->
+                        <TextBox
+                            Grid.Column="0"
+                            MinHeight="40"
+                            Padding="16,8"
+                            VerticalContentAlignment="Center"
+                            Background="#2C2C2E"
+                            BorderThickness="0"
+                            CornerRadius="16"
+                            IsEnabled="{Binding !IsGenerating}"
+                            Text="{Binding NewMessageText}"
+                            Watermark="Describe the image you want to generate...">
+                            <TextBox.KeyBindings>
+                                <KeyBinding Command="{Binding SendMessageCommand}" Gesture="Enter" />
+                            </TextBox.KeyBindings>
+                            <TextBox.InnerLeftContent>
+                                <Button
+                                    Margin="4,0,0,0"
+                                    Padding="8"
+                                    Background="Transparent"
+                                    Command="{Binding AddImageCommand}"
+                                    CornerRadius="12"
+                                    IsEnabled="{Binding !IsGenerating}"
+                                    ToolTip.Tip="Add images to send with your message">
+                                    <avalonia:Icon Foreground="#8E8E93" Value="fa-solid fa-image" />
+                                </Button>
+                            </TextBox.InnerLeftContent>
+                        </TextBox>
+
+                        <!--  Send Button  -->
+                        <Button
+                            Grid.Column="1"
+                            Margin="10,0,0,0"
+                            Padding="8"
+                            Background="Transparent"
+                            Command="{Binding SendMessageCommand}"
+                            CornerRadius="12"
+                            IsEnabled="{Binding !IsGenerating}"
+                            ToolTip.Tip="Send message">
+                            <PathIcon Data="{StaticResource SendIconGeometry}" Foreground="#0A84FF" />
+                        </Button>
+                    </Grid>
+                </StackPanel>
+            </Border>
+        </Grid>
+    </Grid>
+
+</controls:UserControlBase>
\ No newline at end of file
diff --git a/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml.cs b/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml.cs
new file mode 100644
index 000000000..29656aad7
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml.cs
@@ -0,0 +1,37 @@
+using Avalonia;
+using Avalonia.Controls;
+using Avalonia.Markup.Xaml;
+using Injectio.Attributes;
+using StabilityMatrix.Avalonia.Controls;
+using StabilityMatrix.Avalonia.ViewModels;
+
+namespace StabilityMatrix.Avalonia.Views;
+
+[RegisterSingleton<BananaVisionPage>]
+public partial class BananaVisionPage : UserControlBase
+{
+    public BananaVisionPage()
+    {
+        InitializeComponent();
+    }
+
+    private void InitializeComponent()
+    {
+        AvaloniaXamlLoader.Load(this);
+    }
+
+    protected override void OnAttachedToVisualTree(VisualTreeAttachmentEventArgs e)
+    {
+        base.OnAttachedToVisualTree(e);
+
+        // Set the StorageProvider on the ViewModel
+        if (DataContext is BananaVisionPageViewModel viewModel)
+        {
+            var topLevel = TopLevel.GetTopLevel(this);
+            if (topLevel != null)
+            {
+                viewModel.StorageProvider = topLevel.StorageProvider;
+            }
+        }
+    }
+}
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/DownloadMissingModelsDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/DownloadMissingModelsDialog.axaml
new file mode 100644
index 000000000..c5e18fea3
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/DownloadMissingModelsDialog.axaml
@@ -0,0 +1,159 @@
+<controls:UserControlBase
+    x:Class="StabilityMatrix.Avalonia.Views.Dialogs.DownloadMissingModelsDialog"
+    xmlns="https://github.com/avaloniaui"
+    xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+    xmlns:controls="clr-namespace:StabilityMatrix.Avalonia.Controls"
+    xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
+    xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
+    xmlns:ui="using:FluentAvalonia.UI.Controls"
+    xmlns:vmDialogs="clr-namespace:StabilityMatrix.Avalonia.ViewModels.Dialogs"
+    d:DesignHeight="400"
+    d:DesignWidth="550"
+    x:DataType="vmDialogs:DownloadMissingModelsViewModel"
+    mc:Ignorable="d">
+
+    <Grid Margin="4" RowDefinitions="Auto, Auto, *, Auto">
+
+        <!--  Description  -->
+        <TextBlock
+            Grid.Row="0"
+            Margin="0,0,0,16"
+            Opacity="0.8"
+            Text="{Binding Description}"
+            TextWrapping="Wrap" />
+
+        <!--  Selection Controls  -->
+        <Grid
+            Grid.Row="1"
+            Margin="0,0,0,12"
+            ColumnDefinitions="Auto, Auto, *, Auto">
+            <Button
+                Grid.Column="0"
+                Margin="0,0,8,0"
+                Padding="12,6"
+                Classes="accent"
+                Command="{Binding SelectAllCommand}"
+                Content="Select All" />
+            <Button
+                Grid.Column="1"
+                Padding="12,6"
+                Command="{Binding DeselectAllCommand}"
+                Content="Deselect All" />
+
+            <!--  Selected count and size  -->
+            <StackPanel
+                Grid.Column="3"
+                VerticalAlignment="Center"
+                Orientation="Horizontal"
+                Spacing="8">
+                <TextBlock VerticalAlignment="Center" Opacity="0.7">
+                    <Run Text="{Binding SelectedCount}" />
+                    <Run Text="selected" />
+                </TextBlock>
+                <Border
+                    Padding="10,4"
+                    Background="{DynamicResource SystemAccentColor}"
+                    CornerRadius="10"
+                    IsVisible="{Binding SelectedCount}">
+                    <TextBlock
+                        FontSize="12"
+                        FontWeight="SemiBold"
+                        Foreground="White"
+                        Text="{Binding TotalSelectedSizeText}" />
+                </Border>
+            </StackPanel>
+        </Grid>
+
+        <!--  Models List  -->
+        <ScrollViewer
+            Grid.Row="2"
+            HorizontalScrollBarVisibility="Disabled"
+            VerticalScrollBarVisibility="Auto">
+            <ItemsControl ItemsSource="{Binding Models}">
+                <ItemsControl.ItemTemplate>
+                    <DataTemplate DataType="vmDialogs:DownloadableModelItemViewModel">
+                        <Border
+                            Margin="0,0,0,8"
+                            Padding="12"
+                            Background="{DynamicResource CardBackgroundFillColorDefaultBrush}"
+                            BorderBrush="{DynamicResource CardStrokeColorDefaultBrush}"
+                            BorderThickness="1"
+                            CornerRadius="8">
+                            <Grid ColumnDefinitions="Auto, *, Auto">
+                                <!--  Checkbox  -->
+                                <CheckBox
+                                    Grid.Column="0"
+                                    Margin="0,0,12,0"
+                                    VerticalAlignment="Center"
+                                    IsChecked="{Binding IsSelected}" />
+
+                                <!--  Model Info  -->
+                                <StackPanel Grid.Column="1" VerticalAlignment="Center">
+                                    <StackPanel Orientation="Horizontal" Spacing="8">
+                                        <TextBlock
+                                            FontSize="14"
+                                            FontWeight="SemiBold"
+                                            Text="{Binding DisplayName}" />
+                                        <!--  Type Badge  -->
+                                        <Border
+                                            Padding="6,2"
+                                            Background="{DynamicResource SystemAccentColor}"
+                                            CornerRadius="4">
+                                            <TextBlock
+                                                FontSize="10"
+                                                FontWeight="SemiBold"
+                                                Foreground="White"
+                                                Text="{Binding TypeBadge}" />
+                                        </Border>
+                                    </StackPanel>
+                                    <TextBlock
+                                        Margin="0,2,0,0"
+                                        FontSize="11"
+                                        Opacity="0.6"
+                                        Text="{Binding FileName}" />
+                                </StackPanel>
+
+                                <!--  File Size  -->
+                                <Border
+                                    Grid.Column="2"
+                                    Padding="8,4"
+                                    VerticalAlignment="Center"
+                                    Background="{DynamicResource SystemAccentColor}"
+                                    CornerRadius="10">
+                                    <TextBlock
+                                        FontSize="11"
+                                        FontWeight="SemiBold"
+                                        Foreground="White"
+                                        Text="{Binding FileSizeText}"
+                                        TextAlignment="Center" />
+                                </Border>
+                            </Grid>
+                        </Border>
+                    </DataTemplate>
+                </ItemsControl.ItemTemplate>
+            </ItemsControl>
+        </ScrollViewer>
+
+        <!--  Loading Indicator  -->
+        <Border
+            Grid.Row="3"
+            Margin="0,8,0,0"
+            Padding="12,8"
+            HorizontalAlignment="Center"
+            Background="{DynamicResource CardBackgroundFillColorSecondaryBrush}"
+            CornerRadius="6"
+            IsVisible="{Binding IsLoadingSizes}">
+            <StackPanel Orientation="Horizontal" Spacing="8">
+                <ui:ProgressRing
+                    Width="16"
+                    Height="16"
+                    IsIndeterminate="True" />
+                <TextBlock
+                    VerticalAlignment="Center"
+                    FontSize="12"
+                    Opacity="0.8"
+                    Text="Calculating file sizes..." />
+            </StackPanel>
+        </Border>
+    </Grid>
+</controls:UserControlBase>
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/DownloadMissingModelsDialog.axaml.cs b/StabilityMatrix.Avalonia/Views/Dialogs/DownloadMissingModelsDialog.axaml.cs
new file mode 100644
index 000000000..43eaa2825
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/DownloadMissingModelsDialog.axaml.cs
@@ -0,0 +1,19 @@
+using Avalonia.Markup.Xaml;
+using Injectio.Attributes;
+using StabilityMatrix.Avalonia.Controls;
+
+namespace StabilityMatrix.Avalonia.Views.Dialogs;
+
+[RegisterTransient<DownloadMissingModelsDialog>]
+public partial class DownloadMissingModelsDialog : UserControlBase
+{
+    public DownloadMissingModelsDialog()
+    {
+        InitializeComponent();
+    }
+
+    private void InitializeComponent()
+    {
+        AvaloniaXamlLoader.Load(this);
+    }
+}
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/ImageAnnotationEditorDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/ImageAnnotationEditorDialog.axaml
new file mode 100644
index 000000000..972d60d11
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/ImageAnnotationEditorDialog.axaml
@@ -0,0 +1,63 @@
+<controls:UserControlBase
+    x:Class="StabilityMatrix.Avalonia.Views.Dialogs.ImageAnnotationEditorDialog"
+    xmlns="https://github.com/avaloniaui"
+    xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+    xmlns:avalonia="https://github.com/projektanker/icons.avalonia"
+    xmlns:controls="clr-namespace:StabilityMatrix.Avalonia.Controls"
+    xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
+    xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
+    xmlns:mocks="clr-namespace:StabilityMatrix.Avalonia.DesignData"
+    xmlns:sg="clr-namespace:SpacedGridControl.Avalonia;assembly=SpacedGridControl.Avalonia"
+    xmlns:vmDialogs="clr-namespace:StabilityMatrix.Avalonia.ViewModels.Dialogs"
+    d:DataContext="{x:Static mocks:DesignData.ImageAnnotationEditorViewModel}"
+    d:DesignHeight="700"
+    d:DesignWidth="900"
+    x:DataType="vmDialogs:ImageAnnotationEditorViewModel"
+    mc:Ignorable="d">
+    <sg:SpacedGrid Margin="0,8" RowDefinitions="Auto,*">
+        <!--  Toolbar  -->
+        <controls:Card Padding="8,4">
+            <Grid ColumnDefinitions="Auto,*,Auto">
+                <!--  Title  -->
+                <StackPanel
+                    Grid.Column="0"
+                    VerticalAlignment="Center"
+                    Orientation="Horizontal"
+                    Spacing="8">
+                    <avalonia:Icon FontSize="16" Value="fa-solid fa-pen-to-square" />
+                    <TextBlock
+                        FontSize="16"
+                        FontWeight="SemiBold"
+                        Text="Annotate Image" />
+                </StackPanel>
+
+                <!--  Instructions  -->
+                <TextBlock
+                    Grid.Column="1"
+                    HorizontalAlignment="Center"
+                    VerticalAlignment="Center"
+                    FontSize="12"
+                    Opacity="0.7"
+                    Text="Draw on the image to guide the AI. Your annotations will be included when sending to the provider." />
+
+                <!--  Clear Button  -->
+                <Button
+                    Grid.Column="2"
+                    Padding="8,4"
+                    Command="{Binding ClearAnnotationsCommand}"
+                    ToolTip.Tip="Clear all annotations">
+                    <StackPanel Orientation="Horizontal" Spacing="4">
+                        <avalonia:Icon FontSize="12" Value="fa-solid fa-trash" />
+                        <TextBlock Text="Clear" />
+                    </StackPanel>
+                </Button>
+            </Grid>
+        </controls:Card>
+
+        <!--  Paint Canvas  -->
+        <controls:Card Grid.Row="1" Padding="8,4,8,8">
+            <controls:PaintCanvas DataContext="{Binding PaintCanvasViewModel, Mode=OneWay}" />
+        </controls:Card>
+    </sg:SpacedGrid>
+</controls:UserControlBase>
+
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/ImageAnnotationEditorDialog.axaml.cs b/StabilityMatrix.Avalonia/Views/Dialogs/ImageAnnotationEditorDialog.axaml.cs
new file mode 100644
index 000000000..973ed5cbf
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/ImageAnnotationEditorDialog.axaml.cs
@@ -0,0 +1,13 @@
+using Injectio.Attributes;
+using StabilityMatrix.Avalonia.Controls;
+
+namespace StabilityMatrix.Avalonia.Views.Dialogs;
+
+[RegisterTransient<ImageAnnotationEditorDialog>]
+public partial class ImageAnnotationEditorDialog : UserControlBase
+{
+    public ImageAnnotationEditorDialog()
+    {
+        InitializeComponent();
+    }
+}
diff --git a/StabilityMatrix.Avalonia/Views/Settings/AccountSettingsPage.axaml b/StabilityMatrix.Avalonia/Views/Settings/AccountSettingsPage.axaml
index 6b7b201f8..181e56462 100644
--- a/StabilityMatrix.Avalonia/Views/Settings/AccountSettingsPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/Settings/AccountSettingsPage.axaml
@@ -176,13 +176,13 @@
                     Text="{x:Static lang:Resources.Label_Integrations}" />
 
                 <controls:SettingsAccountLinkExpander
-                    Grid.Row="2"
+                    Grid.Row="1"
                     ConnectCommand="{Binding ConnectCivitCommand}"
                     DisconnectCommand="{Binding DisconnectCivitCommand}"
                     Header="CivitAI"
                     HeaderTargetUri="{x:Static sm:Assets.CivitAIUrl}"
                     IsConnected="{Binding CivitStatus.IsConnected}"
-                    OffDescription="Connect to Download Models that require login"
+                    OffDescription="Connect to download models that require login from CivitAI"
                     OnDescriptionExtra="{Binding CivitStatus.UsernameWithParentheses}">
                     <controls:SettingsAccountLinkExpander.IconSource>
                         <ui:BitmapIconSource UriSource="avares://StabilityMatrix.Avalonia/Assets/brands-civitai.png" />
@@ -196,7 +196,7 @@
                 </controls:SettingsAccountLinkExpander>
 
                 <controls:SettingsAccountLinkExpander
-                    Grid.Row="3"
+                    Grid.Row="2"
                     ConnectCommand="{Binding ConnectHuggingFaceCommand}"
                     DisconnectCommand="{Binding DisconnectHuggingFaceCommand}"
                     Header="Hugging Face"
@@ -217,6 +217,26 @@
 
             </sg:SpacedGrid>
 
+            <!--  Gemini API Section  -->
+            <TextBlock
+                Margin="0,16,0,8"
+                FontSize="16"
+                FontWeight="SemiBold"
+                Text="Image Generation APIs" />
+
+            <controls:SettingsAccountLinkExpander
+                ConnectCommand="{Binding SetGeminiApiKeyCommand}"
+                DisconnectCommand="{Binding RemoveGeminiApiKeyCommand}"
+                Header="Gemini API"
+                HeaderTargetUri="https://aistudio.google.com/api-keys"
+                IsConnected="{Binding HasGeminiApiKey}"
+                OffDescription="Add your Gemini API key to use Nano Banana in BananaVision for image generation"
+                OnDescriptionExtra="(Connected)">
+                <controls:SettingsAccountLinkExpander.IconSource>
+                    <fluentIcons:SymbolIconSource Symbol="Sparkle" />
+                </controls:SettingsAccountLinkExpander.IconSource>
+            </controls:SettingsAccountLinkExpander>
+
         </StackPanel>
     </ScrollViewer>
 
diff --git a/StabilityMatrix.Core/Api/Handlers/GeminiApiKeyHandler.cs b/StabilityMatrix.Core/Api/Handlers/GeminiApiKeyHandler.cs
new file mode 100644
index 000000000..d7878b69e
--- /dev/null
+++ b/StabilityMatrix.Core/Api/Handlers/GeminiApiKeyHandler.cs
@@ -0,0 +1,25 @@
+using System.Net.Http.Headers;
+using StabilityMatrix.Core.Services;
+
+namespace StabilityMatrix.Core.Api.Handlers;
+
+/// <summary>
+/// HTTP message handler that adds Gemini API key to requests
+/// </summary>
+public class GeminiApiKeyHandler(ISecretsManager secretsManager) : DelegatingHandler
+{
+    protected override async Task<HttpResponseMessage> SendAsync(
+        HttpRequestMessage request,
+        CancellationToken cancellationToken
+    )
+    {
+        var secrets = await secretsManager.SafeLoadAsync().ConfigureAwait(false);
+
+        if (!string.IsNullOrEmpty(secrets.GeminiApiKey))
+        {
+            request.Headers.Add("x-goog-api-key", secrets.GeminiApiKey);
+        }
+
+        return await base.SendAsync(request, cancellationToken).ConfigureAwait(false);
+    }
+}
diff --git a/StabilityMatrix.Core/Api/IGeminiApi.cs b/StabilityMatrix.Core/Api/IGeminiApi.cs
new file mode 100644
index 000000000..4f12f54aa
--- /dev/null
+++ b/StabilityMatrix.Core/Api/IGeminiApi.cs
@@ -0,0 +1,21 @@
+using Refit;
+using StabilityMatrix.Core.Models.Api.Gemini;
+
+namespace StabilityMatrix.Core.Api;
+
+/// <summary>
+/// Refit interface for Google Gemini API
+/// </summary>
+[Headers("Content-Type: application/json")]
+public interface IGeminiApi
+{
+    /// <summary>
+    /// Generate content (text and/or images) using the specified model
+    /// </summary>
+    [Post("/v1beta/models/{model}:generateContent")]
+    Task<GeminiGenerateContentResponse> GenerateContentAsync(
+        [AliasAs("model")] string model,
+        [Body] GeminiGenerateContentRequest request,
+        CancellationToken cancellationToken = default
+    );
+}
diff --git a/StabilityMatrix.Core/Database/BananaVisionDbContext.cs b/StabilityMatrix.Core/Database/BananaVisionDbContext.cs
new file mode 100644
index 000000000..12c09b665
--- /dev/null
+++ b/StabilityMatrix.Core/Database/BananaVisionDbContext.cs
@@ -0,0 +1,241 @@
+using System.Globalization;
+using Injectio.Attributes;
+using LiteDB;
+using LiteDB.Async;
+using LiteDB.Engine;
+using Microsoft.Extensions.Logging;
+using Microsoft.Extensions.Options;
+using StabilityMatrix.Core.Models.Configs;
+using StabilityMatrix.Core.Models.Database;
+using StabilityMatrix.Core.Services;
+
+namespace StabilityMatrix.Core.Database;
+
+/// <summary>
+/// Database context for BananaVision conversations and messages.
+/// Stored separately from the main StabilityMatrix.db to preserve user data
+/// when the main cache database is deleted.
+/// </summary>
+[RegisterSingleton<IBananaVisionDbContext, BananaVisionDbContext>]
+public class BananaVisionDbContext : IBananaVisionDbContext
+{
+    private readonly ILogger<BananaVisionDbContext> logger;
+    private readonly ISettingsManager settingsManager;
+    private readonly DebugOptions debugOptions;
+
+    private readonly Lazy<LiteDatabaseAsync> lazyDatabase;
+    private bool migrationAttempted;
+
+    public LiteDatabaseAsync Database => lazyDatabase.Value;
+
+    // Collections
+    public ILiteCollectionAsync<ImageGenerationConversation> Conversations =>
+        Database.GetCollection<ImageGenerationConversation>("Conversations");
+
+    public ILiteCollectionAsync<ImageGenerationMessage> Messages =>
+        Database.GetCollection<ImageGenerationMessage>("Messages");
+
+    public BananaVisionDbContext(
+        ILogger<BananaVisionDbContext> logger,
+        ISettingsManager settingsManager,
+        IOptions<DebugOptions> debugOptions
+    )
+    {
+        this.logger = logger;
+        this.settingsManager = settingsManager;
+        this.debugOptions = debugOptions.Value;
+
+        lazyDatabase = new Lazy<LiteDatabaseAsync>(CreateDatabase);
+    }
+
+    private LiteDatabaseAsync CreateDatabase()
+    {
+        const int maxAttempts = 2;
+        var dbPath = Path.Combine(settingsManager.LibraryDir, "BananaVision.db");
+
+        for (var attempt = 0; attempt < maxAttempts; attempt++)
+        {
+            LiteDatabaseAsync? db = null;
+
+            try
+            {
+                if (debugOptions.TempDatabase)
+                {
+                    db = new LiteDatabaseAsync(":temp:");
+                    return db;
+                }
+
+                db = new LiteDatabaseAsync(
+                    new ConnectionString { Filename = dbPath, Connection = ConnectionType.Shared }
+                );
+
+                var sortOption = db.Collation.SortOptions;
+                if (sortOption is not CompareOptions.Ordinal)
+                {
+                    logger.LogDebug(
+                        "BananaVision database collation is not Ordinal ({SortOption}), rebuilding...",
+                        sortOption
+                    );
+                    var options = new RebuildOptions
+                    {
+                        Collation = new Collation(CultureInfo.InvariantCulture.LCID, CompareOptions.Ordinal),
+                    };
+                    db.RebuildAsync(options).GetAwaiter().GetResult();
+                }
+
+                // Run one-time migration from legacy database
+                MigrateLegacyData(db, dbPath);
+
+                return db;
+            }
+            catch (AggregateException ex)
+                when (ex.InnerException is LiteException e
+                    && e.Message.Contains("Detected loop in FindAll", StringComparison.OrdinalIgnoreCase)
+                )
+            {
+                logger.LogWarning(
+                    "BananaVision database corruption detected ({Message}), rebuilding...",
+                    e.Message
+                );
+
+                try
+                {
+                    db?.Dispose();
+                }
+                catch
+                {
+                    // ignored
+                }
+
+                try
+                {
+                    // Backup then delete
+                    var corruptPath = dbPath + ".old-" + DateTime.UtcNow.ToString("yyyyMMddHHmmss");
+                    if (File.Exists(dbPath))
+                    {
+                        File.Copy(dbPath, corruptPath, overwrite: false);
+                        File.Delete(dbPath);
+                    }
+                }
+                catch (Exception delEx)
+                {
+                    logger.LogWarning("Failed to delete corrupt BananaVision DB: {Message}", delEx.Message);
+                    break;
+                }
+            }
+            catch (IOException ioEx)
+            {
+                logger.LogWarning(
+                    "BananaVision database in use or not accessible ({Message}), using temporary database",
+                    ioEx.Message
+                );
+                break;
+            }
+        }
+
+        // Fallback to temporary database
+        var tempDb = new LiteDatabaseAsync(":temp:");
+        return tempDb;
+    }
+
+    /// <summary>
+    /// One-time migration from legacy StabilityMatrix.db to BananaVision.db
+    /// </summary>
+    private void MigrateLegacyData(LiteDatabaseAsync newDb, string newDbPath)
+    {
+        if (migrationAttempted)
+            return;
+
+        migrationAttempted = true;
+
+        try
+        {
+            // Check if new database already has data
+            var conversations = newDb.GetCollection<ImageGenerationConversation>("Conversations");
+            var existingCount = conversations.CountAsync().GetAwaiter().GetResult();
+
+            if (existingCount > 0)
+            {
+                logger.LogDebug(
+                    "BananaVision.db already has {Count} conversations, skipping migration",
+                    existingCount
+                );
+                return;
+            }
+
+            // Check for legacy database
+            var legacyDbPath = Path.Combine(settingsManager.LibraryDir, "StabilityMatrix.db");
+            if (!File.Exists(legacyDbPath))
+            {
+                logger.LogDebug("No legacy database found, skipping migration");
+                return;
+            }
+
+            logger.LogInformation("Checking legacy database for BananaVision data to migrate...");
+
+            using var legacyDb = new LiteDatabaseAsync(
+                new ConnectionString
+                {
+                    Filename = legacyDbPath,
+                    Connection = ConnectionType.Shared,
+                    ReadOnly = true,
+                }
+            );
+
+            var legacyConversations = legacyDb.GetCollection<ImageGenerationConversation>(
+                "ImageGenerationConversations"
+            );
+            var legacyMessages = legacyDb.GetCollection<ImageGenerationMessage>("ImageGenerationMessages");
+
+            var conversationsList = legacyConversations.FindAllAsync().GetAwaiter().GetResult().ToList();
+
+            if (conversationsList.Count == 0)
+            {
+                logger.LogDebug("No legacy conversations found, skipping migration");
+                return;
+            }
+
+            logger.LogInformation(
+                "Migrating {Count} conversations from legacy database...",
+                conversationsList.Count
+            );
+
+            var messages = newDb.GetCollection<ImageGenerationMessage>("Messages");
+
+            // Copy conversations
+            foreach (var conversation in conversationsList)
+            {
+                conversations.InsertAsync(conversation).GetAwaiter().GetResult();
+            }
+
+            // Copy messages
+            var messagesList = legacyMessages.FindAllAsync().GetAwaiter().GetResult().ToList();
+            foreach (var message in messagesList)
+            {
+                messages.InsertAsync(message).GetAwaiter().GetResult();
+            }
+
+            logger.LogInformation(
+                "Successfully migrated {ConvCount} conversations and {MsgCount} messages to BananaVision.db",
+                conversationsList.Count,
+                messagesList.Count
+            );
+        }
+        catch (Exception ex)
+        {
+            logger.LogWarning(
+                ex,
+                "Failed to migrate legacy BananaVision data (this is fine, starting fresh)"
+            );
+        }
+    }
+
+    public void Dispose()
+    {
+        if (lazyDatabase.IsValueCreated)
+        {
+            Database.Dispose();
+        }
+        GC.SuppressFinalize(this);
+    }
+}
diff --git a/StabilityMatrix.Core/Database/IBananaVisionDbContext.cs b/StabilityMatrix.Core/Database/IBananaVisionDbContext.cs
new file mode 100644
index 000000000..17cdc4db1
--- /dev/null
+++ b/StabilityMatrix.Core/Database/IBananaVisionDbContext.cs
@@ -0,0 +1,17 @@
+using LiteDB.Async;
+using StabilityMatrix.Core.Models.Database;
+
+namespace StabilityMatrix.Core.Database;
+
+/// <summary>
+/// Database context for BananaVision conversations and messages.
+/// Stored separately from the main StabilityMatrix.db to preserve user data
+/// when the main cache database is deleted.
+/// </summary>
+public interface IBananaVisionDbContext : IDisposable
+{
+    LiteDatabaseAsync Database { get; }
+
+    ILiteCollectionAsync<ImageGenerationConversation> Conversations { get; }
+    ILiteCollectionAsync<ImageGenerationMessage> Messages { get; }
+}
diff --git a/StabilityMatrix.Core/Helper/RemoteModels.cs b/StabilityMatrix.Core/Helper/RemoteModels.cs
index 9c14489c0..f2e785419 100644
--- a/StabilityMatrix.Core/Helper/RemoteModels.cs
+++ b/StabilityMatrix.Core/Helper/RemoteModels.cs
@@ -32,7 +32,7 @@ public static class RemoteModels
                 Author = "xinntao",
                 LicenseType = "Apache 2.0",
                 LicenseUrl = new Uri(UpscalersRootMain, "RealESRGAN/LICENSE.txt"),
-                ContextType = SharedFolderType.RealESRGAN
+                ContextType = SharedFolderType.RealESRGAN,
             },
             new()
             {
@@ -44,7 +44,7 @@ public static class RemoteModels
                 Author = "xinntao",
                 LicenseType = "Apache 2.0",
                 LicenseUrl = new Uri(UpscalersRootMain, "RealESRGAN/LICENSE.txt"),
-                ContextType = SharedFolderType.RealESRGAN
+                ContextType = SharedFolderType.RealESRGAN,
             },
             new()
             {
@@ -56,7 +56,7 @@ public static class RemoteModels
                 Author = "xinntao",
                 LicenseType = "Apache 2.0",
                 LicenseUrl = new Uri(UpscalersRootMain, "RealESRGAN/LICENSE.txt"),
-                ContextType = SharedFolderType.RealESRGAN
+                ContextType = SharedFolderType.RealESRGAN,
             },
             new()
             {
@@ -68,7 +68,7 @@ public static class RemoteModels
                 Author = "xinntao",
                 LicenseType = "Apache 2.0",
                 LicenseUrl = new Uri(UpscalersRootMain, "RealESRGAN/LICENSE.txt"),
-                ContextType = SharedFolderType.RealESRGAN
+                ContextType = SharedFolderType.RealESRGAN,
             },
             new()
             {
@@ -80,7 +80,7 @@ public static class RemoteModels
                 Author = "xinntao",
                 LicenseType = "Apache 2.0",
                 LicenseUrl = new Uri(UpscalersRootMain, "RealESRGAN/LICENSE.txt"),
-                ContextType = SharedFolderType.RealESRGAN
+                ContextType = SharedFolderType.RealESRGAN,
             },
             new()
             {
@@ -92,7 +92,7 @@ public static class RemoteModels
                 Author = "JingyunLiang",
                 LicenseType = "Apache 2.0",
                 LicenseUrl = new Uri(UpscalersRootMain, "SwinIR/LICENSE.txt"),
-                ContextType = SharedFolderType.SwinIR
+                ContextType = SharedFolderType.SwinIR,
             },
             new()
             {
@@ -104,7 +104,7 @@ public static class RemoteModels
                 Author = "Kim2091",
                 LicenseType = "CC BY-NC-SA 4.0",
                 LicenseUrl = new Uri(UpscalersRootMain, "UltraMix/LICENSE.txt"),
-                ContextType = SharedFolderType.ESRGAN
+                ContextType = SharedFolderType.ESRGAN,
             },
             new()
             {
@@ -116,7 +116,7 @@ public static class RemoteModels
                 Author = "Kim2091",
                 LicenseType = "CC BY-NC-SA 4.0",
                 LicenseUrl = new Uri(UpscalersRootMain, "UltraMix/LICENSE.txt"),
-                ContextType = SharedFolderType.ESRGAN
+                ContextType = SharedFolderType.ESRGAN,
             },
             new()
             {
@@ -128,8 +128,8 @@ public static class RemoteModels
                 Author = "Kim2091",
                 LicenseType = "CC BY-NC-SA 4.0",
                 LicenseUrl = new Uri(UpscalersRootMain, "UltraMix/LICENSE.txt"),
-                ContextType = SharedFolderType.ESRGAN
-            }
+                ContextType = SharedFolderType.ESRGAN,
+            },
         };
 
     private static Uri ControlNetRoot { get; } = new("https://huggingface.co/lllyasviel/ControlNet/");
@@ -146,7 +146,7 @@ private static RemoteResource ControlNetCommon(string path, string sha256)
             Author = "lllyasviel",
             LicenseType = "OpenRAIL",
             LicenseUrl = ControlNetRoot,
-            ContextType = SharedFolderType.ControlNet
+            ContextType = SharedFolderType.ControlNet,
         };
     }
 
@@ -164,7 +164,7 @@ private static RemoteResource ControlNetCommon(string path, string sha256)
             ControlNetCommon(
                 "models/control_sd15_openpose.pth",
                 "d19ffffeeaff6d9feb2204b234c3e1b9aec039ab3e63fca07f4fe5646f2ef591"
-            )
+            ),
         };
 
     public static HybridModelFile ControlNetReferenceOnlyModel { get; } =
@@ -178,7 +178,7 @@ private static RemoteResource ControlNetCommon(string path, string sha256)
 
     private static IEnumerable<RemoteResource> PromptExpansions =>
         [
-            new RemoteResource
+            new()
             {
                 Url = new Uri("https://cdn.lykos.ai/models/GPT-Prompt-Expansion-Fooocus-v2.zip"),
                 HashSha256 = "82e69311787c0bb6736389710d80c0a2b653ed9bbe6ea6e70c6b90820fe42d88",
@@ -188,8 +188,8 @@ private static RemoteResource ControlNetCommon(string path, string sha256)
                 LicenseUrl = new Uri("https://github.com/lllyasviel/Fooocus/blob/main/LICENSE"),
                 ContextType = SharedFolderType.PromptExpansion,
                 AutoExtractArchive = true,
-                ExtractRelativePath = "GPT-Prompt-Expansion-Fooocus-v2"
-            }
+                ExtractRelativePath = "GPT-Prompt-Expansion-Fooocus-v2",
+            },
         ];
 
     public static IEnumerable<HybridModelFile> PromptExpansionModels =>
@@ -197,7 +197,7 @@ private static RemoteResource ControlNetCommon(string path, string sha256)
 
     private static IEnumerable<RemoteResource> UltralyticsModels =>
         [
-            new RemoteResource
+            new()
             {
                 Url = new Uri("https://huggingface.co/Bingsu/adetailer/resolve/main/face_yolov8m.pt"),
                 HashSha256 = "f02b8a23e6f12bd2c1b1f6714f66f984c728fa41ed749d033e7d6dea511ef70c",
@@ -208,9 +208,9 @@ private static RemoteResource ControlNetCommon(string path, string sha256)
                     "https://huggingface.co/datasets/choosealicense/licenses/blob/main/markdown/apache-2.0.md"
                 ),
                 ContextType = SharedFolderType.Ultralytics,
-                RelativeDirectory = "bbox"
+                RelativeDirectory = "bbox",
             },
-            new RemoteResource
+            new()
             {
                 Url = new Uri("https://huggingface.co/Bingsu/adetailer/resolve/main/hand_yolov8s.pt"),
                 HashSha256 = "5c4faf8d17286ace2c3d3346c6d0d4a0c8d62404955263a7ae95c1dd7eb877af",
@@ -221,9 +221,9 @@ private static RemoteResource ControlNetCommon(string path, string sha256)
                     "https://huggingface.co/datasets/choosealicense/licenses/blob/main/markdown/apache-2.0.md"
                 ),
                 ContextType = SharedFolderType.Ultralytics,
-                RelativeDirectory = "bbox"
+                RelativeDirectory = "bbox",
             },
-            new RemoteResource
+            new()
             {
                 Url = new Uri("https://huggingface.co/Bingsu/adetailer/resolve/main/person_yolov8m-seg.pt"),
                 HashSha256 = "9d881ec50b831f546e37977081b18f4e3bf65664aec163f97a311b0955499795",
@@ -234,9 +234,9 @@ private static RemoteResource ControlNetCommon(string path, string sha256)
                     "https://huggingface.co/datasets/choosealicense/licenses/blob/main/markdown/apache-2.0.md"
                 ),
                 ContextType = SharedFolderType.Ultralytics,
-                RelativeDirectory = "segm"
+                RelativeDirectory = "segm",
             },
-            new RemoteResource
+            new()
             {
                 Url = new Uri("https://huggingface.co/Bingsu/adetailer/resolve/main/person_yolov8s-seg.pt"),
                 HashSha256 = "b5684835e79fd8b805459e0f7a0f9daa437e421cb4a214fff45ec4ac61767ef9",
@@ -247,8 +247,8 @@ private static RemoteResource ControlNetCommon(string path, string sha256)
                     "https://huggingface.co/datasets/choosealicense/licenses/blob/main/markdown/apache-2.0.md"
                 ),
                 ContextType = SharedFolderType.Ultralytics,
-                RelativeDirectory = "segm"
-            }
+                RelativeDirectory = "segm",
+            },
         ];
 
     public static IEnumerable<HybridModelFile> UltralyticsModelFiles =>
@@ -256,7 +256,7 @@ private static RemoteResource ControlNetCommon(string path, string sha256)
 
     private static IEnumerable<RemoteResource> SamModels =>
         [
-            new RemoteResource
+            new()
             {
                 Url = new Uri("https://dl.fbaipublicfiles.com/segment_anything/sam_vit_b_01ec64.pth"),
                 InfoUrl = new Uri("https://github.com/facebookresearch/segment-anything"),
@@ -265,9 +265,9 @@ private static RemoteResource ControlNetCommon(string path, string sha256)
                 LicenseUrl = new Uri(
                     "https://github.com/facebookresearch/segment-anything/blob/main/LICENSE"
                 ),
-                ContextType = SharedFolderType.Sams
+                ContextType = SharedFolderType.Sams,
             },
-            new RemoteResource
+            new()
             {
                 Url = new Uri("https://dl.fbaipublicfiles.com/segment_anything/sam_vit_h_4b8939.pth"),
                 InfoUrl = new Uri("https://github.com/facebookresearch/segment-anything"),
@@ -276,9 +276,9 @@ private static RemoteResource ControlNetCommon(string path, string sha256)
                 LicenseUrl = new Uri(
                     "https://github.com/facebookresearch/segment-anything/blob/main/LICENSE"
                 ),
-                ContextType = SharedFolderType.Sams
+                ContextType = SharedFolderType.Sams,
             },
-            new RemoteResource
+            new()
             {
                 Url = new Uri("https://dl.fbaipublicfiles.com/segment_anything/sam_vit_l_0b3195.pth"),
                 InfoUrl = new Uri("https://github.com/facebookresearch/segment-anything"),
@@ -287,8 +287,8 @@ private static RemoteResource ControlNetCommon(string path, string sha256)
                 LicenseUrl = new Uri(
                     "https://github.com/facebookresearch/segment-anything/blob/main/LICENSE"
                 ),
-                ContextType = SharedFolderType.Sams
-            }
+                ContextType = SharedFolderType.Sams,
+            },
         ];
 
     public static IEnumerable<HybridModelFile> SamModelFiles =>
@@ -360,7 +360,7 @@ private static RemoteResource ControlNetCommon(string path, string sha256)
                 HashSha256 = "706fdb88e22e18177b207837c02f4b86a652abca0302821f2bfa24ac6aea4f71",
                 Author = "OpenAI",
                 LicenseType = "MIT",
-                ContextType = SharedFolderType.TextEncoders
+                ContextType = SharedFolderType.TextEncoders,
             },
             new()
             {
@@ -371,7 +371,7 @@ private static RemoteResource ControlNetCommon(string path, string sha256)
                 HashSha256 = "3771e70e36450e5199f30bad61a53faae85a2e02606974bcda0a6a573c0519d5",
                 Author = "OpenAI",
                 LicenseType = "MIT",
-                ContextType = SharedFolderType.TextEncoders
+                ContextType = SharedFolderType.TextEncoders,
             },
             new()
             {
@@ -382,8 +382,8 @@ private static RemoteResource ControlNetCommon(string path, string sha256)
                 HashSha256 = "9f86897bbeb933ef4fd06297740edb8dd962c94efcd92b373a11460c33765ea6",
                 Author = "Meta",
                 LicenseType = "llama3.1",
-                ContextType = SharedFolderType.TextEncoders
-            }
+                ContextType = SharedFolderType.TextEncoders,
+            },
         ];
 
     public static IEnumerable<HybridModelFile> ClipModelFiles =>
@@ -401,9 +401,115 @@ private static RemoteResource ControlNetCommon(string path, string sha256)
                 Author = "OpenAI",
                 LicenseType = "MIT",
                 ContextType = SharedFolderType.ClipVision,
-            }
+            },
         ];
 
     public static IEnumerable<HybridModelFile> ClipVisionModelFiles =>
         ClipVisionModels.Select(HybridModelFile.FromDownloadable);
+
+    #region Flux Kontext Models
+
+    /// <summary>
+    /// All required models for Flux Kontext image editing
+    /// </summary>
+    public static IReadOnlyList<RemoteResource> FluxKontextModels { get; } =
+        [
+            // Flux Kontext UNET model (~11.9 GB)
+            new()
+            {
+                Url = new Uri(
+                    "https://huggingface.co/Comfy-Org/flux1-kontext-dev_ComfyUI/resolve/main/split_files/diffusion_models/flux1-dev-kontext_fp8_scaled.safetensors"
+                ),
+                InfoUrl = new Uri("https://huggingface.co/Comfy-Org/flux1-kontext-dev_ComfyUI"),
+                Author = "Black Forest Labs",
+                LicenseType = "FLUX.1 [dev] Non-Commercial",
+                LicenseUrl = new Uri(
+                    "https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md"
+                ),
+                ContextType = SharedFolderType.DiffusionModels,
+            },
+            // Flux VAE (~335 MB)
+            new()
+            {
+                Url = new Uri(
+                    "https://huggingface.co/Comfy-Org/Lumina_Image_2.0_Repackaged/resolve/main/split_files/vae/ae.safetensors"
+                ),
+                InfoUrl = new Uri("https://huggingface.co/black-forest-labs/FLUX.1-dev"),
+                Author = "Black Forest Labs",
+                LicenseType = "FLUX.1 [dev] Non-Commercial",
+                LicenseUrl = new Uri(
+                    "https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md"
+                ),
+                ContextType = SharedFolderType.VAE,
+            },
+            // CLIP-L text encoder (~246 MB)
+            new()
+            {
+                Url = new Uri(
+                    "https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/clip_l.safetensors"
+                ),
+                InfoUrl = new Uri("https://huggingface.co/comfyanonymous/flux_text_encoders"),
+                HashSha256 = "660c6f5b1abae9dc498ac2d21e1347d2abdb0cf6c0c0c8576cd796491d9a6cdd",
+                Author = "OpenAI",
+                LicenseType = "MIT",
+                ContextType = SharedFolderType.TextEncoders,
+            },
+            // T5-XXL text encoder FP8 scaled (~4.8 GB)
+            new()
+            {
+                Url = new Uri(
+                    "https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp8_e4m3fn_scaled.safetensors"
+                ),
+                InfoUrl = new Uri("https://huggingface.co/comfyanonymous/flux_text_encoders"),
+                Author = "Google",
+                LicenseType = "Apache 2.0",
+                ContextType = SharedFolderType.TextEncoders,
+            },
+        ];
+
+    #endregion
+
+    #region Qwen Image Edit Models
+
+    /// <summary>
+    /// All required models for Qwen Image Edit
+    /// </summary>
+    public static IReadOnlyList<RemoteResource> QwenImageEditModels { get; } =
+        [
+            // Qwen Image Edit UNET model (fp8 quantized)
+            new()
+            {
+                Url = new Uri(
+                    "https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI/resolve/main/split_files/diffusion_models/qwen_image_edit_2509_fp8_e4m3fn.safetensors"
+                ),
+                InfoUrl = new Uri("https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI"),
+                Author = "Alibaba Qwen",
+                LicenseType = "Qwen License",
+                ContextType = SharedFolderType.DiffusionModels,
+            },
+            // Qwen Image VAE
+            new()
+            {
+                Url = new Uri(
+                    "https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/vae/qwen_image_vae.safetensors"
+                ),
+                InfoUrl = new Uri("https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI"),
+                Author = "Alibaba Qwen",
+                LicenseType = "Qwen License",
+                ContextType = SharedFolderType.VAE,
+            },
+            // Qwen 2.5 VL 7B CLIP (fp8 scaled)
+            new()
+            {
+                Url = new Uri(
+                    "https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/text_encoders/qwen_2.5_vl_7b_fp8_scaled.safetensors"
+                ),
+                InfoUrl = new Uri("https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI"),
+                Author = "Alibaba Qwen",
+                LicenseType = "Qwen License",
+                ContextType = SharedFolderType.TextEncoders,
+            },
+        ];
+
+    #endregion
 }
diff --git a/StabilityMatrix.Core/Models/Api/Comfy/Nodes/ComfyNodeBuilder.cs b/StabilityMatrix.Core/Models/Api/Comfy/Nodes/ComfyNodeBuilder.cs
index 181cfc70c..c8a4494cb 100644
--- a/StabilityMatrix.Core/Models/Api/Comfy/Nodes/ComfyNodeBuilder.cs
+++ b/StabilityMatrix.Core/Models/Api/Comfy/Nodes/ComfyNodeBuilder.cs
@@ -455,6 +455,38 @@ public record FluxGuidance : ComfyTypedNodeBase<ConditioningNodeConnection>
         public required double Guidance { get; init; }
     }
 
+    public record ImageStitch : ComfyTypedNodeBase<ImageNodeConnection>
+    {
+        public required ImageNodeConnection Image1 { get; init; }
+        public ImageNodeConnection? Image2 { get; init; }
+
+        /// <summary>
+        /// Direction to stitch images: "right", "down", "left", "up"
+        /// </summary>
+        public string Direction { get; init; } = "right";
+
+        public bool MatchImageSize { get; init; } = true;
+
+        [Range(0, 1024)]
+        public int SpacingWidth { get; init; } = 0;
+
+        /// <summary>
+        /// Color for spacing: "white", "black", etc.
+        /// </summary>
+        public string SpacingColor { get; init; } = "white";
+    }
+
+    public record ReferenceLatent : ComfyTypedNodeBase<ConditioningNodeConnection>
+    {
+        public required ConditioningNodeConnection Conditioning { get; init; }
+        public LatentNodeConnection? Latent { get; init; }
+    }
+
+    public record FluxKontextImageScale : ComfyTypedNodeBase<ImageNodeConnection>
+    {
+        public required ImageNodeConnection Image { get; init; }
+    }
+
     public record BasicGuider : ComfyTypedNodeBase<GuiderNodeConnection>
     {
         public required ModelNodeConnection Model { get; init; }
@@ -519,6 +551,30 @@ public record ModelSamplingSD3 : ComfyTypedNodeBase<ModelNodeConnection>
         public required double Shift { get; init; }
     }
 
+    /// <summary>
+    /// Model sampling adjustment for AuraFlow-based models (used by Qwen Image Edit)
+    /// </summary>
+    public record ModelSamplingAuraFlow : ComfyTypedNodeBase<ModelNodeConnection>
+    {
+        public required ModelNodeConnection Model { get; init; }
+
+        [Range(0, 100)]
+        public double Shift { get; init; } = 3.1;
+    }
+
+    /// <summary>
+    /// Text encoder for Qwen Image Edit that supports up to 3 input images
+    /// </summary>
+    public record TextEncodeQwenImageEditPlus : ComfyTypedNodeBase<ConditioningNodeConnection>
+    {
+        public required ClipNodeConnection Clip { get; init; }
+        public VAENodeConnection? Vae { get; init; }
+        public ImageNodeConnection? Image1 { get; init; }
+        public ImageNodeConnection? Image2 { get; init; }
+        public ImageNodeConnection? Image3 { get; init; }
+        public required string Prompt { get; init; }
+    }
+
     public record RescaleCFG : ComfyTypedNodeBase<ModelNodeConnection>
     {
         public required ModelNodeConnection Model { get; init; }
diff --git a/StabilityMatrix.Core/Models/Api/Gemini/GeminiGenerateContentRequest.cs b/StabilityMatrix.Core/Models/Api/Gemini/GeminiGenerateContentRequest.cs
new file mode 100644
index 000000000..bc2af7b51
--- /dev/null
+++ b/StabilityMatrix.Core/Models/Api/Gemini/GeminiGenerateContentRequest.cs
@@ -0,0 +1,103 @@
+using System.Text.Json.Serialization;
+
+namespace StabilityMatrix.Core.Models.Api.Gemini;
+
+/// <summary>
+/// Request for Gemini generateContent endpoint
+/// </summary>
+public record GeminiGenerateContentRequest
+{
+    [JsonPropertyName("contents")]
+    public List<GeminiContent> Contents { get; init; } = new();
+
+    [JsonPropertyName("generationConfig")]
+    public GeminiGenerationConfig? GenerationConfig { get; init; }
+}
+
+/// <summary>
+/// Content part of the request (can be from user or model)
+/// </summary>
+public record GeminiContent
+{
+    [JsonPropertyName("role")]
+    public string? Role { get; init; }
+
+    [JsonPropertyName("parts")]
+    public List<GeminiPart> Parts { get; init; } = new();
+}
+
+/// <summary>
+/// Individual part of content (text or image)
+/// </summary>
+public record GeminiPart
+{
+    [JsonPropertyName("text")]
+    public string? Text { get; init; }
+
+    [JsonPropertyName("inlineData")]
+    public GeminiInlineData? InlineData { get; init; }
+
+    /// <summary>
+    /// Whether this part contains thinking/reasoning content (response only)
+    /// </summary>
+    [JsonPropertyName("thought")]
+    public bool? Thought { get; init; }
+}
+
+/// <summary>
+/// Inline data for images
+/// </summary>
+public record GeminiInlineData
+{
+    [JsonPropertyName("mimeType")]
+    public required string MimeType { get; init; }
+
+    [JsonPropertyName("data")]
+    public required string Data { get; init; }
+}
+
+/// <summary>
+/// Generation configuration options
+/// </summary>
+public record GeminiGenerationConfig
+{
+    [JsonPropertyName("responseModalities")]
+    public List<string>? ResponseModalities { get; init; }
+
+    [JsonPropertyName("imageConfig")]
+    public GeminiImageConfig? ImageConfig { get; init; }
+
+    /// <summary>
+    /// Configuration for thinking/reasoning (Gemini 3 Pro)
+    /// </summary>
+    [JsonPropertyName("thinkingConfig")]
+    public GeminiThinkingConfig? ThinkingConfig { get; init; }
+}
+
+/// <summary>
+/// Image-specific configuration
+/// </summary>
+public record GeminiImageConfig
+{
+    [JsonPropertyName("aspectRatio")]
+    public string? AspectRatio { get; init; }
+}
+
+/// <summary>
+/// Configuration for thinking/reasoning output (Gemini 3 Pro)
+/// </summary>
+public record GeminiThinkingConfig
+{
+    /// <summary>
+    /// The thinking budget in tokens. Set to 0 to disable thinking.
+    /// Recommended values: 1024-8192 for complex tasks.
+    /// </summary>
+    [JsonPropertyName("thinkingBudget")]
+    public int? ThinkingBudget { get; init; }
+
+    /// <summary>
+    /// Whether to include thinking content in the response
+    /// </summary>
+    [JsonPropertyName("includeThoughts")]
+    public bool? IncludeThoughts { get; init; }
+}
diff --git a/StabilityMatrix.Core/Models/Api/Gemini/GeminiGenerateContentResponse.cs b/StabilityMatrix.Core/Models/Api/Gemini/GeminiGenerateContentResponse.cs
new file mode 100644
index 000000000..2dc394517
--- /dev/null
+++ b/StabilityMatrix.Core/Models/Api/Gemini/GeminiGenerateContentResponse.cs
@@ -0,0 +1,54 @@
+using System.Text.Json.Serialization;
+
+namespace StabilityMatrix.Core.Models.Api.Gemini;
+
+/// <summary>
+/// Response from Gemini generateContent endpoint
+/// </summary>
+public record GeminiGenerateContentResponse
+{
+    [JsonPropertyName("candidates")]
+    public List<GeminiCandidate>? Candidates { get; init; }
+
+    [JsonPropertyName("promptFeedback")]
+    public GeminiPromptFeedback? PromptFeedback { get; init; }
+}
+
+/// <summary>
+/// A candidate response
+/// </summary>
+public record GeminiCandidate
+{
+    [JsonPropertyName("content")]
+    public GeminiContent? Content { get; init; }
+
+    [JsonPropertyName("finishReason")]
+    public string? FinishReason { get; init; }
+
+    [JsonPropertyName("safetyRatings")]
+    public List<GeminiSafetyRating>? SafetyRatings { get; init; }
+}
+
+/// <summary>
+/// Safety rating for generated content
+/// </summary>
+public record GeminiSafetyRating
+{
+    [JsonPropertyName("category")]
+    public string? Category { get; init; }
+
+    [JsonPropertyName("probability")]
+    public string? Probability { get; init; }
+}
+
+/// <summary>
+/// Feedback about the prompt
+/// </summary>
+public record GeminiPromptFeedback
+{
+    [JsonPropertyName("blockReason")]
+    public string? BlockReason { get; init; }
+
+    [JsonPropertyName("safetyRatings")]
+    public List<GeminiSafetyRating>? SafetyRatings { get; init; }
+}
diff --git a/StabilityMatrix.Core/Models/Api/GeminiAccountStatusUpdateEventArgs.cs b/StabilityMatrix.Core/Models/Api/GeminiAccountStatusUpdateEventArgs.cs
new file mode 100644
index 000000000..79b676f6e
--- /dev/null
+++ b/StabilityMatrix.Core/Models/Api/GeminiAccountStatusUpdateEventArgs.cs
@@ -0,0 +1,17 @@
+namespace StabilityMatrix.Core.Models.Api;
+
+public class GeminiAccountStatusUpdateEventArgs : EventArgs
+{
+    public bool IsConnected { get; init; }
+    public string? ErrorMessage { get; init; }
+
+    public static GeminiAccountStatusUpdateEventArgs Disconnected => new(false);
+
+    public GeminiAccountStatusUpdateEventArgs() { }
+
+    public GeminiAccountStatusUpdateEventArgs(bool isConnected, string? errorMessage = null)
+    {
+        IsConnected = isConnected;
+        ErrorMessage = errorMessage;
+    }
+}
diff --git a/StabilityMatrix.Core/Models/Database/ImageGenerationConversation.cs b/StabilityMatrix.Core/Models/Database/ImageGenerationConversation.cs
new file mode 100644
index 000000000..f9b3cef0e
--- /dev/null
+++ b/StabilityMatrix.Core/Models/Database/ImageGenerationConversation.cs
@@ -0,0 +1,32 @@
+using LiteDB;
+
+namespace StabilityMatrix.Core.Models.Database;
+
+/// <summary>
+/// Represents a conversation for image generation with a specific provider
+/// </summary>
+public record ImageGenerationConversation
+{
+    [BsonId]
+    public Guid Id { get; init; } = Guid.NewGuid();
+
+    /// <summary>
+    /// Title of the conversation (auto-generated from first prompt)
+    /// </summary>
+    public required string Title { get; set; }
+
+    /// <summary>
+    /// Provider ID (e.g., "gemini-2.5-flash", "flux-kontext")
+    /// </summary>
+    public required string ProviderId { get; init; }
+
+    /// <summary>
+    /// When the conversation was created
+    /// </summary>
+    public DateTime CreatedAt { get; init; } = DateTime.UtcNow;
+
+    /// <summary>
+    /// When the conversation was last updated
+    /// </summary>
+    public DateTime UpdatedAt { get; set; } = DateTime.UtcNow;
+}
diff --git a/StabilityMatrix.Core/Models/Database/ImageGenerationMessage.cs b/StabilityMatrix.Core/Models/Database/ImageGenerationMessage.cs
new file mode 100644
index 000000000..15c43186d
--- /dev/null
+++ b/StabilityMatrix.Core/Models/Database/ImageGenerationMessage.cs
@@ -0,0 +1,48 @@
+using LiteDB;
+using StabilityMatrix.Core.Services.ImageGeneration;
+
+namespace StabilityMatrix.Core.Models.Database;
+
+/// <summary>
+/// Represents an individual message in an image generation conversation
+/// </summary>
+public record ImageGenerationMessage
+{
+    [BsonId]
+    public Guid Id { get; init; } = Guid.NewGuid();
+
+    /// <summary>
+    /// ID of the conversation this message belongs to
+    /// </summary>
+    public required Guid ConversationId { get; init; }
+
+    /// <summary>
+    /// Role of the message sender
+    /// </summary>
+    public required MessageRole Role { get; init; }
+
+    /// <summary>
+    /// Text content of the message
+    /// </summary>
+    public string? TextContent { get; init; }
+
+    /// <summary>
+    /// Path to stored image file (for persistent storage)
+    /// </summary>
+    public string? ImagePath { get; init; }
+
+    /// <summary>
+    /// MIME type of the image
+    /// </summary>
+    public string? ImageMimeType { get; init; }
+
+    /// <summary>
+    /// Thinking/reasoning content from the model (Gemini 3 Pro)
+    /// </summary>
+    public string? ThinkingContent { get; init; }
+
+    /// <summary>
+    /// When the message was sent/received
+    /// </summary>
+    public DateTime Timestamp { get; init; } = DateTime.UtcNow;
+}
diff --git a/StabilityMatrix.Core/Models/Secrets.cs b/StabilityMatrix.Core/Models/Secrets.cs
index 6ce43c844..87f680563 100644
--- a/StabilityMatrix.Core/Models/Secrets.cs
+++ b/StabilityMatrix.Core/Models/Secrets.cs
@@ -13,6 +13,8 @@ public readonly record struct Secrets
     public LykosAccountV2Tokens? LykosAccountV2 { get; init; }
 
     public string? HuggingFaceToken { get; init; }
+
+    public string? GeminiApiKey { get; init; }
 }
 
 public static class SecretsExtensions
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/Gemini3ProImageGenerationProvider.cs b/StabilityMatrix.Core/Services/ImageGeneration/Gemini3ProImageGenerationProvider.cs
new file mode 100644
index 000000000..8721fed10
--- /dev/null
+++ b/StabilityMatrix.Core/Services/ImageGeneration/Gemini3ProImageGenerationProvider.cs
@@ -0,0 +1,262 @@
+using Microsoft.Extensions.Logging;
+using Refit;
+using StabilityMatrix.Core.Api;
+using StabilityMatrix.Core.Models.Api.Gemini;
+
+namespace StabilityMatrix.Core.Services.ImageGeneration;
+
+/// <summary>
+/// Image generation provider for Google Gemini 3 Pro (Nano Banana Pro Preview)
+/// with thinking/reasoning support
+/// </summary>
+public class Gemini3ProImageGenerationProvider(
+    ILogger<Gemini3ProImageGenerationProvider> logger,
+    IGeminiApi geminiApi
+) : IImageGenerationProvider
+{
+    private const string DefaultModel = "gemini-3-pro-image-preview";
+    private const int DefaultThinkingBudget = 2048;
+
+    public string ProviderId => "gemini-3-pro";
+    public string ProviderName => "Gemini 3 Pro (Nano Banana Pro)";
+    public bool SupportsImageInput => true;
+    public bool SupportsMultiTurn => true;
+
+    public async Task<ImageGenerationResponse> GenerateAsync(
+        ImageGenerationRequest request,
+        CancellationToken cancellationToken = default
+    )
+    {
+        try
+        {
+            // Check if thinking is enabled
+            var enableThinking =
+                request.ProviderOptions?.TryGetValue("enableThinking", out var thinkingValue) == true
+                && thinkingValue is true or "true";
+
+            var thinkingBudget =
+                request.ProviderOptions?.TryGetValue("thinkingBudget", out var budgetValue) == true
+                && budgetValue is int budget
+                    ? budget
+                    : DefaultThinkingBudget;
+
+            var geminiRequest = BuildGeminiRequest(request, enableThinking, thinkingBudget);
+
+            var model =
+                request.ProviderOptions?.TryGetValue("model", out var modelValue) == true
+                    ? modelValue?.ToString() ?? DefaultModel
+                    : DefaultModel;
+
+            logger.LogInformation(
+                "Generating image with Gemini 3 Pro model: {Model}, Thinking: {Thinking}, Budget: {Budget}",
+                model,
+                enableThinking,
+                enableThinking ? thinkingBudget : 0
+            );
+
+            var response = await geminiApi
+                .GenerateContentAsync(model, geminiRequest, cancellationToken)
+                .ConfigureAwait(false);
+
+            return ParseGeminiResponse(response);
+        }
+        catch (ApiException apiEx) when (apiEx.StatusCode == System.Net.HttpStatusCode.TooManyRequests)
+        {
+            logger.LogError(apiEx, "Rate limit or quota exceeded for Gemini API");
+            return new ImageGenerationResponse
+            {
+                IsSuccess = false,
+                ErrorMessage =
+                    "Rate limit or quota exceeded. "
+                    + "Note: Free Gemini API keys do not support image generation - you need a paid API key. "
+                    + "If you have a paid key, you may be hitting rate limits. Please try again in a moment.",
+            };
+        }
+        catch (ApiException apiEx)
+        {
+            logger.LogError(apiEx, "Gemini API error: {StatusCode}", apiEx.StatusCode);
+
+            var errorMessage = apiEx.StatusCode switch
+            {
+                System.Net.HttpStatusCode.Unauthorized =>
+                    "Invalid API key. Please check your Gemini API key in Settings.",
+                System.Net.HttpStatusCode.Forbidden =>
+                    "Access forbidden. Your API key may not have the required permissions.",
+                System.Net.HttpStatusCode.BadRequest => $"Invalid request: {apiEx.Content}",
+                _ => $"API error ({apiEx.StatusCode}): {apiEx.Message}",
+            };
+
+            return new ImageGenerationResponse { IsSuccess = false, ErrorMessage = errorMessage };
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to generate image with Gemini 3 Pro");
+            return new ImageGenerationResponse { IsSuccess = false, ErrorMessage = ex.Message };
+        }
+    }
+
+    private GeminiGenerateContentRequest BuildGeminiRequest(
+        ImageGenerationRequest request,
+        bool enableThinking,
+        int thinkingBudget
+    )
+    {
+        var contents = new List<GeminiContent>();
+
+        // Add conversation history if present
+        if (request.ConversationHistory != null)
+        {
+            foreach (var message in request.ConversationHistory)
+            {
+                var parts = new List<GeminiPart>();
+
+                if (!string.IsNullOrEmpty(message.TextContent))
+                {
+                    parts.Add(new GeminiPart { Text = message.TextContent });
+                }
+
+                if (message.ImageContent != null)
+                {
+                    parts.Add(
+                        new GeminiPart
+                        {
+                            InlineData = new GeminiInlineData
+                            {
+                                MimeType = message.ImageContent.MimeType,
+                                Data = message.ImageContent.Base64Data,
+                            },
+                        }
+                    );
+                }
+
+                if (parts.Count > 0)
+                {
+                    contents.Add(
+                        new GeminiContent
+                        {
+                            Role = message.Role == MessageRole.User ? "user" : "model",
+                            Parts = parts,
+                        }
+                    );
+                }
+            }
+        }
+
+        // Add current request
+        var currentParts = new List<GeminiPart>();
+
+        if (!string.IsNullOrEmpty(request.TextPrompt))
+        {
+            currentParts.Add(new GeminiPart { Text = request.TextPrompt });
+        }
+
+        if (request.InputImages != null)
+        {
+            foreach (var image in request.InputImages)
+            {
+                currentParts.Add(
+                    new GeminiPart
+                    {
+                        InlineData = new GeminiInlineData
+                        {
+                            MimeType = image.MimeType,
+                            Data = image.Base64Data,
+                        },
+                    }
+                );
+            }
+        }
+
+        if (currentParts.Count > 0)
+        {
+            contents.Add(new GeminiContent { Role = "user", Parts = currentParts });
+        }
+
+        // Build generation config with thinking support
+        var generationConfig = new GeminiGenerationConfig
+        {
+            ResponseModalities = ["TEXT", "IMAGE"],
+            ThinkingConfig = enableThinking
+                ? new GeminiThinkingConfig { ThinkingBudget = thinkingBudget, IncludeThoughts = true }
+                : null,
+        };
+
+        // Add aspect ratio if specified
+        if (request.ProviderOptions?.TryGetValue("aspectRatio", out var aspectRatioValue) == true)
+        {
+            generationConfig = generationConfig with
+            {
+                ImageConfig = new GeminiImageConfig { AspectRatio = aspectRatioValue?.ToString() },
+            };
+        }
+
+        return new GeminiGenerateContentRequest { Contents = contents, GenerationConfig = generationConfig };
+    }
+
+    private ImageGenerationResponse ParseGeminiResponse(GeminiGenerateContentResponse response)
+    {
+        if (response.Candidates == null || response.Candidates.Count == 0)
+        {
+            var blockReason = response.PromptFeedback?.BlockReason;
+            return new ImageGenerationResponse
+            {
+                IsSuccess = false,
+                ErrorMessage = string.IsNullOrEmpty(blockReason)
+                    ? "No candidates returned from Gemini"
+                    : $"Request blocked: {blockReason}",
+            };
+        }
+
+        var candidate = response.Candidates[0];
+        var images = new List<GeneratedImage>();
+        string? textResponse = null;
+        string? thinkingContent = null;
+
+        if (candidate.Content?.Parts != null)
+        {
+            foreach (var part in candidate.Content.Parts)
+            {
+                // Check if this is thinking content
+                if (part.Thought == true && part.Text != null)
+                {
+                    // Accumulate thinking content
+                    thinkingContent = string.IsNullOrEmpty(thinkingContent)
+                        ? part.Text
+                        : thinkingContent + "\n\n" + part.Text;
+                    continue;
+                }
+
+                // Regular text response
+                if (part.Text != null)
+                {
+                    textResponse = part.Text;
+                }
+
+                // Image response
+                if (part.InlineData != null)
+                {
+                    images.Add(
+                        new GeneratedImage
+                        {
+                            Base64Data = part.InlineData.Data,
+                            MimeType = part.InlineData.MimeType,
+                        }
+                    );
+                }
+            }
+        }
+
+        return new ImageGenerationResponse
+        {
+            IsSuccess = true,
+            Images = images.Count > 0 ? images : null,
+            TextResponse = textResponse,
+            ThinkingContent = thinkingContent,
+            Metadata = new Dictionary<string, object>
+            {
+                ["finishReason"] = candidate.FinishReason ?? "unknown",
+                ["hasThinking"] = !string.IsNullOrEmpty(thinkingContent),
+            },
+        };
+    }
+}
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/GeminiImageGenerationProvider.cs b/StabilityMatrix.Core/Services/ImageGeneration/GeminiImageGenerationProvider.cs
new file mode 100644
index 000000000..059ed0437
--- /dev/null
+++ b/StabilityMatrix.Core/Services/ImageGeneration/GeminiImageGenerationProvider.cs
@@ -0,0 +1,219 @@
+using Microsoft.Extensions.Logging;
+using Refit;
+using StabilityMatrix.Core.Api;
+using StabilityMatrix.Core.Models.Api.Gemini;
+
+namespace StabilityMatrix.Core.Services.ImageGeneration;
+
+/// <summary>
+/// Image generation provider for Google Gemini (Nano Banana)
+/// </summary>
+public class GeminiImageGenerationProvider(
+    ILogger<GeminiImageGenerationProvider> logger,
+    IGeminiApi geminiApi
+) : IImageGenerationProvider
+{
+    private const string DefaultModel = "gemini-2.5-flash-image";
+
+    public string ProviderId => "gemini-2.5-flash";
+    public string ProviderName => "Gemini 2.5 Flash (Nano Banana)";
+    public bool SupportsImageInput => true;
+    public bool SupportsMultiTurn => true;
+
+    public async Task<ImageGenerationResponse> GenerateAsync(
+        ImageGenerationRequest request,
+        CancellationToken cancellationToken = default
+    )
+    {
+        try
+        {
+            var geminiRequest = BuildGeminiRequest(request);
+
+            var model =
+                request.ProviderOptions?.TryGetValue("model", out var modelValue) == true
+                    ? modelValue?.ToString() ?? DefaultModel
+                    : DefaultModel;
+
+            logger.LogInformation("Generating image with Gemini model: {Model}", model);
+
+            var response = await geminiApi
+                .GenerateContentAsync(model, geminiRequest, cancellationToken)
+                .ConfigureAwait(false);
+
+            return ParseGeminiResponse(response);
+        }
+        catch (Refit.ApiException apiEx) when (apiEx.StatusCode == System.Net.HttpStatusCode.TooManyRequests)
+        {
+            logger.LogError(apiEx, "Rate limit or quota exceeded for Gemini API");
+            return new ImageGenerationResponse
+            {
+                IsSuccess = false,
+                ErrorMessage =
+                    "Rate limit or quota exceeded. "
+                    + "Note: Free Gemini API keys do not support image generation - you need a paid API key. "
+                    + "If you have a paid key, you may be hitting rate limits. Please try again in a moment.",
+            };
+        }
+        catch (Refit.ApiException apiEx)
+        {
+            logger.LogError(apiEx, "Gemini API error: {StatusCode}", apiEx.StatusCode);
+
+            var errorMessage = apiEx.StatusCode switch
+            {
+                System.Net.HttpStatusCode.Unauthorized =>
+                    "Invalid API key. Please check your Gemini API key in Settings.",
+                System.Net.HttpStatusCode.Forbidden =>
+                    "Access forbidden. Your API key may not have the required permissions.",
+                System.Net.HttpStatusCode.BadRequest => $"Invalid request: {apiEx.Content}",
+                _ => $"API error ({apiEx.StatusCode}): {apiEx.Message}",
+            };
+
+            return new ImageGenerationResponse { IsSuccess = false, ErrorMessage = errorMessage };
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to generate image with Gemini");
+            return new ImageGenerationResponse { IsSuccess = false, ErrorMessage = ex.Message };
+        }
+    }
+
+    private GeminiGenerateContentRequest BuildGeminiRequest(ImageGenerationRequest request)
+    {
+        var contents = new List<GeminiContent>();
+
+        // Add conversation history if present
+        if (request.ConversationHistory != null)
+        {
+            foreach (var message in request.ConversationHistory)
+            {
+                var parts = new List<GeminiPart>();
+
+                if (!string.IsNullOrEmpty(message.TextContent))
+                {
+                    parts.Add(new GeminiPart { Text = message.TextContent });
+                }
+
+                if (message.ImageContent != null)
+                {
+                    parts.Add(
+                        new GeminiPart
+                        {
+                            InlineData = new GeminiInlineData
+                            {
+                                MimeType = message.ImageContent.MimeType,
+                                Data = message.ImageContent.Base64Data,
+                            },
+                        }
+                    );
+                }
+
+                if (parts.Count > 0)
+                {
+                    contents.Add(
+                        new GeminiContent
+                        {
+                            Role = message.Role == MessageRole.User ? "user" : "model",
+                            Parts = parts,
+                        }
+                    );
+                }
+            }
+        }
+
+        // Add current request
+        var currentParts = new List<GeminiPart>();
+
+        if (!string.IsNullOrEmpty(request.TextPrompt))
+        {
+            currentParts.Add(new GeminiPart { Text = request.TextPrompt });
+        }
+
+        if (request.InputImages != null)
+        {
+            foreach (var image in request.InputImages)
+            {
+                currentParts.Add(
+                    new GeminiPart
+                    {
+                        InlineData = new GeminiInlineData
+                        {
+                            MimeType = image.MimeType,
+                            Data = image.Base64Data,
+                        },
+                    }
+                );
+            }
+        }
+
+        if (currentParts.Count > 0)
+        {
+            contents.Add(new GeminiContent { Role = "user", Parts = currentParts });
+        }
+
+        // Build generation config
+        var generationConfig = new GeminiGenerationConfig { ResponseModalities = ["TEXT", "IMAGE"] };
+
+        // Add aspect ratio if specified
+        if (request.ProviderOptions?.TryGetValue("aspectRatio", out var aspectRatioValue) == true)
+        {
+            generationConfig = generationConfig with
+            {
+                ImageConfig = new GeminiImageConfig { AspectRatio = aspectRatioValue?.ToString() },
+            };
+        }
+
+        return new GeminiGenerateContentRequest { Contents = contents, GenerationConfig = generationConfig };
+    }
+
+    private ImageGenerationResponse ParseGeminiResponse(GeminiGenerateContentResponse response)
+    {
+        if (response.Candidates == null || response.Candidates.Count == 0)
+        {
+            var blockReason = response.PromptFeedback?.BlockReason;
+            return new ImageGenerationResponse
+            {
+                IsSuccess = false,
+                ErrorMessage = string.IsNullOrEmpty(blockReason)
+                    ? "No candidates returned from Gemini"
+                    : $"Request blocked: {blockReason}",
+            };
+        }
+
+        var candidate = response.Candidates[0];
+        var images = new List<GeneratedImage>();
+        string? textResponse = null;
+
+        if (candidate.Content?.Parts != null)
+        {
+            foreach (var part in candidate.Content.Parts)
+            {
+                if (part.Text != null)
+                {
+                    textResponse = part.Text;
+                }
+
+                if (part.InlineData != null)
+                {
+                    images.Add(
+                        new GeneratedImage
+                        {
+                            Base64Data = part.InlineData.Data,
+                            MimeType = part.InlineData.MimeType,
+                        }
+                    );
+                }
+            }
+        }
+
+        return new ImageGenerationResponse
+        {
+            IsSuccess = true,
+            Images = images.Count > 0 ? images : null,
+            TextResponse = textResponse,
+            Metadata = new Dictionary<string, object>
+            {
+                ["finishReason"] = candidate.FinishReason ?? "unknown",
+            },
+        };
+    }
+}
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/IImageGenerationChatService.cs b/StabilityMatrix.Core/Services/ImageGeneration/IImageGenerationChatService.cs
new file mode 100644
index 000000000..f2edf703b
--- /dev/null
+++ b/StabilityMatrix.Core/Services/ImageGeneration/IImageGenerationChatService.cs
@@ -0,0 +1,73 @@
+using StabilityMatrix.Core.Models.Database;
+
+namespace StabilityMatrix.Core.Services.ImageGeneration;
+
+/// <summary>
+/// Service for managing image generation conversations
+/// </summary>
+public interface IImageGenerationChatService
+{
+    /// <summary>
+    /// Get all conversations
+    /// </summary>
+    Task<List<ImageGenerationConversation>> GetConversationsAsync();
+
+    /// <summary>
+    /// Get a specific conversation by ID
+    /// </summary>
+    Task<ImageGenerationConversation?> GetConversationAsync(Guid conversationId);
+
+    /// <summary>
+    /// Get all messages for a conversation
+    /// </summary>
+    Task<List<ImageGenerationMessage>> GetMessagesAsync(Guid conversationId);
+
+    /// <summary>
+    /// Create a new conversation
+    /// </summary>
+    Task<ImageGenerationConversation> CreateConversationAsync(
+        string providerId,
+        string initialTitle = "New Conversation"
+    );
+
+    /// <summary>
+    /// Update a conversation
+    /// </summary>
+    Task UpdateConversationAsync(ImageGenerationConversation conversation);
+
+    /// <summary>
+    /// Delete a conversation and all its messages
+    /// </summary>
+    Task DeleteConversationAsync(Guid conversationId);
+
+    /// <summary>
+    /// Send a message and generate a response
+    /// </summary>
+    Task<(ImageGenerationMessage UserMessage, ImageGenerationMessage? AssistantMessage)> SendMessageAsync(
+        Guid conversationId,
+        string? textPrompt,
+        List<string>? imagePaths = null,
+        CancellationToken cancellationToken = default
+    );
+
+    /// <summary>
+    /// Send a message and generate a response with provider options
+    /// </summary>
+    Task<(ImageGenerationMessage UserMessage, ImageGenerationMessage? AssistantMessage)> SendMessageAsync(
+        Guid conversationId,
+        string? textPrompt,
+        List<string>? imagePaths,
+        Dictionary<string, object>? providerOptions,
+        CancellationToken cancellationToken = default
+    );
+
+    /// <summary>
+    /// Get available providers
+    /// </summary>
+    List<IImageGenerationProvider> GetAvailableProviders();
+
+    /// <summary>
+    /// Get a provider by ID
+    /// </summary>
+    IImageGenerationProvider? GetProvider(string providerId);
+}
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/IImageGenerationProvider.cs b/StabilityMatrix.Core/Services/ImageGeneration/IImageGenerationProvider.cs
new file mode 100644
index 000000000..5fd3ed864
--- /dev/null
+++ b/StabilityMatrix.Core/Services/ImageGeneration/IImageGenerationProvider.cs
@@ -0,0 +1,35 @@
+namespace StabilityMatrix.Core.Services.ImageGeneration;
+
+/// <summary>
+/// Represents a provider for image generation (e.g., Gemini, Flux Kontext)
+/// </summary>
+public interface IImageGenerationProvider
+{
+    /// <summary>
+    /// Unique identifier for this provider (e.g., "gemini-2.5-flash", "flux-kontext")
+    /// </summary>
+    string ProviderId { get; }
+
+    /// <summary>
+    /// Display name for this provider
+    /// </summary>
+    string ProviderName { get; }
+
+    /// <summary>
+    /// Whether this provider supports image input for editing/composition
+    /// </summary>
+    bool SupportsImageInput { get; }
+
+    /// <summary>
+    /// Whether this provider supports multi-turn conversations
+    /// </summary>
+    bool SupportsMultiTurn { get; }
+
+    /// <summary>
+    /// Generate an image based on the provided request
+    /// </summary>
+    Task<ImageGenerationResponse> GenerateAsync(
+        ImageGenerationRequest request,
+        CancellationToken cancellationToken = default
+    );
+}
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationChatService.cs b/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationChatService.cs
new file mode 100644
index 000000000..27e6b4253
--- /dev/null
+++ b/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationChatService.cs
@@ -0,0 +1,358 @@
+using Microsoft.Extensions.Logging;
+using StabilityMatrix.Core.Database;
+using StabilityMatrix.Core.Models.Database;
+using StabilityMatrix.Core.Models.FileInterfaces;
+
+namespace StabilityMatrix.Core.Services.ImageGeneration;
+
+/// <summary>
+/// Service for managing image generation conversations
+/// </summary>
+public class ImageGenerationChatService(
+    ILogger<ImageGenerationChatService> logger,
+    IBananaVisionDbContext database,
+    ISettingsManager settingsManager,
+    IEnumerable<IImageGenerationProvider> providers
+) : IImageGenerationChatService
+{
+    private readonly List<IImageGenerationProvider> providers = providers.ToList();
+
+    public async Task<List<ImageGenerationConversation>> GetConversationsAsync()
+    {
+        logger.LogDebug("Querying conversations from database...");
+        var conversations = await database
+            .Conversations.Query()
+            .OrderByDescending(c => c.UpdatedAt)
+            .ToListAsync()
+            .ConfigureAwait(false);
+
+        logger.LogInformation("Retrieved {Count} conversations from database", conversations.Count);
+        return conversations;
+    }
+
+    public async Task<ImageGenerationConversation?> GetConversationAsync(Guid conversationId)
+    {
+        return await database.Conversations.FindByIdAsync(conversationId).ConfigureAwait(false);
+    }
+
+    public async Task<List<ImageGenerationMessage>> GetMessagesAsync(Guid conversationId)
+    {
+        var messages = await database
+            .Messages.Query()
+            .Where(m => m.ConversationId == conversationId)
+            .OrderBy(m => m.Timestamp)
+            .ToListAsync()
+            .ConfigureAwait(false);
+
+        return messages;
+    }
+
+    public async Task<ImageGenerationConversation> CreateConversationAsync(
+        string providerId,
+        string initialTitle = "New Conversation"
+    )
+    {
+        var conversation = new ImageGenerationConversation { Title = initialTitle, ProviderId = providerId };
+
+        await database.Conversations.InsertAsync(conversation).ConfigureAwait(false);
+
+        logger.LogInformation(
+            "Created new conversation {ConversationId} with provider {ProviderId}",
+            conversation.Id,
+            providerId
+        );
+
+        return conversation;
+    }
+
+    public async Task UpdateConversationAsync(ImageGenerationConversation conversation)
+    {
+        var updated = conversation with { UpdatedAt = DateTime.UtcNow };
+        await database.Conversations.UpdateAsync(updated).ConfigureAwait(false);
+    }
+
+    public async Task DeleteConversationAsync(Guid conversationId)
+    {
+        // Delete all messages first
+        var messages = await GetMessagesAsync(conversationId).ConfigureAwait(false);
+        foreach (var message in messages)
+        {
+            // Delete associated image files
+            if (!string.IsNullOrEmpty(message.ImagePath) && File.Exists(message.ImagePath))
+            {
+                try
+                {
+                    File.Delete(message.ImagePath);
+                }
+                catch (Exception ex)
+                {
+                    logger.LogWarning(ex, "Failed to delete image file {ImagePath}", message.ImagePath);
+                }
+            }
+
+            await database.Messages.DeleteAsync(message.Id).ConfigureAwait(false);
+        }
+
+        // Delete the conversation
+        await database.Conversations.DeleteAsync(conversationId).ConfigureAwait(false);
+
+        logger.LogInformation(
+            "Deleted conversation {ConversationId} and {MessageCount} messages",
+            conversationId,
+            messages.Count
+        );
+    }
+
+    public Task<(
+        ImageGenerationMessage UserMessage,
+        ImageGenerationMessage? AssistantMessage
+    )> SendMessageAsync(
+        Guid conversationId,
+        string? textPrompt,
+        List<string>? imagePaths = null,
+        CancellationToken cancellationToken = default
+    )
+    {
+        return SendMessageAsync(conversationId, textPrompt, imagePaths, null, cancellationToken);
+    }
+
+    public async Task<(
+        ImageGenerationMessage UserMessage,
+        ImageGenerationMessage? AssistantMessage
+    )> SendMessageAsync(
+        Guid conversationId,
+        string? textPrompt,
+        List<string>? imagePaths,
+        Dictionary<string, object>? providerOptions,
+        CancellationToken cancellationToken = default
+    )
+    {
+        var conversation = await GetConversationAsync(conversationId).ConfigureAwait(false);
+        if (conversation == null)
+        {
+            throw new InvalidOperationException($"Conversation {conversationId} not found");
+        }
+
+        var provider = GetProvider(conversation.ProviderId);
+        if (provider == null)
+        {
+            throw new InvalidOperationException($"Provider {conversation.ProviderId} not found");
+        }
+
+        // Create user message
+        var userMessage = new ImageGenerationMessage
+        {
+            ConversationId = conversationId,
+            Role = MessageRole.User,
+            TextContent = textPrompt,
+        };
+
+        // Handle image inputs if provided
+        List<ImageInputData>? inputImages = null;
+        if (imagePaths?.Count > 0)
+        {
+            inputImages = [];
+            foreach (var imagePath in imagePaths.Where(File.Exists))
+            {
+                var imageBytes = await File.ReadAllBytesAsync(imagePath, cancellationToken)
+                    .ConfigureAwait(false);
+                var base64 = Convert.ToBase64String(imageBytes);
+                var mimeType = GetMimeTypeFromPath(imagePath);
+
+                inputImages.Add(new ImageInputData { Base64Data = base64, MimeType = mimeType });
+
+                // Save reference to first input image in user message
+                if (inputImages.Count == 1)
+                {
+                    userMessage = userMessage with { ImagePath = imagePath, ImageMimeType = mimeType };
+                }
+            }
+        }
+
+        await database.Messages.InsertAsync(userMessage).ConfigureAwait(false);
+
+        // Get conversation history (load image files and convert to base64 for providers)
+        var previousMessages = await GetMessagesAsync(conversationId).ConfigureAwait(false);
+        logger.LogInformation(
+            "Building conversation history with {Count} previous messages",
+            previousMessages.Count - 1
+        );
+
+        var conversationHistory = new List<ConversationMessage>();
+
+        foreach (var m in previousMessages.Where(msg => msg.Id != userMessage.Id))
+        {
+            ImageInputData? imageContent = null;
+
+            // Load image from file if it exists
+            if (!string.IsNullOrEmpty(m.ImagePath) && File.Exists(m.ImagePath))
+            {
+                try
+                {
+                    var imageBytes = await File.ReadAllBytesAsync(m.ImagePath, cancellationToken)
+                        .ConfigureAwait(false);
+                    imageContent = new ImageInputData
+                    {
+                        Base64Data = Convert.ToBase64String(imageBytes),
+                        MimeType = m.ImageMimeType ?? "image/png",
+                        FilePath = m.ImagePath, // Include file path for local providers
+                    };
+
+                    logger.LogInformation(
+                        "Loaded history image for {Role} message: {ImagePath} ({Size} bytes)",
+                        m.Role,
+                        m.ImagePath,
+                        imageBytes.Length
+                    );
+                }
+                catch (Exception ex)
+                {
+                    logger.LogWarning(
+                        ex,
+                        "Failed to load conversation history image from {ImagePath}",
+                        m.ImagePath
+                    );
+                }
+            }
+
+            conversationHistory.Add(
+                new ConversationMessage
+                {
+                    Role = m.Role,
+                    TextContent = m.TextContent,
+                    ImageContent = imageContent,
+                }
+            );
+        }
+
+        // Build request
+        var request = new ImageGenerationRequest
+        {
+            TextPrompt = textPrompt,
+            InputImages = inputImages,
+            ConversationHistory = conversationHistory,
+            ProviderOptions = providerOptions,
+        };
+
+        // Generate response
+        logger.LogInformation(
+            "Generating image with provider {ProviderId} for conversation {ConversationId}",
+            provider.ProviderId,
+            conversationId
+        );
+
+        var response = await provider.GenerateAsync(request, cancellationToken).ConfigureAwait(false);
+
+        if (!response.IsSuccess)
+        {
+            logger.LogError("Image generation failed: {ErrorMessage}", response.ErrorMessage);
+
+            // Create error message
+            var errorMessage = new ImageGenerationMessage
+            {
+                ConversationId = conversationId,
+                Role = MessageRole.Assistant,
+                TextContent = $"Error: {response.ErrorMessage}",
+            };
+
+            await database.Messages.InsertAsync(errorMessage).ConfigureAwait(false);
+
+            // Update conversation
+            var updatedConversation = conversation with
+            {
+                UpdatedAt = DateTime.UtcNow,
+            };
+            await database.Conversations.UpdateAsync(updatedConversation).ConfigureAwait(false);
+
+            return (userMessage, errorMessage);
+        }
+
+        // Save generated images
+        string? savedImagePath = null;
+        if (response.Images?.Count > 0)
+        {
+            var outputDir = GetOutputDirectory();
+            Directory.CreateDirectory(outputDir);
+
+            var firstImage = response.Images[0];
+            var imageBytes = Convert.FromBase64String(firstImage.Base64Data);
+            var extension = GetExtensionFromMimeType(firstImage.MimeType);
+            var fileName = $"banana_{DateTime.UtcNow:yyyyMMdd_HHmmss}{extension}";
+            savedImagePath = Path.Combine(outputDir, fileName);
+
+            await File.WriteAllBytesAsync(savedImagePath, imageBytes, cancellationToken)
+                .ConfigureAwait(false);
+
+            logger.LogInformation("Saved generated image to {ImagePath}", savedImagePath);
+        }
+
+        // Create assistant message
+        var assistantMessage = new ImageGenerationMessage
+        {
+            ConversationId = conversationId,
+            Role = MessageRole.Assistant,
+            TextContent = response.TextResponse,
+            ImagePath = savedImagePath,
+            ImageMimeType = response.Images?.FirstOrDefault()?.MimeType,
+            ThinkingContent = response.ThinkingContent,
+        };
+
+        await database.Messages.InsertAsync(assistantMessage).ConfigureAwait(false);
+
+        // Update conversation title if this is the first exchange
+        if (previousMessages.Count == 0 && !string.IsNullOrEmpty(textPrompt))
+        {
+            var title = textPrompt.Length > 50 ? textPrompt[..50] + "..." : textPrompt;
+            conversation = conversation with { Title = title, UpdatedAt = DateTime.UtcNow };
+        }
+        else
+        {
+            conversation = conversation with { UpdatedAt = DateTime.UtcNow };
+        }
+
+        await database.Conversations.UpdateAsync(conversation).ConfigureAwait(false);
+
+        return (userMessage, assistantMessage);
+    }
+
+    public List<IImageGenerationProvider> GetAvailableProviders()
+    {
+        return providers;
+    }
+
+    public IImageGenerationProvider? GetProvider(string providerId)
+    {
+        return providers.FirstOrDefault(p => p.ProviderId == providerId);
+    }
+
+    private string GetOutputDirectory()
+    {
+        var outputDir = Path.Combine(settingsManager.ImagesDirectory, "BananaVision");
+        return outputDir;
+    }
+
+    private static string GetMimeTypeFromPath(string path)
+    {
+        var extension = Path.GetExtension(path).ToLowerInvariant();
+        return extension switch
+        {
+            ".png" => "image/png",
+            ".jpg" or ".jpeg" => "image/jpeg",
+            ".webp" => "image/webp",
+            ".gif" => "image/gif",
+            _ => "image/png",
+        };
+    }
+
+    private static string GetExtensionFromMimeType(string mimeType)
+    {
+        return mimeType switch
+        {
+            "image/png" => ".png",
+            "image/jpeg" => ".jpg",
+            "image/webp" => ".webp",
+            "image/gif" => ".gif",
+            _ => ".png",
+        };
+    }
+}
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationRequest.cs b/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationRequest.cs
new file mode 100644
index 000000000..5a4ca8227
--- /dev/null
+++ b/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationRequest.cs
@@ -0,0 +1,79 @@
+namespace StabilityMatrix.Core.Services.ImageGeneration;
+
+/// <summary>
+/// Request for image generation
+/// </summary>
+public record ImageGenerationRequest
+{
+    /// <summary>
+    /// Text prompt for generation
+    /// </summary>
+    public string? TextPrompt { get; init; }
+
+    /// <summary>
+    /// Input images for editing or composition (base64 encoded)
+    /// </summary>
+    public List<ImageInputData>? InputImages { get; init; }
+
+    /// <summary>
+    /// Previous conversation history for multi-turn support
+    /// </summary>
+    public List<ConversationMessage>? ConversationHistory { get; init; }
+
+    /// <summary>
+    /// Provider-specific configuration options
+    /// </summary>
+    public Dictionary<string, object>? ProviderOptions { get; init; }
+}
+
+/// <summary>
+/// Represents an input image with its data
+/// </summary>
+public record ImageInputData
+{
+    /// <summary>
+    /// Base64 encoded image data
+    /// </summary>
+    public required string Base64Data { get; init; }
+
+    /// <summary>
+    /// MIME type (e.g., "image/png", "image/jpeg")
+    /// </summary>
+    public required string MimeType { get; init; }
+
+    /// <summary>
+    /// Optional file path on disk (for local providers that can upload directly)
+    /// </summary>
+    public string? FilePath { get; init; }
+}
+
+/// <summary>
+/// Represents a message in the conversation history
+/// </summary>
+public record ConversationMessage
+{
+    /// <summary>
+    /// Role of the message sender
+    /// </summary>
+    public required MessageRole Role { get; init; }
+
+    /// <summary>
+    /// Text content of the message
+    /// </summary>
+    public string? TextContent { get; init; }
+
+    /// <summary>
+    /// Image content (base64 encoded)
+    /// </summary>
+    public ImageInputData? ImageContent { get; init; }
+}
+
+/// <summary>
+/// Role of a message sender
+/// </summary>
+public enum MessageRole
+{
+    User,
+    Assistant,
+    System,
+}
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationResponse.cs b/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationResponse.cs
new file mode 100644
index 000000000..fbbec49e7
--- /dev/null
+++ b/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationResponse.cs
@@ -0,0 +1,53 @@
+namespace StabilityMatrix.Core.Services.ImageGeneration;
+
+/// <summary>
+/// Response from image generation
+/// </summary>
+public record ImageGenerationResponse
+{
+    /// <summary>
+    /// Generated images (base64 encoded)
+    /// </summary>
+    public List<GeneratedImage>? Images { get; init; }
+
+    /// <summary>
+    /// Text response from the model (if any)
+    /// </summary>
+    public string? TextResponse { get; init; }
+
+    /// <summary>
+    /// Thinking/reasoning content from the model (Gemini 3 Pro)
+    /// </summary>
+    public string? ThinkingContent { get; init; }
+
+    /// <summary>
+    /// Whether the generation was successful
+    /// </summary>
+    public bool IsSuccess { get; init; }
+
+    /// <summary>
+    /// Error message if generation failed
+    /// </summary>
+    public string? ErrorMessage { get; init; }
+
+    /// <summary>
+    /// Provider-specific metadata
+    /// </summary>
+    public Dictionary<string, object>? Metadata { get; init; }
+}
+
+/// <summary>
+/// Represents a generated image
+/// </summary>
+public record GeneratedImage
+{
+    /// <summary>
+    /// Base64 encoded image data
+    /// </summary>
+    public required string Base64Data { get; init; }
+
+    /// <summary>
+    /// MIME type (e.g., "image/png", "image/jpeg")
+    /// </summary>
+    public required string MimeType { get; init; }
+}

From 201ea7679357d46f143ac4dac939670ba9603201 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 30 Nov 2025 17:25:32 -0800
Subject: [PATCH 030/218] allow switching providers, handle thought signatures
 from gemini, fix github rate limit spam, add drag n drop images, add paste
 image, and cleaned/tightened up stuffs

---
 .../Models/BananaVision/BananaVisionTypes.cs  |   61 +
 .../Services/DiscordRichPresenceService.cs    |   13 +-
 .../Services/FluxKontextModelManager.cs       |    3 +-
 .../Services/FluxKontextProvider.cs           |    4 +-
 .../Services/FluxKontextWorkflowBuilder.cs    |    5 +-
 .../Services/IDiscordRichPresenceService.cs   |    4 +-
 .../Services/IInferenceClientManager.cs       |    5 +-
 .../Services/ILocalProviderModelManager.cs    |    1 -
 .../Services/IModelDownloadLinkHandler.cs     |    4 +-
 .../Services/IModelImportService.cs           |    5 +-
 .../Services/INavigationService.cs            |    3 +-
 .../Services/INotificationService.cs          |    4 +-
 .../Services/InferenceClientManager.cs        |    8 +-
 .../Services/ModelDownloadLinkHandler.cs      |   76 +-
 .../Services/NavigationService.cs             |    4 +-
 .../Services/NotificationService.cs           |   62 +-
 .../Services/QwenImageEditModelManager.cs     |    3 +-
 .../Services/QwenImageEditProvider.cs         |    6 +-
 .../Services/QwenImageEditWorkflowBuilder.cs  |    4 +-
 .../BananaVisionPageViewModel.Downloads.cs    |  218 +++
 .../BananaVisionPageViewModel.Models.cs       |  279 ++++
 .../ViewModels/BananaVisionPageViewModel.cs   | 1284 +++++++----------
 .../Views/BananaVisionPage.axaml              |  590 ++++++--
 .../Views/BananaVisionPage.axaml.cs           |  151 +-
 .../Helper/Cache/GithubApiCache.cs            |  119 +-
 .../Gemini/GeminiGenerateContentRequest.cs    |    9 +
 .../Database/ImageGenerationConversation.cs   |    5 +-
 .../Models/Database/ImageGenerationMessage.cs |    7 +
 .../BananaVisionProviderIds.cs                |   43 +
 .../Gemini3ProImageGenerationProvider.cs      |   38 +-
 .../GeminiImageGenerationProvider.cs          |   25 +-
 .../IImageGenerationChatService.cs            |   33 +-
 .../ImageGenerationChatService.cs             |  277 +++-
 .../ImageGenerationException.cs               |   13 +
 .../ImageGeneration/ImageGenerationRequest.cs |   12 +
 .../ImageGenerationResponse.cs                |   13 +
 36 files changed, 2364 insertions(+), 1027 deletions(-)
 create mode 100644 StabilityMatrix.Avalonia/Models/BananaVision/BananaVisionTypes.cs
 create mode 100644 StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.Downloads.cs
 create mode 100644 StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.Models.cs
 create mode 100644 StabilityMatrix.Core/Services/ImageGeneration/BananaVisionProviderIds.cs
 create mode 100644 StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationException.cs

diff --git a/StabilityMatrix.Avalonia/Models/BananaVision/BananaVisionTypes.cs b/StabilityMatrix.Avalonia/Models/BananaVision/BananaVisionTypes.cs
new file mode 100644
index 000000000..76f31a672
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Models/BananaVision/BananaVisionTypes.cs
@@ -0,0 +1,61 @@
+using System;
+using Avalonia.Media.Imaging;
+using CommunityToolkit.Mvvm.ComponentModel;
+using StabilityMatrix.Core.Models;
+
+namespace StabilityMatrix.Avalonia.Models.BananaVision;
+
+/// <summary>
+/// Represents an image pending to be sent with the next message
+/// </summary>
+public class PendingImage : IDisposable
+{
+    public required string FilePath { get; init; }
+    public required Bitmap Bitmap { get; init; }
+
+    private bool _disposed;
+
+    public void Dispose()
+    {
+        if (_disposed)
+            return;
+
+        Bitmap.Dispose();
+        _disposed = true;
+        GC.SuppressFinalize(this);
+    }
+}
+
+/// <summary>
+/// Represents a provider for display in the ComboBox
+/// </summary>
+public record ProviderDisplayItem(string Id, string DisplayName)
+{
+    public override string ToString() => DisplayName;
+}
+
+/// <summary>
+/// Represents a selected LoRA with weight settings
+/// </summary>
+public partial class SelectedLora : ObservableObject
+{
+    public required HybridModelFile Model { get; init; }
+
+    [ObservableProperty]
+    private decimal modelWeight = 1.0m;
+
+    [ObservableProperty]
+    private decimal clipWeight = 1.0m;
+
+    public string DisplayName => Model.Local?.DisplayModelName ?? Model.ShortDisplayName;
+}
+
+/// <summary>
+/// Represents an aspect ratio option for image generation
+/// </summary>
+public record AspectRatioOption(string Ratio, string Description, int Width, int Height)
+{
+    public string DisplayName => $"{Ratio} - {Description} ({Width}x{Height})";
+
+    public override string ToString() => DisplayName;
+}
diff --git a/StabilityMatrix.Avalonia/Services/DiscordRichPresenceService.cs b/StabilityMatrix.Avalonia/Services/DiscordRichPresenceService.cs
index 21d941546..19de6aed3 100644
--- a/StabilityMatrix.Avalonia/Services/DiscordRichPresenceService.cs
+++ b/StabilityMatrix.Avalonia/Services/DiscordRichPresenceService.cs
@@ -1,5 +1,4 @@
-using System;
-using DiscordRPC;
+using DiscordRPC;
 using DiscordRPC.Logging;
 using DiscordRPC.Message;
 using Microsoft.Extensions.Logging;
@@ -30,8 +29,8 @@ public class DiscordRichPresenceService : IDiscordRichPresenceService
             },
             Buttons = new[]
             {
-                new Button { Label = "GitHub", Url = "https://github.com/LykosAI/StabilityMatrix", }
-            }
+                new Button { Label = "GitHub", Url = "https://github.com/LykosAI/StabilityMatrix" },
+            },
         };
 
     public DiscordRichPresenceService(
@@ -111,7 +110,7 @@ private void OnRunningPackageStatusChanged(object? sender, RunningPackageStatusC
                 VoltaML => "VoltaML",
                 VladAutomatic => "SD.Next Web UI",
                 A3WebUI => "Automatic1111 Web UI",
-                _ => "Stable Diffusion"
+                _ => "Stable Diffusion",
             };
 
             presence.State = $"Running {packageTitle}";
@@ -122,13 +121,13 @@ private void OnRunningPackageStatusChanged(object? sender, RunningPackageStatusC
                 ComfyUI => "fa_diagram_project",
                 VoltaML => "ic_package_voltaml",
                 InvokeAI => "ic_package_invokeai",
-                _ => "ic_fluent_box_512_filled"
+                _ => "ic_fluent_box_512_filled",
             };
 
             presence.WithTimestamps(
                 new Timestamps
                 {
-                    StartUnixMilliseconds = (ulong?)DateTimeOffset.UtcNow.ToUnixTimeMilliseconds()
+                    StartUnixMilliseconds = (ulong?)DateTimeOffset.UtcNow.ToUnixTimeMilliseconds(),
                 }
             );
 
diff --git a/StabilityMatrix.Avalonia/Services/FluxKontextModelManager.cs b/StabilityMatrix.Avalonia/Services/FluxKontextModelManager.cs
index 3121a2940..1e4e8c689 100644
--- a/StabilityMatrix.Avalonia/Services/FluxKontextModelManager.cs
+++ b/StabilityMatrix.Avalonia/Services/FluxKontextModelManager.cs
@@ -1,4 +1,3 @@
-using StabilityMatrix.Avalonia.Models;
 using StabilityMatrix.Core.Helper;
 using StabilityMatrix.Core.Models;
 using StabilityMatrix.Core.Services.ImageGeneration;
@@ -10,7 +9,7 @@ namespace StabilityMatrix.Avalonia.Services;
 /// </summary>
 public class FluxKontextModelManager : ILocalProviderModelManager
 {
-    public string ProviderId => "flux-kontext";
+    public string ProviderId => BananaVisionProviderIds.FluxKontext;
 
     public string ProviderDisplayName => "Flux Kontext";
 
diff --git a/StabilityMatrix.Avalonia/Services/FluxKontextProvider.cs b/StabilityMatrix.Avalonia/Services/FluxKontextProvider.cs
index 32a0c3093..c3b200af2 100644
--- a/StabilityMatrix.Avalonia/Services/FluxKontextProvider.cs
+++ b/StabilityMatrix.Avalonia/Services/FluxKontextProvider.cs
@@ -1,5 +1,5 @@
 using Microsoft.Extensions.Logging;
-using StabilityMatrix.Avalonia.ViewModels;
+using StabilityMatrix.Avalonia.Models.BananaVision;
 using StabilityMatrix.Core.Models;
 using StabilityMatrix.Core.Services.ImageGeneration;
 
@@ -11,7 +11,7 @@ namespace StabilityMatrix.Avalonia.Services;
 public class FluxKontextProvider(ILogger<FluxKontextProvider> logger, IInferenceClientManager clientManager)
     : IImageGenerationProvider
 {
-    public string ProviderId => "flux-kontext";
+    public string ProviderId => BananaVisionProviderIds.FluxKontext;
     public string ProviderName => "Flux Kontext (Local)";
     public bool SupportsImageInput => true;
     public bool SupportsMultiTurn => true;
diff --git a/StabilityMatrix.Avalonia/Services/FluxKontextWorkflowBuilder.cs b/StabilityMatrix.Avalonia/Services/FluxKontextWorkflowBuilder.cs
index 8cdf245c9..4bca4a82a 100644
--- a/StabilityMatrix.Avalonia/Services/FluxKontextWorkflowBuilder.cs
+++ b/StabilityMatrix.Avalonia/Services/FluxKontextWorkflowBuilder.cs
@@ -1,8 +1,5 @@
-using StabilityMatrix.Avalonia.Models;
-using StabilityMatrix.Avalonia.Services;
-using StabilityMatrix.Avalonia.ViewModels;
+using StabilityMatrix.Avalonia.Models.BananaVision;
 using StabilityMatrix.Core.Models;
-using StabilityMatrix.Core.Models.Api.Comfy;
 using StabilityMatrix.Core.Models.Api.Comfy.Nodes;
 using StabilityMatrix.Core.Models.Api.Comfy.NodeTypes;
 using StabilityMatrix.Core.Services.ImageGeneration;
diff --git a/StabilityMatrix.Avalonia/Services/IDiscordRichPresenceService.cs b/StabilityMatrix.Avalonia/Services/IDiscordRichPresenceService.cs
index 62a958511..1dc1e97f6 100644
--- a/StabilityMatrix.Avalonia/Services/IDiscordRichPresenceService.cs
+++ b/StabilityMatrix.Avalonia/Services/IDiscordRichPresenceService.cs
@@ -1,6 +1,4 @@
-using System;
-
-namespace StabilityMatrix.Avalonia.Services;
+namespace StabilityMatrix.Avalonia.Services;
 
 public interface IDiscordRichPresenceService : IDisposable
 {
diff --git a/StabilityMatrix.Avalonia/Services/IInferenceClientManager.cs b/StabilityMatrix.Avalonia/Services/IInferenceClientManager.cs
index 235de06bf..44ed920fa 100644
--- a/StabilityMatrix.Avalonia/Services/IInferenceClientManager.cs
+++ b/StabilityMatrix.Avalonia/Services/IInferenceClientManager.cs
@@ -1,8 +1,5 @@
-using System;
-using System.ComponentModel;
+using System.ComponentModel;
 using System.Diagnostics.CodeAnalysis;
-using System.Threading;
-using System.Threading.Tasks;
 using DynamicData;
 using DynamicData.Binding;
 using StabilityMatrix.Avalonia.Models;
diff --git a/StabilityMatrix.Avalonia/Services/ILocalProviderModelManager.cs b/StabilityMatrix.Avalonia/Services/ILocalProviderModelManager.cs
index 6298ee226..f64c01ef9 100644
--- a/StabilityMatrix.Avalonia/Services/ILocalProviderModelManager.cs
+++ b/StabilityMatrix.Avalonia/Services/ILocalProviderModelManager.cs
@@ -1,5 +1,4 @@
 using StabilityMatrix.Core.Models;
-using StabilityMatrix.Core.Services.ImageGeneration;
 
 namespace StabilityMatrix.Avalonia.Services;
 
diff --git a/StabilityMatrix.Avalonia/Services/IModelDownloadLinkHandler.cs b/StabilityMatrix.Avalonia/Services/IModelDownloadLinkHandler.cs
index dfea3c3f9..aa6b863c3 100644
--- a/StabilityMatrix.Avalonia/Services/IModelDownloadLinkHandler.cs
+++ b/StabilityMatrix.Avalonia/Services/IModelDownloadLinkHandler.cs
@@ -1,6 +1,4 @@
-using System.Threading.Tasks;
-
-namespace StabilityMatrix.Avalonia.Services;
+namespace StabilityMatrix.Avalonia.Services;
 
 public interface IModelDownloadLinkHandler
 {
diff --git a/StabilityMatrix.Avalonia/Services/IModelImportService.cs b/StabilityMatrix.Avalonia/Services/IModelImportService.cs
index 190d36815..4988be519 100644
--- a/StabilityMatrix.Avalonia/Services/IModelImportService.cs
+++ b/StabilityMatrix.Avalonia/Services/IModelImportService.cs
@@ -1,7 +1,4 @@
-using System;
-using System.Collections.Generic;
-using System.Threading.Tasks;
-using StabilityMatrix.Avalonia.ViewModels.Inference;
+using StabilityMatrix.Avalonia.ViewModels.Inference;
 using StabilityMatrix.Core.Models;
 using StabilityMatrix.Core.Models.Api;
 using StabilityMatrix.Core.Models.Api.OpenModelsDb;
diff --git a/StabilityMatrix.Avalonia/Services/INavigationService.cs b/StabilityMatrix.Avalonia/Services/INavigationService.cs
index 690966da4..4d70a8d4e 100644
--- a/StabilityMatrix.Avalonia/Services/INavigationService.cs
+++ b/StabilityMatrix.Avalonia/Services/INavigationService.cs
@@ -1,5 +1,4 @@
-using System;
-using System.Diagnostics.CodeAnalysis;
+using System.Diagnostics.CodeAnalysis;
 using FluentAvalonia.UI.Controls;
 using FluentAvalonia.UI.Media.Animation;
 using StabilityMatrix.Avalonia.Models;
diff --git a/StabilityMatrix.Avalonia/Services/INotificationService.cs b/StabilityMatrix.Avalonia/Services/INotificationService.cs
index 77f63f60d..1a81dba60 100644
--- a/StabilityMatrix.Avalonia/Services/INotificationService.cs
+++ b/StabilityMatrix.Avalonia/Services/INotificationService.cs
@@ -1,6 +1,4 @@
-using System;
-using System.Threading.Tasks;
-using Avalonia;
+using Avalonia;
 using Avalonia.Controls.Notifications;
 using Microsoft.Extensions.Logging;
 using StabilityMatrix.Core.Exceptions;
diff --git a/StabilityMatrix.Avalonia/Services/InferenceClientManager.cs b/StabilityMatrix.Avalonia/Services/InferenceClientManager.cs
index 4804b7b3e..9dc5963ea 100644
--- a/StabilityMatrix.Avalonia/Services/InferenceClientManager.cs
+++ b/StabilityMatrix.Avalonia/Services/InferenceClientManager.cs
@@ -1,11 +1,5 @@
-using System;
-using System.Collections.Generic;
-using System.Diagnostics.CodeAnalysis;
-using System.IO;
-using System.Linq;
+using System.Diagnostics.CodeAnalysis;
 using System.Reactive.Linq;
-using System.Threading;
-using System.Threading.Tasks;
 using AsyncAwaitBestPractices;
 using Avalonia.Threading;
 using CommunityToolkit.Mvvm.ComponentModel;
diff --git a/StabilityMatrix.Avalonia/Services/ModelDownloadLinkHandler.cs b/StabilityMatrix.Avalonia/Services/ModelDownloadLinkHandler.cs
index 8a7715848..0754ffaee 100644
--- a/StabilityMatrix.Avalonia/Services/ModelDownloadLinkHandler.cs
+++ b/StabilityMatrix.Avalonia/Services/ModelDownloadLinkHandler.cs
@@ -1,8 +1,4 @@
-using System;
-using System.IO;
-using System.Linq;
-using System.Threading.Tasks;
-using System.Web;
+using System.Web;
 using Avalonia.Controls.Notifications;
 using Avalonia.Threading;
 using Injectio.Attributes;
@@ -74,26 +70,24 @@ private void UriReceivedHandler(Uri receivedUri)
         {
             logger.LogError("ModelDownloadLinkHandler: Invalid query parameters");
 
-            Dispatcher.UIThread.Post(
-                () =>
-                    notificationService.Show(
-                        new Notification(
-                            "Invalid Download Link",
-                            "The download link is invalid",
-                            NotificationType.Error
-                        )
+            Dispatcher.UIThread.Post(() =>
+                notificationService.Show(
+                    new Notification(
+                        "Invalid Download Link",
+                        "The download link is invalid",
+                        NotificationType.Error
                     )
+                )
             );
             return;
         }
 
-        Dispatcher.UIThread.Post(
-            () =>
-                notificationService.Show(
-                    "Link Received",
-                    "Successfully received download link",
-                    NotificationType.Warning
-                )
+        Dispatcher.UIThread.Post(() =>
+            notificationService.Show(
+                "Link Received",
+                "Successfully received download link",
+                NotificationType.Warning
+            )
         );
 
         var modelTask = civitApi.GetModelById(modelId);
@@ -110,27 +104,26 @@ private void UriReceivedHandler(Uri receivedUri)
         if (modelVersion is null)
         {
             logger.LogError("ModelDownloadLinkHandler: Model version not found");
-            Dispatcher.UIThread.Post(
-                () =>
-                    notificationService.Show(
-                        new Notification(
-                            "Model has no versions available",
-                            "This model has no versions available for download",
-                            NotificationType.Error
-                        )
+            Dispatcher.UIThread.Post(() =>
+                notificationService.Show(
+                    new Notification(
+                        "Model has no versions available",
+                        "This model has no versions available for download",
+                        NotificationType.Error
                     )
+                )
             );
             return;
         }
 
-        var possibleFiles = modelVersion.Files?.Where(
-            x => x.Type == civitFileType && x.Metadata.Format == civitFormat
+        var possibleFiles = modelVersion.Files?.Where(x =>
+            x.Type == civitFileType && x.Metadata.Format == civitFormat
         );
 
         if (!string.IsNullOrWhiteSpace(fp))
         {
-            possibleFiles = possibleFiles?.Where(
-                x => x.Metadata.Fp != null && x.Metadata.Fp.Equals(fp, StringComparison.OrdinalIgnoreCase)
+            possibleFiles = possibleFiles?.Where(x =>
+                x.Metadata.Fp != null && x.Metadata.Fp.Equals(fp, StringComparison.OrdinalIgnoreCase)
             );
         }
 
@@ -143,15 +136,14 @@ private void UriReceivedHandler(Uri receivedUri)
 
         if (possibleFiles is null)
         {
-            Dispatcher.UIThread.Post(
-                () =>
-                    notificationService.Show(
-                        new Notification(
-                            "Model has no files available",
-                            "This model has no files available for download",
-                            NotificationType.Error
-                        )
+            Dispatcher.UIThread.Post(() =>
+                notificationService.Show(
+                    new Notification(
+                        "Model has no files available",
+                        "This model has no files available for download",
+                        NotificationType.Error
                     )
+                )
             );
             logger.LogError("ModelDownloadLinkHandler: Model file not found");
             return;
@@ -174,8 +166,8 @@ private void UriReceivedHandler(Uri receivedUri)
         );
         importTask.Wait();
 
-        Dispatcher.UIThread.Post(
-            () => notificationService.Show("Download Started", $"Downloading {selectedFile.Name}")
+        Dispatcher.UIThread.Post(() =>
+            notificationService.Show("Download Started", $"Downloading {selectedFile.Name}")
         );
     }
 }
diff --git a/StabilityMatrix.Avalonia/Services/NavigationService.cs b/StabilityMatrix.Avalonia/Services/NavigationService.cs
index fdeea33ac..d1cba353a 100644
--- a/StabilityMatrix.Avalonia/Services/NavigationService.cs
+++ b/StabilityMatrix.Avalonia/Services/NavigationService.cs
@@ -1,6 +1,4 @@
-using System;
-using System.Linq;
-using Avalonia.Controls;
+using Avalonia.Controls;
 using FluentAvalonia.UI.Controls;
 using FluentAvalonia.UI.Media.Animation;
 using FluentAvalonia.UI.Navigation;
diff --git a/StabilityMatrix.Avalonia/Services/NotificationService.cs b/StabilityMatrix.Avalonia/Services/NotificationService.cs
index c65d91f77..67ed575b6 100644
--- a/StabilityMatrix.Avalonia/Services/NotificationService.cs
+++ b/StabilityMatrix.Avalonia/Services/NotificationService.cs
@@ -1,6 +1,4 @@
-using System;
-using System.Threading.Tasks;
-using Avalonia;
+using Avalonia;
 using Avalonia.Controls;
 using Avalonia.Controls.Notifications;
 using Avalonia.Threading;
@@ -41,7 +39,7 @@ public void Initialize(
         notificationManager = new WindowNotificationManager(TopLevel.GetTopLevel(visual))
         {
             Position = position,
-            MaxItems = maxItems
+            MaxItems = maxItems,
         };
     }
 
@@ -94,25 +92,23 @@ bool isPersistent
                     // Show app toast
                     if (isPersistent)
                     {
-                        Dispatcher.UIThread.Invoke(
-                            () =>
-                                ShowPersistent(
-                                    notification.Title ?? "",
-                                    notification.Body ?? "",
-                                    key.Level.ToNotificationType()
-                                )
+                        Dispatcher.UIThread.Invoke(() =>
+                            ShowPersistent(
+                                notification.Title ?? "",
+                                notification.Body ?? "",
+                                key.Level.ToNotificationType()
+                            )
                         );
                     }
                     else
                     {
-                        Dispatcher.UIThread.Invoke(
-                            () =>
-                                Show(
-                                    notification.Title ?? "",
-                                    notification.Body ?? "",
-                                    key.Level.ToNotificationType(),
-                                    expiration
-                                )
+                        Dispatcher.UIThread.Invoke(() =>
+                            Show(
+                                notification.Title ?? "",
+                                notification.Body ?? "",
+                                key.Level.ToNotificationType(),
+                                expiration
+                            )
                         );
                     }
                     return;
@@ -130,25 +126,23 @@ await nativeManager.ShowNotification(
                 // Show app toast
                 if (isPersistent)
                 {
-                    Dispatcher.UIThread.Invoke(
-                        () =>
-                            ShowPersistent(
-                                notification.Title ?? "",
-                                notification.Body ?? "",
-                                key.Level.ToNotificationType()
-                            )
+                    Dispatcher.UIThread.Invoke(() =>
+                        ShowPersistent(
+                            notification.Title ?? "",
+                            notification.Body ?? "",
+                            key.Level.ToNotificationType()
+                        )
                     );
                 }
                 else
                 {
-                    Dispatcher.UIThread.Invoke(
-                        () =>
-                            Show(
-                                notification.Title ?? "",
-                                notification.Body ?? "",
-                                key.Level.ToNotificationType(),
-                                expiration
-                            )
+                    Dispatcher.UIThread.Invoke(() =>
+                        Show(
+                            notification.Title ?? "",
+                            notification.Body ?? "",
+                            key.Level.ToNotificationType(),
+                            expiration
+                        )
                     );
                 }
 
diff --git a/StabilityMatrix.Avalonia/Services/QwenImageEditModelManager.cs b/StabilityMatrix.Avalonia/Services/QwenImageEditModelManager.cs
index f420f8d4b..db9f240b8 100644
--- a/StabilityMatrix.Avalonia/Services/QwenImageEditModelManager.cs
+++ b/StabilityMatrix.Avalonia/Services/QwenImageEditModelManager.cs
@@ -1,4 +1,3 @@
-using StabilityMatrix.Avalonia.Models;
 using StabilityMatrix.Core.Helper;
 using StabilityMatrix.Core.Models;
 using StabilityMatrix.Core.Services.ImageGeneration;
@@ -10,7 +9,7 @@ namespace StabilityMatrix.Avalonia.Services;
 /// </summary>
 public class QwenImageEditModelManager : ILocalProviderModelManager
 {
-    public string ProviderId => "qwen-image-edit";
+    public string ProviderId => BananaVisionProviderIds.QwenImageEdit;
 
     public string ProviderDisplayName => "Qwen Image Edit";
 
diff --git a/StabilityMatrix.Avalonia/Services/QwenImageEditProvider.cs b/StabilityMatrix.Avalonia/Services/QwenImageEditProvider.cs
index 7e4f4163a..dd2ce4ea9 100644
--- a/StabilityMatrix.Avalonia/Services/QwenImageEditProvider.cs
+++ b/StabilityMatrix.Avalonia/Services/QwenImageEditProvider.cs
@@ -1,8 +1,6 @@
 using Microsoft.Extensions.Logging;
-using StabilityMatrix.Avalonia.ViewModels;
+using StabilityMatrix.Avalonia.Models.BananaVision;
 using StabilityMatrix.Core.Models;
-using StabilityMatrix.Core.Models.Api.Comfy;
-using StabilityMatrix.Core.Services;
 using StabilityMatrix.Core.Services.ImageGeneration;
 
 namespace StabilityMatrix.Avalonia.Services;
@@ -15,7 +13,7 @@ public class QwenImageEditProvider(
     IInferenceClientManager clientManager
 ) : IImageGenerationProvider
 {
-    public string ProviderId => "qwen-image-edit";
+    public string ProviderId => BananaVisionProviderIds.QwenImageEdit;
     public string ProviderName => "Qwen Image Edit (Local)";
     public bool SupportsImageInput => true;
     public bool SupportsMultiTurn => true;
diff --git a/StabilityMatrix.Avalonia/Services/QwenImageEditWorkflowBuilder.cs b/StabilityMatrix.Avalonia/Services/QwenImageEditWorkflowBuilder.cs
index beba0e3a7..a423983f7 100644
--- a/StabilityMatrix.Avalonia/Services/QwenImageEditWorkflowBuilder.cs
+++ b/StabilityMatrix.Avalonia/Services/QwenImageEditWorkflowBuilder.cs
@@ -1,7 +1,5 @@
-using StabilityMatrix.Avalonia.Models;
-using StabilityMatrix.Avalonia.ViewModels;
+using StabilityMatrix.Avalonia.Models.BananaVision;
 using StabilityMatrix.Core.Models;
-using StabilityMatrix.Core.Models.Api.Comfy;
 using StabilityMatrix.Core.Models.Api.Comfy.Nodes;
 using StabilityMatrix.Core.Models.Api.Comfy.NodeTypes;
 using StabilityMatrix.Core.Services.ImageGeneration;
diff --git a/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.Downloads.cs b/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.Downloads.cs
new file mode 100644
index 000000000..f1c1757eb
--- /dev/null
+++ b/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.Downloads.cs
@@ -0,0 +1,218 @@
+using AsyncAwaitBestPractices;
+using Avalonia.Controls.Notifications;
+using Avalonia.Threading;
+using CommunityToolkit.Mvvm.ComponentModel;
+using CommunityToolkit.Mvvm.Input;
+using FluentAvalonia.UI.Controls;
+using Microsoft.Extensions.DependencyInjection;
+using Microsoft.Extensions.Logging;
+using StabilityMatrix.Avalonia.Services;
+using StabilityMatrix.Avalonia.ViewModels.Dialogs;
+using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.Progress;
+using StabilityMatrix.Core.Services.ImageGeneration;
+
+namespace StabilityMatrix.Avalonia.ViewModels;
+
+public partial class BananaVisionPageViewModel
+{
+    /// <summary>
+    /// Whether there are missing models that can be downloaded
+    /// </summary>
+    [ObservableProperty]
+    public partial bool HasMissingModels { get; set; }
+
+    /// <summary>
+    /// Check for missing models and auto-show the download dialog if needed
+    /// </summary>
+    private async Task CheckAndShowMissingModelsDialogAsync()
+    {
+        // Don't show if we've already shown it this session
+        if (hasShownMissingModelsDialog)
+            return;
+
+        // Wait a moment for connection status to settle
+        await Task.Delay(500);
+
+        // Only show if connected and models are missing
+        if (!ClientManager.IsConnected || !HasMissingModels)
+            return;
+
+        hasShownMissingModelsDialog = true;
+        await ShowMissingModelsDialogAsync();
+    }
+
+    /// <summary>
+    /// Show the missing models download dialog
+    /// </summary>
+    [RelayCommand]
+    private async Task ShowMissingModelsDialogAsync()
+    {
+        if (!ClientManager.IsConnected)
+        {
+            notificationService.Show(
+                "Not Connected",
+                "Please connect to ComfyUI first to check for missing models.",
+                NotificationType.Warning
+            );
+            return;
+        }
+
+        // Get the model manager for the current provider
+        var modelManager = LocalProviderModelManagerRegistry.GetManager(SelectedProviderId);
+        if (modelManager == null)
+        {
+            logger.LogWarning("No model manager found for provider {ProviderId}", SelectedProviderId);
+            return;
+        }
+
+        var missingModels = modelManager.GetMissingModels(ClientManager).ToList();
+
+        if (missingModels.Count == 0)
+        {
+            notificationService.Show(
+                "All Models Present",
+                "All required models are already installed!",
+                NotificationType.Success
+            );
+            return;
+        }
+
+        logger.LogInformation(
+            "Showing missing models dialog for {Provider} with {Count} models",
+            modelManager.ProviderDisplayName,
+            missingModels.Count
+        );
+
+        // Create and configure the dialog using manager's properties
+        var dialogVm = vmFactory.Get<DownloadMissingModelsViewModel>();
+        dialogVm.DialogTitle = $"{modelManager.ProviderDisplayName} Setup";
+        dialogVm.Description = modelManager.DownloadDialogDescription;
+        dialogVm.SetModels(missingModels);
+
+        var dialog = dialogVm.GetDialog();
+        var result = await dialog.ShowAsync();
+
+        // If user clicked Download, start the downloads
+        if (result == ContentDialogResult.Primary && dialogVm.SelectedCount > 0)
+        {
+            // Start downloads (runs in background via TrackedDownloadService)
+            var downloads = await dialogVm.StartDownloadsAsync();
+
+            if (downloads.Count > 0)
+            {
+                notificationService.Show(
+                    "Downloads Started",
+                    $"Downloading {downloads.Count} model(s). Check the progress panel for status.",
+                    NotificationType.Information
+                );
+
+                // Track completion of all downloads
+                TrackDownloadCompletionAsync(downloads, modelManager.ProviderDisplayName)
+                    .SafeFireAndForget(ex =>
+                    {
+                        logger.LogError(ex, "Failed to track download completion");
+                    });
+            }
+        }
+    }
+
+    /// <summary>
+    /// Track when all downloads complete and show notification
+    /// </summary>
+    private async Task TrackDownloadCompletionAsync(
+        List<TrackedDownload> downloads,
+        string providerDisplayName
+    )
+    {
+        var completionTasks = downloads
+            .Select(d =>
+            {
+                var tcs = new TaskCompletionSource<bool>();
+
+                d.ProgressStateChanged += (s, state) =>
+                {
+                    if (state is ProgressState.Success or ProgressState.Failed or ProgressState.Cancelled)
+                    {
+                        tcs.TrySetResult(state == ProgressState.Success);
+                    }
+                };
+
+                // Check if already completed
+                if (
+                    d.ProgressState
+                    is ProgressState.Success
+                        or ProgressState.Failed
+                        or ProgressState.Cancelled
+                )
+                {
+                    tcs.TrySetResult(d.ProgressState == ProgressState.Success);
+                }
+
+                return tcs.Task;
+            })
+            .ToList();
+
+        // Wait for all downloads to complete
+        var results = await Task.WhenAll(completionTasks);
+        var successCount = results.Count(r => r);
+        var failCount = results.Count(r => !r);
+
+        logger.LogInformation(
+            "Model downloads completed: {Success} succeeded, {Failed} failed",
+            successCount,
+            failCount
+        );
+
+        // Refresh model index
+        await modelIndexService.RefreshIndex();
+
+        // Reconnect to ComfyUI to refresh model lists
+        if (ClientManager.IsConnected)
+        {
+            try
+            {
+                await ClientManager.ConnectAsync();
+            }
+            catch (Exception ex)
+            {
+                logger.LogWarning(ex, "Failed to reconnect after model download");
+            }
+        }
+
+        // Update status on UI thread
+        await Dispatcher.UIThread.InvokeAsync(() =>
+        {
+            UpdateProviderStatus();
+            LoadAvailableFluxModels();
+            LoadAvailableQwenModels();
+        });
+
+        // Show completion notification
+        if (failCount == 0 && successCount > 0)
+        {
+            notificationService.Show(
+                "Models Ready! 🎉",
+                $"All required models have been downloaded. {providerDisplayName} is ready to use!",
+                NotificationType.Success,
+                TimeSpan.FromSeconds(8)
+            );
+        }
+        else if (successCount > 0)
+        {
+            notificationService.Show(
+                "Downloads Partially Complete",
+                $"{successCount} model(s) downloaded, {failCount} failed. Check the progress panel for details.",
+                NotificationType.Warning
+            );
+        }
+        else
+        {
+            notificationService.Show(
+                "Downloads Failed",
+                "All model downloads failed. Please check your connection and try again.",
+                NotificationType.Error
+            );
+        }
+    }
+}
diff --git a/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.Models.cs b/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.Models.cs
new file mode 100644
index 000000000..ca1d843db
--- /dev/null
+++ b/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.Models.cs
@@ -0,0 +1,279 @@
+using System.Collections.ObjectModel;
+using Avalonia;
+using Avalonia.Controls;
+using Avalonia.Controls.Notifications;
+using Avalonia.Layout;
+using Avalonia.Styling;
+using CommunityToolkit.Mvvm.Input;
+using FluentAvalonia.UI.Controls;
+using Microsoft.Extensions.Logging;
+using StabilityMatrix.Avalonia.Controls;
+using StabilityMatrix.Avalonia.Models.BananaVision;
+using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Services.ImageGeneration;
+
+namespace StabilityMatrix.Avalonia.ViewModels;
+
+public partial class BananaVisionPageViewModel
+{
+    /// <summary>
+    /// Sorts models by connected status first, then alphabetically by display name
+    /// </summary>
+    private static IOrderedEnumerable<HybridModelFile> SortModelsByConnectedThenName(
+        IEnumerable<HybridModelFile> models
+    )
+    {
+        return models
+            .OrderByDescending(m => m.Local?.ConnectedModelInfo != null)
+            .ThenBy(m => m.Local?.DisplayModelName ?? m.ShortDisplayName);
+    }
+
+    /// <summary>
+    /// Populates a collection with sorted models from multiple priority groups
+    /// </summary>
+    private static void PopulateModelCollection(
+        ObservableCollection<HybridModelFile> collection,
+        params IEnumerable<HybridModelFile>[] modelGroups
+    )
+    {
+        collection.Clear();
+        foreach (var group in modelGroups)
+        {
+            foreach (var model in SortModelsByConnectedThenName(group))
+            {
+                collection.Add(model);
+            }
+        }
+    }
+
+    /// <summary>
+    /// Loads available Flux Kontext models from the DiffusionModels folder using local model index
+    /// </summary>
+    private void LoadAvailableFluxModels()
+    {
+        // Categorize UNet models
+        var kontextModels = new List<HybridModelFile>();
+        var untaggedModels = new List<HybridModelFile>();
+
+        foreach (
+            var model in modelIndexService
+                .FindByModelType(SharedFolderType.DiffusionModels)
+                .Select(HybridModelFile.FromLocal)
+        )
+        {
+            var baseModel = model.Local?.ConnectedModelInfo?.BaseModel;
+
+            if (baseModel?.Contains("Kontext", StringComparison.OrdinalIgnoreCase) == true)
+            {
+                kontextModels.Add(model);
+            }
+            else if (string.IsNullOrEmpty(baseModel))
+            {
+                // Also check filename for "kontext" as fallback
+                if (model.FileName.Contains("kontext", StringComparison.OrdinalIgnoreCase))
+                {
+                    kontextModels.Add(model);
+                }
+                else
+                {
+                    untaggedModels.Add(model);
+                }
+            }
+        }
+
+        PopulateModelCollection(AvailableFluxModels, kontextModels, untaggedModels);
+
+        // Auto-select first Kontext model if available
+        if (SelectedFluxModel == null && AvailableFluxModels.Count > 0)
+        {
+            SelectedFluxModel =
+                AvailableFluxModels.FirstOrDefault(m =>
+                    m.FileName.Contains("kontext", StringComparison.OrdinalIgnoreCase)
+                ) ?? AvailableFluxModels.First();
+        }
+
+        // Categorize LoRA models - prioritize Flux Kontext, then Flux, then untagged
+        var kontextLoras = new List<HybridModelFile>();
+        var fluxLoras = new List<HybridModelFile>();
+        var untaggedLoras = new List<HybridModelFile>();
+
+        foreach (
+            var lora in modelIndexService
+                .FindByModelType(SharedFolderType.Lora | SharedFolderType.LyCORIS)
+                .Select(HybridModelFile.FromLocal)
+        )
+        {
+            var baseModel = lora.Local?.ConnectedModelInfo?.BaseModel;
+
+            if (baseModel?.Contains("Kontext", StringComparison.OrdinalIgnoreCase) == true)
+            {
+                kontextLoras.Add(lora);
+            }
+            else if (baseModel?.Contains("Flux", StringComparison.OrdinalIgnoreCase) == true)
+            {
+                fluxLoras.Add(lora);
+            }
+            else if (string.IsNullOrEmpty(baseModel))
+            {
+                untaggedLoras.Add(lora);
+            }
+        }
+
+        PopulateModelCollection(AvailableFluxLoras, kontextLoras, fluxLoras, untaggedLoras);
+
+        logger.LogInformation(
+            "Loaded {ModelCount} Flux models and {LoraCount} LoRAs from local index",
+            AvailableFluxModels.Count,
+            AvailableFluxLoras.Count
+        );
+    }
+
+    /// <summary>
+    /// Loads available Qwen Image Edit models from the DiffusionModels folder using local model index
+    /// </summary>
+    private void LoadAvailableQwenModels()
+    {
+        // Categorize UNet models
+        var qwenModels = new List<HybridModelFile>();
+        var untaggedModels = new List<HybridModelFile>();
+
+        foreach (
+            var model in modelIndexService
+                .FindByModelType(SharedFolderType.DiffusionModels)
+                .Select(HybridModelFile.FromLocal)
+        )
+        {
+            var baseModel = model.Local?.ConnectedModelInfo?.BaseModel;
+
+            if (baseModel?.Contains("Qwen", StringComparison.OrdinalIgnoreCase) == true)
+            {
+                qwenModels.Add(model);
+            }
+            else if (string.IsNullOrEmpty(baseModel))
+            {
+                // Also check filename for "qwen" as fallback
+                if (model.FileName.Contains("qwen", StringComparison.OrdinalIgnoreCase))
+                {
+                    qwenModels.Add(model);
+                }
+                else
+                {
+                    untaggedModels.Add(model);
+                }
+            }
+        }
+
+        PopulateModelCollection(AvailableQwenModels, qwenModels, untaggedModels);
+
+        // Auto-select first Qwen model if available
+        if (SelectedQwenModel == null && AvailableQwenModels.Count > 0)
+        {
+            SelectedQwenModel =
+                AvailableQwenModels.FirstOrDefault(m =>
+                    m.FileName.Contains("qwen", StringComparison.OrdinalIgnoreCase)
+                ) ?? AvailableQwenModels.First();
+        }
+
+        // Load all LoRA models (all are potentially compatible with Qwen)
+        var allLoras = modelIndexService
+            .FindByModelType(SharedFolderType.Lora | SharedFolderType.LyCORIS)
+            .Select(HybridModelFile.FromLocal)
+            .ToList();
+
+        PopulateModelCollection(AvailableQwenLoras, allLoras);
+
+        logger.LogInformation(
+            "Loaded {ModelCount} Qwen models and {LoraCount} LoRAs from local index",
+            AvailableQwenModels.Count,
+            AvailableQwenLoras.Count
+        );
+    }
+
+    [RelayCommand]
+    private async Task AddLoraAsync()
+    {
+        // Get available LoRAs based on current provider
+        var availableLoras =
+            SelectedProviderId == BananaVisionProviderIds.QwenImageEdit
+                ? AvailableQwenLoras
+                : AvailableFluxLoras;
+
+        if (availableLoras.Count == 0)
+        {
+            notificationService.Show(
+                "No LoRAs Available",
+                "No compatible LoRA models found.",
+                NotificationType.Warning
+            );
+            return;
+        }
+
+        // Create a styled selection dialog using BetterComboBox with HybridModel theme
+        var comboBox = new BetterComboBox
+        {
+            ItemsSource = availableLoras,
+            SelectedIndex = 0,
+            MinWidth = 350,
+            Padding = new Thickness(8, 6, 4, 6),
+            HorizontalAlignment = HorizontalAlignment.Stretch,
+        };
+
+        // Apply the HybridModel theme
+        if (
+            App.Current?.Resources.TryGetResource(
+                "BetterComboBoxHybridModelTheme",
+                App.Current.ActualThemeVariant,
+                out var theme
+            ) == true
+            && theme is ControlTheme controlTheme
+        )
+        {
+            comboBox.Theme = controlTheme;
+        }
+
+        var dialog = new ContentDialog
+        {
+            Title = "Add LoRA",
+            Content = comboBox,
+            PrimaryButtonText = "Add",
+            CloseButtonText = "Cancel",
+            DefaultButton = ContentDialogButton.Primary,
+        };
+
+        var result = await dialog.ShowAsync();
+
+        if (result == ContentDialogResult.Primary && comboBox.SelectedItem is HybridModelFile selectedLora)
+        {
+            // Check if already added
+            if (SelectedLoras.Any(l => l.Model.RelativePath == selectedLora.RelativePath))
+            {
+                notificationService.Show(
+                    "Already Added",
+                    "This LoRA is already in the list.",
+                    NotificationType.Warning
+                );
+                return;
+            }
+
+            SelectedLoras.Add(new SelectedLora { Model = selectedLora });
+        }
+    }
+
+    [RelayCommand]
+    private void RemoveLora(SelectedLora lora)
+    {
+        SelectedLoras.Remove(lora);
+    }
+
+    [RelayCommand]
+    private void ToggleFluxSettings()
+    {
+        IsFluxSettingsExpanded = !IsFluxSettingsExpanded;
+    }
+
+    [RelayCommand]
+    private void ToggleQwenSettings()
+    {
+        IsQwenSettingsExpanded = !IsQwenSettingsExpanded;
+    }
+}
diff --git a/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs
index 7f7cb7c64..bdfe0ccd1 100644
--- a/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs
@@ -1,12 +1,12 @@
 using System.Collections.ObjectModel;
+using System.Collections.Specialized;
 using System.Reactive.Linq;
-using Avalonia;
+using AsyncAwaitBestPractices;
 using Avalonia.Controls;
 using Avalonia.Controls.Notifications;
-using Avalonia.Layout;
+using Avalonia.Input;
 using Avalonia.Media.Imaging;
 using Avalonia.Platform.Storage;
-using Avalonia.Styling;
 using Avalonia.Threading;
 using CommunityToolkit.Mvvm.ComponentModel;
 using CommunityToolkit.Mvvm.Input;
@@ -25,7 +25,6 @@
 using StabilityMatrix.Core.Models;
 using StabilityMatrix.Core.Models.Database;
 using StabilityMatrix.Core.Models.Packages;
-using StabilityMatrix.Core.Models.Progress;
 using StabilityMatrix.Core.Services;
 using StabilityMatrix.Core.Services.ImageGeneration;
 
@@ -44,7 +43,8 @@ public partial class BananaVisionPageViewModel : PageViewModelBase
     private readonly IModelIndexService modelIndexService;
 
     public override string Title => "BananaVision";
-    public override IconSource IconSource => new FASymbolIconSource { Symbol = "fa-solid fa-glasses" };
+    public override IconSource IconSource =>
+        new FASymbolIconSource { Symbol = "fa-solid fa-wand-magic-sparkles" };
 
     public IInferenceClientManager ClientManager { get; }
 
@@ -52,6 +52,7 @@ public partial class BananaVisionPageViewModel : PageViewModelBase
     public partial string? NewMessageText { get; set; }
 
     [ObservableProperty]
+    [NotifyCanExecuteChangedFor(nameof(SendMessageCommand))]
     public partial bool IsGenerating { get; set; }
 
     [ObservableProperty]
@@ -65,22 +66,42 @@ partial void OnCurrentConversationChanged(
         ImageGenerationConversation? newValue
     )
     {
+        // Cancel any pending message load from the previous conversation
+        loadMessagesCts?.Cancel();
+        loadMessagesCts?.Dispose();
+        loadMessagesCts = null;
+
         if (newValue != null)
         {
             logger.LogInformation(
-                "Current conversation changed to: {ConversationId} - {Title}",
+                "Current conversation changed to: {ConversationId} - {Title} (provider: {ProviderId})",
                 newValue.Id,
-                newValue.Title
+                newValue.Title,
+                newValue.ProviderId
             );
 
-            // Auto-switch provider to match the conversation's provider
+            // Auto-switch to the conversation's last-used provider for convenience.
+            // Users can still freely change it afterwards, and that change will be
+            // remembered when they send the next message.
             if (newValue.ProviderId != SelectedProviderId)
             {
                 SelectedProviderId = newValue.ProviderId;
             }
 
+            // Create new cancellation token for this load operation
+            loadMessagesCts = new CancellationTokenSource();
+            var token = loadMessagesCts.Token;
+
             // Load messages for the new conversation (fire and forget with error handling)
-            _ = LoadMessagesForConversationAsync(newValue);
+            LoadMessagesForConversationAsync(newValue, token)
+                .SafeFireAndForget(ex =>
+                {
+                    logger.LogError(
+                        ex,
+                        "Unhandled error loading messages for conversation {Id}",
+                        newValue.Id
+                    );
+                });
         }
         else
         {
@@ -92,47 +113,67 @@ partial void OnCurrentConversationChanged(
     /// <summary>
     /// Loads messages for a conversation without changing CurrentConversation
     /// </summary>
-    private async Task LoadMessagesForConversationAsync(ImageGenerationConversation conversation)
+    private async Task LoadMessagesForConversationAsync(
+        ImageGenerationConversation conversation,
+        CancellationToken cancellationToken = default
+    )
     {
-        Messages.Clear();
+        // Clear on UI thread
+        await Dispatcher.UIThread.InvokeAsync(() => Messages.Clear());
 
         try
         {
             var messages = await chatService.GetMessagesAsync(conversation.Id);
+
+            // Check if cancelled before updating UI (user may have switched conversations)
+            cancellationToken.ThrowIfCancellationRequested();
+
             logger.LogInformation(
                 "Loaded {Count} messages for conversation {Id}",
                 messages.Count,
                 conversation.Id
             );
 
-            foreach (var message in messages)
+            // Update UI on the UI thread
+            await Dispatcher.UIThread.InvokeAsync(() =>
             {
-                // Show thinking content first (for assistant messages)
-                if (
-                    message.Role == MessageRole.Assistant
-                    && ShowThinkingOutput
-                    && !string.IsNullOrEmpty(message.ThinkingContent)
-                )
+                foreach (var message in messages)
                 {
-                    Messages.Add(new ThinkingMessage(message.ThinkingContent));
-                }
+                    // Show thinking content first (for assistant messages)
+                    if (
+                        message.Role == MessageRole.Assistant
+                        && ShowThinkingOutput
+                        && !string.IsNullOrEmpty(message.ThinkingContent)
+                    )
+                    {
+                        Messages.Add(new ThinkingMessage(message.ThinkingContent));
+                    }
 
-                if (!string.IsNullOrEmpty(message.TextContent))
-                {
-                    Messages.Add(new TextMessage(message.TextContent, message.Role == MessageRole.User));
-                }
+                    if (!string.IsNullOrEmpty(message.TextContent))
+                    {
+                        Messages.Add(new TextMessage(message.TextContent, message.Role == MessageRole.User));
+                    }
 
-                if (!string.IsNullOrEmpty(message.ImagePath) && File.Exists(message.ImagePath))
-                {
-                    var bitmap = new Bitmap(message.ImagePath);
-                    Messages.Add(new ImageMessage(bitmap, message.Role == MessageRole.User));
+                    if (!string.IsNullOrEmpty(message.ImagePath) && File.Exists(message.ImagePath))
+                    {
+                        var bitmap = new Bitmap(message.ImagePath);
+                        Messages.Add(new ImageMessage(bitmap, message.Role == MessageRole.User));
+                    }
                 }
-            }
+            });
+        }
+        catch (OperationCanceledException)
+        {
+            // Conversation switch cancelled this load - this is expected, don't log as error
+            logger.LogDebug("Message loading cancelled for conversation {ConversationId}", conversation.Id);
         }
         catch (Exception ex)
         {
             logger.LogError(ex, "Failed to load messages for conversation {ConversationId}", conversation.Id);
-            ErrorMessage = $"Failed to load messages: {ex.Message}";
+            await Dispatcher.UIThread.InvokeAsync(() =>
+            {
+                ErrorMessage = $"Failed to load messages: {ex.Message}";
+            });
         }
     }
 
@@ -157,27 +198,27 @@ private async Task LoadMessagesForConversationAsync(ImageGenerationConversation
     /// <summary>
     /// Whether the selected provider supports thinking output
     /// </summary>
-    public bool SupportsThinking => SelectedProviderId == "gemini-3-pro";
+    public bool SupportsThinking => BananaVisionProviderIds.SupportsThinking(SelectedProviderId);
 
     /// <summary>
     /// Whether the selected provider requires a local backend (ComfyUI)
     /// </summary>
-    public bool RequiresLocalBackend => SelectedProviderId is "flux-kontext" or "qwen-image-edit";
+    public bool RequiresLocalBackend => BananaVisionProviderIds.IsLocalProvider(SelectedProviderId);
 
     /// <summary>
     /// Whether the selected provider is a cloud/API provider (Gemini)
     /// </summary>
-    public bool IsCloudProvider => SelectedProviderId?.Contains("gemini") == true;
+    public bool IsCloudProvider => BananaVisionProviderIds.IsCloudProvider(SelectedProviderId);
 
     /// <summary>
     /// Whether to show the Flux Kontext settings panel
     /// </summary>
-    public bool ShowFluxSettings => SelectedProviderId == "flux-kontext";
+    public bool ShowFluxSettings => SelectedProviderId == BananaVisionProviderIds.FluxKontext;
 
     /// <summary>
     /// Whether to show the Qwen Image Edit settings panel
     /// </summary>
-    public bool ShowQwenSettings => SelectedProviderId == "qwen-image-edit";
+    public bool ShowQwenSettings => SelectedProviderId == BananaVisionProviderIds.QwenImageEdit;
 
     /// <summary>
     /// Whether the Flux settings panel is expanded
@@ -275,6 +316,12 @@ private async Task LoadMessagesForConversationAsync(ImageGenerationConversation
     [ObservableProperty]
     public partial bool IsWaitingForConnection { get; set; }
 
+    /// <summary>
+    /// Indicates whether the user is dragging an image over the page
+    /// </summary>
+    [ObservableProperty]
+    public partial bool IsDragOverImage { get; set; }
+
     partial void OnIsWaitingForConnectionChanged(bool value)
     {
         UpdateProviderStatus();
@@ -286,11 +333,18 @@ partial void OnIsWaitingForConnectionChanged(bool value)
     private List<string>? lastMessageImagePaths;
     private IDisposable? startupCompleteSubscription;
     private bool hasShownMissingModelsDialog;
+    private CancellationTokenSource? loadMessagesCts;
 
     /// <summary>
     /// Messages in the current conversation. Can contain MessageBase or ThinkingMessage.
     /// </summary>
-    public ObservableCollection<object> Messages { get; set; } = [];
+    public ObservableCollection<object> Messages { get; }
+
+    /// <summary>
+    /// Event raised when the message list should scroll to the end
+    /// </summary>
+    public event EventHandler? ScrollToEndRequested;
+
     public ObservableCollection<ImageGenerationConversation> Conversations { get; set; } = [];
     public ObservableCollection<ProviderDisplayItem> AvailableProviders { get; set; } = [];
 
@@ -323,6 +377,10 @@ IModelIndexService modelIndexService
 
         ClientManager = inferenceClientManager;
 
+        // Initialize Messages collection and subscribe to changes for auto-scroll
+        Messages = [];
+        Messages.CollectionChanged += OnMessagesCollectionChanged;
+
         // Load available providers
         var providers = chatService.GetAvailableProviders();
         foreach (var provider in providers)
@@ -347,7 +405,11 @@ IModelIndexService modelIndexService
             // When connected and using a local provider, check for missing models
             if (ClientManager.IsConnected && RequiresLocalBackend)
             {
-                _ = CheckAndShowMissingModelsDialogAsync();
+                CheckAndShowMissingModelsDialogAsync()
+                    .SafeFireAndForget(ex =>
+                    {
+                        logger.LogError(ex, "Failed to check for missing models");
+                    });
             }
         };
 
@@ -457,16 +519,24 @@ private async Task LoadConversationsAsync()
         try
         {
             var conversations = await chatService.GetConversationsAsync();
-            Conversations.Clear();
-            foreach (var conversation in conversations)
+
+            // Update UI on the UI thread
+            await Dispatcher.UIThread.InvokeAsync(() =>
             {
-                Conversations.Add(conversation);
-            }
+                Conversations.Clear();
+                foreach (var conversation in conversations)
+                {
+                    Conversations.Add(conversation);
+                }
+            });
         }
         catch (Exception ex)
         {
             logger.LogError(ex, "Failed to load conversations");
-            ErrorMessage = $"Failed to load conversations: {ex.Message}";
+            await Dispatcher.UIThread.InvokeAsync(() =>
+            {
+                ErrorMessage = $"Failed to load conversations: {ex.Message}";
+            });
         }
     }
 
@@ -658,8 +728,14 @@ private async Task SendMessageAsync(CancellationToken cancellationToken)
             return;
         }
 
+        if (string.IsNullOrEmpty(SelectedProviderId))
+        {
+            notificationService.Show("Error", "Please select a provider", NotificationType.Error);
+            return;
+        }
+
         // Check API key only for Gemini provider
-        if (SelectedProviderId?.Contains("gemini") == true)
+        if (BananaVisionProviderIds.IsCloudProvider(SelectedProviderId))
         {
             var secrets = await secretsManager.SafeLoadAsync();
             if (string.IsNullOrEmpty(secrets.GeminiApiKey))
@@ -705,71 +781,11 @@ private async Task SendMessageAsync(CancellationToken cancellationToken)
         try
         {
             // Build provider options
-            Dictionary<string, object>? providerOptions = null;
-
-            // Add thinking support options for Gemini 3 Pro
-            if (SupportsThinking && ShowThinkingOutput)
-            {
-                providerOptions = new Dictionary<string, object>
-                {
-                    ["enableThinking"] = true,
-                    ["thinkingBudget"] = 2048,
-                };
-            }
-
-            // Add Flux Kontext model and LoRA options
-            if (SelectedProviderId == "flux-kontext")
-            {
-                providerOptions ??= new Dictionary<string, object>();
-
-                if (SelectedFluxModel != null)
-                {
-                    providerOptions["CustomUnetModel"] = SelectedFluxModel;
-                }
-
-                if (SelectedLoras.Count > 0)
-                {
-                    providerOptions["SelectedLoras"] = SelectedLoras.ToList();
-                }
-            }
-
-            // Add Qwen Image Edit model and LoRA options
-            if (SelectedProviderId == "qwen-image-edit")
-            {
-                providerOptions ??= new Dictionary<string, object>();
-
-                if (SelectedQwenModel != null)
-                {
-                    providerOptions["CustomUnetModel"] = SelectedQwenModel;
-                }
-
-                if (SelectedLoras.Count > 0)
-                {
-                    providerOptions["SelectedLoras"] = SelectedLoras.ToList();
-                }
-            }
-
-            // Add aspect ratio / resolution options
-            providerOptions ??= new Dictionary<string, object>();
-
-            if (UseCustomResolution)
-            {
-                // For local providers, pass explicit width/height
-                providerOptions["Width"] = CustomWidth;
-                providerOptions["Height"] = CustomHeight;
-            }
-            else if (SelectedAspectRatio != null)
-            {
-                // For cloud providers (Gemini), pass aspect ratio string
-                providerOptions["aspectRatio"] = SelectedAspectRatio.Ratio;
-
-                // For local providers, also pass width/height
-                providerOptions["Width"] = SelectedAspectRatio.Width;
-                providerOptions["Height"] = SelectedAspectRatio.Height;
-            }
+            var providerOptions = BuildProviderOptions();
 
             var (userMessage, assistantMessage) = await chatService.SendMessageAsync(
                 CurrentConversation.Id,
+                SelectedProviderId!,
                 messageText,
                 imagePaths.Count > 0 ? imagePaths : null,
                 providerOptions,
@@ -817,13 +833,23 @@ private async Task SendMessageAsync(CancellationToken cancellationToken)
         {
             logger.LogInformation("Message generation cancelled");
             notificationService.Show("Cancelled", "Image generation cancelled", NotificationType.Information);
+            CanRetryLastMessage = true; // Enable retry after cancel
+        }
+        catch (ImageGenerationException ex)
+        {
+            // Expected error from generation (provider error, API error, etc.)
+            logger.LogWarning("Image generation failed: {Message}", ex.Message);
+            ErrorMessage = ex.Message;
+            notificationService.Show("Generation Failed", ex.Message, NotificationType.Warning);
+            CanRetryLastMessage = true;
         }
         catch (Exception ex)
         {
-            logger.LogError(ex, "Failed to send message");
-            ErrorMessage = $"Failed to generate image: {ex.Message}";
+            // Unexpected error
+            logger.LogError(ex, "Unexpected error sending message");
+            ErrorMessage = $"Unexpected error: {ex.Message}";
             notificationService.Show("Error", ex.Message, NotificationType.Error);
-            CanRetryLastMessage = true; // Enable retry on error
+            CanRetryLastMessage = true;
         }
         finally
         {
@@ -834,35 +860,165 @@ private async Task SendMessageAsync(CancellationToken cancellationToken)
     [RelayCommand]
     private async Task RetryLastMessageAsync()
     {
-        if (lastMessageText == null && lastMessageImagePaths == null)
+        if (CurrentConversation == null)
+            return;
+
+        if (string.IsNullOrEmpty(SelectedProviderId))
+        {
+            notificationService.Show("Error", "Please select a provider", NotificationType.Error);
             return;
+        }
 
-        // Restore the last message
-        NewMessageText = lastMessageText ?? string.Empty;
+        // Clear error state
+        ErrorMessage = null;
+        CanRetryLastMessage = false;
+        IsGenerating = true;
 
-        // Restore pending images
-        if (lastMessageImagePaths != null)
+        try
         {
-            PendingImages.Clear();
-            foreach (var imagePath in lastMessageImagePaths)
+            // Build provider options
+            var providerOptions = BuildProviderOptions();
+
+            // Retry generation - this doesn't create a new user message
+            var assistantMessage = await chatService.RetryGenerationAsync(
+                CurrentConversation.Id,
+                SelectedProviderId,
+                providerOptions,
+                CancellationToken.None
+            );
+
+            // Add only the assistant response to UI
+            if (ShowThinkingOutput && !string.IsNullOrEmpty(assistantMessage.ThinkingContent))
             {
-                if (File.Exists(imagePath))
-                {
-                    try
-                    {
-                        var bitmap = new Bitmap(imagePath);
-                        PendingImages.Add(new PendingImage { FilePath = imagePath, Bitmap = bitmap });
-                    }
-                    catch (Exception ex)
-                    {
-                        logger.LogWarning(ex, "Failed to reload image for retry: {ImagePath}", imagePath);
-                    }
-                }
+                Messages.Add(new ThinkingMessage(assistantMessage.ThinkingContent));
+            }
+
+            if (!string.IsNullOrEmpty(assistantMessage.TextContent))
+            {
+                Messages.Add(new TextMessage(assistantMessage.TextContent, false));
+            }
+
+            if (!string.IsNullOrEmpty(assistantMessage.ImagePath) && File.Exists(assistantMessage.ImagePath))
+            {
+                var bitmap = new Bitmap(assistantMessage.ImagePath);
+                Messages.Add(new ImageMessage(bitmap, false));
             }
+
+            // Reload conversations to update timestamps
+            await LoadConversationsAsync();
+        }
+        catch (OperationCanceledException)
+        {
+            logger.LogInformation("Retry generation cancelled");
+            notificationService.Show("Cancelled", "Image generation cancelled", NotificationType.Information);
+            CanRetryLastMessage = true;
+        }
+        catch (ImageGenerationException ex)
+        {
+            logger.LogWarning("Retry generation failed: {Message}", ex.Message);
+            ErrorMessage = ex.Message;
+            notificationService.Show("Generation Failed", ex.Message, NotificationType.Warning);
+            CanRetryLastMessage = true;
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Unexpected error during retry");
+            ErrorMessage = $"Unexpected error: {ex.Message}";
+            notificationService.Show("Error", ex.Message, NotificationType.Error);
+            CanRetryLastMessage = true;
+        }
+        finally
+        {
+            IsGenerating = false;
         }
+    }
+
+    [RelayCommand]
+    private void DismissError()
+    {
+        ErrorMessage = null;
+        CanRetryLastMessage = false;
+    }
+
+    /// <summary>
+    /// Builds the provider options dictionary based on current settings
+    /// </summary>
+    private Dictionary<string, object> BuildProviderOptions()
+    {
+        Dictionary<string, object>? providerOptions = null;
+
+        if (SupportsThinking && ShowThinkingOutput)
+        {
+            providerOptions = new Dictionary<string, object>
+            {
+                ["enableThinking"] = true,
+                ["thinkingBudget"] = 2048,
+            };
+        }
+
+        if (SelectedProviderId == BananaVisionProviderIds.FluxKontext)
+        {
+            providerOptions ??= new Dictionary<string, object>();
+            if (SelectedFluxModel != null)
+                providerOptions["CustomUnetModel"] = SelectedFluxModel;
+            if (SelectedLoras.Count > 0)
+                providerOptions["SelectedLoras"] = SelectedLoras.ToList();
+        }
+
+        if (SelectedProviderId == BananaVisionProviderIds.QwenImageEdit)
+        {
+            providerOptions ??= new Dictionary<string, object>();
+            if (SelectedQwenModel != null)
+                providerOptions["CustomUnetModel"] = SelectedQwenModel;
+            if (SelectedLoras.Count > 0)
+                providerOptions["SelectedLoras"] = SelectedLoras.ToList();
+        }
+
+        providerOptions ??= new Dictionary<string, object>();
+
+        if (UseCustomResolution)
+        {
+            providerOptions["Width"] = CustomWidth;
+            providerOptions["Height"] = CustomHeight;
+        }
+        else if (SelectedAspectRatio != null)
+        {
+            providerOptions["aspectRatio"] = SelectedAspectRatio.Ratio;
+            providerOptions["Width"] = SelectedAspectRatio.Width;
+            providerOptions["Height"] = SelectedAspectRatio.Height;
+        }
+
+        return providerOptions;
+    }
 
-        // Send the message again
-        await SendMessageAsync(CancellationToken.None);
+    /// <summary>
+    /// Handles key down events from the message input TextBox.
+    /// Enter sends the message, Shift+Enter adds a new line.
+    /// </summary>
+    [RelayCommand]
+    private void TextBoxKeyDown(KeyEventArgs? e)
+    {
+        if (e?.Key != Key.Enter)
+            return;
+
+        // Shift+Enter = let TextBox handle it naturally (insert newline at cursor position)
+        if (e.KeyModifiers.HasFlag(KeyModifiers.Shift))
+        {
+            // Don't handle it - let the TextBox process the newline naturally
+            return;
+        }
+
+        // Plain Enter = send message (but only if not already generating)
+        if (!IsGenerating && SendMessageCommand.CanExecute(null))
+        {
+            e.Handled = true;
+            SendMessageCommand.Execute(null);
+        }
+        else
+        {
+            // Prevent the Enter from doing anything if we're generating
+            e.Handled = true;
+        }
     }
 
     [RelayCommand]
@@ -919,72 +1075,242 @@ private async Task AddImageAsync()
     private void RemovePendingImage(PendingImage image)
     {
         PendingImages.Remove(image);
+        image.Dispose();
     }
 
-    [RelayCommand]
-    private void ClearPendingImages()
+    /// <summary>
+    /// Adds images from file paths (used by drag and drop)
+    /// </summary>
+    public async Task AddImagesFromPathsAsync(IEnumerable<string> imagePaths)
     {
-        PendingImages.Clear();
+        try
+        {
+            var pathsList = imagePaths.ToList();
+            var addedCount = 0;
+
+            foreach (var imagePath in pathsList)
+            {
+                if (!File.Exists(imagePath))
+                    continue;
+
+                var bitmap = new Bitmap(imagePath);
+                PendingImages.Add(new PendingImage { FilePath = imagePath, Bitmap = bitmap });
+                addedCount++;
+            }
+
+            if (addedCount > 0)
+            {
+                notificationService.Show(
+                    "Images Added",
+                    $"Added {addedCount} image(s). They will be sent with your next message.",
+                    NotificationType.Success
+                );
+            }
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to add images from drag and drop");
+            notificationService.Show("Error", $"Failed to add images: {ex.Message}", NotificationType.Error);
+        }
+
+        await Task.CompletedTask;
     }
 
-    [RelayCommand]
-    private async Task EditPendingImageAsync(PendingImage image)
+    /// <summary>
+    /// Supported image extensions for clipboard paste
+    /// </summary>
+    private static readonly HashSet<string> SupportedImageExtensions = new(StringComparer.OrdinalIgnoreCase)
+    {
+        ".png",
+        ".jpg",
+        ".jpeg",
+        ".webp",
+        ".gif",
+        ".bmp",
+    };
+
+    /// <summary>
+    /// Tries to paste images from the clipboard. Returns true if images were pasted.
+    /// </summary>
+    public async Task<bool> TryPasteImagesFromClipboardAsync()
     {
         try
         {
-            var editorVm = vmFactory.Get<ImageAnnotationEditorViewModel>();
-            editorVm.LoadImage(image.Bitmap, image.FilePath);
+            var clipboard = App.Clipboard;
+            if (clipboard == null)
+                return false;
 
-            var dialog = editorVm.GetDialog();
-            var result = await dialog.ShowAsync();
+            // First, check for files in clipboard (e.g., copied from file explorer)
+            var formats = await clipboard.GetFormatsAsync();
 
-            if (result == FluentAvalonia.UI.Controls.ContentDialogResult.Primary && editorVm.HasAnnotations)
+            if (formats.Contains(DataFormats.Files))
             {
-                // Save the annotated image to a temp file
-                var annotatedPath = await editorVm.SaveAnnotatedImageAsync();
+                var data = await clipboard.GetDataAsync(DataFormats.Files);
+                if (data is IEnumerable<IStorageItem> files)
+                {
+                    var imagePaths = files
+                        .Select(f => f.Path.LocalPath)
+                        .Where(p => SupportedImageExtensions.Contains(Path.GetExtension(p)))
+                        .ToList();
 
-                if (annotatedPath != null)
+                    if (imagePaths.Count > 0)
+                    {
+                        await AddImagesFromPathsAsync(imagePaths);
+                        return true;
+                    }
+                }
+            }
+
+            // Check for bitmap/image data in clipboard (e.g., screenshots, copied images)
+            // Try common image formats
+            foreach (
+                var format in new[] { "PNG", "image/png", "Bitmap", "DeviceIndependentBitmap", "image/bmp" }
+            )
+            {
+                if (!formats.Contains(format))
+                    continue;
+
+                var data = await clipboard.GetDataAsync(format);
+                if (data is byte[] imageBytes && imageBytes.Length > 0)
                 {
-                    // Replace the pending image with the annotated version
-                    var index = PendingImages.IndexOf(image);
-                    if (index >= 0)
+                    var tempPath = await SaveClipboardImageToTempFileAsync(imageBytes, format);
+                    if (tempPath != null)
                     {
-                        var annotatedBitmap = new Bitmap(annotatedPath);
-                        PendingImages[index] = new PendingImage
-                        {
-                            FilePath = annotatedPath,
-                            Bitmap = annotatedBitmap,
-                        };
+                        await AddImagesFromPathsAsync([tempPath]);
+                        return true;
+                    }
+                }
+                else if (data is Stream stream)
+                {
+                    using var ms = new MemoryStream();
+                    await stream.CopyToAsync(ms);
+                    var bytes = ms.ToArray();
 
-                        notificationService.Show(
-                            "Image Updated",
-                            "Your annotations have been applied to the image.",
-                            NotificationType.Success
-                        );
+                    if (bytes.Length > 0)
+                    {
+                        var tempPath = await SaveClipboardImageToTempFileAsync(bytes, format);
+                        if (tempPath != null)
+                        {
+                            await AddImagesFromPathsAsync([tempPath]);
+                            return true;
+                        }
                     }
                 }
             }
+
+            return false;
         }
         catch (Exception ex)
         {
-            logger.LogError(ex, "Failed to edit image");
-            notificationService.Show("Error", $"Failed to edit image: {ex.Message}", NotificationType.Error);
+            logger.LogError(ex, "Failed to paste images from clipboard");
+            return false;
         }
     }
 
     /// <summary>
-    /// Preview an image in a full-size dialog
+    /// Saves clipboard image bytes to a temporary file
     /// </summary>
-    [RelayCommand]
-    private async Task PreviewImageAsync(Bitmap? bitmap)
+    private async Task<string?> SaveClipboardImageToTempFileAsync(byte[] imageBytes, string format)
     {
-        if (bitmap == null)
-            return;
-
         try
         {
-            var viewerVm = vmFactory.Get<ImageViewerViewModel>();
-            viewerVm.ImageSource = new ImageSource(bitmap);
+            var extension = format.ToLowerInvariant() switch
+            {
+                "png" or "image/png" => ".png",
+                "image/jpeg" or "jpeg" or "jpg" => ".jpg",
+                "image/bmp" or "bitmap" or "deviceindependentbitmap" => ".bmp",
+                _ => ".png",
+            };
+
+            var tempDir = Path.Combine(Path.GetTempPath(), "StabilityMatrix", "ClipboardImages");
+            Directory.CreateDirectory(tempDir);
+
+            var shortGuid = Guid.NewGuid().ToString("N")[..8];
+            var fileName = $"clipboard_{DateTime.Now:yyyyMMdd_HHmmss}_{shortGuid}{extension}";
+            var tempPath = Path.Combine(tempDir, fileName);
+
+            await File.WriteAllBytesAsync(tempPath, imageBytes);
+
+            logger.LogInformation("Saved clipboard image to temp file: {Path}", tempPath);
+            return tempPath;
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to save clipboard image to temp file");
+            return null;
+        }
+    }
+
+    [RelayCommand]
+    private void ClearPendingImages()
+    {
+        foreach (var image in PendingImages)
+        {
+            image.Dispose();
+        }
+        PendingImages.Clear();
+    }
+
+    [RelayCommand]
+    private async Task EditPendingImageAsync(PendingImage image)
+    {
+        try
+        {
+            var editorVm = vmFactory.Get<ImageAnnotationEditorViewModel>();
+            editorVm.LoadImage(image.Bitmap, image.FilePath);
+
+            var dialog = editorVm.GetDialog();
+            var result = await dialog.ShowAsync();
+
+            if (result == FluentAvalonia.UI.Controls.ContentDialogResult.Primary && editorVm.HasAnnotations)
+            {
+                // Save the annotated image to a temp file
+                var annotatedPath = await editorVm.SaveAnnotatedImageAsync();
+
+                if (annotatedPath != null)
+                {
+                    // Replace the pending image with the annotated version
+                    var index = PendingImages.IndexOf(image);
+                    if (index >= 0)
+                    {
+                        var annotatedBitmap = new Bitmap(annotatedPath);
+                        var oldImage = PendingImages[index];
+                        PendingImages[index] = new PendingImage
+                        {
+                            FilePath = annotatedPath,
+                            Bitmap = annotatedBitmap,
+                        };
+                        oldImage.Dispose(); // Dispose the old bitmap
+
+                        notificationService.Show(
+                            "Image Updated",
+                            "Your annotations have been applied to the image.",
+                            NotificationType.Success
+                        );
+                    }
+                }
+            }
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to edit image");
+            notificationService.Show("Error", $"Failed to edit image: {ex.Message}", NotificationType.Error);
+        }
+    }
+
+    /// <summary>
+    /// Preview an image in a full-size dialog
+    /// </summary>
+    [RelayCommand]
+    private async Task PreviewImageAsync(Bitmap? bitmap)
+    {
+        if (bitmap == null)
+            return;
+
+        try
+        {
+            var viewerVm = vmFactory.Get<ImageViewerViewModel>();
+            viewerVm.ImageSource = new ImageSource(bitmap);
 
             var dialog = viewerVm.GetDialog();
             await dialog.ShowAsync();
@@ -997,26 +1323,19 @@ private async Task PreviewImageAsync(Bitmap? bitmap)
 
     partial void OnSelectedProviderIdChanged(string? value)
     {
-        // When provider changes, check if we can update the current conversation
+        // Log provider change - the actual conversation update happens when sending a message
         if (CurrentConversation != null && value != null && value != CurrentConversation.ProviderId)
         {
-            // If no messages have been sent, allow changing the provider
-            if (Messages.Count == 0)
-            {
-                _ = UpdateConversationProviderAsync(value);
-            }
-            else
-            {
-                notificationService.Show(
-                    "Provider Changed",
-                    "Create a new conversation to use the selected provider.",
-                    NotificationType.Information
-                );
-            }
+            logger.LogInformation(
+                "Provider selection changed from {OldProvider} to {NewProvider} for conversation {ConversationId}",
+                CurrentConversation.ProviderId,
+                value,
+                CurrentConversation.Id
+            );
         }
 
         // If switching away from local providers, clean up any pending connection
-        if (value is not ("flux-kontext" or "qwen-image-edit"))
+        if (!BananaVisionProviderIds.IsLocalProvider(value))
         {
             startupCompleteSubscription?.Dispose();
             startupCompleteSubscription = null;
@@ -1035,83 +1354,29 @@ partial void OnSelectedProviderIdChanged(string? value)
         OnPropertyChanged(nameof(ShowQwenSettings));
 
         // Load available Flux models when switching to Flux Kontext
-        if (value == "flux-kontext")
+        if (value == BananaVisionProviderIds.FluxKontext)
         {
             LoadAvailableFluxModels();
 
             // Auto-show missing models dialog if connected and models are missing
-            _ = CheckAndShowMissingModelsDialogAsync();
+            CheckAndShowMissingModelsDialogAsync()
+                .SafeFireAndForget(ex =>
+                {
+                    logger.LogError(ex, "Failed to check for missing Flux models");
+                });
         }
 
         // Load available Qwen models when switching to Qwen Image Edit
-        if (value == "qwen-image-edit")
+        if (value == BananaVisionProviderIds.QwenImageEdit)
         {
             LoadAvailableQwenModels();
 
             // Auto-show missing models dialog if connected and models are missing
-            _ = CheckAndShowMissingModelsDialogAsync();
-        }
-    }
-
-    /// <summary>
-    /// Check for missing models and auto-show the download dialog if needed
-    /// </summary>
-    private async Task CheckAndShowMissingModelsDialogAsync()
-    {
-        // Don't show if we've already shown it this session
-        if (hasShownMissingModelsDialog)
-            return;
-
-        // Wait a moment for connection status to settle
-        await Task.Delay(500);
-
-        // Only show if connected and models are missing
-        if (!ClientManager.IsConnected || !HasMissingModels)
-            return;
-
-        hasShownMissingModelsDialog = true;
-        await ShowMissingModelsDialogAsync();
-    }
-
-    /// <summary>
-    /// Updates the current conversation's provider (only if no messages sent yet)
-    /// </summary>
-    private async Task UpdateConversationProviderAsync(string newProviderId)
-    {
-        if (CurrentConversation == null)
-            return;
-
-        try
-        {
-            // Create updated conversation with new provider
-            var updatedConversation = CurrentConversation with
-            {
-                ProviderId = newProviderId,
-            };
-            await chatService.UpdateConversationAsync(updatedConversation);
-
-            // Update local reference
-            var index = Conversations.IndexOf(CurrentConversation);
-            if (index >= 0)
-            {
-                Conversations[index] = updatedConversation;
-            }
-            CurrentConversation = updatedConversation;
-
-            logger.LogInformation(
-                "Updated conversation {Id} provider to {Provider}",
-                updatedConversation.Id,
-                newProviderId
-            );
-        }
-        catch (Exception ex)
-        {
-            logger.LogError(ex, "Failed to update conversation provider");
-            notificationService.Show(
-                "Error",
-                "Failed to update conversation provider",
-                NotificationType.Error
-            );
+            CheckAndShowMissingModelsDialogAsync()
+                .SafeFireAndForget(ex =>
+                {
+                    logger.LogError(ex, "Failed to check for missing Qwen models");
+                });
         }
     }
 
@@ -1177,521 +1442,58 @@ private void UpdateProviderStatus()
     }
 
     /// <summary>
-    /// Whether there are missing models that can be downloaded
+    /// Handles collection changes to trigger auto-scroll
     /// </summary>
-    [ObservableProperty]
-    public partial bool HasMissingModels { get; set; }
-
-    /// <summary>
-    /// Show the missing models download dialog
-    /// </summary>
-    [RelayCommand]
-    private async Task ShowMissingModelsDialogAsync()
+    private void OnMessagesCollectionChanged(object? sender, NotifyCollectionChangedEventArgs e)
     {
-        if (!ClientManager.IsConnected)
+        // Request scroll to end when new messages are added
+        if (e.Action == NotifyCollectionChangedAction.Add)
         {
-            notificationService.Show(
-                "Not Connected",
-                "Please connect to ComfyUI first to check for missing models.",
-                NotificationType.Warning
-            );
-            return;
-        }
-
-        // Get the model manager for the current provider
-        var modelManager = LocalProviderModelManagerRegistry.GetManager(SelectedProviderId);
-        if (modelManager == null)
-        {
-            logger.LogWarning("No model manager found for provider {ProviderId}", SelectedProviderId);
-            return;
-        }
-
-        var missingModels = modelManager.GetMissingModels(ClientManager).ToList();
-
-        if (missingModels.Count == 0)
-        {
-            notificationService.Show(
-                "All Models Present",
-                "All required models are already installed!",
-                NotificationType.Success
-            );
-            return;
-        }
-
-        logger.LogInformation(
-            "Showing missing models dialog for {Provider} with {Count} models",
-            modelManager.ProviderDisplayName,
-            missingModels.Count
-        );
-
-        // Create and configure the dialog using manager's properties
-        var dialogVm = vmFactory.Get<DownloadMissingModelsViewModel>();
-        dialogVm.DialogTitle = $"{modelManager.ProviderDisplayName} Setup";
-        dialogVm.Description = modelManager.DownloadDialogDescription;
-        dialogVm.SetModels(missingModels);
-
-        var dialog = dialogVm.GetDialog();
-        var result = await dialog.ShowAsync();
-
-        // If user clicked Download, start the downloads
-        if (result == ContentDialogResult.Primary && dialogVm.SelectedCount > 0)
-        {
-            // Start downloads (runs in background via TrackedDownloadService)
-            var downloads = await dialogVm.StartDownloadsAsync();
-
-            if (downloads.Count > 0)
-            {
-                notificationService.Show(
-                    "Downloads Started",
-                    $"Downloading {downloads.Count} model(s). Check the progress panel for status.",
-                    NotificationType.Information
-                );
-
-                // Track completion of all downloads
-                _ = TrackDownloadCompletionAsync(downloads, modelManager.ProviderDisplayName);
-            }
-        }
-    }
-
-    /// <summary>
-    /// Track when all downloads complete and show notification
-    /// </summary>
-    private async Task TrackDownloadCompletionAsync(
-        List<TrackedDownload> downloads,
-        string providerDisplayName
-    )
-    {
-        var completionTasks = downloads
-            .Select(d =>
-            {
-                var tcs = new TaskCompletionSource<bool>();
-
-                d.ProgressStateChanged += (s, state) =>
-                {
-                    if (state is ProgressState.Success or ProgressState.Failed or ProgressState.Cancelled)
-                    {
-                        tcs.TrySetResult(state == ProgressState.Success);
-                    }
-                };
-
-                // Check if already completed
-                if (
-                    d.ProgressState
-                    is ProgressState.Success
-                        or ProgressState.Failed
-                        or ProgressState.Cancelled
-                )
+            Dispatcher.UIThread.Post(
+                () =>
                 {
-                    tcs.TrySetResult(d.ProgressState == ProgressState.Success);
-                }
-
-                return tcs.Task;
-            })
-            .ToList();
-
-        // Wait for all downloads to complete
-        var results = await Task.WhenAll(completionTasks);
-        var successCount = results.Count(r => r);
-        var failCount = results.Count(r => !r);
-
-        logger.LogInformation(
-            "Model downloads completed: {Success} succeeded, {Failed} failed",
-            successCount,
-            failCount
-        );
-
-        // Refresh model index
-        await modelIndexService.RefreshIndex();
-
-        // Reconnect to ComfyUI to refresh model lists
-        if (ClientManager.IsConnected)
-        {
-            try
-            {
-                await ClientManager.ConnectAsync();
-            }
-            catch (Exception ex)
-            {
-                logger.LogWarning(ex, "Failed to reconnect after model download");
-            }
-        }
-
-        // Update status on UI thread
-        await Dispatcher.UIThread.InvokeAsync(() =>
-        {
-            UpdateProviderStatus();
-            LoadAvailableFluxModels();
-            LoadAvailableQwenModels();
-        });
-
-        // Show completion notification
-        if (failCount == 0 && successCount > 0)
-        {
-            notificationService.Show(
-                "Models Ready! 🎉",
-                $"All required models have been downloaded. {providerDisplayName} is ready to use!",
-                NotificationType.Success,
-                TimeSpan.FromSeconds(8)
-            );
-        }
-        else if (successCount > 0)
-        {
-            notificationService.Show(
-                "Downloads Partially Complete",
-                $"{successCount} model(s) downloaded, {failCount} failed. Check the progress panel for details.",
-                NotificationType.Warning
-            );
-        }
-        else
-        {
-            notificationService.Show(
-                "Downloads Failed",
-                "All model downloads failed. Please check your connection and try again.",
-                NotificationType.Error
+                    ScrollToEndRequested?.Invoke(this, EventArgs.Empty);
+                },
+                DispatcherPriority.Background
             );
         }
     }
 
-    /// <summary>
-    /// Loads available Flux Kontext models from the DiffusionModels folder using local model index
-    /// </summary>
-    private void LoadAvailableFluxModels()
+    /// <inheritdoc />
+    protected override void Dispose(bool disposing)
     {
-        AvailableFluxModels.Clear();
-        AvailableFluxLoras.Clear();
-
-        // Load UNet models from local index - prioritize those with "Flux.1 Kontext" base model, then show untagged
-        var kontextModels = new List<HybridModelFile>();
-        var untaggedModels = new List<HybridModelFile>();
-
-        var localUnetModels = modelIndexService
-            .FindByModelType(SharedFolderType.DiffusionModels)
-            .Select(HybridModelFile.FromLocal);
-
-        foreach (var model in localUnetModels)
+        if (disposing)
         {
-            var baseModel = model.Local?.ConnectedModelInfo?.BaseModel;
+            // Cancel and dispose any pending message load
+            loadMessagesCts?.Cancel();
+            loadMessagesCts?.Dispose();
+            loadMessagesCts = null;
 
-            if (
-                baseModel?.Contains("Kontext", StringComparison.OrdinalIgnoreCase) == true
-                || baseModel?.Contains("Flux.1 Kontext", StringComparison.OrdinalIgnoreCase) == true
-            )
-            {
-                kontextModels.Add(model);
-            }
-            else if (string.IsNullOrEmpty(baseModel))
-            {
-                // Also check filename for "kontext" as fallback
-                if (model.FileName.Contains("kontext", StringComparison.OrdinalIgnoreCase))
-                {
-                    kontextModels.Add(model);
-                }
-                else
-                {
-                    untaggedModels.Add(model);
-                }
-            }
-        }
-
-        // Sort: connected models first, then alphabetically by display name
-        var sortedKontextModels = kontextModels
-            .OrderByDescending(m => m.Local?.ConnectedModelInfo != null)
-            .ThenBy(m => m.Local?.DisplayModelName ?? m.ShortDisplayName);
-
-        var sortedUntaggedModels = untaggedModels
-            .OrderByDescending(m => m.Local?.ConnectedModelInfo != null)
-            .ThenBy(m => m.Local?.DisplayModelName ?? m.ShortDisplayName);
-
-        // Add Kontext models first, then untagged
-        foreach (var model in sortedKontextModels)
-        {
-            AvailableFluxModels.Add(model);
-        }
-        foreach (var model in sortedUntaggedModels)
-        {
-            AvailableFluxModels.Add(model);
-        }
-
-        // Auto-select first Kontext model if available
-        if (SelectedFluxModel == null && AvailableFluxModels.Count > 0)
-        {
-            SelectedFluxModel =
-                AvailableFluxModels.FirstOrDefault(m =>
-                    m.FileName.Contains("kontext", StringComparison.OrdinalIgnoreCase)
-                ) ?? AvailableFluxModels.First();
-        }
-
-        // Load LoRA models from local index - prioritize Flux Kontext, then Flux, then untagged
-        var kontextLoras = new List<HybridModelFile>();
-        var fluxLoras = new List<HybridModelFile>();
-        var untaggedLoras = new List<HybridModelFile>();
-
-        var localLoraModels = modelIndexService
-            .FindByModelType(SharedFolderType.Lora | SharedFolderType.LyCORIS)
-            .Select(HybridModelFile.FromLocal);
-
-        foreach (var lora in localLoraModels)
-        {
-            var baseModel = lora.Local?.ConnectedModelInfo?.BaseModel;
+            // Dispose startup subscription
+            startupCompleteSubscription?.Dispose();
+            startupCompleteSubscription = null;
 
-            if (baseModel?.Contains("Kontext", StringComparison.OrdinalIgnoreCase) == true)
-            {
-                kontextLoras.Add(lora);
-            }
-            else if (baseModel?.Contains("Flux", StringComparison.OrdinalIgnoreCase) == true)
+            // Dispose pending images
+            foreach (var image in PendingImages)
             {
-                fluxLoras.Add(lora);
+                image.Dispose();
             }
-            else if (string.IsNullOrEmpty(baseModel))
-            {
-                untaggedLoras.Add(lora);
-            }
-        }
-
-        // Sort LoRAs: connected models first, then alphabetically
-        var sortedKontextLoras = kontextLoras
-            .OrderByDescending(l => l.Local?.ConnectedModelInfo != null)
-            .ThenBy(l => l.Local?.DisplayModelName ?? l.ShortDisplayName);
-        var sortedFluxLoras = fluxLoras
-            .OrderByDescending(l => l.Local?.ConnectedModelInfo != null)
-            .ThenBy(l => l.Local?.DisplayModelName ?? l.ShortDisplayName);
-        var sortedUntaggedLoras = untaggedLoras
-            .OrderByDescending(l => l.Local?.ConnectedModelInfo != null)
-            .ThenBy(l => l.Local?.DisplayModelName ?? l.ShortDisplayName);
-
-        foreach (var lora in sortedKontextLoras)
-            AvailableFluxLoras.Add(lora);
-        foreach (var lora in sortedFluxLoras)
-            AvailableFluxLoras.Add(lora);
-        foreach (var lora in sortedUntaggedLoras)
-            AvailableFluxLoras.Add(lora);
-
-        logger.LogInformation(
-            "Loaded {ModelCount} Flux models and {LoraCount} LoRAs from local index",
-            AvailableFluxModels.Count,
-            AvailableFluxLoras.Count
-        );
-    }
-
-    /// <summary>
-    /// Loads available Qwen Image Edit models from the DiffusionModels folder using local model index
-    /// </summary>
-    private void LoadAvailableQwenModels()
-    {
-        AvailableQwenModels.Clear();
-        AvailableQwenLoras.Clear();
-
-        // Load UNet models from local index - prioritize those with "qwen" in name or base model
-        var qwenModels = new List<HybridModelFile>();
-        var untaggedModels = new List<HybridModelFile>();
-
-        var localUnetModels = modelIndexService
-            .FindByModelType(SharedFolderType.DiffusionModels)
-            .Select(HybridModelFile.FromLocal);
-
-        foreach (var model in localUnetModels)
-        {
-            var baseModel = model.Local?.ConnectedModelInfo?.BaseModel;
+            PendingImages.Clear();
 
-            if (baseModel?.Contains("Qwen", StringComparison.OrdinalIgnoreCase) == true)
-            {
-                qwenModels.Add(model);
-            }
-            else if (string.IsNullOrEmpty(baseModel))
+            // Dispose message bitmaps
+            foreach (var message in Messages)
             {
-                // Also check filename for "qwen" as fallback
-                if (model.FileName.Contains("qwen", StringComparison.OrdinalIgnoreCase))
-                {
-                    qwenModels.Add(model);
-                }
-                else
+                if (message is ImageMessage imageMessage)
                 {
-                    untaggedModels.Add(model);
+                    imageMessage.Image?.Dispose();
                 }
             }
-        }
-
-        // Sort: connected models first, then alphabetically by display name
-        var sortedQwenModels = qwenModels
-            .OrderByDescending(m => m.Local?.ConnectedModelInfo != null)
-            .ThenBy(m => m.Local?.DisplayModelName ?? m.ShortDisplayName);
-
-        var sortedUntaggedModels = untaggedModels
-            .OrderByDescending(m => m.Local?.ConnectedModelInfo != null)
-            .ThenBy(m => m.Local?.DisplayModelName ?? m.ShortDisplayName);
-
-        // Add Qwen models first, then untagged
-        foreach (var model in sortedQwenModels)
-        {
-            AvailableQwenModels.Add(model);
-        }
-        foreach (var model in sortedUntaggedModels)
-        {
-            AvailableQwenModels.Add(model);
-        }
-
-        // Auto-select first Qwen model if available
-        if (SelectedQwenModel == null && AvailableQwenModels.Count > 0)
-        {
-            SelectedQwenModel =
-                AvailableQwenModels.FirstOrDefault(m =>
-                    m.FileName.Contains("qwen", StringComparison.OrdinalIgnoreCase)
-                ) ?? AvailableQwenModels.First();
-        }
-
-        // Load LoRA models from local index - all LoRAs are potentially compatible
-        var untaggedLoras = new List<HybridModelFile>();
-
-        var localLoraModels = modelIndexService
-            .FindByModelType(SharedFolderType.Lora | SharedFolderType.LyCORIS)
-            .Select(HybridModelFile.FromLocal);
-
-        foreach (var lora in localLoraModels)
-        {
-            untaggedLoras.Add(lora);
-        }
-
-        // Sort LoRAs: connected models first, then alphabetically
-        var sortedLoras = untaggedLoras
-            .OrderByDescending(l => l.Local?.ConnectedModelInfo != null)
-            .ThenBy(l => l.Local?.DisplayModelName ?? l.ShortDisplayName);
-
-        foreach (var lora in sortedLoras)
-            AvailableQwenLoras.Add(lora);
-
-        logger.LogInformation(
-            "Loaded {ModelCount} Qwen models and {LoraCount} LoRAs from local index",
-            AvailableQwenModels.Count,
-            AvailableQwenLoras.Count
-        );
-    }
-
-    [RelayCommand]
-    private async Task AddLoraAsync()
-    {
-        // Get available LoRAs based on current provider
-        var availableLoras =
-            SelectedProviderId == "qwen-image-edit" ? AvailableQwenLoras : AvailableFluxLoras;
-
-        if (availableLoras.Count == 0)
-        {
-            notificationService.Show(
-                "No LoRAs Available",
-                "No compatible LoRA models found.",
-                NotificationType.Warning
-            );
-            return;
-        }
-
-        // Create a styled selection dialog using BetterComboBox with HybridModel theme
-        var comboBox = new BetterComboBox
-        {
-            ItemsSource = availableLoras,
-            SelectedIndex = 0,
-            MinWidth = 350,
-            Padding = new Thickness(8, 6, 4, 6),
-            HorizontalAlignment = HorizontalAlignment.Stretch,
-        };
-
-        // Apply the HybridModel theme
-        if (
-            App.Current?.Resources.TryGetResource(
-                "BetterComboBoxHybridModelTheme",
-                App.Current.ActualThemeVariant,
-                out var theme
-            ) == true
-            && theme is ControlTheme controlTheme
-        )
-        {
-            comboBox.Theme = controlTheme;
-        }
-
-        var dialog = new ContentDialog
-        {
-            Title = "Add LoRA",
-            Content = comboBox,
-            PrimaryButtonText = "Add",
-            CloseButtonText = "Cancel",
-            DefaultButton = ContentDialogButton.Primary,
-        };
-
-        var result = await dialog.ShowAsync();
-
-        if (result == ContentDialogResult.Primary && comboBox.SelectedItem is HybridModelFile selectedLora)
-        {
-            // Check if already added
-            if (SelectedLoras.Any(l => l.Model.RelativePath == selectedLora.RelativePath))
-            {
-                notificationService.Show(
-                    "Already Added",
-                    "This LoRA is already in the list.",
-                    NotificationType.Warning
-                );
-                return;
-            }
+            Messages.Clear();
 
-            SelectedLoras.Add(new SelectedLora { Model = selectedLora });
+            // Unsubscribe from collection changed
+            Messages.CollectionChanged -= OnMessagesCollectionChanged;
         }
-    }
-
-    [RelayCommand]
-    private void RemoveLora(SelectedLora lora)
-    {
-        SelectedLoras.Remove(lora);
-    }
 
-    [RelayCommand]
-    private void ToggleFluxSettings()
-    {
-        IsFluxSettingsExpanded = !IsFluxSettingsExpanded;
+        base.Dispose(disposing);
     }
-
-    [RelayCommand]
-    private void ToggleQwenSettings()
-    {
-        IsQwenSettingsExpanded = !IsQwenSettingsExpanded;
-    }
-}
-
-/// <summary>
-/// Represents an image pending to be sent
-/// </summary>
-public class PendingImage
-{
-    public required string FilePath { get; init; }
-    public required Bitmap Bitmap { get; init; }
-}
-
-/// <summary>
-/// Represents a provider for display in the ComboBox
-/// </summary>
-public record ProviderDisplayItem(string Id, string DisplayName)
-{
-    public override string ToString() => DisplayName;
-}
-
-/// <summary>
-/// Represents a selected LoRA with weight settings
-/// </summary>
-public partial class SelectedLora : ObservableObject
-{
-    public required HybridModelFile Model { get; init; }
-
-    [ObservableProperty]
-    private decimal modelWeight = 1.0m;
-
-    [ObservableProperty]
-    private decimal clipWeight = 1.0m;
-
-    public string DisplayName => Model.Local?.DisplayModelName ?? Model.ShortDisplayName;
-}
-
-/// <summary>
-/// Represents an aspect ratio option for image generation
-/// </summary>
-public record AspectRatioOption(string Ratio, string Description, int Width, int Height)
-{
-    public string DisplayName => $"{Ratio} - {Description} ({Width}x{Height})";
-
-    public override string ToString() => DisplayName;
 }
diff --git a/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml b/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml
index 91e1d6bf6..ca7045e12 100644
--- a/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml
@@ -45,6 +45,10 @@
         <Style Selector="Button:pointerover PathIcon">
             <Setter Property="Foreground" Value="#0A84FF" />
         </Style>
+        <!--  Image hover overlay effect  -->
+        <Style Selector="Button:pointerover Border#HoverOverlay">
+            <Setter Property="IsVisible" Value="True" />
+        </Style>
     </controls:UserControlBase.Styles>
 
     <!--  Main Container  -->
@@ -174,6 +178,10 @@
             Grid.RowSpan="2"
             Grid.Column="1"
             RowDefinitions="Auto, Auto, *, Auto">
+            <!--  Subtle background for chat area - using solid color to avoid gradient banding  -->
+            <Grid.Background>
+                <SolidColorBrush Color="#0F0F17" />
+            </Grid.Background>
 
             <!--  Header with Provider Selector (Row 0)  -->
             <Border
@@ -364,33 +372,6 @@
                     </StackPanel>
 
                     <!--  Error Message with Retry  -->
-                    <StackPanel
-                        Grid.Column="3"
-                        Margin="8,0,0,0"
-                        VerticalAlignment="Center"
-                        IsVisible="{Binding ErrorMessage, Converter={x:Static StringConverters.IsNotNullOrEmpty}}"
-                        Orientation="Horizontal"
-                        Spacing="8">
-                        <TextBlock
-                            MaxWidth="300"
-                            VerticalAlignment="Center"
-                            Foreground="Red"
-                            Text="{Binding ErrorMessage}"
-                            TextWrapping="Wrap" />
-                        <Button
-                            Padding="8,4"
-                            Background="#CC3340"
-                            Command="{Binding RetryLastMessageCommand}"
-                            CornerRadius="4"
-                            Foreground="White"
-                            IsVisible="{Binding CanRetryLastMessage}"
-                            ToolTip.Tip="Retry last message">
-                            <StackPanel Orientation="Horizontal" Spacing="4">
-                                <avalonia:Icon FontSize="11" Value="fa-solid fa-rotate-right" />
-                                <TextBlock FontSize="12" Text="Retry" />
-                            </StackPanel>
-                        </Button>
-                    </StackPanel>
                 </Grid>
             </Border>
 
@@ -544,7 +525,7 @@
                                 IsVisible="{Binding SelectedLoras.Count}"
                                 ItemsSource="{Binding SelectedLoras}">
                                 <ItemsControl.ItemTemplate>
-                                    <DataTemplate DataType="vm:SelectedLora">
+                                    <DataTemplate DataType="bananaVision1:SelectedLora">
                                         <Border
                                             Margin="0,4"
                                             Padding="12,10"
@@ -724,7 +705,7 @@
                                 IsVisible="{Binding SelectedLoras.Count}"
                                 ItemsSource="{Binding SelectedLoras}">
                                 <ItemsControl.ItemTemplate>
-                                    <DataTemplate DataType="vm:SelectedLora">
+                                    <DataTemplate DataType="bananaVision1:SelectedLora">
                                         <Border
                                             Margin="0,4"
                                             Padding="12,10"
@@ -832,60 +813,153 @@
 
             <!--  Message List (Row 2)  -->
             <Grid Grid.Row="2">
-                <ScrollViewer Padding="64,10">
+                <!--  Drag and Drop Overlay  -->
+                <Border
+                    Background="#80000000"
+                    CornerRadius="16"
+                    IsHitTestVisible="False"
+                    IsVisible="{Binding IsDragOverImage}"
+                    ZIndex="100">
+                    <Border
+                        Margin="32"
+                        Padding="48"
+                        HorizontalAlignment="Center"
+                        VerticalAlignment="Center"
+                        Background="#2D2D4A"
+                        BorderBrush="#9D8CFF"
+                        BorderThickness="3"
+                        CornerRadius="20">
+                        <StackPanel HorizontalAlignment="Center" Spacing="16">
+                            <avalonia:Icon
+                                HorizontalAlignment="Center"
+                                FontSize="48"
+                                Foreground="#9D8CFF"
+                                Value="fa-solid fa-images" />
+                            <TextBlock
+                                HorizontalAlignment="Center"
+                                FontSize="20"
+                                FontWeight="SemiBold"
+                                Foreground="White"
+                                Text="Drop images here" />
+                            <TextBlock
+                                HorizontalAlignment="Center"
+                                FontSize="14"
+                                Foreground="#A0A0B0"
+                                Text="Images will be added to your next message" />
+                        </StackPanel>
+                    </Border>
+                </Border>
+
+                <ScrollViewer
+                    Name="MessageScrollViewer"
+                    Padding="64,10"
+                    HorizontalScrollBarVisibility="Disabled"
+                    VerticalScrollBarVisibility="Auto">
                     <ItemsControl ItemsSource="{Binding Messages}">
                         <ItemsControl.DataTemplates>
 
-                            <!--  Text Template  -->
+                            <!--  Text Template with slide-in animation  -->
                             <DataTemplate DataType="bananaVision1:TextMessage">
-                                <Grid Margin="0,4" HorizontalAlignment="{Binding IsMyMessage, Converter={StaticResource AlignConv}}">
+                                <Grid Margin="0,6" HorizontalAlignment="{Binding IsMyMessage, Converter={StaticResource AlignConv}}">
                                     <Border
-                                        MaxWidth="320"
-                                        Padding="12,8"
+                                        MaxWidth="420"
+                                        Padding="14,10"
                                         Background="{Binding IsMyMessage, Converter={StaticResource ColorConv}}"
-                                        CornerRadius="16">
+                                        BoxShadow="0 2 8 0 #20000000"
+                                        CornerRadius="18">
+                                        <Border.Styles>
+                                            <Style Selector="Border">
+                                                <Style.Animations>
+                                                    <Animation
+                                                        Easing="CubicEaseOut"
+                                                        FillMode="Forward"
+                                                        Duration="0:0:0.25">
+                                                        <KeyFrame Cue="0%">
+                                                            <Setter Property="Opacity" Value="0" />
+                                                        </KeyFrame>
+                                                        <KeyFrame Cue="100%">
+                                                            <Setter Property="Opacity" Value="1" />
+                                                        </KeyFrame>
+                                                    </Animation>
+                                                </Style.Animations>
+                                            </Style>
+                                        </Border.Styles>
                                         <StackPanel>
-                                            <TextBlock
+                                            <SelectableTextBlock
                                                 FontSize="14"
                                                 Foreground="{Binding IsMyMessage, Converter={StaticResource TextConv}}"
+                                                LineHeight="20"
                                                 Text="{Binding Text}"
                                                 TextWrapping="Wrap" />
                                             <TextBlock
-                                                Margin="0,4,0,0"
+                                                Margin="0,6,0,0"
                                                 HorizontalAlignment="Right"
                                                 FontSize="10"
                                                 Foreground="White"
-                                                Opacity="0.6"
+                                                Opacity="0.5"
                                                 Text="{Binding Time}" />
                                         </StackPanel>
                                     </Border>
                                 </Grid>
                             </DataTemplate>
 
-                            <!--  Image Template (clickable for full preview)  -->
+                            <!--  Image Template (clickable for full preview) with animation  -->
                             <DataTemplate DataType="bananaVision1:ImageMessage">
-                                <Grid Margin="0,4" HorizontalAlignment="{Binding IsMyMessage, Converter={StaticResource AlignConv}}">
+                                <Grid Margin="0,6" HorizontalAlignment="{Binding IsMyMessage, Converter={StaticResource AlignConv}}">
                                     <Border
-                                        MaxWidth="320"
+                                        MaxWidth="400"
                                         Background="Transparent"
+                                        BoxShadow="0 4 12 0 #30000000"
                                         ClipToBounds="True"
                                         CornerRadius="16">
+                                        <Border.Styles>
+                                            <Style Selector="Border">
+                                                <Style.Animations>
+                                                    <Animation
+                                                        Easing="CubicEaseOut"
+                                                        FillMode="Forward"
+                                                        Duration="0:0:0.3">
+                                                        <KeyFrame Cue="0%">
+                                                            <Setter Property="Opacity" Value="0" />
+                                                        </KeyFrame>
+                                                        <KeyFrame Cue="100%">
+                                                            <Setter Property="Opacity" Value="1" />
+                                                        </KeyFrame>
+                                                    </Animation>
+                                                </Style.Animations>
+                                            </Style>
+                                        </Border.Styles>
                                         <StackPanel>
                                             <Button
                                                 Padding="0"
                                                 Background="Transparent"
                                                 Command="{Binding $parent[ItemsControl].((vm:BananaVisionPageViewModel)DataContext).PreviewImageCommand}"
                                                 CommandParameter="{Binding Image}"
-                                                CornerRadius="12"
+                                                CornerRadius="14"
                                                 Cursor="Hand"
                                                 ToolTip.Tip="Click to view full size">
-                                                <Image
-                                                    MaxHeight="300"
-                                                    Source="{Binding Image}"
-                                                    Stretch="UniformToFill" />
+                                                <Grid>
+                                                    <Image
+                                                        MaxHeight="350"
+                                                        Source="{Binding Image}"
+                                                        Stretch="Uniform" />
+                                                    <!--  Hover overlay with zoom icon  -->
+                                                    <Border
+                                                        Name="HoverOverlay"
+                                                        Background="#40000000"
+                                                        CornerRadius="14"
+                                                        IsVisible="False">
+                                                        <avalonia:Icon
+                                                            HorizontalAlignment="Center"
+                                                            VerticalAlignment="Center"
+                                                            FontSize="24"
+                                                            Foreground="White"
+                                                            Value="fa-solid fa-magnifying-glass-plus" />
+                                                    </Border>
+                                                </Grid>
                                             </Button>
                                             <TextBlock
-                                                Margin="0,2,4,0"
+                                                Margin="0,4,4,0"
                                                 HorizontalAlignment="Right"
                                                 FontSize="10"
                                                 Foreground="#98989D"
@@ -895,57 +969,87 @@
                                 </Grid>
                             </DataTemplate>
 
-                            <!--  Thinking/Reasoning Template (Gemini 3 Pro)  -->
+                            <!--  Thinking/Reasoning Template (Gemini 3 Pro) with animation  -->
                             <DataTemplate DataType="bananaVision1:ThinkingMessage">
                                 <Grid
-                                    MaxWidth="500"
+                                    MaxWidth="550"
                                     Margin="0,8"
                                     HorizontalAlignment="Left">
                                     <Border
-                                        Padding="14,10"
-                                        Background="#1A1A2E"
+                                        Padding="16,12"
                                         BorderBrush="#3D3D5C"
                                         BorderThickness="1"
-                                        CornerRadius="12">
-                                        <StackPanel Spacing="8">
+                                        CornerRadius="14">
+                                        <Border.Background>
+                                            <LinearGradientBrush StartPoint="0%,0%" EndPoint="100%,100%">
+                                                <GradientStop Offset="0" Color="#1A1A2E" />
+                                                <GradientStop Offset="1" Color="#1E1E36" />
+                                            </LinearGradientBrush>
+                                        </Border.Background>
+                                        <Border.Styles>
+                                            <Style Selector="Border">
+                                                <Style.Animations>
+                                                    <Animation
+                                                        Easing="CubicEaseOut"
+                                                        FillMode="Forward"
+                                                        Duration="0:0:0.3">
+                                                        <KeyFrame Cue="0%">
+                                                            <Setter Property="Opacity" Value="0" />
+                                                        </KeyFrame>
+                                                        <KeyFrame Cue="100%">
+                                                            <Setter Property="Opacity" Value="1" />
+                                                        </KeyFrame>
+                                                    </Animation>
+                                                </Style.Animations>
+                                            </Style>
+                                        </Border.Styles>
+                                        <StackPanel Spacing="10">
                                             <!--  Header with expand/collapse  -->
                                             <Grid ColumnDefinitions="Auto, *, Auto">
                                                 <StackPanel
                                                     Grid.Column="0"
                                                     Orientation="Horizontal"
-                                                    Spacing="8">
-                                                    <Border
-                                                        Padding="6"
-                                                        Background="#2D2D4A"
-                                                        CornerRadius="10">
+                                                    Spacing="10">
+                                                    <Border Padding="8" CornerRadius="12">
+                                                        <Border.Background>
+                                                            <LinearGradientBrush StartPoint="0%,0%" EndPoint="100%,100%">
+                                                                <GradientStop Offset="0" Color="#9D8CFF" />
+                                                                <GradientStop Offset="1" Color="#6366F1" />
+                                                            </LinearGradientBrush>
+                                                        </Border.Background>
                                                         <avalonia:Icon
-                                                            FontSize="12"
-                                                            Foreground="#9D8CFF"
+                                                            FontSize="14"
+                                                            Foreground="White"
                                                             Value="fa-solid fa-brain" />
                                                     </Border>
-                                                    <TextBlock
-                                                        VerticalAlignment="Center"
-                                                        FontSize="13"
-                                                        FontWeight="SemiBold"
-                                                        Foreground="#9D8CFF"
-                                                        Text="AI Reasoning" />
+                                                    <StackPanel VerticalAlignment="Center">
+                                                        <TextBlock
+                                                            FontSize="13"
+                                                            FontWeight="SemiBold"
+                                                            Foreground="#9D8CFF"
+                                                            Text="AI Reasoning" />
+                                                        <TextBlock
+                                                            FontSize="10"
+                                                            Foreground="#6B6B7B"
+                                                            Text="Thinking process" />
+                                                    </StackPanel>
                                                 </StackPanel>
                                                 <Button
                                                     Grid.Column="2"
-                                                    Padding="6"
-                                                    Background="Transparent"
+                                                    Padding="8"
+                                                    Background="#2D2D4A"
                                                     Command="{Binding ToggleExpandedCommand}"
                                                     CornerRadius="8"
                                                     ToolTip.Tip="Expand/Collapse">
                                                     <Panel>
                                                         <avalonia:Icon
                                                             FontSize="11"
-                                                            Foreground="#8E8E93"
+                                                            Foreground="#9D8CFF"
                                                             IsVisible="{Binding IsExpanded}"
                                                             Value="fa-solid fa-chevron-up" />
                                                         <avalonia:Icon
                                                             FontSize="11"
-                                                            Foreground="#8E8E93"
+                                                            Foreground="#9D8CFF"
                                                             IsVisible="{Binding !IsExpanded}"
                                                             Value="fa-solid fa-chevron-down" />
                                                     </Panel>
@@ -958,20 +1062,20 @@
                                                 FontStyle="Italic"
                                                 Foreground="#7A7A8C"
                                                 IsVisible="{Binding !IsExpanded}"
-                                                LineHeight="18"
+                                                LineHeight="20"
                                                 Text="{Binding ThinkingPreview}"
                                                 TextWrapping="Wrap" />
 
                                             <!--  Expanded content  -->
                                             <ScrollViewer
-                                                MaxHeight="250"
+                                                MaxHeight="300"
                                                 HorizontalScrollBarVisibility="Disabled"
                                                 IsVisible="{Binding IsExpanded}"
                                                 VerticalScrollBarVisibility="Auto">
-                                                <TextBlock
+                                                <SelectableTextBlock
                                                     FontSize="12"
-                                                    Foreground="#A0A0B0"
-                                                    LineHeight="18"
+                                                    Foreground="#B0B0C0"
+                                                    LineHeight="20"
                                                     Text="{Binding ThinkingContent}"
                                                     TextWrapping="Wrap" />
                                             </ScrollViewer>
@@ -981,7 +1085,7 @@
                                                 HorizontalAlignment="Right"
                                                 FontSize="10"
                                                 Foreground="#7A7A8C"
-                                                Opacity="0.4"
+                                                Opacity="0.5"
                                                 Text="{Binding Time}" />
                                         </StackPanel>
                                     </Border>
@@ -992,25 +1096,261 @@
                     </ItemsControl>
                 </ScrollViewer>
 
-                <!--  Loading Indicator (overlays on top)  -->
+                <!--  Typing/Generating Indicator (overlays on top)  -->
                 <Border
                     Margin="0,0,0,16"
-                    Padding="16,8"
+                    Padding="16,12"
                     HorizontalAlignment="Center"
                     VerticalAlignment="Bottom"
                     Background="#2C2C2E"
-                    CornerRadius="12"
+                    CornerRadius="16"
                     IsVisible="{Binding IsGenerating}">
-                    <StackPanel Orientation="Horizontal" Spacing="12">
-                        <ui:ProgressRing
-                            Width="20"
-                            Height="20"
-                            IsIndeterminate="True" />
+                    <StackPanel Orientation="Horizontal" Spacing="16">
+                        <!--  Animated typing dots (opacity only)  -->
+                        <StackPanel Orientation="Horizontal" Spacing="4">
+                            <Border
+                                Width="8"
+                                Height="8"
+                                Background="#9D8CFF"
+                                CornerRadius="4">
+                                <Border.Styles>
+                                    <Style Selector="Border">
+                                        <Style.Animations>
+                                            <Animation IterationCount="Infinite" Duration="0:0:1.2">
+                                                <KeyFrame Cue="0%">
+                                                    <Setter Property="Opacity" Value="0.3" />
+                                                </KeyFrame>
+                                                <KeyFrame Cue="25%">
+                                                    <Setter Property="Opacity" Value="1" />
+                                                </KeyFrame>
+                                                <KeyFrame Cue="50%">
+                                                    <Setter Property="Opacity" Value="0.3" />
+                                                </KeyFrame>
+                                                <KeyFrame Cue="100%">
+                                                    <Setter Property="Opacity" Value="0.3" />
+                                                </KeyFrame>
+                                            </Animation>
+                                        </Style.Animations>
+                                    </Style>
+                                </Border.Styles>
+                            </Border>
+                            <Border
+                                Width="8"
+                                Height="8"
+                                Background="#9D8CFF"
+                                CornerRadius="4">
+                                <Border.Styles>
+                                    <Style Selector="Border">
+                                        <Style.Animations>
+                                            <Animation
+                                                Delay="0:0:0.2"
+                                                IterationCount="Infinite"
+                                                Duration="0:0:1.2">
+                                                <KeyFrame Cue="0%">
+                                                    <Setter Property="Opacity" Value="0.3" />
+                                                </KeyFrame>
+                                                <KeyFrame Cue="25%">
+                                                    <Setter Property="Opacity" Value="1" />
+                                                </KeyFrame>
+                                                <KeyFrame Cue="50%">
+                                                    <Setter Property="Opacity" Value="0.3" />
+                                                </KeyFrame>
+                                                <KeyFrame Cue="100%">
+                                                    <Setter Property="Opacity" Value="0.3" />
+                                                </KeyFrame>
+                                            </Animation>
+                                        </Style.Animations>
+                                    </Style>
+                                </Border.Styles>
+                            </Border>
+                            <Border
+                                Width="8"
+                                Height="8"
+                                Background="#9D8CFF"
+                                CornerRadius="4">
+                                <Border.Styles>
+                                    <Style Selector="Border">
+                                        <Style.Animations>
+                                            <Animation
+                                                Delay="0:0:0.4"
+                                                IterationCount="Infinite"
+                                                Duration="0:0:1.2">
+                                                <KeyFrame Cue="0%">
+                                                    <Setter Property="Opacity" Value="0.3" />
+                                                </KeyFrame>
+                                                <KeyFrame Cue="25%">
+                                                    <Setter Property="Opacity" Value="1" />
+                                                </KeyFrame>
+                                                <KeyFrame Cue="50%">
+                                                    <Setter Property="Opacity" Value="0.3" />
+                                                </KeyFrame>
+                                                <KeyFrame Cue="100%">
+                                                    <Setter Property="Opacity" Value="0.3" />
+                                                </KeyFrame>
+                                            </Animation>
+                                        </Style.Animations>
+                                    </Style>
+                                </Border.Styles>
+                            </Border>
+                        </StackPanel>
                         <TextBlock
                             VerticalAlignment="Center"
                             FontSize="14"
                             Foreground="White"
-                            Text="Generating image..." />
+                            Text="Creating your image..." />
+                        <!--  Cancel Button  -->
+                        <Button
+                            Padding="8,4"
+                            Background="#CC3340"
+                            Command="{Binding SendMessageCancelCommand}"
+                            CornerRadius="8"
+                            ToolTip.Tip="Cancel generation">
+                            <StackPanel Orientation="Horizontal" Spacing="6">
+                                <avalonia:Icon
+                                    FontSize="11"
+                                    Foreground="White"
+                                    Value="fa-solid fa-stop" />
+                                <TextBlock
+                                    FontSize="12"
+                                    Foreground="White"
+                                    Text="Cancel" />
+                            </StackPanel>
+                        </Button>
+                    </StackPanel>
+                </Border>
+
+                <!--  Retry Indicator (shown when generation failed)  -->
+                <Border
+                    Margin="0,0,0,16"
+                    Padding="16,12"
+                    HorizontalAlignment="Center"
+                    VerticalAlignment="Bottom"
+                    Background="#2C2C2E"
+                    CornerRadius="16"
+                    IsVisible="{Binding CanRetryLastMessage}">
+                    <StackPanel Orientation="Horizontal" Spacing="12">
+                        <avalonia:Icon
+                            VerticalAlignment="Center"
+                            FontSize="16"
+                            Foreground="#FF6B6B"
+                            Value="fa-solid fa-exclamation-circle" />
+                        <TextBlock
+                            MaxWidth="300"
+                            VerticalAlignment="Center"
+                            FontSize="13"
+                            Foreground="#FF6B6B"
+                            Text="{Binding ErrorMessage}"
+                            TextTrimming="CharacterEllipsis" />
+                        <Button
+                            Padding="10,6"
+                            Background="#0A84FF"
+                            Command="{Binding RetryLastMessageCommand}"
+                            CornerRadius="8"
+                            ToolTip.Tip="Retry generation">
+                            <StackPanel Orientation="Horizontal" Spacing="6">
+                                <avalonia:Icon
+                                    FontSize="12"
+                                    Foreground="White"
+                                    Value="fa-solid fa-rotate-right" />
+                                <TextBlock
+                                    FontSize="13"
+                                    Foreground="White"
+                                    Text="Retry" />
+                            </StackPanel>
+                        </Button>
+                        <Button
+                            Padding="8,6"
+                            Background="Transparent"
+                            Command="{Binding DismissErrorCommand}"
+                            CornerRadius="8"
+                            ToolTip.Tip="Dismiss">
+                            <avalonia:Icon
+                                FontSize="12"
+                                Foreground="#8E8E93"
+                                Value="fa-solid fa-xmark" />
+                        </Button>
+                    </StackPanel>
+                </Border>
+
+                <!--  Empty State / Welcome Message  -->
+                <Border
+                    Margin="32"
+                    Padding="32"
+                    HorizontalAlignment="Center"
+                    VerticalAlignment="Center"
+                    Background="#1A1A2E"
+                    CornerRadius="20"
+                    IsVisible="{Binding !Messages.Count}">
+                    <StackPanel
+                        MaxWidth="450"
+                        HorizontalAlignment="Center"
+                        Spacing="16">
+                        <!--  Icon  -->
+                        <Border
+                            Width="80"
+                            Height="80"
+                            HorizontalAlignment="Center"
+                            CornerRadius="40">
+                            <Border.Background>
+                                <LinearGradientBrush StartPoint="0%,0%" EndPoint="100%,100%">
+                                    <GradientStop Offset="0" Color="#9D8CFF" />
+                                    <GradientStop Offset="1" Color="#6366F1" />
+                                </LinearGradientBrush>
+                            </Border.Background>
+                            <TextBlock
+                                HorizontalAlignment="Center"
+                                VerticalAlignment="Center"
+                                FontSize="36"
+                                Text="🍌" />
+                        </Border>
+                        <!--  Title  -->
+                        <TextBlock
+                            HorizontalAlignment="Center"
+                            FontSize="24"
+                            FontWeight="SemiBold"
+                            Foreground="White"
+                            Text="Welcome to BananaVision!" />
+                        <!--  Description  -->
+                        <TextBlock
+                            HorizontalAlignment="Center"
+                            FontSize="14"
+                            Foreground="#A0A0B0"
+                            LineHeight="22"
+                            Text="Describe what you want to create, upload reference images, and watch the magic happen. Your AI assistant can generate, edit, and iterate on images through natural conversation."
+                            TextAlignment="Center"
+                            TextWrapping="Wrap" />
+                        <!--  Quick Tips  -->
+                        <Border
+                            Margin="0,8,0,0"
+                            Padding="16"
+                            Background="#2D2D4A"
+                            CornerRadius="12">
+                            <StackPanel Spacing="10">
+                                <TextBlock
+                                    FontSize="12"
+                                    FontWeight="SemiBold"
+                                    Foreground="#9D8CFF"
+                                    Text="✨ Quick Tips" />
+                                <StackPanel Spacing="6">
+                                    <TextBlock
+                                        FontSize="12"
+                                        Foreground="#8E8E93"
+                                        Text="• Upload an image and ask for edits" />
+                                    <TextBlock
+                                        FontSize="12"
+                                        Foreground="#8E8E93"
+                                        Text="• Be descriptive for better results" />
+                                    <TextBlock
+                                        FontSize="12"
+                                        Foreground="#8E8E93"
+                                        Text="• Drag &amp; drop or Ctrl+V to add images" />
+                                    <TextBlock
+                                        FontSize="12"
+                                        Foreground="#8E8E93"
+                                        Text="• Press Enter to send, Shift+Enter for new line" />
+                                </StackPanel>
+                            </StackPanel>
+                        </Border>
                     </StackPanel>
                 </Border>
             </Grid>
@@ -1088,25 +1428,18 @@
                     </ItemsControl>
 
                     <Grid ColumnDefinitions="*, Auto">
-                        <!--  Input Box (Dark Grey)  -->
-                        <TextBox
+                        <!--  Input Box Container (Dark Grey) - Supports multi-line with Shift+Enter  -->
+                        <Border
                             Grid.Column="0"
-                            MinHeight="40"
-                            Padding="16,8"
-                            VerticalContentAlignment="Center"
                             Background="#2C2C2E"
-                            BorderThickness="0"
-                            CornerRadius="16"
-                            IsEnabled="{Binding !IsGenerating}"
-                            Text="{Binding NewMessageText}"
-                            Watermark="Describe the image you want to generate...">
-                            <TextBox.KeyBindings>
-                                <KeyBinding Command="{Binding SendMessageCommand}" Gesture="Enter" />
-                            </TextBox.KeyBindings>
-                            <TextBox.InnerLeftContent>
+                            CornerRadius="16">
+                            <Grid ColumnDefinitions="Auto, *">
+                                <!--  Image button outside TextBox for better alignment  -->
                                 <Button
-                                    Margin="4,0,0,0"
+                                    Grid.Column="0"
+                                    Margin="8,0,0,0"
                                     Padding="8"
+                                    VerticalAlignment="Center"
                                     Background="Transparent"
                                     Command="{Binding AddImageCommand}"
                                     CornerRadius="12"
@@ -1114,20 +1447,61 @@
                                     ToolTip.Tip="Add images to send with your message">
                                     <avalonia:Icon Foreground="#8E8E93" Value="fa-solid fa-image" />
                                 </Button>
-                            </TextBox.InnerLeftContent>
-                        </TextBox>
+                                <TextBox
+                                    Name="MessageInputBox"
+                                    Grid.Column="1"
+                                    MinHeight="40"
+                                    MaxHeight="150"
+                                    Padding="8,10"
+                                    VerticalContentAlignment="Center"
+                                    Background="Transparent"
+                                    BorderThickness="0"
+                                    IsEnabled="{Binding !IsGenerating}"
+                                    Text="{Binding NewMessageText}"
+                                    TextWrapping="Wrap"
+                                    Watermark="Describe your image... (Ctrl+V to paste images, Enter to send)">
+                                    <Interaction.Behaviors>
+                                        <EventTriggerBehavior EventName="KeyDown">
+                                            <InvokeCommandAction Command="{Binding TextBoxKeyDownCommand}" PassEventArgsToCommand="True" />
+                                        </EventTriggerBehavior>
+                                    </Interaction.Behaviors>
+                                </TextBox>
+                            </Grid>
+                        </Border>
 
-                        <!--  Send Button  -->
+                        <!--  Send Button with hover effect  -->
                         <Button
                             Grid.Column="1"
+                            Width="44"
+                            Height="44"
                             Margin="10,0,0,0"
-                            Padding="8"
-                            Background="Transparent"
+                            Padding="0"
+                            HorizontalContentAlignment="Center"
+                            VerticalContentAlignment="Center"
+                            Background="#0A84FF"
                             Command="{Binding SendMessageCommand}"
-                            CornerRadius="12"
+                            CornerRadius="22"
                             IsEnabled="{Binding !IsGenerating}"
-                            ToolTip.Tip="Send message">
-                            <PathIcon Data="{StaticResource SendIconGeometry}" Foreground="#0A84FF" />
+                            ToolTip.Tip="Send message (Enter)">
+                            <Button.Styles>
+                                <Style Selector="Button:pointerover">
+                                    <Setter Property="Background" Value="#2196F3" />
+                                    <Setter Property="RenderTransform">
+                                        <ScaleTransform ScaleX="1.05" ScaleY="1.05" />
+                                    </Setter>
+                                </Style>
+                                <Style Selector="Button:pressed">
+                                    <Setter Property="RenderTransform">
+                                        <ScaleTransform ScaleX="0.95" ScaleY="0.95" />
+                                    </Setter>
+                                </Style>
+                            </Button.Styles>
+                            <Button.Transitions>
+                                <Transitions>
+                                    <TransformOperationsTransition Property="RenderTransform" Duration="0:0:0.1" />
+                                </Transitions>
+                            </Button.Transitions>
+                            <PathIcon Data="{StaticResource SendIconGeometry}" Foreground="White" />
                         </Button>
                     </Grid>
                 </StackPanel>
diff --git a/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml.cs b/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml.cs
index 29656aad7..228a65279 100644
--- a/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml.cs
+++ b/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml.cs
@@ -1,6 +1,12 @@
-using Avalonia;
+using System;
+using System.Collections.Generic;
+using System.IO;
+using System.Linq;
+using Avalonia;
 using Avalonia.Controls;
+using Avalonia.Input;
 using Avalonia.Markup.Xaml;
+using Avalonia.Platform.Storage;
 using Injectio.Attributes;
 using StabilityMatrix.Avalonia.Controls;
 using StabilityMatrix.Avalonia.ViewModels;
@@ -10,9 +16,33 @@ namespace StabilityMatrix.Avalonia.Views;
 [RegisterSingleton<BananaVisionPage>]
 public partial class BananaVisionPage : UserControlBase
 {
+    private ScrollViewer? messageScrollViewer;
+
+    /// <summary>
+    /// Supported image extensions for drag and drop
+    /// </summary>
+    private static readonly HashSet<string> SupportedImageExtensions = new(StringComparer.OrdinalIgnoreCase)
+    {
+        ".png",
+        ".jpg",
+        ".jpeg",
+        ".webp",
+        ".gif",
+    };
+
     public BananaVisionPage()
     {
         InitializeComponent();
+
+        // Enable drag and drop
+        DragDrop.SetAllowDrop(this, true);
+        AddHandler(DragDrop.DragEnterEvent, OnDragEnter);
+        AddHandler(DragDrop.DragLeaveEvent, OnDragLeave);
+        AddHandler(DragDrop.DragOverEvent, OnDragOver);
+        AddHandler(DragDrop.DropEvent, OnDrop);
+
+        // Handle keyboard events for paste
+        AddHandler(KeyDownEvent, OnKeyDown, handledEventsToo: true);
     }
 
     private void InitializeComponent()
@@ -32,6 +62,125 @@ protected override void OnAttachedToVisualTree(VisualTreeAttachmentEventArgs e)
             {
                 viewModel.StorageProvider = topLevel.StorageProvider;
             }
+
+            // Subscribe to scroll request events from ViewModel
+            viewModel.ScrollToEndRequested += OnScrollToEndRequested;
+        }
+
+        // Find the message scroll viewer
+        messageScrollViewer = this.FindControl<ScrollViewer>("MessageScrollViewer");
+    }
+
+    protected override void OnDetachedFromVisualTree(VisualTreeAttachmentEventArgs e)
+    {
+        base.OnDetachedFromVisualTree(e);
+
+        // Unsubscribe from ViewModel events
+        if (DataContext is BananaVisionPageViewModel viewModel)
+        {
+            viewModel.ScrollToEndRequested -= OnScrollToEndRequested;
+        }
+    }
+
+    /// <summary>
+    /// Handles scroll to end requests from the ViewModel
+    /// </summary>
+    private void OnScrollToEndRequested(object? sender, EventArgs e)
+    {
+        messageScrollViewer?.ScrollToEnd();
+    }
+
+    /// <summary>
+    /// Checks if the drag data contains valid image files
+    /// </summary>
+    private bool ContainsValidImageFiles(DragEventArgs e)
+    {
+        if (e.Data.Get(DataFormats.Files) is not IEnumerable<IStorageItem> files)
+            return false;
+
+        var paths = files.Select(f => f.Path.LocalPath).ToList();
+        return paths.Count > 0 && paths.All(p => SupportedImageExtensions.Contains(Path.GetExtension(p)));
+    }
+
+    private void OnDragEnter(object? sender, DragEventArgs e)
+    {
+        if (!ContainsValidImageFiles(e))
+        {
+            e.DragEffects = DragDropEffects.None;
+            return;
+        }
+
+        e.DragEffects = DragDropEffects.Copy;
+        e.Handled = true;
+
+        if (DataContext is BananaVisionPageViewModel viewModel)
+        {
+            viewModel.IsDragOverImage = true;
+        }
+    }
+
+    private void OnDragLeave(object? sender, DragEventArgs e)
+    {
+        if (DataContext is BananaVisionPageViewModel viewModel)
+        {
+            viewModel.IsDragOverImage = false;
+        }
+    }
+
+    private void OnDragOver(object? sender, DragEventArgs e)
+    {
+        if (!ContainsValidImageFiles(e))
+        {
+            e.DragEffects = DragDropEffects.None;
+            return;
+        }
+
+        e.DragEffects = DragDropEffects.Copy;
+        e.Handled = true;
+    }
+
+    private async void OnDrop(object? sender, DragEventArgs e)
+    {
+        if (DataContext is BananaVisionPageViewModel viewModel)
+        {
+            viewModel.IsDragOverImage = false;
+        }
+
+        if (e.Data.Get(DataFormats.Files) is not IEnumerable<IStorageItem> files)
+            return;
+
+        var imagePaths = files
+            .Select(f => f.Path.LocalPath)
+            .Where(p => SupportedImageExtensions.Contains(Path.GetExtension(p)))
+            .ToList();
+
+        if (imagePaths.Count == 0)
+            return;
+
+        e.Handled = true;
+
+        if (DataContext is BananaVisionPageViewModel viewModel2)
+        {
+            await viewModel2.AddImagesFromPathsAsync(imagePaths);
+        }
+    }
+
+    /// <summary>
+    /// Handles keyboard events for paste (Ctrl+V)
+    /// </summary>
+    private async void OnKeyDown(object? sender, KeyEventArgs e)
+    {
+        // Check for Ctrl+V (paste)
+        if (e.Key == Key.V && e.KeyModifiers.HasFlag(KeyModifiers.Control))
+        {
+            if (DataContext is BananaVisionPageViewModel viewModel)
+            {
+                var handled = await viewModel.TryPasteImagesFromClipboardAsync();
+                if (handled)
+                {
+                    e.Handled = true;
+                }
+            }
         }
     }
 }
diff --git a/StabilityMatrix.Core/Helper/Cache/GithubApiCache.cs b/StabilityMatrix.Core/Helper/Cache/GithubApiCache.cs
index 49e283456..452be470d 100644
--- a/StabilityMatrix.Core/Helper/Cache/GithubApiCache.cs
+++ b/StabilityMatrix.Core/Helper/Cache/GithubApiCache.cs
@@ -15,15 +15,87 @@ ILogger<IGithubApiCache> logger
 {
     private readonly TimeSpan cacheDuration = TimeSpan.FromMinutes(15);
 
+    /// <summary>
+    /// Tracks when we're rate limited until. If set and in the future, skip API calls.
+    /// </summary>
+    private DateTimeOffset? rateLimitedUntil;
+
+    /// <summary>
+    /// Lock for thread-safe rate limit state updates
+    /// </summary>
+    private readonly object rateLimitLock = new();
+
+    /// <summary>
+    /// Checks if we're currently rate limited and should skip API calls
+    /// </summary>
+    private bool IsRateLimited
+    {
+        get
+        {
+            lock (rateLimitLock)
+            {
+                if (rateLimitedUntil == null)
+                    return false;
+
+                if (DateTimeOffset.UtcNow >= rateLimitedUntil)
+                {
+                    // Rate limit has expired, clear it
+                    rateLimitedUntil = null;
+                    logger.LogInformation("GitHub API rate limit period has expired, resuming API calls");
+                    return false;
+                }
+
+                return true;
+            }
+        }
+    }
+
+    /// <summary>
+    /// Sets the rate limited state based on the exception
+    /// </summary>
+    private void SetRateLimited(RateLimitExceededException ex)
+    {
+        lock (rateLimitLock)
+        {
+            // Use the reset time from the exception if available, otherwise default to 5 minutes
+            var resetTime =
+                ex.Reset != DateTimeOffset.MinValue ? ex.Reset : DateTimeOffset.UtcNow.AddMinutes(5);
+
+            // Only update if this extends our rate limit period
+            if (rateLimitedUntil == null || resetTime > rateLimitedUntil)
+            {
+                rateLimitedUntil = resetTime;
+                logger.LogWarning(
+                    "GitHub API rate limit exceeded. Skipping API calls until {ResetTime} ({TimeRemaining} remaining)",
+                    resetTime.LocalDateTime,
+                    resetTime - DateTimeOffset.UtcNow
+                );
+            }
+        }
+    }
+
     public async Task<IEnumerable<Release>> GetAllReleases(string username, string repository)
     {
         var cacheKey = $"Releases-{username}-{repository}";
         var cacheEntry = await dbContext.GetGithubCacheEntry(cacheKey).ConfigureAwait(false);
+
+        // Return cached data if not expired
         if (cacheEntry != null && !IsCacheExpired(cacheEntry.LastUpdated))
         {
             return cacheEntry.AllReleases.OrderByDescending(x => x.CreatedAt);
         }
 
+        // If rate limited, return cached data without making API call
+        if (IsRateLimited)
+        {
+            logger.LogDebug(
+                "Skipping GitHub API call for {Username}/{Repository} releases due to rate limiting",
+                username,
+                repository
+            );
+            return cacheEntry?.AllReleases.OrderByDescending(x => x.CreatedAt) ?? Enumerable.Empty<Release>();
+        }
+
         try
         {
             var allReleases = await githubApi
@@ -37,12 +109,17 @@ public async Task<IEnumerable<Release>> GetAllReleases(string username, string r
             var newCacheEntry = new GithubCacheEntry
             {
                 CacheKey = cacheKey,
-                AllReleases = allReleases.OrderByDescending(x => x.CreatedAt)
+                AllReleases = allReleases.OrderByDescending(x => x.CreatedAt),
             };
             await dbContext.UpsertGithubCacheEntry(newCacheEntry).ConfigureAwait(false);
 
             return newCacheEntry.AllReleases;
         }
+        catch (RateLimitExceededException ex)
+        {
+            SetRateLimited(ex);
+            return cacheEntry?.AllReleases.OrderByDescending(x => x.CreatedAt) ?? Enumerable.Empty<Release>();
+        }
         catch (Exception ex)
         {
             logger.LogWarning(ex, "Failed to get releases from Github API.");
@@ -54,11 +131,24 @@ public async Task<IEnumerable<Branch>> GetAllBranches(string username, string re
     {
         var cacheKey = $"Branches-{username}-{repository}";
         var cacheEntry = await dbContext.GetGithubCacheEntry(cacheKey).ConfigureAwait(false);
+
+        // Return cached data if not expired
         if (cacheEntry != null && !IsCacheExpired(cacheEntry.LastUpdated))
         {
             return cacheEntry.Branches;
         }
 
+        // If rate limited, return cached data without making API call
+        if (IsRateLimited)
+        {
+            logger.LogDebug(
+                "Skipping GitHub API call for {Username}/{Repository} branches due to rate limiting",
+                username,
+                repository
+            );
+            return cacheEntry?.Branches ?? [];
+        }
+
         try
         {
             var branches = await githubApi
@@ -74,6 +164,11 @@ public async Task<IEnumerable<Branch>> GetAllBranches(string username, string re
 
             return newCacheEntry.Branches;
         }
+        catch (RateLimitExceededException ex)
+        {
+            SetRateLimited(ex);
+            return cacheEntry?.Branches ?? [];
+        }
         catch (Exception ex)
         {
             logger.LogWarning(ex, "Failed to get branches from Github API.");
@@ -91,11 +186,24 @@ public async Task<IEnumerable<Branch>> GetAllBranches(string username, string re
     {
         var cacheKey = $"Commits-{username}-{repository}-{branch}-{page}-{perPage}";
         var cacheEntry = await dbContext.GetGithubCacheEntry(cacheKey).ConfigureAwait(false);
+
+        // Return cached data if not expired
         if (cacheEntry != null && !IsCacheExpired(cacheEntry.LastUpdated))
         {
             return cacheEntry.Commits;
         }
 
+        // If rate limited, return cached data without making API call
+        if (IsRateLimited)
+        {
+            logger.LogDebug(
+                "Skipping GitHub API call for {Username}/{Repository} commits due to rate limiting",
+                username,
+                repository
+            );
+            return cacheEntry?.Commits ?? [];
+        }
+
         try
         {
             var commits = await githubApi
@@ -107,7 +215,7 @@ public async Task<IEnumerable<Branch>> GetAllBranches(string username, string re
                     {
                         PageCount = page,
                         PageSize = perPage,
-                        StartPage = page
+                        StartPage = page,
                     }
                 )
                 .ConfigureAwait(false);
@@ -120,12 +228,17 @@ public async Task<IEnumerable<Branch>> GetAllBranches(string username, string re
             var newCacheEntry = new GithubCacheEntry
             {
                 CacheKey = cacheKey,
-                Commits = commits.Select(x => new GitCommit { Sha = x.Sha })
+                Commits = commits.Select(x => new GitCommit { Sha = x.Sha }),
             };
             await dbContext.UpsertGithubCacheEntry(newCacheEntry).ConfigureAwait(false);
 
             return newCacheEntry.Commits;
         }
+        catch (RateLimitExceededException ex)
+        {
+            SetRateLimited(ex);
+            return cacheEntry?.Commits ?? [];
+        }
         catch (Exception ex)
         {
             logger.LogWarning(ex, "Failed to get commits from Github API.");
diff --git a/StabilityMatrix.Core/Models/Api/Gemini/GeminiGenerateContentRequest.cs b/StabilityMatrix.Core/Models/Api/Gemini/GeminiGenerateContentRequest.cs
index bc2af7b51..505ddc86d 100644
--- a/StabilityMatrix.Core/Models/Api/Gemini/GeminiGenerateContentRequest.cs
+++ b/StabilityMatrix.Core/Models/Api/Gemini/GeminiGenerateContentRequest.cs
@@ -42,6 +42,15 @@ public record GeminiPart
     /// </summary>
     [JsonPropertyName("thought")]
     public bool? Thought { get; init; }
+
+    /// <summary>
+    /// Encrypted representation of the model's internal thought process.
+    /// Must be captured from responses and passed back in follow-up requests
+    /// to preserve reasoning context across multi-turn interactions.
+    /// See: https://ai.google.dev/gemini-api/docs/thought-signatures
+    /// </summary>
+    [JsonPropertyName("thoughtSignature")]
+    public string? ThoughtSignature { get; init; }
 }
 
 /// <summary>
diff --git a/StabilityMatrix.Core/Models/Database/ImageGenerationConversation.cs b/StabilityMatrix.Core/Models/Database/ImageGenerationConversation.cs
index f9b3cef0e..574ede315 100644
--- a/StabilityMatrix.Core/Models/Database/ImageGenerationConversation.cs
+++ b/StabilityMatrix.Core/Models/Database/ImageGenerationConversation.cs
@@ -16,9 +16,10 @@ public record ImageGenerationConversation
     public required string Title { get; set; }
 
     /// <summary>
-    /// Provider ID (e.g., "gemini-2.5-flash", "flux-kontext")
+    /// Provider ID of the last-used provider (e.g., "gemini-2.5-flash", "flux-kontext").
+    /// Can be changed mid-conversation when switching providers.
     /// </summary>
-    public required string ProviderId { get; init; }
+    public required string ProviderId { get; set; }
 
     /// <summary>
     /// When the conversation was created
diff --git a/StabilityMatrix.Core/Models/Database/ImageGenerationMessage.cs b/StabilityMatrix.Core/Models/Database/ImageGenerationMessage.cs
index 15c43186d..291ca0f89 100644
--- a/StabilityMatrix.Core/Models/Database/ImageGenerationMessage.cs
+++ b/StabilityMatrix.Core/Models/Database/ImageGenerationMessage.cs
@@ -41,6 +41,13 @@ public record ImageGenerationMessage
     /// </summary>
     public string? ThinkingContent { get; init; }
 
+    /// <summary>
+    /// Thought signature from Gemini API responses.
+    /// Must be passed back in follow-up requests to preserve reasoning context.
+    /// See: https://ai.google.dev/gemini-api/docs/thought-signatures
+    /// </summary>
+    public string? ThoughtSignature { get; init; }
+
     /// <summary>
     /// When the message was sent/received
     /// </summary>
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/BananaVisionProviderIds.cs b/StabilityMatrix.Core/Services/ImageGeneration/BananaVisionProviderIds.cs
new file mode 100644
index 000000000..0cb36aa8b
--- /dev/null
+++ b/StabilityMatrix.Core/Services/ImageGeneration/BananaVisionProviderIds.cs
@@ -0,0 +1,43 @@
+namespace StabilityMatrix.Core.Services.ImageGeneration;
+
+/// <summary>
+/// Contains constant provider IDs for BananaVision image generation providers.
+/// Use these constants instead of hardcoded strings to avoid typos and enable refactoring.
+/// </summary>
+public static class BananaVisionProviderIds
+{
+    /// <summary>
+    /// Gemini 2.5 Flash image generation provider (Nano Banana)
+    /// </summary>
+    public const string Gemini25Flash = "gemini-2.5-flash";
+
+    /// <summary>
+    /// Gemini 3 Pro image generation provider with thinking support
+    /// </summary>
+    public const string Gemini3Pro = "gemini-3-pro";
+
+    /// <summary>
+    /// Flux Kontext local image generation provider (requires ComfyUI)
+    /// </summary>
+    public const string FluxKontext = "flux-kontext";
+
+    /// <summary>
+    /// Qwen Image Edit local image generation provider (requires ComfyUI)
+    /// </summary>
+    public const string QwenImageEdit = "qwen-image-edit";
+
+    /// <summary>
+    /// Check if a provider ID is a local provider that requires ComfyUI backend
+    /// </summary>
+    public static bool IsLocalProvider(string? providerId) => providerId is FluxKontext or QwenImageEdit;
+
+    /// <summary>
+    /// Check if a provider ID is a cloud/API provider (Gemini)
+    /// </summary>
+    public static bool IsCloudProvider(string? providerId) => providerId?.Contains("gemini") == true;
+
+    /// <summary>
+    /// Check if a provider ID supports thinking/reasoning output
+    /// </summary>
+    public static bool SupportsThinking(string? providerId) => providerId == Gemini3Pro;
+}
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/Gemini3ProImageGenerationProvider.cs b/StabilityMatrix.Core/Services/ImageGeneration/Gemini3ProImageGenerationProvider.cs
index 8721fed10..8fd43671b 100644
--- a/StabilityMatrix.Core/Services/ImageGeneration/Gemini3ProImageGenerationProvider.cs
+++ b/StabilityMatrix.Core/Services/ImageGeneration/Gemini3ProImageGenerationProvider.cs
@@ -17,7 +17,7 @@ IGeminiApi geminiApi
     private const string DefaultModel = "gemini-3-pro-image-preview";
     private const int DefaultThinkingBudget = 2048;
 
-    public string ProviderId => "gemini-3-pro";
+    public string ProviderId => BananaVisionProviderIds.Gemini3Pro;
     public string ProviderName => "Gemini 3 Pro (Nano Banana Pro)";
     public bool SupportsImageInput => true;
     public bool SupportsMultiTurn => true;
@@ -112,11 +112,20 @@ int thinkingBudget
 
                 if (!string.IsNullOrEmpty(message.TextContent))
                 {
-                    parts.Add(new GeminiPart { Text = message.TextContent });
+                    // Include thought signature on text parts if available (for model responses)
+                    parts.Add(
+                        new GeminiPart
+                        {
+                            Text = message.TextContent,
+                            ThoughtSignature = message.TextThoughtSignature,
+                        }
+                    );
                 }
 
                 if (message.ImageContent != null)
                 {
+                    // Include thought signature on image parts if available
+                    // This is critical for Gemini 3 Pro multi-turn conversations
                     parts.Add(
                         new GeminiPart
                         {
@@ -125,6 +134,7 @@ int thinkingBudget
                                 MimeType = message.ImageContent.MimeType,
                                 Data = message.ImageContent.Base64Data,
                             },
+                            ThoughtSignature = message.ImageContent.ThoughtSignature,
                         }
                     );
                 }
@@ -211,13 +221,23 @@ private ImageGenerationResponse ParseGeminiResponse(GeminiGenerateContentRespons
         var images = new List<GeneratedImage>();
         string? textResponse = null;
         string? thinkingContent = null;
+        string? lastThoughtSignature = null;
 
         if (candidate.Content?.Parts != null)
         {
             foreach (var part in candidate.Content.Parts)
             {
+                // Capture thought signature from any part that has one
+                // According to Gemini docs, for non-function-call responses,
+                // the signature is on the last part if the model generates a thought
+                if (!string.IsNullOrEmpty(part.ThoughtSignature))
+                {
+                    lastThoughtSignature = part.ThoughtSignature;
+                    logger.LogDebug("Captured thought signature from response part");
+                }
+
                 // Check if this is thinking content
-                if (part.Thought == true && part.Text != null)
+                if (part is { Thought: true, Text: not null })
                 {
                     // Accumulate thinking content
                     thinkingContent = string.IsNullOrEmpty(thinkingContent)
@@ -232,7 +252,7 @@ private ImageGenerationResponse ParseGeminiResponse(GeminiGenerateContentRespons
                     textResponse = part.Text;
                 }
 
-                // Image response
+                // Image response - capture thought signature for this specific image
                 if (part.InlineData != null)
                 {
                     images.Add(
@@ -240,18 +260,28 @@ private ImageGenerationResponse ParseGeminiResponse(GeminiGenerateContentRespons
                         {
                             Base64Data = part.InlineData.Data,
                             MimeType = part.InlineData.MimeType,
+                            ThoughtSignature = part.ThoughtSignature,
                         }
                     );
                 }
             }
         }
 
+        // Use the last thought signature found if no image-specific one
+        var responseThoughtSignature = images.FirstOrDefault()?.ThoughtSignature ?? lastThoughtSignature;
+
+        if (!string.IsNullOrEmpty(responseThoughtSignature))
+        {
+            logger.LogInformation("Captured thought signature for conversation continuity");
+        }
+
         return new ImageGenerationResponse
         {
             IsSuccess = true,
             Images = images.Count > 0 ? images : null,
             TextResponse = textResponse,
             ThinkingContent = thinkingContent,
+            ThoughtSignature = responseThoughtSignature,
             Metadata = new Dictionary<string, object>
             {
                 ["finishReason"] = candidate.FinishReason ?? "unknown",
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/GeminiImageGenerationProvider.cs b/StabilityMatrix.Core/Services/ImageGeneration/GeminiImageGenerationProvider.cs
index 059ed0437..290148e68 100644
--- a/StabilityMatrix.Core/Services/ImageGeneration/GeminiImageGenerationProvider.cs
+++ b/StabilityMatrix.Core/Services/ImageGeneration/GeminiImageGenerationProvider.cs
@@ -15,7 +15,7 @@ IGeminiApi geminiApi
 {
     private const string DefaultModel = "gemini-2.5-flash-image";
 
-    public string ProviderId => "gemini-2.5-flash";
+    public string ProviderId => BananaVisionProviderIds.Gemini25Flash;
     public string ProviderName => "Gemini 2.5 Flash (Nano Banana)";
     public bool SupportsImageInput => true;
     public bool SupportsMultiTurn => true;
@@ -90,11 +90,19 @@ private GeminiGenerateContentRequest BuildGeminiRequest(ImageGenerationRequest r
 
                 if (!string.IsNullOrEmpty(message.TextContent))
                 {
-                    parts.Add(new GeminiPart { Text = message.TextContent });
+                    // Include thought signature if available (optional for 2.5, but good for compatibility)
+                    parts.Add(
+                        new GeminiPart
+                        {
+                            Text = message.TextContent,
+                            ThoughtSignature = message.TextThoughtSignature,
+                        }
+                    );
                 }
 
                 if (message.ImageContent != null)
                 {
+                    // Include thought signature on image parts if available
                     parts.Add(
                         new GeminiPart
                         {
@@ -103,6 +111,7 @@ private GeminiGenerateContentRequest BuildGeminiRequest(ImageGenerationRequest r
                                 MimeType = message.ImageContent.MimeType,
                                 Data = message.ImageContent.Base64Data,
                             },
+                            ThoughtSignature = message.ImageContent.ThoughtSignature,
                         }
                     );
                 }
@@ -182,11 +191,18 @@ private ImageGenerationResponse ParseGeminiResponse(GeminiGenerateContentRespons
         var candidate = response.Candidates[0];
         var images = new List<GeneratedImage>();
         string? textResponse = null;
+        string? lastThoughtSignature = null;
 
         if (candidate.Content?.Parts != null)
         {
             foreach (var part in candidate.Content.Parts)
             {
+                // Capture thought signature from any part that has one
+                if (!string.IsNullOrEmpty(part.ThoughtSignature))
+                {
+                    lastThoughtSignature = part.ThoughtSignature;
+                }
+
                 if (part.Text != null)
                 {
                     textResponse = part.Text;
@@ -199,17 +215,22 @@ private ImageGenerationResponse ParseGeminiResponse(GeminiGenerateContentRespons
                         {
                             Base64Data = part.InlineData.Data,
                             MimeType = part.InlineData.MimeType,
+                            ThoughtSignature = part.ThoughtSignature,
                         }
                     );
                 }
             }
         }
 
+        // Use the last thought signature found if no image-specific one
+        var responseThoughtSignature = images.FirstOrDefault()?.ThoughtSignature ?? lastThoughtSignature;
+
         return new ImageGenerationResponse
         {
             IsSuccess = true,
             Images = images.Count > 0 ? images : null,
             TextResponse = textResponse,
+            ThoughtSignature = responseThoughtSignature,
             Metadata = new Dictionary<string, object>
             {
                 ["finishReason"] = candidate.FinishReason ?? "unknown",
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/IImageGenerationChatService.cs b/StabilityMatrix.Core/Services/ImageGeneration/IImageGenerationChatService.cs
index f2edf703b..ccb15505f 100644
--- a/StabilityMatrix.Core/Services/ImageGeneration/IImageGenerationChatService.cs
+++ b/StabilityMatrix.Core/Services/ImageGeneration/IImageGenerationChatService.cs
@@ -41,26 +41,55 @@ Task<ImageGenerationConversation> CreateConversationAsync(
     Task DeleteConversationAsync(Guid conversationId);
 
     /// <summary>
-    /// Send a message and generate a response
+    /// Send a message and generate a response using the specified provider
     /// </summary>
+    /// <param name="conversationId">The conversation ID</param>
+    /// <param name="providerId">The provider to use for this message</param>
+    /// <param name="textPrompt">Optional text prompt</param>
+    /// <param name="imagePaths">Optional image paths to include</param>
+    /// <param name="cancellationToken">Cancellation token</param>
     Task<(ImageGenerationMessage UserMessage, ImageGenerationMessage? AssistantMessage)> SendMessageAsync(
         Guid conversationId,
+        string providerId,
         string? textPrompt,
         List<string>? imagePaths = null,
         CancellationToken cancellationToken = default
     );
 
     /// <summary>
-    /// Send a message and generate a response with provider options
+    /// Send a message and generate a response with provider options using the specified provider
     /// </summary>
+    /// <param name="conversationId">The conversation ID</param>
+    /// <param name="providerId">The provider to use for this message</param>
+    /// <param name="textPrompt">Optional text prompt</param>
+    /// <param name="imagePaths">Optional image paths to include</param>
+    /// <param name="providerOptions">Provider-specific options</param>
+    /// <param name="cancellationToken">Cancellation token</param>
     Task<(ImageGenerationMessage UserMessage, ImageGenerationMessage? AssistantMessage)> SendMessageAsync(
         Guid conversationId,
+        string providerId,
         string? textPrompt,
         List<string>? imagePaths,
         Dictionary<string, object>? providerOptions,
         CancellationToken cancellationToken = default
     );
 
+    /// <summary>
+    /// Retry generation for the last user message in a conversation.
+    /// Does not create a new user message - just regenerates the assistant response.
+    /// </summary>
+    /// <param name="conversationId">The conversation ID</param>
+    /// <param name="providerId">The provider to use for regeneration</param>
+    /// <param name="providerOptions">Provider-specific options</param>
+    /// <param name="cancellationToken">Cancellation token</param>
+    /// <returns>The generated assistant message</returns>
+    Task<ImageGenerationMessage> RetryGenerationAsync(
+        Guid conversationId,
+        string providerId,
+        Dictionary<string, object>? providerOptions = null,
+        CancellationToken cancellationToken = default
+    );
+
     /// <summary>
     /// Get available providers
     /// </summary>
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationChatService.cs b/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationChatService.cs
index 27e6b4253..68cf73ea9 100644
--- a/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationChatService.cs
+++ b/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationChatService.cs
@@ -75,18 +75,41 @@ public async Task DeleteConversationAsync(Guid conversationId)
     {
         // Delete all messages first
         var messages = await GetMessagesAsync(conversationId).ConfigureAwait(false);
+        var outputDir = GetOutputDirectory();
+        var deletedImageCount = 0;
+
         foreach (var message in messages)
         {
-            // Delete associated image files
+            // Only delete generated output images (in the BananaVision output directory)
+            // Do NOT delete user input images - those are source files from the user's filesystem
             if (!string.IsNullOrEmpty(message.ImagePath) && File.Exists(message.ImagePath))
             {
-                try
+                // Check if the image is in our output directory (i.e., generated by us)
+                var imagePath = Path.GetFullPath(message.ImagePath);
+                var outputDirPath = Path.GetFullPath(outputDir);
+
+                if (imagePath.StartsWith(outputDirPath, StringComparison.OrdinalIgnoreCase))
                 {
-                    File.Delete(message.ImagePath);
+                    try
+                    {
+                        File.Delete(message.ImagePath);
+                        deletedImageCount++;
+                    }
+                    catch (Exception ex)
+                    {
+                        logger.LogWarning(
+                            ex,
+                            "Failed to delete generated image file {ImagePath}",
+                            message.ImagePath
+                        );
+                    }
                 }
-                catch (Exception ex)
+                else
                 {
-                    logger.LogWarning(ex, "Failed to delete image file {ImagePath}", message.ImagePath);
+                    logger.LogDebug(
+                        "Preserving user input image {ImagePath} (not in output directory)",
+                        message.ImagePath
+                    );
                 }
             }
 
@@ -97,9 +120,10 @@ public async Task DeleteConversationAsync(Guid conversationId)
         await database.Conversations.DeleteAsync(conversationId).ConfigureAwait(false);
 
         logger.LogInformation(
-            "Deleted conversation {ConversationId} and {MessageCount} messages",
+            "Deleted conversation {ConversationId} with {MessageCount} messages and {ImageCount} generated images",
             conversationId,
-            messages.Count
+            messages.Count,
+            deletedImageCount
         );
     }
 
@@ -108,12 +132,13 @@ public async Task DeleteConversationAsync(Guid conversationId)
         ImageGenerationMessage? AssistantMessage
     )> SendMessageAsync(
         Guid conversationId,
+        string providerId,
         string? textPrompt,
         List<string>? imagePaths = null,
         CancellationToken cancellationToken = default
     )
     {
-        return SendMessageAsync(conversationId, textPrompt, imagePaths, null, cancellationToken);
+        return SendMessageAsync(conversationId, providerId, textPrompt, imagePaths, null, cancellationToken);
     }
 
     public async Task<(
@@ -121,6 +146,7 @@ public async Task DeleteConversationAsync(Guid conversationId)
         ImageGenerationMessage? AssistantMessage
     )> SendMessageAsync(
         Guid conversationId,
+        string providerId,
         string? textPrompt,
         List<string>? imagePaths,
         Dictionary<string, object>? providerOptions,
@@ -133,10 +159,23 @@ public async Task DeleteConversationAsync(Guid conversationId)
             throw new InvalidOperationException($"Conversation {conversationId} not found");
         }
 
-        var provider = GetProvider(conversation.ProviderId);
+        var provider = GetProvider(providerId);
         if (provider == null)
         {
-            throw new InvalidOperationException($"Provider {conversation.ProviderId} not found");
+            throw new InvalidOperationException($"Provider {providerId} not found");
+        }
+
+        // Update conversation's provider if it changed
+        var providerChanged = conversation.ProviderId != providerId;
+        if (providerChanged)
+        {
+            logger.LogInformation(
+                "Switching conversation {ConversationId} provider from {OldProvider} to {NewProvider}",
+                conversationId,
+                conversation.ProviderId,
+                providerId
+            );
+            conversation.ProviderId = providerId;
         }
 
         // Create user message
@@ -196,13 +235,15 @@ public async Task DeleteConversationAsync(Guid conversationId)
                         Base64Data = Convert.ToBase64String(imageBytes),
                         MimeType = m.ImageMimeType ?? "image/png",
                         FilePath = m.ImagePath, // Include file path for local providers
+                        ThoughtSignature = m.ThoughtSignature, // Include thought signature for Gemini
                     };
 
                     logger.LogInformation(
-                        "Loaded history image for {Role} message: {ImagePath} ({Size} bytes)",
+                        "Loaded history image for {Role} message: {ImagePath} ({Size} bytes){ThoughtSig}",
                         m.Role,
                         m.ImagePath,
-                        imageBytes.Length
+                        imageBytes.Length,
+                        !string.IsNullOrEmpty(m.ThoughtSignature) ? " [with thought signature]" : ""
                     );
                 }
                 catch (Exception ex)
@@ -221,6 +262,8 @@ public async Task DeleteConversationAsync(Guid conversationId)
                     Role = m.Role,
                     TextContent = m.TextContent,
                     ImageContent = imageContent,
+                    // Include thought signature for text parts (for model responses without images)
+                    TextThoughtSignature = imageContent == null ? m.ThoughtSignature : null,
                 }
             );
         }
@@ -247,24 +290,17 @@ public async Task DeleteConversationAsync(Guid conversationId)
         {
             logger.LogError("Image generation failed: {ErrorMessage}", response.ErrorMessage);
 
-            // Create error message
-            var errorMessage = new ImageGenerationMessage
-            {
-                ConversationId = conversationId,
-                Role = MessageRole.Assistant,
-                TextContent = $"Error: {response.ErrorMessage}",
-            };
-
-            await database.Messages.InsertAsync(errorMessage).ConfigureAwait(false);
-
-            // Update conversation
-            var updatedConversation = conversation with
+            // Don't save error messages to the database - let the caller handle the error via UI
+            // Update conversation timestamp and provider
+            var errorUpdatedConversation = conversation with
             {
+                ProviderId = providerId,
                 UpdatedAt = DateTime.UtcNow,
             };
-            await database.Conversations.UpdateAsync(updatedConversation).ConfigureAwait(false);
+            await database.Conversations.UpdateAsync(errorUpdatedConversation).ConfigureAwait(false);
 
-            return (userMessage, errorMessage);
+            // Throw exception so caller can handle it appropriately (show notification, etc.)
+            throw new ImageGenerationException(response.ErrorMessage ?? "Image generation failed");
         }
 
         // Save generated images
@@ -286,7 +322,11 @@ await File.WriteAllBytesAsync(savedImagePath, imageBytes, cancellationToken)
             logger.LogInformation("Saved generated image to {ImagePath}", savedImagePath);
         }
 
-        // Create assistant message
+        // Create assistant message - capture thought signature for multi-turn continuity
+        // The thought signature comes from either the image part or the response level
+        var thoughtSignature =
+            response.Images?.FirstOrDefault()?.ThoughtSignature ?? response.ThoughtSignature;
+
         var assistantMessage = new ImageGenerationMessage
         {
             ConversationId = conversationId,
@@ -295,24 +335,193 @@ await File.WriteAllBytesAsync(savedImagePath, imageBytes, cancellationToken)
             ImagePath = savedImagePath,
             ImageMimeType = response.Images?.FirstOrDefault()?.MimeType,
             ThinkingContent = response.ThinkingContent,
+            ThoughtSignature = thoughtSignature,
         };
 
+        if (!string.IsNullOrEmpty(thoughtSignature))
+        {
+            logger.LogInformation("Saved thought signature for assistant message");
+        }
+
         await database.Messages.InsertAsync(assistantMessage).ConfigureAwait(false);
 
-        // Update conversation title if this is the first exchange
-        if (previousMessages.Count == 0 && !string.IsNullOrEmpty(textPrompt))
+        // Update conversation title if this is the first exchange, and always update timestamp
+        var newTitle =
+            previousMessages.Count == 0 && !string.IsNullOrEmpty(textPrompt)
+                ? (textPrompt.Length > 50 ? textPrompt[..50] + "..." : textPrompt)
+                : conversation.Title;
+
+        var updatedConversation = conversation with
+        {
+            Title = newTitle,
+            ProviderId = providerId, // Always set to current provider (may have changed)
+            UpdatedAt = DateTime.UtcNow,
+        };
+
+        await database.Conversations.UpdateAsync(updatedConversation).ConfigureAwait(false);
+
+        return (userMessage, assistantMessage);
+    }
+
+    public async Task<ImageGenerationMessage> RetryGenerationAsync(
+        Guid conversationId,
+        string providerId,
+        Dictionary<string, object>? providerOptions = null,
+        CancellationToken cancellationToken = default
+    )
+    {
+        var conversation = await GetConversationAsync(conversationId).ConfigureAwait(false);
+        if (conversation == null)
+        {
+            throw new InvalidOperationException($"Conversation {conversationId} not found");
+        }
+
+        var provider = GetProvider(providerId);
+        if (provider == null)
         {
-            var title = textPrompt.Length > 50 ? textPrompt[..50] + "..." : textPrompt;
-            conversation = conversation with { Title = title, UpdatedAt = DateTime.UtcNow };
+            throw new InvalidOperationException($"Provider {providerId} not found");
         }
-        else
+
+        // Get all messages to find the last user message and build history
+        var allMessages = await GetMessagesAsync(conversationId).ConfigureAwait(false);
+
+        // Find the last user message
+        var lastUserMessage = allMessages.LastOrDefault(m => m.Role == MessageRole.User);
+        if (lastUserMessage == null)
         {
-            conversation = conversation with { UpdatedAt = DateTime.UtcNow };
+            throw new InvalidOperationException("No user message found to retry");
         }
 
+        // Build conversation history (everything except the last user message)
+        var conversationHistory = new List<ConversationMessage>();
+        foreach (var m in allMessages.Where(msg => msg.Id != lastUserMessage.Id))
+        {
+            ImageInputData? imageContent = null;
+            if (!string.IsNullOrEmpty(m.ImagePath) && File.Exists(m.ImagePath))
+            {
+                try
+                {
+                    var imageBytes = await File.ReadAllBytesAsync(m.ImagePath, cancellationToken)
+                        .ConfigureAwait(false);
+                    imageContent = new ImageInputData
+                    {
+                        Base64Data = Convert.ToBase64String(imageBytes),
+                        MimeType = m.ImageMimeType ?? "image/png",
+                        FilePath = m.ImagePath,
+                        ThoughtSignature = m.ThoughtSignature, // Include thought signature for Gemini
+                    };
+                }
+                catch (Exception ex)
+                {
+                    logger.LogWarning(ex, "Failed to load history image from {ImagePath}", m.ImagePath);
+                }
+            }
+
+            conversationHistory.Add(
+                new ConversationMessage
+                {
+                    Role = m.Role,
+                    TextContent = m.TextContent,
+                    ImageContent = imageContent,
+                    // Include thought signature for text parts (for model responses without images)
+                    TextThoughtSignature = imageContent == null ? m.ThoughtSignature : null,
+                }
+            );
+        }
+
+        // Build input images from the last user message
+        List<ImageInputData>? inputImages = null;
+        if (!string.IsNullOrEmpty(lastUserMessage.ImagePath) && File.Exists(lastUserMessage.ImagePath))
+        {
+            var imageBytes = await File.ReadAllBytesAsync(lastUserMessage.ImagePath, cancellationToken)
+                .ConfigureAwait(false);
+            inputImages =
+            [
+                new ImageInputData
+                {
+                    Base64Data = Convert.ToBase64String(imageBytes),
+                    MimeType = lastUserMessage.ImageMimeType ?? "image/png",
+                    FilePath = lastUserMessage.ImagePath,
+                },
+            ];
+        }
+
+        // Build request
+        var request = new ImageGenerationRequest
+        {
+            TextPrompt = lastUserMessage.TextContent,
+            InputImages = inputImages,
+            ConversationHistory = conversationHistory,
+            ProviderOptions = providerOptions,
+        };
+
+        logger.LogInformation(
+            "Retrying generation with provider {ProviderId} for conversation {ConversationId}",
+            provider.ProviderId,
+            conversationId
+        );
+
+        var response = await provider.GenerateAsync(request, cancellationToken).ConfigureAwait(false);
+
+        if (!response.IsSuccess)
+        {
+            logger.LogError("Retry generation failed: {ErrorMessage}", response.ErrorMessage);
+
+            // Update conversation provider and timestamp
+            conversation.ProviderId = providerId;
+            conversation.UpdatedAt = DateTime.UtcNow;
+            await database.Conversations.UpdateAsync(conversation).ConfigureAwait(false);
+
+            throw new ImageGenerationException(response.ErrorMessage ?? "Image generation failed");
+        }
+
+        // Save generated images
+        string? savedImagePath = null;
+        if (response.Images?.Count > 0)
+        {
+            var outputDir = GetOutputDirectory();
+            Directory.CreateDirectory(outputDir);
+
+            var firstImage = response.Images[0];
+            var imageBytes = Convert.FromBase64String(firstImage.Base64Data);
+            var extension = GetExtensionFromMimeType(firstImage.MimeType);
+            var fileName = $"banana_{DateTime.UtcNow:yyyyMMdd_HHmmss}{extension}";
+            savedImagePath = Path.Combine(outputDir, fileName);
+
+            await File.WriteAllBytesAsync(savedImagePath, imageBytes, cancellationToken)
+                .ConfigureAwait(false);
+
+            logger.LogInformation("Saved retry generated image to {ImagePath}", savedImagePath);
+        }
+
+        // Create assistant message - capture thought signature for multi-turn continuity
+        var thoughtSignature =
+            response.Images?.FirstOrDefault()?.ThoughtSignature ?? response.ThoughtSignature;
+
+        var assistantMessage = new ImageGenerationMessage
+        {
+            ConversationId = conversationId,
+            Role = MessageRole.Assistant,
+            TextContent = response.TextResponse,
+            ImagePath = savedImagePath,
+            ImageMimeType = response.Images?.FirstOrDefault()?.MimeType,
+            ThinkingContent = response.ThinkingContent,
+            ThoughtSignature = thoughtSignature,
+        };
+
+        if (!string.IsNullOrEmpty(thoughtSignature))
+        {
+            logger.LogInformation("Saved thought signature for retry assistant message");
+        }
+
+        await database.Messages.InsertAsync(assistantMessage).ConfigureAwait(false);
+
+        // Update conversation
+        conversation.ProviderId = providerId;
+        conversation.UpdatedAt = DateTime.UtcNow;
         await database.Conversations.UpdateAsync(conversation).ConfigureAwait(false);
 
-        return (userMessage, assistantMessage);
+        return assistantMessage;
     }
 
     public List<IImageGenerationProvider> GetAvailableProviders()
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationException.cs b/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationException.cs
new file mode 100644
index 000000000..b160e8dd1
--- /dev/null
+++ b/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationException.cs
@@ -0,0 +1,13 @@
+namespace StabilityMatrix.Core.Services.ImageGeneration;
+
+/// <summary>
+/// Exception thrown when image generation fails
+/// </summary>
+public class ImageGenerationException : Exception
+{
+    public ImageGenerationException(string message)
+        : base(message) { }
+
+    public ImageGenerationException(string message, Exception innerException)
+        : base(message, innerException) { }
+}
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationRequest.cs b/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationRequest.cs
index 5a4ca8227..bd2a35c71 100644
--- a/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationRequest.cs
+++ b/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationRequest.cs
@@ -45,6 +45,12 @@ public record ImageInputData
     /// Optional file path on disk (for local providers that can upload directly)
     /// </summary>
     public string? FilePath { get; init; }
+
+    /// <summary>
+    /// Thought signature from Gemini API for this image.
+    /// Must be passed back in follow-up requests to preserve reasoning context.
+    /// </summary>
+    public string? ThoughtSignature { get; init; }
 }
 
 /// <summary>
@@ -66,6 +72,12 @@ public record ConversationMessage
     /// Image content (base64 encoded)
     /// </summary>
     public ImageInputData? ImageContent { get; init; }
+
+    /// <summary>
+    /// Thought signature for text parts from Gemini API.
+    /// Must be passed back in follow-up requests to preserve reasoning context.
+    /// </summary>
+    public string? TextThoughtSignature { get; init; }
 }
 
 /// <summary>
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationResponse.cs b/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationResponse.cs
index fbbec49e7..0f203f3ff 100644
--- a/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationResponse.cs
+++ b/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationResponse.cs
@@ -20,6 +20,13 @@ public record ImageGenerationResponse
     /// </summary>
     public string? ThinkingContent { get; init; }
 
+    /// <summary>
+    /// Thought signature from Gemini API response.
+    /// Must be stored and passed back in follow-up requests.
+    /// See: https://ai.google.dev/gemini-api/docs/thought-signatures
+    /// </summary>
+    public string? ThoughtSignature { get; init; }
+
     /// <summary>
     /// Whether the generation was successful
     /// </summary>
@@ -50,4 +57,10 @@ public record GeneratedImage
     /// MIME type (e.g., "image/png", "image/jpeg")
     /// </summary>
     public required string MimeType { get; init; }
+
+    /// <summary>
+    /// Thought signature for this specific image from Gemini API.
+    /// Must be passed back in follow-up requests.
+    /// </summary>
+    public string? ThoughtSignature { get; init; }
 }

From f1d01f17bdbc56a8d06ba8d88ce252c5575207d8 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sat, 13 Dec 2025 23:11:25 -0800
Subject: [PATCH 031/218] Add progress reporting and image handling
 enhancements for BananaVision providers and other general qol stuffs

---
 .../BananaVision/GuidEqualsConverter.cs       |   30 +
 .../Helpers/ComfyImageUploadHelper.cs         |  150 ++
 .../Models/BananaVision/Messages.cs           |   29 +
 .../Services/FluxKontextProvider.cs           |  249 +--
 .../Services/QwenImageEditProvider.cs         |  249 +--
 .../BananaVisionPageViewModel.Models.cs       |  146 +-
 .../ViewModels/BananaVisionPageViewModel.cs   | 1354 ++++++++++++++---
 .../ViewModels/OutputsPageViewModel.cs        |   12 +-
 .../Views/BananaVisionPage.axaml              |  650 ++++++--
 .../Views/BananaVisionPage.axaml.cs           |  125 +-
 .../Views/Settings/AccountSettingsPage.axaml  |    3 +-
 .../Models/Database/ImageGenerationMessage.cs |    6 +
 .../Gemini3ProImageGenerationProvider.cs      |  295 ++--
 .../GeminiBaseImageGenerationProvider.cs      |  266 ++++
 .../GeminiImageGenerationProvider.cs          |  232 +--
 .../IImageGenerationChatService.cs            |   22 +
 .../IImageGenerationProvider.cs               |    6 +
 .../ImageGenerationChatService.cs             |  784 ++++++++--
 .../ImageGenerationProgress.cs                |   17 +
 .../ImageGeneration/ImageGenerationRequest.cs |    5 +
 20 files changed, 3493 insertions(+), 1137 deletions(-)
 create mode 100644 StabilityMatrix.Avalonia/Converters/BananaVision/GuidEqualsConverter.cs
 create mode 100644 StabilityMatrix.Avalonia/Helpers/ComfyImageUploadHelper.cs
 create mode 100644 StabilityMatrix.Core/Services/ImageGeneration/GeminiBaseImageGenerationProvider.cs
 create mode 100644 StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationProgress.cs

diff --git a/StabilityMatrix.Avalonia/Converters/BananaVision/GuidEqualsConverter.cs b/StabilityMatrix.Avalonia/Converters/BananaVision/GuidEqualsConverter.cs
new file mode 100644
index 000000000..1d21173f6
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Converters/BananaVision/GuidEqualsConverter.cs
@@ -0,0 +1,30 @@
+using System;
+using System.Collections.Generic;
+using System.Globalization;
+using Avalonia.Data.Converters;
+
+namespace StabilityMatrix.Avalonia.Converters.BananaVision;
+
+/// <summary>
+/// Multi-value converter that returns true if two Guid values are equal.
+/// Used to show generating indicator on conversation list items.
+/// </summary>
+public class GuidEqualsConverter : IMultiValueConverter
+{
+    public static readonly GuidEqualsConverter Instance = new();
+
+    public object? Convert(IList<object?> values, Type targetType, object? parameter, CultureInfo culture)
+    {
+        if (values.Count < 2)
+            return false;
+
+        var first = values[0] as Guid?;
+        var second = values[1] as Guid?;
+
+        // If either is null, they're not equal (unless both are null, but that's unlikely here)
+        if (first == null || second == null)
+            return false;
+
+        return first.Value == second.Value;
+    }
+}
diff --git a/StabilityMatrix.Avalonia/Helpers/ComfyImageUploadHelper.cs b/StabilityMatrix.Avalonia/Helpers/ComfyImageUploadHelper.cs
new file mode 100644
index 000000000..a5bea850e
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Helpers/ComfyImageUploadHelper.cs
@@ -0,0 +1,150 @@
+using Avalonia.Media.Imaging;
+using Microsoft.Extensions.Logging;
+using StabilityMatrix.Avalonia.Models.BananaVision;
+using StabilityMatrix.Avalonia.Services;
+using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Services.ImageGeneration;
+
+namespace StabilityMatrix.Avalonia.Helpers;
+
+/// <summary>
+/// Helper for uploading images to ComfyUI for BananaVision providers
+/// </summary>
+public static class ComfyImageUploadHelper
+{
+    private static async Task UploadAsPngAsync(
+        IInferenceClientManager clientManager,
+        Stream sourceStream,
+        string fileName,
+        ILogger logger,
+        CancellationToken cancellationToken
+    )
+    {
+        var client =
+            clientManager.Client ?? throw new InvalidOperationException("Comfy client is not connected");
+
+        try
+        {
+            sourceStream.Position = 0;
+        }
+        catch (NotSupportedException)
+        {
+            // Stream is not seekable - continue with current position
+        }
+
+        try
+        {
+            using var bitmap = new Bitmap(sourceStream);
+            await using var pngStream = new MemoryStream();
+            bitmap.Save(pngStream);
+            pngStream.Position = 0;
+
+            await client.UploadImageAsync(pngStream, fileName, cancellationToken);
+        }
+        catch (Exception ex)
+        {
+            logger.LogDebug(
+                ex,
+                "Failed to re-encode image to PNG, uploading original stream for {FileName}",
+                fileName
+            );
+            try
+            {
+                sourceStream.Position = 0;
+            }
+            catch (NotSupportedException)
+            {
+                // Stream is not seekable - continue with current position
+            }
+
+            await client.UploadImageAsync(sourceStream, fileName, cancellationToken);
+        }
+    }
+
+    /// <summary>
+    /// Uploads input images and conversation history image to ComfyUI
+    /// </summary>
+    /// <param name="clientManager">Inference client manager</param>
+    /// <param name="request">Generation request</param>
+    /// <param name="maxInputImages">Maximum number of input images supported by the provider</param>
+    /// <param name="providerPrefix">Prefix for uploaded filenames (e.g. "flux_kontext")</param>
+    /// <param name="logger">Logger</param>
+    /// <param name="cancellationToken">Cancellation token</param>
+    public static async Task UploadImagesAsync(
+        IInferenceClientManager clientManager,
+        ImageGenerationRequest request,
+        int maxInputImages,
+        string providerPrefix,
+        ILogger logger,
+        CancellationToken cancellationToken
+    )
+    {
+        // Upload input images if provided
+        if (request.InputImages is { Count: > 0 })
+        {
+            logger.LogInformation("Uploading {Count} input images", request.InputImages.Count);
+
+            for (var i = 0; i < Math.Min(request.InputImages.Count, maxInputImages); i++)
+            {
+                var image = request.InputImages[i];
+                var inputImageBytes = Convert.FromBase64String(image.Base64Data);
+                using var inputStream = new MemoryStream(inputImageBytes);
+                var fileName = $"{providerPrefix}_input_{i}.png";
+
+                await UploadAsPngAsync(clientManager, inputStream, fileName, logger, cancellationToken);
+            }
+        }
+
+        // Upload most recent conversation history image for reference
+        // (if not already providing max input images, as we need a slot for history)
+        if ((request.InputImages?.Count ?? 0) < maxInputImages && request.ConversationHistory != null)
+        {
+            // Find the last assistant message with an image
+            var lastAssistantImage = request.ConversationHistory.LastOrDefault(m =>
+                m is { Role: MessageRole.Assistant, ImageContent: not null }
+            );
+
+            if (lastAssistantImage?.ImageContent != null)
+            {
+                var fileName = $"{providerPrefix}_history_latest.png";
+                var imageContent = lastAssistantImage.ImageContent;
+
+                // Prefer uploading directly from file path if available (more efficient)
+                if (!string.IsNullOrEmpty(imageContent.FilePath) && File.Exists(imageContent.FilePath))
+                {
+                    logger.LogInformation(
+                        "Uploading conversation history image from file: {FilePath}",
+                        imageContent.FilePath
+                    );
+
+                    await using var fileStream = File.OpenRead(imageContent.FilePath);
+                    await UploadAsPngAsync(clientManager, fileStream, fileName, logger, cancellationToken);
+
+                    logger.LogInformation("Successfully uploaded history image: {FileName}", fileName);
+                }
+                else
+                {
+                    // Fallback to base64 data
+                    logger.LogInformation("Uploading conversation history image from base64 data");
+
+                    var historyImageBytes = Convert.FromBase64String(imageContent.Base64Data);
+                    using var historyStream = new MemoryStream(historyImageBytes);
+                    await UploadAsPngAsync(clientManager, historyStream, fileName, logger, cancellationToken);
+
+                    logger.LogInformation(
+                        "Successfully uploaded history image: {FileName} (Size: {Size} bytes)",
+                        fileName,
+                        historyImageBytes.Length
+                    );
+                }
+            }
+            else
+            {
+                logger.LogDebug(
+                    "No conversation history image found to upload (InputImages count: {Count})",
+                    request.InputImages?.Count ?? 0
+                );
+            }
+        }
+    }
+}
diff --git a/StabilityMatrix.Avalonia/Models/BananaVision/Messages.cs b/StabilityMatrix.Avalonia/Models/BananaVision/Messages.cs
index 8c9938830..00770aac2 100644
--- a/StabilityMatrix.Avalonia/Models/BananaVision/Messages.cs
+++ b/StabilityMatrix.Avalonia/Models/BananaVision/Messages.cs
@@ -7,6 +7,19 @@ public abstract class MessageBase(bool isMyMessage)
 {
     public bool IsMyMessage { get; } = isMyMessage;
     public string Time { get; } = DateTime.Now.ToString("HH:mm");
+
+    /// <summary>
+    /// Optional database message ID backing this UI message.
+    /// When set, the UI can support actions like delete.
+    /// </summary>
+    public Guid? DatabaseMessageId { get; init; }
+
+    /// <summary>
+    /// Optional file path for image messages (when backed by a stored image on disk).
+    /// </summary>
+    public string? FilePath { get; init; }
+
+    public bool CanDelete => DatabaseMessageId.HasValue;
 }
 
 /// <summary>
@@ -25,6 +38,15 @@ public class ImageMessage(Bitmap image, bool isMyMessage) : MessageBase(isMyMess
     public Bitmap? Image { get; } = image;
 }
 
+/// <summary>
+/// Loading placeholder message shown while image is being generated
+/// </summary>
+public class LoadingImageMessage() : MessageBase(false)
+{
+    public int TargetWidth { get; init; } = 350;
+    public int TargetHeight { get; init; } = 350;
+}
+
 /// <summary>
 /// Thinking/reasoning message from Gemini 3 Pro
 /// Displays as a collapsible section showing the AI's reasoning process
@@ -60,6 +82,13 @@ public ThinkingMessage(string thinkingContent)
     /// </summary>
     public string Time { get; }
 
+    /// <summary>
+    /// Optional database message ID backing this thinking block.
+    /// </summary>
+    public Guid? DatabaseMessageId { get; init; }
+
+    public bool CanDelete => DatabaseMessageId.HasValue;
+
     /// <summary>
     /// Toggle the expanded state
     /// </summary>
diff --git a/StabilityMatrix.Avalonia/Services/FluxKontextProvider.cs b/StabilityMatrix.Avalonia/Services/FluxKontextProvider.cs
index c3b200af2..6f479938e 100644
--- a/StabilityMatrix.Avalonia/Services/FluxKontextProvider.cs
+++ b/StabilityMatrix.Avalonia/Services/FluxKontextProvider.cs
@@ -1,6 +1,9 @@
+using AsyncAwaitBestPractices;
 using Microsoft.Extensions.Logging;
+using StabilityMatrix.Avalonia.Helpers;
 using StabilityMatrix.Avalonia.Models.BananaVision;
 using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.Api.Comfy;
 using StabilityMatrix.Core.Services.ImageGeneration;
 
 namespace StabilityMatrix.Avalonia.Services;
@@ -15,6 +18,7 @@ public class FluxKontextProvider(ILogger<FluxKontextProvider> logger, IInference
     public string ProviderName => "Flux Kontext (Local)";
     public bool SupportsImageInput => true;
     public bool SupportsMultiTurn => true;
+    public bool RequiresThoughtSignatures => false;
 
     public async Task<ImageGenerationResponse> GenerateAsync(
         ImageGenerationRequest request,
@@ -31,7 +35,7 @@ public async Task<ImageGenerationResponse> GenerateAsync(
                 {
                     IsSuccess = false,
                     ErrorMessage =
-                        "ComfyUI is not connected. Please start a ComfyUI package and connect in the Inference tab.",
+                        "ComfyUI is not connected. Use the Launch button in the header to start and connect to ComfyUI.",
                 };
             }
 
@@ -50,80 +54,15 @@ public async Task<ImageGenerationResponse> GenerateAsync(
                 };
             }
 
-            // Upload input images if provided
-            if (request.InputImages is { Count: > 0 })
-            {
-                logger.LogInformation("Uploading {Count} input images", request.InputImages.Count);
-
-                for (var i = 0; i < Math.Min(request.InputImages.Count, 2); i++) // Max 2 images
-                {
-                    var image = request.InputImages[i];
-                    var inputImageBytes = Convert.FromBase64String(image.Base64Data);
-                    using var inputStream = new MemoryStream(inputImageBytes);
-                    var fileName = $"flux_kontext_input_{i}.png";
-
-                    await clientManager.Client.UploadImageAsync(inputStream, fileName, cancellationToken);
-                }
-            }
-
-            // Upload most recent conversation history image for reference (if not already providing 2 input images)
-            if ((request.InputImages?.Count ?? 0) < 2 && request.ConversationHistory != null)
-            {
-                // Find the last assistant message with an image
-                var lastAssistantImage = request.ConversationHistory.LastOrDefault(m =>
-                    m is { Role: MessageRole.Assistant, ImageContent: not null }
-                );
-
-                if (lastAssistantImage?.ImageContent != null)
-                {
-                    const string fileName = "flux_kontext_history_latest.png";
-
-                    // Prefer uploading directly from file path if available (more efficient)
-                    if (
-                        !string.IsNullOrEmpty(lastAssistantImage.ImageContent.FilePath)
-                        && File.Exists(lastAssistantImage.ImageContent.FilePath)
-                    )
-                    {
-                        logger.LogInformation(
-                            "Uploading conversation history image from file: {FilePath}",
-                            lastAssistantImage.ImageContent.FilePath
-                        );
-
-                        await using var fileStream = File.OpenRead(lastAssistantImage.ImageContent.FilePath);
-                        await clientManager.Client.UploadImageAsync(fileStream, fileName, cancellationToken);
-
-                        logger.LogInformation("Successfully uploaded history image: {FileName}", fileName);
-                    }
-                    else
-                    {
-                        // Fallback to base64 data
-                        logger.LogInformation("Uploading conversation history image from base64 data");
-
-                        var historyImageBytes = Convert.FromBase64String(
-                            lastAssistantImage.ImageContent.Base64Data
-                        );
-                        using var historyStream = new MemoryStream(historyImageBytes);
-                        await clientManager.Client.UploadImageAsync(
-                            historyStream,
-                            fileName,
-                            cancellationToken
-                        );
-
-                        logger.LogInformation(
-                            "Successfully uploaded history image: {FileName} (Size: {Size} bytes)",
-                            fileName,
-                            historyImageBytes.Length
-                        );
-                    }
-                }
-                else
-                {
-                    logger.LogDebug(
-                        "No conversation history image found to upload (InputImages count: {Count})",
-                        request.InputImages?.Count ?? 0
-                    );
-                }
-            }
+            // Upload images using helper
+            await ComfyImageUploadHelper.UploadImagesAsync(
+                clientManager,
+                request,
+                maxInputImages: 2,
+                providerPrefix: "flux_kontext",
+                logger,
+                cancellationToken
+            );
 
             // Extract custom model, LoRA selections, and resolution from provider options
             HybridModelFile? customUnetModel = null;
@@ -182,9 +121,84 @@ await clientManager.Client.UploadImageAsync(
             logger.LogInformation("Queuing prompt to ComfyUI");
             var task = await clientManager.Client.QueuePromptAsync(nodes, cancellationToken);
 
-            // Wait for completion
-            logger.LogInformation("Waiting for generation to complete (Prompt ID: {PromptId})", task.Id);
-            await task.Task.WaitAsync(cancellationToken);
+            request.Progress?.Report(
+                new ImageGenerationProgress(
+                    ProviderId,
+                    task.Id,
+                    Value: null,
+                    Maximum: null,
+                    RunningNode: null,
+                    Stage: "Queued"
+                )
+            );
+
+            int? lastPercent = null;
+            string? lastRunningNode = null;
+
+            void ReportProgress(int? value, int? maximum, string? runningNode, string? stage)
+            {
+                int? percent = value is >= 0 && maximum is > 0 ? (value.Value * 100) / maximum.Value : null;
+
+                if (
+                    percent == lastPercent
+                    && string.Equals(lastRunningNode, runningNode, StringComparison.Ordinal)
+                )
+                {
+                    return;
+                }
+
+                lastPercent = percent;
+                lastRunningNode = runningNode;
+
+                request.Progress?.Report(
+                    new ImageGenerationProgress(ProviderId, task.Id, value, maximum, runningNode, stage)
+                );
+            }
+
+            void OnProgressUpdate(
+                object? sender,
+                StabilityMatrix.Core.Inference.ComfyProgressUpdateEventArgs args
+            )
+            {
+                ReportProgress(args.Value, args.Maximum, args.RunningNode, "Generating");
+            }
+
+            void OnRunningNodeChanged(object? sender, string? node)
+            {
+                ReportProgress(
+                    task.LastProgressUpdate?.Value,
+                    task.LastProgressUpdate?.Maximum,
+                    node,
+                    "Generating"
+                );
+            }
+
+            task.ProgressUpdate += OnProgressUpdate;
+            task.RunningNodeChanged += OnRunningNodeChanged;
+
+            // Register cancellation to interrupt ComfyUI if the user cancels
+            await using var promptInterrupt = cancellationToken.Register(() =>
+            {
+                logger.LogInformation(
+                    "Cancellation requested, interrupting ComfyUI prompt {PromptId}",
+                    task.Id
+                );
+                clientManager
+                    .Client.InterruptPromptAsync(new CancellationTokenSource(5000).Token)
+                    .SafeFireAndForget();
+            });
+
+            try
+            {
+                // Wait for completion
+                logger.LogInformation("Waiting for generation to complete (Prompt ID: {PromptId})", task.Id);
+                await task.Task.WaitAsync(cancellationToken);
+            }
+            finally
+            {
+                task.ProgressUpdate -= OnProgressUpdate;
+                task.RunningNodeChanged -= OnRunningNodeChanged;
+            }
 
             // Get the output images
             var outputImages = await clientManager.Client.GetImagesForExecutedPromptAsync(
@@ -192,10 +206,30 @@ await clientManager.Client.UploadImageAsync(
                 cancellationToken
             );
 
-            // Find the SaveImage node output
-            var saveImageOutput = outputImages.FirstOrDefault(x => x.Value?.Count > 0);
+            // Prefer the "SaveImage" output node deterministically.
+            var preferredOutputKey = "SaveImage";
+            string? selectedOutputKey = null;
+            List<ComfyImage>? candidateImages = null;
 
-            if (saveImageOutput.Value == null || saveImageOutput.Value.Count == 0)
+            if (
+                outputImages.TryGetValue(preferredOutputKey, out var preferredImages)
+                && preferredImages is { Count: > 0 }
+            )
+            {
+                selectedOutputKey = preferredOutputKey;
+                candidateImages = preferredImages;
+            }
+            else
+            {
+                var selected = outputImages
+                    .OrderBy(kvp => kvp.Key, StringComparer.Ordinal)
+                    .FirstOrDefault(kvp => kvp.Value is { Count: > 0 });
+
+                selectedOutputKey = string.IsNullOrEmpty(selected.Key) ? null : selected.Key;
+                candidateImages = selected.Value;
+            }
+
+            if (candidateImages is null || candidateImages.Count == 0)
             {
                 logger.LogWarning("No output images found from generation");
                 return new ImageGenerationResponse
@@ -205,46 +239,53 @@ await clientManager.Client.UploadImageAsync(
                 };
             }
 
-            // Download the first image
-            var comfyImage = saveImageOutput.Value[0];
-            logger.LogInformation("Downloading generated image: {FileName}", comfyImage.FileName);
+            var generatedImages = new List<GeneratedImage>();
 
-            await using var imageStream = await clientManager.Client.GetImageStreamAsync(
-                comfyImage,
-                cancellationToken
-            );
-            using var memoryStream = new MemoryStream();
-            await imageStream.CopyToAsync(memoryStream, cancellationToken);
-            var imageBytes = memoryStream.ToArray();
-            var base64Image = Convert.ToBase64String(imageBytes);
+            foreach (var comfyImage in candidateImages)
+            {
+                logger.LogInformation("Downloading generated image: {FileName}", comfyImage.FileName);
 
-            var mimeType =
-                comfyImage.FileName.EndsWith(".png") ? "image/png"
-                : comfyImage.FileName.EndsWith(".jpg") || comfyImage.FileName.EndsWith(".jpeg") ? "image/jpeg"
-                : "image/png";
+                await using var imageStream = await clientManager.Client.GetImageStreamAsync(
+                    comfyImage,
+                    cancellationToken
+                );
+                using var memoryStream = new MemoryStream();
+                await imageStream.CopyToAsync(memoryStream, cancellationToken);
+                var imageBytes = memoryStream.ToArray();
+                var base64Image = Convert.ToBase64String(imageBytes);
+
+                var mimeType =
+                    comfyImage.FileName.EndsWith(".png", StringComparison.OrdinalIgnoreCase) ? "image/png"
+                    : comfyImage.FileName.EndsWith(".jpg", StringComparison.OrdinalIgnoreCase)
+                    || comfyImage.FileName.EndsWith(".jpeg", StringComparison.OrdinalIgnoreCase)
+                        ? "image/jpeg"
+                    : comfyImage.FileName.EndsWith(".webp", StringComparison.OrdinalIgnoreCase) ? "image/webp"
+                    : "image/png";
+
+                generatedImages.Add(new GeneratedImage { Base64Data = base64Image, MimeType = mimeType });
+            }
 
-            logger.LogInformation("Successfully generated image with Flux Kontext");
+            logger.LogInformation(
+                "Successfully generated {Count} image(s) with Flux Kontext",
+                generatedImages.Count
+            );
 
             return new ImageGenerationResponse
             {
                 IsSuccess = true,
-                Images = [new GeneratedImage { Base64Data = base64Image, MimeType = mimeType }],
+                Images = generatedImages,
                 TextResponse = null,
                 Metadata = new Dictionary<string, object>
                 {
                     ["promptId"] = task.Id,
-                    ["fileName"] = comfyImage.FileName,
+                    ["outputNode"] = selectedOutputKey ?? "unknown",
                 },
             };
         }
         catch (OperationCanceledException)
         {
             logger.LogInformation("Image generation was cancelled");
-            return new ImageGenerationResponse
-            {
-                IsSuccess = false,
-                ErrorMessage = "Generation was cancelled",
-            };
+            throw; // Propagate cancellation to ViewModel for proper handling
         }
         catch (Exception ex)
         {
diff --git a/StabilityMatrix.Avalonia/Services/QwenImageEditProvider.cs b/StabilityMatrix.Avalonia/Services/QwenImageEditProvider.cs
index dd2ce4ea9..760276303 100644
--- a/StabilityMatrix.Avalonia/Services/QwenImageEditProvider.cs
+++ b/StabilityMatrix.Avalonia/Services/QwenImageEditProvider.cs
@@ -1,6 +1,9 @@
+using AsyncAwaitBestPractices;
 using Microsoft.Extensions.Logging;
+using StabilityMatrix.Avalonia.Helpers;
 using StabilityMatrix.Avalonia.Models.BananaVision;
 using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.Api.Comfy;
 using StabilityMatrix.Core.Services.ImageGeneration;
 
 namespace StabilityMatrix.Avalonia.Services;
@@ -17,6 +20,7 @@ IInferenceClientManager clientManager
     public string ProviderName => "Qwen Image Edit (Local)";
     public bool SupportsImageInput => true;
     public bool SupportsMultiTurn => true;
+    public bool RequiresThoughtSignatures => false;
 
     public async Task<ImageGenerationResponse> GenerateAsync(
         ImageGenerationRequest request,
@@ -33,7 +37,7 @@ public async Task<ImageGenerationResponse> GenerateAsync(
                 {
                     IsSuccess = false,
                     ErrorMessage =
-                        "ComfyUI is not connected. Please start a ComfyUI package and connect in the Inference tab.",
+                        "ComfyUI is not connected. Use the Launch button in the header to start and connect to ComfyUI.",
                 };
             }
 
@@ -52,80 +56,15 @@ public async Task<ImageGenerationResponse> GenerateAsync(
                 };
             }
 
-            // Upload input images if provided (Qwen supports up to 3 images natively)
-            if (request.InputImages is { Count: > 0 })
-            {
-                logger.LogInformation("Uploading {Count} input images", request.InputImages.Count);
-
-                for (var i = 0; i < Math.Min(request.InputImages.Count, 3); i++) // Max 3 images for Qwen
-                {
-                    var image = request.InputImages[i];
-                    var inputImageBytes = Convert.FromBase64String(image.Base64Data);
-                    using var inputStream = new MemoryStream(inputImageBytes);
-                    var fileName = $"qwen_image_edit_input_{i}.png";
-
-                    await clientManager.Client.UploadImageAsync(inputStream, fileName, cancellationToken);
-                }
-            }
-
-            // Upload most recent conversation history image for reference (if not already providing 3 input images)
-            if ((request.InputImages?.Count ?? 0) < 3 && request.ConversationHistory != null)
-            {
-                // Find the last assistant message with an image
-                var lastAssistantImage = request.ConversationHistory.LastOrDefault(m =>
-                    m is { Role: MessageRole.Assistant, ImageContent: not null }
-                );
-
-                if (lastAssistantImage?.ImageContent != null)
-                {
-                    var fileName = "qwen_image_edit_history_latest.png";
-
-                    // Prefer uploading directly from file path if available (more efficient)
-                    if (
-                        !string.IsNullOrEmpty(lastAssistantImage.ImageContent.FilePath)
-                        && File.Exists(lastAssistantImage.ImageContent.FilePath)
-                    )
-                    {
-                        logger.LogInformation(
-                            "Uploading conversation history image from file: {FilePath}",
-                            lastAssistantImage.ImageContent.FilePath
-                        );
-
-                        await using var fileStream = File.OpenRead(lastAssistantImage.ImageContent.FilePath);
-                        await clientManager.Client.UploadImageAsync(fileStream, fileName, cancellationToken);
-
-                        logger.LogInformation("Successfully uploaded history image: {FileName}", fileName);
-                    }
-                    else
-                    {
-                        // Fallback to base64 data
-                        logger.LogInformation("Uploading conversation history image from base64 data");
-
-                        var historyImageBytes = Convert.FromBase64String(
-                            lastAssistantImage.ImageContent.Base64Data
-                        );
-                        using var historyStream = new MemoryStream(historyImageBytes);
-                        await clientManager.Client.UploadImageAsync(
-                            historyStream,
-                            fileName,
-                            cancellationToken
-                        );
-
-                        logger.LogInformation(
-                            "Successfully uploaded history image: {FileName} (Size: {Size} bytes)",
-                            fileName,
-                            historyImageBytes.Length
-                        );
-                    }
-                }
-                else
-                {
-                    logger.LogDebug(
-                        "No conversation history image found to upload (InputImages count: {Count})",
-                        request.InputImages?.Count ?? 0
-                    );
-                }
-            }
+            // Upload images using helper
+            await ComfyImageUploadHelper.UploadImagesAsync(
+                clientManager,
+                request,
+                maxInputImages: 3,
+                providerPrefix: "qwen_image_edit",
+                logger,
+                cancellationToken
+            );
 
             // Extract custom model, LoRA selections, and resolution from provider options
             HybridModelFile? customUnetModel = null;
@@ -184,9 +123,84 @@ await clientManager.Client.UploadImageAsync(
             logger.LogInformation("Queuing prompt to ComfyUI");
             var task = await clientManager.Client.QueuePromptAsync(nodes, cancellationToken);
 
-            // Wait for completion
-            logger.LogInformation("Waiting for generation to complete (Prompt ID: {PromptId})", task.Id);
-            await task.Task.WaitAsync(cancellationToken);
+            request.Progress?.Report(
+                new ImageGenerationProgress(
+                    ProviderId,
+                    task.Id,
+                    Value: null,
+                    Maximum: null,
+                    RunningNode: null,
+                    Stage: "Queued"
+                )
+            );
+
+            int? lastPercent = null;
+            string? lastRunningNode = null;
+
+            void ReportProgress(int? value, int? maximum, string? runningNode, string? stage)
+            {
+                int? percent = value is >= 0 && maximum is > 0 ? (value.Value * 100) / maximum.Value : null;
+
+                if (
+                    percent == lastPercent
+                    && string.Equals(lastRunningNode, runningNode, StringComparison.Ordinal)
+                )
+                {
+                    return;
+                }
+
+                lastPercent = percent;
+                lastRunningNode = runningNode;
+
+                request.Progress?.Report(
+                    new ImageGenerationProgress(ProviderId, task.Id, value, maximum, runningNode, stage)
+                );
+            }
+
+            void OnProgressUpdate(
+                object? sender,
+                StabilityMatrix.Core.Inference.ComfyProgressUpdateEventArgs args
+            )
+            {
+                ReportProgress(args.Value, args.Maximum, args.RunningNode, "Generating");
+            }
+
+            void OnRunningNodeChanged(object? sender, string? node)
+            {
+                ReportProgress(
+                    task.LastProgressUpdate?.Value,
+                    task.LastProgressUpdate?.Maximum,
+                    node,
+                    "Generating"
+                );
+            }
+
+            task.ProgressUpdate += OnProgressUpdate;
+            task.RunningNodeChanged += OnRunningNodeChanged;
+
+            // Register cancellation to interrupt ComfyUI if the user cancels
+            await using var promptInterrupt = cancellationToken.Register(() =>
+            {
+                logger.LogInformation(
+                    "Cancellation requested, interrupting ComfyUI prompt {PromptId}",
+                    task.Id
+                );
+                clientManager
+                    .Client.InterruptPromptAsync(new CancellationTokenSource(5000).Token)
+                    .SafeFireAndForget();
+            });
+
+            try
+            {
+                // Wait for completion
+                logger.LogInformation("Waiting for generation to complete (Prompt ID: {PromptId})", task.Id);
+                await task.Task.WaitAsync(cancellationToken);
+            }
+            finally
+            {
+                task.ProgressUpdate -= OnProgressUpdate;
+                task.RunningNodeChanged -= OnRunningNodeChanged;
+            }
 
             // Get the output images
             var outputImages = await clientManager.Client.GetImagesForExecutedPromptAsync(
@@ -194,10 +208,30 @@ await clientManager.Client.UploadImageAsync(
                 cancellationToken
             );
 
-            // Find the SaveImage node output
-            var saveImageOutput = outputImages.FirstOrDefault(x => x.Value?.Count > 0);
+            // Prefer the "SaveImage" output node deterministically.
+            var preferredOutputKey = "SaveImage";
+            string? selectedOutputKey = null;
+            List<ComfyImage>? candidateImages = null;
 
-            if (saveImageOutput.Value == null || saveImageOutput.Value.Count == 0)
+            if (
+                outputImages.TryGetValue(preferredOutputKey, out var preferredImages)
+                && preferredImages is { Count: > 0 }
+            )
+            {
+                selectedOutputKey = preferredOutputKey;
+                candidateImages = preferredImages;
+            }
+            else
+            {
+                var selected = outputImages
+                    .OrderBy(kvp => kvp.Key, StringComparer.Ordinal)
+                    .FirstOrDefault(kvp => kvp.Value is { Count: > 0 });
+
+                selectedOutputKey = string.IsNullOrEmpty(selected.Key) ? null : selected.Key;
+                candidateImages = selected.Value;
+            }
+
+            if (candidateImages is null || candidateImages.Count == 0)
             {
                 logger.LogWarning("No output images found from generation");
                 return new ImageGenerationResponse
@@ -207,46 +241,53 @@ await clientManager.Client.UploadImageAsync(
                 };
             }
 
-            // Download the first image
-            var comfyImage = saveImageOutput.Value[0];
-            logger.LogInformation("Downloading generated image: {FileName}", comfyImage.FileName);
+            var generatedImages = new List<GeneratedImage>();
 
-            await using var imageStream = await clientManager.Client.GetImageStreamAsync(
-                comfyImage,
-                cancellationToken
-            );
-            using var memoryStream = new MemoryStream();
-            await imageStream.CopyToAsync(memoryStream, cancellationToken);
-            var imageBytes = memoryStream.ToArray();
-            var base64Image = Convert.ToBase64String(imageBytes);
+            foreach (var comfyImage in candidateImages)
+            {
+                logger.LogInformation("Downloading generated image: {FileName}", comfyImage.FileName);
 
-            var mimeType =
-                comfyImage.FileName.EndsWith(".png") ? "image/png"
-                : comfyImage.FileName.EndsWith(".jpg") || comfyImage.FileName.EndsWith(".jpeg") ? "image/jpeg"
-                : "image/png";
+                await using var imageStream = await clientManager.Client.GetImageStreamAsync(
+                    comfyImage,
+                    cancellationToken
+                );
+                using var memoryStream = new MemoryStream();
+                await imageStream.CopyToAsync(memoryStream, cancellationToken);
+                var imageBytes = memoryStream.ToArray();
+                var base64Image = Convert.ToBase64String(imageBytes);
+
+                var mimeType =
+                    comfyImage.FileName.EndsWith(".png", StringComparison.OrdinalIgnoreCase) ? "image/png"
+                    : comfyImage.FileName.EndsWith(".jpg", StringComparison.OrdinalIgnoreCase)
+                    || comfyImage.FileName.EndsWith(".jpeg", StringComparison.OrdinalIgnoreCase)
+                        ? "image/jpeg"
+                    : comfyImage.FileName.EndsWith(".webp", StringComparison.OrdinalIgnoreCase) ? "image/webp"
+                    : "image/png";
+
+                generatedImages.Add(new GeneratedImage { Base64Data = base64Image, MimeType = mimeType });
+            }
 
-            logger.LogInformation("Successfully generated image with Qwen Image Edit");
+            logger.LogInformation(
+                "Successfully generated {Count} image(s) with Qwen Image Edit",
+                generatedImages.Count
+            );
 
             return new ImageGenerationResponse
             {
                 IsSuccess = true,
-                Images = [new GeneratedImage { Base64Data = base64Image, MimeType = mimeType }],
+                Images = generatedImages,
                 TextResponse = null,
                 Metadata = new Dictionary<string, object>
                 {
                     ["promptId"] = task.Id,
-                    ["fileName"] = comfyImage.FileName,
+                    ["outputNode"] = selectedOutputKey ?? "unknown",
                 },
             };
         }
         catch (OperationCanceledException)
         {
             logger.LogInformation("Image generation was cancelled");
-            return new ImageGenerationResponse
-            {
-                IsSuccess = false,
-                ErrorMessage = "Generation was cancelled",
-            };
+            throw; // Propagate cancellation to ViewModel for proper handling
         }
         catch (Exception ex)
         {
diff --git a/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.Models.cs b/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.Models.cs
index ca1d843db..52b94eefa 100644
--- a/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.Models.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.Models.cs
@@ -47,32 +47,58 @@ params IEnumerable<HybridModelFile>[] modelGroups
     }
 
     /// <summary>
-    /// Loads available Flux Kontext models from the DiffusionModels folder using local model index
+    /// Categorizes models from a folder type based on search terms
     /// </summary>
-    private void LoadAvailableFluxModels()
+    /// <param name="folderType">The folder type to search</param>
+    /// <param name="primaryTerms">Primary search terms (highest priority)</param>
+    /// <param name="secondaryTerms">Secondary search terms (medium priority, optional)</param>
+    /// <returns>Tuple of (matched models, secondary matched models, untagged models)</returns>
+    private (
+        List<HybridModelFile> Primary,
+        List<HybridModelFile> Secondary,
+        List<HybridModelFile> Untagged
+    ) CategorizeModelsByTerms(
+        SharedFolderType folderType,
+        string[] primaryTerms,
+        string[]? secondaryTerms = null
+    )
     {
-        // Categorize UNet models
-        var kontextModels = new List<HybridModelFile>();
+        var primaryModels = new List<HybridModelFile>();
+        var secondaryModels = new List<HybridModelFile>();
         var untaggedModels = new List<HybridModelFile>();
 
-        foreach (
-            var model in modelIndexService
-                .FindByModelType(SharedFolderType.DiffusionModels)
-                .Select(HybridModelFile.FromLocal)
-        )
+        foreach (var model in modelIndexService.FindByModelType(folderType).Select(HybridModelFile.FromLocal))
         {
             var baseModel = model.Local?.ConnectedModelInfo?.BaseModel;
 
-            if (baseModel?.Contains("Kontext", StringComparison.OrdinalIgnoreCase) == true)
+            // Check primary terms first
+            if (
+                primaryTerms.Any(term =>
+                    baseModel?.Contains(term, StringComparison.OrdinalIgnoreCase) == true
+                )
+            )
+            {
+                primaryModels.Add(model);
+            }
+            // Check secondary terms
+            else if (
+                secondaryTerms?.Any(term =>
+                    baseModel?.Contains(term, StringComparison.OrdinalIgnoreCase) == true
+                ) == true
+            )
             {
-                kontextModels.Add(model);
+                secondaryModels.Add(model);
             }
+            // Check filename fallback for untagged models
             else if (string.IsNullOrEmpty(baseModel))
             {
-                // Also check filename for "kontext" as fallback
-                if (model.FileName.Contains("kontext", StringComparison.OrdinalIgnoreCase))
+                if (
+                    primaryTerms.Any(term =>
+                        model.FileName.Contains(term, StringComparison.OrdinalIgnoreCase)
+                    )
+                )
                 {
-                    kontextModels.Add(model);
+                    primaryModels.Add(model);
                 }
                 else
                 {
@@ -81,6 +107,20 @@ var model in modelIndexService
             }
         }
 
+        return (primaryModels, secondaryModels, untaggedModels);
+    }
+
+    /// <summary>
+    /// Loads available Flux Kontext models from the DiffusionModels folder using local model index
+    /// </summary>
+    private void LoadAvailableFluxModels()
+    {
+        // Load UNet models - prioritize Kontext
+        var (kontextModels, _, untaggedModels) = CategorizeModelsByTerms(
+            SharedFolderType.DiffusionModels,
+            ["Kontext"]
+        );
+
         PopulateModelCollection(AvailableFluxModels, kontextModels, untaggedModels);
 
         // Auto-select first Kontext model if available
@@ -92,32 +132,12 @@ var model in modelIndexService
                 ) ?? AvailableFluxModels.First();
         }
 
-        // Categorize LoRA models - prioritize Flux Kontext, then Flux, then untagged
-        var kontextLoras = new List<HybridModelFile>();
-        var fluxLoras = new List<HybridModelFile>();
-        var untaggedLoras = new List<HybridModelFile>();
-
-        foreach (
-            var lora in modelIndexService
-                .FindByModelType(SharedFolderType.Lora | SharedFolderType.LyCORIS)
-                .Select(HybridModelFile.FromLocal)
-        )
-        {
-            var baseModel = lora.Local?.ConnectedModelInfo?.BaseModel;
-
-            if (baseModel?.Contains("Kontext", StringComparison.OrdinalIgnoreCase) == true)
-            {
-                kontextLoras.Add(lora);
-            }
-            else if (baseModel?.Contains("Flux", StringComparison.OrdinalIgnoreCase) == true)
-            {
-                fluxLoras.Add(lora);
-            }
-            else if (string.IsNullOrEmpty(baseModel))
-            {
-                untaggedLoras.Add(lora);
-            }
-        }
+        // Load LoRA models - prioritize Kontext, then Flux, then untagged
+        var (kontextLoras, fluxLoras, untaggedLoras) = CategorizeModelsByTerms(
+            SharedFolderType.Lora | SharedFolderType.LyCORIS,
+            ["Kontext"],
+            ["Flux"]
+        );
 
         PopulateModelCollection(AvailableFluxLoras, kontextLoras, fluxLoras, untaggedLoras);
 
@@ -133,35 +153,11 @@ var lora in modelIndexService
     /// </summary>
     private void LoadAvailableQwenModels()
     {
-        // Categorize UNet models
-        var qwenModels = new List<HybridModelFile>();
-        var untaggedModels = new List<HybridModelFile>();
-
-        foreach (
-            var model in modelIndexService
-                .FindByModelType(SharedFolderType.DiffusionModels)
-                .Select(HybridModelFile.FromLocal)
-        )
-        {
-            var baseModel = model.Local?.ConnectedModelInfo?.BaseModel;
-
-            if (baseModel?.Contains("Qwen", StringComparison.OrdinalIgnoreCase) == true)
-            {
-                qwenModels.Add(model);
-            }
-            else if (string.IsNullOrEmpty(baseModel))
-            {
-                // Also check filename for "qwen" as fallback
-                if (model.FileName.Contains("qwen", StringComparison.OrdinalIgnoreCase))
-                {
-                    qwenModels.Add(model);
-                }
-                else
-                {
-                    untaggedModels.Add(model);
-                }
-            }
-        }
+        // Load UNet models - prioritize Qwen
+        var (qwenModels, _, untaggedModels) = CategorizeModelsByTerms(
+            SharedFolderType.DiffusionModels,
+            ["Qwen"]
+        );
 
         PopulateModelCollection(AvailableQwenModels, qwenModels, untaggedModels);
 
@@ -174,13 +170,13 @@ var model in modelIndexService
                 ) ?? AvailableQwenModels.First();
         }
 
-        // Load all LoRA models (all are potentially compatible with Qwen)
-        var allLoras = modelIndexService
-            .FindByModelType(SharedFolderType.Lora | SharedFolderType.LyCORIS)
-            .Select(HybridModelFile.FromLocal)
-            .ToList();
+        // Load LoRA models - prioritize Qwen, then untagged
+        var (qwenLoras, _, untaggedLoras) = CategorizeModelsByTerms(
+            SharedFolderType.Lora | SharedFolderType.LyCORIS,
+            ["Qwen"]
+        );
 
-        PopulateModelCollection(AvailableQwenLoras, allLoras);
+        PopulateModelCollection(AvailableQwenLoras, qwenLoras, untaggedLoras);
 
         logger.LogInformation(
             "Loaded {ModelCount} Qwen models and {LoraCount} LoRAs from local index",
diff --git a/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs
index bdfe0ccd1..15db1de25 100644
--- a/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs
@@ -1,5 +1,7 @@
 using System.Collections.ObjectModel;
 using System.Collections.Specialized;
+using System.Net.Http;
+using System.Net.Sockets;
 using System.Reactive.Linq;
 using AsyncAwaitBestPractices;
 using Avalonia.Controls;
@@ -11,17 +13,21 @@
 using CommunityToolkit.Mvvm.ComponentModel;
 using CommunityToolkit.Mvvm.Input;
 using FluentAvalonia.UI.Controls;
+using FluentAvalonia.UI.Media.Animation;
 using Injectio.Attributes;
 using Microsoft.Extensions.DependencyInjection;
 using Microsoft.Extensions.Logging;
 using StabilityMatrix.Avalonia.Controls;
+using StabilityMatrix.Avalonia.Helpers;
 using StabilityMatrix.Avalonia.Models;
 using StabilityMatrix.Avalonia.Models.BananaVision;
 using StabilityMatrix.Avalonia.Services;
 using StabilityMatrix.Avalonia.ViewModels.Base;
 using StabilityMatrix.Avalonia.ViewModels.Dialogs;
+using StabilityMatrix.Avalonia.ViewModels.Settings;
 using StabilityMatrix.Avalonia.Views;
 using StabilityMatrix.Core.Attributes;
+using StabilityMatrix.Core.Helper;
 using StabilityMatrix.Core.Models;
 using StabilityMatrix.Core.Models.Database;
 using StabilityMatrix.Core.Models.Packages;
@@ -38,9 +44,10 @@ public partial class BananaVisionPageViewModel : PageViewModelBase
     private readonly IImageGenerationChatService chatService;
     private readonly ISecretsManager secretsManager;
     private readonly INotificationService notificationService;
-    private readonly RunningPackageService runningPackageService;
     private readonly IServiceManager<ViewModelBase> vmFactory;
     private readonly IModelIndexService modelIndexService;
+    private readonly INavigationService<MainWindowViewModel> navigationService;
+    private readonly INavigationService<SettingsViewModel> settingsNavigationService;
 
     public override string Title => "BananaVision";
     public override IconSource IconSource =>
@@ -53,12 +60,77 @@ public partial class BananaVisionPageViewModel : PageViewModelBase
 
     [ObservableProperty]
     [NotifyCanExecuteChangedFor(nameof(SendMessageCommand))]
+    [NotifyPropertyChangedFor(nameof(IsCurrentConversationGenerating))]
     public partial bool IsGenerating { get; set; }
 
+    [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(IsCurrentConversationGenerating))]
+    public partial Guid? GeneratingConversationId { get; set; }
+
+    /// <summary>
+    /// True if the currently selected conversation is the one that's generating.
+    /// Used to scope the progress indicator to the active conversation.
+    /// </summary>
+    public bool IsCurrentConversationGenerating =>
+        IsGenerating && CurrentConversation != null && GeneratingConversationId == CurrentConversation.Id;
+
+    [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(HasGenerationProgress))]
+    [NotifyPropertyChangedFor(nameof(GenerationProgressText))]
+    public partial int? GenerationProgressPercent { get; set; }
+
+    [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(HasGenerationProgress))]
+    [NotifyPropertyChangedFor(nameof(GenerationProgressText))]
+    public partial string? GenerationProgressStage { get; set; }
+
+    [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(HasGenerationProgress))]
+    [NotifyPropertyChangedFor(nameof(GenerationProgressText))]
+    public partial string? GenerationProgressRunningNode { get; set; }
+
+    public bool HasGenerationProgress =>
+        RequiresLocalBackend
+        && (
+            GenerationProgressPercent != null
+            || !string.IsNullOrEmpty(GenerationProgressStage)
+            || !string.IsNullOrEmpty(GenerationProgressRunningNode)
+        );
+
+    public string GenerationProgressText
+    {
+        get
+        {
+            if (!IsGenerating)
+                return "Ready";
+
+            if (!RequiresLocalBackend)
+                return "Creating your image...";
+
+            var stage = string.IsNullOrWhiteSpace(GenerationProgressStage)
+                ? "Creating your image..."
+                : GenerationProgressStage;
+            var node = string.IsNullOrWhiteSpace(GenerationProgressRunningNode)
+                ? null
+                : GenerationProgressRunningNode.Replace('_', ' ');
+            var percent = GenerationProgressPercent;
+
+            if (percent is >= 0 and <= 100 && !string.IsNullOrWhiteSpace(node))
+                return $"{stage} ({percent}%) • {node}";
+            if (percent is >= 0 and <= 100)
+                return $"{stage} ({percent}%)";
+            if (!string.IsNullOrWhiteSpace(node))
+                return $"{stage} • {node}";
+
+            return stage;
+        }
+    }
+
     [ObservableProperty]
     public partial string? ErrorMessage { get; set; }
 
     [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(IsCurrentConversationGenerating))]
     public partial ImageGenerationConversation? CurrentConversation { get; set; }
 
     partial void OnCurrentConversationChanged(
@@ -89,7 +161,7 @@ partial void OnCurrentConversationChanged(
             }
 
             // Create new cancellation token for this load operation
-            loadMessagesCts = new CancellationTokenSource();
+            loadMessagesCts = new();
             var token = loadMessagesCts.Token;
 
             // Load messages for the new conversation (fire and forget with error handling)
@@ -106,7 +178,7 @@ partial void OnCurrentConversationChanged(
         else
         {
             logger.LogWarning("Current conversation set to null");
-            Messages.Clear();
+            ClearMessages();
         }
     }
 
@@ -119,7 +191,7 @@ private async Task LoadMessagesForConversationAsync(
     )
     {
         // Clear on UI thread
-        await Dispatcher.UIThread.InvokeAsync(() => Messages.Clear());
+        await Dispatcher.UIThread.InvokeAsync(ClearMessages);
 
         try
         {
@@ -139,26 +211,32 @@ await Dispatcher.UIThread.InvokeAsync(() =>
             {
                 foreach (var message in messages)
                 {
-                    // Show thinking content first (for assistant messages)
-                    if (
-                        message.Role == MessageRole.Assistant
-                        && ShowThinkingOutput
-                        && !string.IsNullOrEmpty(message.ThinkingContent)
-                    )
-                    {
-                        Messages.Add(new ThinkingMessage(message.ThinkingContent));
-                    }
+                    AddMessageToUI(message);
+                }
 
-                    if (!string.IsNullOrEmpty(message.TextContent))
-                    {
-                        Messages.Add(new TextMessage(message.TextContent, message.Role == MessageRole.User));
-                    }
+                // Notify gallery that images may have changed
+                OnPropertyChanged(nameof(ConversationImages));
+                OnPropertyChanged(nameof(HasConversationImages));
 
-                    if (!string.IsNullOrEmpty(message.ImagePath) && File.Exists(message.ImagePath))
+                // If this conversation is currently generating, re-add the loading placeholder
+                if (GeneratingConversationId == conversation.Id && IsGenerating)
+                {
+                    currentLoadingMessage = new LoadingImageMessage
                     {
-                        var bitmap = new Bitmap(message.ImagePath);
-                        Messages.Add(new ImageMessage(bitmap, message.Role == MessageRole.User));
-                    }
+                        TargetWidth = (SelectedAspectRatio?.Width ?? 300) / 3,
+                        TargetHeight = (SelectedAspectRatio?.Height ?? 300) / 3,
+                    };
+                    Messages.Add(currentLoadingMessage);
+                }
+
+                // Start the view at the bottom when switching to a (potentially long) conversation.
+                // Guard against late completion after the user already switched away.
+                if (CurrentConversation?.Id == conversation.Id)
+                {
+                    Dispatcher.UIThread.Post(
+                        () => ScrollToEndForcedRequested?.Invoke(this, EventArgs.Empty),
+                        DispatcherPriority.Background
+                    );
                 }
             });
         }
@@ -189,6 +267,13 @@ await Dispatcher.UIThread.InvokeAsync(() =>
     [ObservableProperty]
     public partial bool CanRetryLastMessage { get; set; }
 
+    /// <summary>
+    /// Whether we can regenerate the last assistant response (true when there's at least one assistant message)
+    /// </summary>
+    public bool CanRegenerateLastResponse =>
+        Messages.OfType<TextMessage>().Any(m => !m.IsMyMessage)
+        || Messages.OfType<ImageMessage>().Any(m => !m.IsMyMessage);
+
     /// <summary>
     /// Whether to show thinking/reasoning output from Gemini 3 Pro
     /// </summary>
@@ -274,15 +359,15 @@ await Dispatcher.UIThread.InvokeAsync(() =>
     /// </summary>
     public ObservableCollection<AspectRatioOption> AvailableAspectRatios { get; } =
         [
-            new AspectRatioOption("1:1", "Square", 1024, 1024),
-            new AspectRatioOption("16:9", "Landscape Wide", 1344, 768),
-            new AspectRatioOption("9:16", "Portrait Tall", 768, 1344),
-            new AspectRatioOption("4:3", "Landscape", 1152, 896),
-            new AspectRatioOption("3:4", "Portrait", 896, 1152),
-            new AspectRatioOption("3:2", "Photo Landscape", 1216, 832),
-            new AspectRatioOption("2:3", "Photo Portrait", 832, 1216),
-            new AspectRatioOption("21:9", "Ultrawide", 1536, 640),
-            new AspectRatioOption("9:21", "Ultra Tall", 640, 1536),
+            new("1:1", "Square", 1024, 1024),
+            new("16:9", "Landscape Wide", 1344, 768),
+            new("9:16", "Portrait Tall", 768, 1344),
+            new("4:3", "Landscape", 1152, 896),
+            new("3:4", "Portrait", 896, 1152),
+            new("3:2", "Photo Landscape", 1216, 832),
+            new("2:3", "Photo Portrait", 832, 1216),
+            new("21:9", "Ultrawide", 1536, 640),
+            new("9:21", "Ultra Tall", 640, 1536),
         ];
 
     /// <summary>
@@ -322,6 +407,23 @@ await Dispatcher.UIThread.InvokeAsync(() =>
     [ObservableProperty]
     public partial bool IsDragOverImage { get; set; }
 
+    /// <summary>
+    /// Whether the image gallery sidebar is visible
+    /// </summary>
+    [ObservableProperty]
+    public partial bool IsGalleryVisible { get; set; }
+
+    /// <summary>
+    /// Gets all images in the current conversation for the gallery view
+    /// </summary>
+    public IEnumerable<ImageMessage> ConversationImages =>
+        Messages.OfType<ImageMessage>().Where(m => !m.IsMyMessage);
+
+    /// <summary>
+    /// Whether there are any images in the conversation
+    /// </summary>
+    public bool HasConversationImages => ConversationImages.Any();
+
     partial void OnIsWaitingForConnectionChanged(bool value)
     {
         UpdateProviderStatus();
@@ -335,6 +437,11 @@ partial void OnIsWaitingForConnectionChanged(bool value)
     private bool hasShownMissingModelsDialog;
     private CancellationTokenSource? loadMessagesCts;
 
+    /// <summary>
+    /// Tracks the current loading message so it can be reliably removed on cancellation.
+    /// </summary>
+    private LoadingImageMessage? currentLoadingMessage;
+
     /// <summary>
     /// Messages in the current conversation. Can contain MessageBase or ThinkingMessage.
     /// </summary>
@@ -345,6 +452,12 @@ partial void OnIsWaitingForConnectionChanged(bool value)
     /// </summary>
     public event EventHandler? ScrollToEndRequested;
 
+    /// <summary>
+    /// Event raised when the message list should force-scroll to the end.
+    /// Used after switching conversations so users start at the bottom immediately.
+    /// </summary>
+    public event EventHandler? ScrollToEndForcedRequested;
+
     public ObservableCollection<ImageGenerationConversation> Conversations { get; set; } = [];
     public ObservableCollection<ProviderDisplayItem> AvailableProviders { get; set; } = [];
 
@@ -364,15 +477,18 @@ public BananaVisionPageViewModel(
         IInferenceClientManager inferenceClientManager,
         RunningPackageService runningPackageService,
         IServiceManager<ViewModelBase> vmFactory,
-        IModelIndexService modelIndexService
+        IModelIndexService modelIndexService,
+        INavigationService<MainWindowViewModel> navigationService,
+        INavigationService<SettingsViewModel> settingsNavigationService
     )
     {
         this.logger = logger;
         this.chatService = chatService;
         this.secretsManager = secretsManager;
         this.notificationService = notificationService;
-        this.runningPackageService = runningPackageService;
         this.vmFactory = vmFactory;
+        this.navigationService = navigationService;
+        this.settingsNavigationService = settingsNavigationService;
         this.modelIndexService = modelIndexService;
 
         ClientManager = inferenceClientManager;
@@ -385,7 +501,7 @@ IModelIndexService modelIndexService
         var providers = chatService.GetAvailableProviders();
         foreach (var provider in providers)
         {
-            AvailableProviders.Add(new ProviderDisplayItem(provider.ProviderId, provider.ProviderName));
+            AvailableProviders.Add(new(provider.ProviderId, provider.ProviderName));
         }
 
         // Set default provider (use the first provider's ID)
@@ -411,6 +527,13 @@ IModelIndexService modelIndexService
                         logger.LogError(ex, "Failed to check for missing models");
                     });
             }
+
+            // When disconnected during generation, cancel the pending operation
+            if (!ClientManager.IsConnected && IsGenerating && RequiresLocalBackend)
+            {
+                logger.LogWarning("ComfyUI disconnected during generation, cancelling...");
+                CancelGeneration();
+            }
         };
 
         // Subscribe to running package changes
@@ -490,6 +613,32 @@ IModelIndexService modelIndexService
         UpdateProviderStatus();
     }
 
+    private void ResetGenerationProgress()
+    {
+        GenerationProgressPercent = null;
+        GenerationProgressStage = null;
+        GenerationProgressRunningNode = null;
+        OnPropertyChanged(nameof(GenerationProgressText));
+    }
+
+    private IProgress<ImageGenerationProgress> CreateProgressReporter(string providerId)
+    {
+        return new Progress<ImageGenerationProgress>(progress =>
+        {
+            // Only show progress for the active local generation session/provider.
+            if (!RequiresLocalBackend || SelectedProviderId != providerId)
+                return;
+
+            Dispatcher.UIThread.Post(() =>
+            {
+                GenerationProgressPercent = progress.Percent;
+                GenerationProgressStage = progress.Stage;
+                GenerationProgressRunningNode = progress.RunningNode;
+                OnPropertyChanged(nameof(GenerationProgressText));
+            });
+        });
+    }
+
     public override async Task OnLoadedAsync()
     {
         await base.OnLoadedAsync();
@@ -601,7 +750,7 @@ private async Task DeleteConversationAsync(ImageGenerationConversation conversat
 
             if (CurrentConversation?.Id == conversation.Id)
             {
-                Messages.Clear();
+                ClearMessages();
                 CurrentConversation = null;
 
                 // Load first conversation if available
@@ -684,20 +833,61 @@ public string GetProviderDisplayName(string? providerId)
     [RelayCommand]
     private async Task ConnectAsync()
     {
-        try
-        {
-            logger.LogInformation("Attempting to connect to ComfyUI...");
-            await ClientManager.ConnectAsync();
-            notificationService.Show(
-                "Connected",
-                "Successfully connected to ComfyUI",
-                NotificationType.Success
-            );
-        }
-        catch (Exception ex)
+        const int maxRetries = 5;
+        const int retryDelayMs = 1000;
+
+        for (var attempt = 1; attempt <= maxRetries; attempt++)
         {
-            logger.LogError(ex, "Failed to connect to ComfyUI");
-            notificationService.Show("Connection Failed", ex.Message, NotificationType.Error);
+            try
+            {
+                logger.LogInformation(
+                    "Attempting to connect to ComfyUI (attempt {Attempt}/{MaxRetries})...",
+                    attempt,
+                    maxRetries
+                );
+                await ClientManager.ConnectAsync();
+                notificationService.Show(
+                    "Connected",
+                    "Successfully connected to ComfyUI",
+                    NotificationType.Success
+                );
+                return; // Success - exit the method
+            }
+            catch (HttpRequestException ex)
+                when (ex.InnerException is SocketException { SocketErrorCode: SocketError.ConnectionRefused })
+            {
+                // Connection refused - ComfyUI might still be starting up
+                if (attempt < maxRetries)
+                {
+                    logger.LogDebug(
+                        "Connection refused (attempt {Attempt}/{MaxRetries}), retrying in {Delay}ms...",
+                        attempt,
+                        maxRetries,
+                        retryDelayMs
+                    );
+                    await Task.Delay(retryDelayMs);
+                }
+                else
+                {
+                    logger.LogWarning(
+                        ex,
+                        "Failed to connect to ComfyUI after {MaxRetries} attempts",
+                        maxRetries
+                    );
+                    notificationService.Show(
+                        "Connection Failed",
+                        "Could not connect to ComfyUI. Make sure it's running and try again.",
+                        NotificationType.Warning
+                    );
+                }
+            }
+            catch (Exception ex)
+            {
+                // Other errors - don't retry
+                logger.LogError(ex, "Failed to connect to ComfyUI");
+                notificationService.Show("Connection Failed", ex.Message, NotificationType.Error);
+                return;
+            }
         }
     }
 
@@ -734,22 +924,6 @@ private async Task SendMessageAsync(CancellationToken cancellationToken)
             return;
         }
 
-        // Check API key only for Gemini provider
-        if (BananaVisionProviderIds.IsCloudProvider(SelectedProviderId))
-        {
-            var secrets = await secretsManager.SafeLoadAsync();
-            if (string.IsNullOrEmpty(secrets.GeminiApiKey))
-            {
-                ErrorMessage = "Gemini API key not configured. Please add it in Settings.";
-                notificationService.Show(
-                    "API Key Required",
-                    "Please configure your Gemini API key in Settings.",
-                    NotificationType.Warning
-                );
-                return;
-            }
-        }
-
         var messageText = NewMessageText;
         var imagePaths = PendingImages.Select(p => p.FilePath).ToList();
 
@@ -762,26 +936,51 @@ private async Task SendMessageAsync(CancellationToken cancellationToken)
         CanRetryLastMessage = false;
 
         // Add user message to UI immediately
+        var provisionalUiItems = new List<object>();
         if (!string.IsNullOrWhiteSpace(messageText))
         {
-            Messages.Add(new TextMessage(messageText, true));
+            var uiText = new TextMessage(messageText, true);
+            provisionalUiItems.Add(uiText);
+            Messages.Add(uiText);
         }
 
-        // Show pending images in chat
+        // Show pending images in chat (provisional; will be replaced by persisted copies after DB save)
         foreach (var pendingImage in PendingImages)
         {
-            Messages.Add(new ImageMessage(pendingImage.Bitmap, true));
+            var uiImage = new ImageMessage(pendingImage.Bitmap, true);
+            provisionalUiItems.Add(uiImage);
+            Messages.Add(uiImage);
         }
 
         // Clear pending images
         PendingImages.Clear();
 
         IsGenerating = true;
+        ResetGenerationProgress();
+        if (RequiresLocalBackend && !string.IsNullOrEmpty(SelectedProviderId))
+        {
+            GenerationProgressStage = "Starting...";
+        }
+
+        // Track which conversation is generating (for restoring placeholder on switch back)
+        GeneratingConversationId = CurrentConversation.Id;
+
+        // Add loading placeholder (scaled to 1/3 of target size for compact display)
+        currentLoadingMessage = new LoadingImageMessage
+        {
+            TargetWidth = (SelectedAspectRatio?.Width ?? 300) / 3,
+            TargetHeight = (SelectedAspectRatio?.Height ?? 300) / 3,
+        };
+        Messages.Add(currentLoadingMessage);
 
         try
         {
             // Build provider options
             var providerOptions = BuildProviderOptions();
+            var progress =
+                RequiresLocalBackend && SelectedProviderId != null
+                    ? CreateProgressReporter(SelectedProviderId)
+                    : null;
 
             var (userMessage, assistantMessage) = await chatService.SendMessageAsync(
                 CurrentConversation.Id,
@@ -789,31 +988,33 @@ private async Task SendMessageAsync(CancellationToken cancellationToken)
                 messageText,
                 imagePaths.Count > 0 ? imagePaths : null,
                 providerOptions,
+                progress,
                 cancellationToken
             );
 
-            // Add assistant response to UI
-            if (assistantMessage != null)
+            // Remove loading placeholder
+            if (currentLoadingMessage != null)
             {
-                // Show thinking content first if available and user wants it
-                if (ShowThinkingOutput && !string.IsNullOrEmpty(assistantMessage.ThinkingContent))
-                {
-                    Messages.Add(new ThinkingMessage(assistantMessage.ThinkingContent));
-                }
+                Messages.Remove(currentLoadingMessage);
+                currentLoadingMessage = null;
+            }
 
-                if (!string.IsNullOrEmpty(assistantMessage.TextContent))
+            // Replace provisional user UI items with canonical DB-backed messages (with IDs and persisted image paths).
+            foreach (var item in provisionalUiItems)
+            {
+                Messages.Remove(item);
+                if (item is ImageMessage imageMessage)
                 {
-                    Messages.Add(new TextMessage(assistantMessage.TextContent, false));
+                    imageMessage.Image?.Dispose();
                 }
+            }
 
-                if (
-                    !string.IsNullOrEmpty(assistantMessage.ImagePath)
-                    && File.Exists(assistantMessage.ImagePath)
-                )
-                {
-                    var bitmap = new Bitmap(assistantMessage.ImagePath);
-                    Messages.Add(new ImageMessage(bitmap, false));
-                }
+            AddUserMessageToUI(userMessage);
+
+            // Add assistant response to UI
+            if (assistantMessage != null)
+            {
+                AddAssistantMessageToUI(assistantMessage);
             }
 
             // Reload conversations to update timestamps and titles
@@ -831,17 +1032,41 @@ private async Task SendMessageAsync(CancellationToken cancellationToken)
         }
         catch (OperationCanceledException)
         {
-            logger.LogInformation("Message generation cancelled");
-            notificationService.Show("Cancelled", "Image generation cancelled", NotificationType.Information);
-            CanRetryLastMessage = true; // Enable retry after cancel
+            // Check if cancellation was due to connection loss
+            if (RequiresLocalBackend && !ClientManager.IsConnected)
+            {
+                logger.LogWarning("Message generation cancelled due to connection loss");
+                ErrorMessage = "Connection to ComfyUI was lost during generation.";
+                notificationService.Show(
+                    "Connection Lost",
+                    "ComfyUI disconnected during generation",
+                    NotificationType.Warning
+                );
+            }
+            else
+            {
+                logger.LogInformation("Message generation cancelled");
+                ErrorMessage = "Cancelled";
+            }
+            CanRetryLastMessage = true;
         }
         catch (ImageGenerationException ex)
         {
             // Expected error from generation (provider error, API error, etc.)
             logger.LogWarning("Image generation failed: {Message}", ex.Message);
-            ErrorMessage = ex.Message;
-            notificationService.Show("Generation Failed", ex.Message, NotificationType.Warning);
-            CanRetryLastMessage = true;
+
+            // Check if this is an API key error
+            if (ex.Message.Contains("API key", StringComparison.OrdinalIgnoreCase))
+            {
+                await ShowApiKeyRequiredDialogAsync();
+                CanRetryLastMessage = true;
+            }
+            else
+            {
+                ErrorMessage = ex.Message;
+                notificationService.Show("Generation Failed", ex.Message, NotificationType.Warning);
+                CanRetryLastMessage = true;
+            }
         }
         catch (Exception ex)
         {
@@ -854,11 +1079,47 @@ private async Task SendMessageAsync(CancellationToken cancellationToken)
         finally
         {
             IsGenerating = false;
+            GeneratingConversationId = null;
+            ResetGenerationProgress();
+            // Ensure loading placeholder is removed on cancel/error
+            if (currentLoadingMessage != null)
+            {
+                Messages.Remove(currentLoadingMessage);
+                currentLoadingMessage = null;
+            }
         }
     }
 
-    [RelayCommand]
-    private async Task RetryLastMessageAsync()
+    /// <summary>
+    /// Shows a dialog prompting the user to add their Gemini API key in settings
+    /// </summary>
+    private async Task ShowApiKeyRequiredDialogAsync()
+    {
+        var dialog = new ContentDialog
+        {
+            Title = "API Key Required",
+            Content =
+                "Gemini API key not configured. Please add your Gemini API key in Account Settings to use cloud providers.",
+            PrimaryButtonText = "Open Settings",
+            CloseButtonText = "Cancel",
+            DefaultButton = ContentDialogButton.Primary,
+        };
+
+        var result = await dialog.ShowAsync();
+
+        if (result == ContentDialogResult.Primary)
+        {
+            // Navigate to Settings -> Account Settings
+            navigationService.NavigateTo<SettingsViewModel>(new SuppressNavigationTransitionInfo());
+            await Task.Delay(100);
+            settingsNavigationService.NavigateTo<AccountSettingsViewModel>(
+                new SuppressNavigationTransitionInfo()
+            );
+        }
+    }
+
+    [RelayCommand(IncludeCancelCommand = true)]
+    private async Task RetryLastMessageAsync(CancellationToken cancellationToken)
     {
         if (CurrentConversation == null)
             return;
@@ -873,52 +1134,90 @@ private async Task RetryLastMessageAsync()
         ErrorMessage = null;
         CanRetryLastMessage = false;
         IsGenerating = true;
+        ResetGenerationProgress();
+        if (RequiresLocalBackend && !string.IsNullOrEmpty(SelectedProviderId))
+        {
+            GenerationProgressStage = "Starting...";
+        }
+
+        // Track which conversation is generating (for restoring placeholder on switch back)
+        GeneratingConversationId = CurrentConversation.Id;
 
         try
         {
             // Build provider options
             var providerOptions = BuildProviderOptions();
+            var progress =
+                RequiresLocalBackend && SelectedProviderId != null
+                    ? CreateProgressReporter(SelectedProviderId)
+                    : null;
+
+            // Add loading placeholder (scaled to 1/3 of target size for compact display)
+            currentLoadingMessage = new LoadingImageMessage
+            {
+                TargetWidth = (SelectedAspectRatio?.Width ?? 300) / 3,
+                TargetHeight = (SelectedAspectRatio?.Height ?? 300) / 3,
+            };
+            Messages.Add(currentLoadingMessage);
 
             // Retry generation - this doesn't create a new user message
             var assistantMessage = await chatService.RetryGenerationAsync(
                 CurrentConversation.Id,
                 SelectedProviderId,
                 providerOptions,
-                CancellationToken.None
+                progress,
+                cancellationToken
             );
 
-            // Add only the assistant response to UI
-            if (ShowThinkingOutput && !string.IsNullOrEmpty(assistantMessage.ThinkingContent))
-            {
-                Messages.Add(new ThinkingMessage(assistantMessage.ThinkingContent));
-            }
-
-            if (!string.IsNullOrEmpty(assistantMessage.TextContent))
+            // Remove loading placeholder
+            if (currentLoadingMessage != null)
             {
-                Messages.Add(new TextMessage(assistantMessage.TextContent, false));
+                Messages.Remove(currentLoadingMessage);
+                currentLoadingMessage = null;
             }
 
-            if (!string.IsNullOrEmpty(assistantMessage.ImagePath) && File.Exists(assistantMessage.ImagePath))
-            {
-                var bitmap = new Bitmap(assistantMessage.ImagePath);
-                Messages.Add(new ImageMessage(bitmap, false));
-            }
+            // Add only the assistant response to UI
+            AddAssistantMessageToUI(assistantMessage, includeDbId: false);
 
             // Reload conversations to update timestamps
             await LoadConversationsAsync();
         }
         catch (OperationCanceledException)
         {
-            logger.LogInformation("Retry generation cancelled");
-            notificationService.Show("Cancelled", "Image generation cancelled", NotificationType.Information);
+            // Check if cancellation was due to connection loss
+            if (RequiresLocalBackend && !ClientManager.IsConnected)
+            {
+                logger.LogWarning("Retry generation cancelled due to connection loss");
+                ErrorMessage = "Connection to ComfyUI was lost during generation.";
+                notificationService.Show(
+                    "Connection Lost",
+                    "ComfyUI disconnected during generation",
+                    NotificationType.Warning
+                );
+            }
+            else
+            {
+                logger.LogInformation("Retry generation cancelled");
+                ErrorMessage = "Cancelled";
+            }
             CanRetryLastMessage = true;
         }
         catch (ImageGenerationException ex)
         {
             logger.LogWarning("Retry generation failed: {Message}", ex.Message);
-            ErrorMessage = ex.Message;
-            notificationService.Show("Generation Failed", ex.Message, NotificationType.Warning);
-            CanRetryLastMessage = true;
+
+            // Check if this is an API key error
+            if (ex.Message.Contains("API key", StringComparison.OrdinalIgnoreCase))
+            {
+                await ShowApiKeyRequiredDialogAsync();
+                CanRetryLastMessage = true;
+            }
+            else
+            {
+                ErrorMessage = ex.Message;
+                notificationService.Show("Generation Failed", ex.Message, NotificationType.Warning);
+                CanRetryLastMessage = true;
+            }
         }
         catch (Exception ex)
         {
@@ -930,6 +1229,14 @@ private async Task RetryLastMessageAsync()
         finally
         {
             IsGenerating = false;
+            GeneratingConversationId = null;
+            ResetGenerationProgress();
+            // Ensure loading placeholder is removed on cancel/error
+            if (currentLoadingMessage != null)
+            {
+                Messages.Remove(currentLoadingMessage);
+                currentLoadingMessage = null;
+            }
         }
     }
 
@@ -941,78 +1248,453 @@ private void DismissError()
     }
 
     /// <summary>
-    /// Builds the provider options dictionary based on current settings
+    /// Regenerates the last assistant response (without an error context)
     /// </summary>
-    private Dictionary<string, object> BuildProviderOptions()
+    [RelayCommand(IncludeCancelCommand = true)]
+    private async Task RegenerateLastResponseAsync(CancellationToken cancellationToken)
     {
-        Dictionary<string, object>? providerOptions = null;
-
-        if (SupportsThinking && ShowThinkingOutput)
-        {
-            providerOptions = new Dictionary<string, object>
-            {
-                ["enableThinking"] = true,
-                ["thinkingBudget"] = 2048,
-            };
-        }
+        if (CurrentConversation == null)
+            return;
 
-        if (SelectedProviderId == BananaVisionProviderIds.FluxKontext)
+        if (string.IsNullOrEmpty(SelectedProviderId))
         {
-            providerOptions ??= new Dictionary<string, object>();
-            if (SelectedFluxModel != null)
-                providerOptions["CustomUnetModel"] = SelectedFluxModel;
-            if (SelectedLoras.Count > 0)
-                providerOptions["SelectedLoras"] = SelectedLoras.ToList();
+            notificationService.Show("Error", "Please select a provider", NotificationType.Error);
+            return;
         }
 
-        if (SelectedProviderId == BananaVisionProviderIds.QwenImageEdit)
+        // Clear error state
+        ErrorMessage = null;
+        CanRetryLastMessage = false;
+        IsGenerating = true;
+        ResetGenerationProgress();
+        if (RequiresLocalBackend && !string.IsNullOrEmpty(SelectedProviderId))
         {
-            providerOptions ??= new Dictionary<string, object>();
-            if (SelectedQwenModel != null)
-                providerOptions["CustomUnetModel"] = SelectedQwenModel;
-            if (SelectedLoras.Count > 0)
-                providerOptions["SelectedLoras"] = SelectedLoras.ToList();
+            GenerationProgressStage = "Starting...";
         }
 
-        providerOptions ??= new Dictionary<string, object>();
+        // Track which conversation is generating (for restoring placeholder on switch back)
+        GeneratingConversationId = CurrentConversation.Id;
 
-        if (UseCustomResolution)
-        {
-            providerOptions["Width"] = CustomWidth;
-            providerOptions["Height"] = CustomHeight;
-        }
-        else if (SelectedAspectRatio != null)
+        try
         {
-            providerOptions["aspectRatio"] = SelectedAspectRatio.Ratio;
-            providerOptions["Width"] = SelectedAspectRatio.Width;
-            providerOptions["Height"] = SelectedAspectRatio.Height;
-        }
+            // Remove the last assistant message(s) from UI before regenerating
+            var messagesToRemove = new List<object>();
+            for (var i = Messages.Count - 1; i >= 0; i--)
+            {
+                var message = Messages[i];
+                // Stop when we hit a user message
+                if (message is TextMessage tm && tm.IsMyMessage)
+                    break;
+                if (message is ImageMessage im && im.IsMyMessage)
+                    break;
+
+                messagesToRemove.Add(message);
+            }
 
-        return providerOptions;
-    }
+            // Remove in reverse order to avoid index issues
+            foreach (var message in messagesToRemove)
+            {
+                Messages.Remove(message);
+                // Dispose image if needed
+                if (message is ImageMessage imageMessage)
+                {
+                    imageMessage.Image?.Dispose();
+                }
+            }
 
-    /// <summary>
-    /// Handles key down events from the message input TextBox.
-    /// Enter sends the message, Shift+Enter adds a new line.
-    /// </summary>
-    [RelayCommand]
-    private void TextBoxKeyDown(KeyEventArgs? e)
-    {
-        if (e?.Key != Key.Enter)
-            return;
+            // Delete old assistant messages from database (but preserve their image files)
+            var dbMessages = await chatService.GetMessagesAsync(CurrentConversation.Id);
+            var lastUserMessage = dbMessages.LastOrDefault(m => m.Role == MessageRole.User);
+            if (lastUserMessage != null)
+            {
+                // Find all assistant messages after the last user message
+                var oldAssistantMessages = dbMessages
+                    .Where(m => m.Role == MessageRole.Assistant && m.Timestamp > lastUserMessage.Timestamp)
+                    .ToList();
 
-        // Shift+Enter = let TextBox handle it naturally (insert newline at cursor position)
-        if (e.KeyModifiers.HasFlag(KeyModifiers.Shift))
-        {
-            // Don't handle it - let the TextBox process the newline naturally
-            return;
-        }
+                // Delete them from database but preserve image files for the output browser
+                foreach (var oldMsg in oldAssistantMessages)
+                {
+                    await chatService.DeleteMessageAsync(oldMsg.Id, preserveImageFile: true);
+                }
 
-        // Plain Enter = send message (but only if not already generating)
-        if (!IsGenerating && SendMessageCommand.CanExecute(null))
-        {
-            e.Handled = true;
-            SendMessageCommand.Execute(null);
+                if (oldAssistantMessages.Count > 0)
+                {
+                    logger.LogInformation(
+                        "Removed {Count} old assistant message(s) from database, preserved image files",
+                        oldAssistantMessages.Count
+                    );
+                }
+            }
+
+            // Build provider options
+            var providerOptions = BuildProviderOptions();
+            var progress =
+                RequiresLocalBackend && SelectedProviderId != null
+                    ? CreateProgressReporter(SelectedProviderId)
+                    : null;
+
+            // Add loading placeholder (scaled to 1/3 of target size for compact display)
+            currentLoadingMessage = new LoadingImageMessage
+            {
+                TargetWidth = (SelectedAspectRatio?.Width ?? 300) / 3,
+                TargetHeight = (SelectedAspectRatio?.Height ?? 300) / 3,
+            };
+            Messages.Add(currentLoadingMessage);
+
+            // Retry generation - this doesn't create a new user message
+            var assistantMessage = await chatService.RetryGenerationAsync(
+                CurrentConversation.Id,
+                SelectedProviderId,
+                providerOptions,
+                progress,
+                cancellationToken
+            );
+
+            // Remove loading placeholder
+            if (currentLoadingMessage != null)
+            {
+                Messages.Remove(currentLoadingMessage);
+                currentLoadingMessage = null;
+            }
+
+            // Add the new assistant response to UI
+            var addedAnyImages = AddAssistantMessageToUI(assistantMessage, includeDbId: false);
+
+            if (addedAnyImages)
+            {
+                // Notify gallery
+                OnPropertyChanged(nameof(ConversationImages));
+                OnPropertyChanged(nameof(HasConversationImages));
+            }
+
+            // Reload conversations to update timestamps
+            await LoadConversationsAsync();
+
+            // Notify property change
+            OnPropertyChanged(nameof(CanRegenerateLastResponse));
+        }
+        catch (OperationCanceledException)
+        {
+            // Check if cancellation was due to connection loss
+            if (RequiresLocalBackend && !ClientManager.IsConnected)
+            {
+                logger.LogWarning("Regenerate cancelled due to connection loss");
+                ErrorMessage = "Connection to ComfyUI was lost during generation.";
+                notificationService.Show(
+                    "Connection Lost",
+                    "ComfyUI disconnected during generation",
+                    NotificationType.Warning
+                );
+            }
+            else
+            {
+                logger.LogInformation("Regenerate cancelled");
+                ErrorMessage = "Cancelled";
+            }
+            CanRetryLastMessage = true;
+        }
+        catch (ImageGenerationException ex)
+        {
+            logger.LogWarning("Regenerate failed: {Message}", ex.Message);
+
+            // Check if this is an API key error
+            if (ex.Message.Contains("API key", StringComparison.OrdinalIgnoreCase))
+            {
+                await ShowApiKeyRequiredDialogAsync();
+                CanRetryLastMessage = true;
+            }
+            else
+            {
+                ErrorMessage = ex.Message;
+                notificationService.Show("Generation Failed", ex.Message, NotificationType.Warning);
+                CanRetryLastMessage = true;
+            }
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Unexpected error during regenerate");
+            ErrorMessage = $"Unexpected error: {ex.Message}";
+            notificationService.Show("Error", ex.Message, NotificationType.Error);
+            CanRetryLastMessage = true;
+        }
+        finally
+        {
+            IsGenerating = false;
+            GeneratingConversationId = null;
+            ResetGenerationProgress();
+            // Ensure loading placeholder is removed on cancel/error
+            if (currentLoadingMessage != null)
+            {
+                Messages.Remove(currentLoadingMessage);
+                currentLoadingMessage = null;
+            }
+        }
+    }
+
+    /// <summary>
+    /// Edits a user message and regenerates the conversation from that point
+    /// </summary>
+    [RelayCommand]
+    private async Task EditUserMessageAsync(TextMessage? message)
+    {
+        if (message == null || !message.IsMyMessage || CurrentConversation == null)
+            return;
+
+        try
+        {
+            var existingMessageId = message.DatabaseMessageId;
+
+            // Show edit dialog
+            var textBox = new TextBox
+            {
+                Text = message.Text,
+                Watermark = "Edit your message...",
+                MinWidth = 400,
+                MinHeight = 100,
+                AcceptsReturn = true,
+                TextWrapping = global::Avalonia.Media.TextWrapping.Wrap,
+            };
+
+            var dialog = new ContentDialog
+            {
+                Title = "Edit Message",
+                Content = textBox,
+                PrimaryButtonText = "Save & Regenerate",
+                CloseButtonText = "Cancel",
+                DefaultButton = ContentDialogButton.Primary,
+            };
+
+            var result = await dialog.ShowAsync();
+
+            if (result != ContentDialogResult.Primary || string.IsNullOrWhiteSpace(textBox.Text))
+                return;
+
+            var editedText = textBox.Text.Trim();
+
+            // Get all messages from database
+            var dbMessages = await chatService.GetMessagesAsync(CurrentConversation.Id);
+            var dbMessage =
+                existingMessageId != null
+                    ? dbMessages.FirstOrDefault(m => m.Id == existingMessageId.Value)
+                    : null;
+
+            if (dbMessage == null)
+            {
+                // Backward-compatible fallback if we don't have DB IDs on the UI message.
+                // Find the index of this message in the Messages collection and map it to the Nth user DB message.
+                var messageIndex = Messages.IndexOf(message);
+                if (messageIndex < 0)
+                {
+                    logger.LogWarning("Could not find message in Messages collection");
+                    return;
+                }
+
+                var userMessageCount = 0;
+                for (var i = 0; i <= messageIndex; i++)
+                {
+                    if (Messages[i] is TextMessage tm && tm.IsMyMessage)
+                    {
+                        userMessageCount++;
+                    }
+                }
+
+                var userDbMessages = dbMessages.Where(m => m.Role == MessageRole.User).ToList();
+                if (userMessageCount == 0 || userMessageCount > userDbMessages.Count)
+                {
+                    logger.LogWarning("User message count mismatch");
+                    return;
+                }
+
+                dbMessage = userDbMessages[userMessageCount - 1];
+            }
+
+            // Delete all UI messages from this point onward
+            var firstUiIndexToDelete = -1;
+            for (var i = 0; i < Messages.Count; i++)
+            {
+                if (GetDatabaseMessageId(Messages[i]) == dbMessage.Id)
+                {
+                    firstUiIndexToDelete = i;
+                    break;
+                }
+            }
+
+            if (firstUiIndexToDelete < 0)
+            {
+                // If UI doesn't have IDs (older state), fall back to removing from the edited message index.
+                firstUiIndexToDelete = Messages.IndexOf(message);
+            }
+
+            var messagesToRemove = Messages.Skip(firstUiIndexToDelete).ToList();
+            foreach (var msg in messagesToRemove)
+            {
+                Messages.Remove(msg);
+                // Dispose images if needed
+                if (msg is ImageMessage im)
+                {
+                    im.Image?.Dispose();
+                }
+            }
+
+            // Delete all database messages from this point onward (including the message being edited)
+            var messagesToDelete = dbMessages
+                .Where(m => m.Timestamp >= dbMessage.Timestamp)
+                .OrderBy(m => m.Timestamp)
+                .ToList();
+
+            foreach (var msg in messagesToDelete)
+            {
+                await chatService.DeleteMessageAsync(msg.Id);
+            }
+
+            // Now send the edited message
+            IsGenerating = true;
+            ErrorMessage = null;
+
+            try
+            {
+                // Add edited user message to UI
+                Messages.Add(new TextMessage(editedText, true));
+
+                // Build provider options
+                var providerOptions = BuildProviderOptions();
+
+                // Send the edited message
+                var (userMessage, assistantMessage) = await chatService.SendMessageAsync(
+                    CurrentConversation.Id,
+                    SelectedProviderId!,
+                    editedText,
+                    null, // No images for now (can be extended later)
+                    providerOptions,
+                    progress: null,
+                    CancellationToken.None
+                );
+
+                // Add assistant response to UI
+                if (assistantMessage != null)
+                {
+                    AddAssistantMessageToUI(assistantMessage);
+                }
+
+                // Reload conversations to update timestamps
+                await LoadConversationsAsync();
+
+                notificationService.Show(
+                    "Message Edited",
+                    "Your message has been edited and the conversation regenerated.",
+                    NotificationType.Success
+                );
+            }
+            catch (ImageGenerationException ex)
+            {
+                logger.LogWarning("Failed to regenerate after edit: {Message}", ex.Message);
+
+                // Check if this is an API key error
+                if (ex.Message.Contains("API key", StringComparison.OrdinalIgnoreCase))
+                {
+                    await ShowApiKeyRequiredDialogAsync();
+                    CanRetryLastMessage = true;
+                }
+                else
+                {
+                    ErrorMessage = ex.Message;
+                    notificationService.Show("Generation Failed", ex.Message, NotificationType.Warning);
+                    CanRetryLastMessage = true;
+                }
+            }
+            catch (Exception ex)
+            {
+                logger.LogError(ex, "Unexpected error regenerating after edit");
+                ErrorMessage = $"Unexpected error: {ex.Message}";
+                notificationService.Show("Error", ex.Message, NotificationType.Error);
+                CanRetryLastMessage = true;
+            }
+            finally
+            {
+                IsGenerating = false;
+            }
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to edit message");
+            notificationService.Show(
+                "Error",
+                $"Failed to edit message: {ex.Message}",
+                NotificationType.Error
+            );
+        }
+    }
+
+    /// <summary>
+    /// Builds the provider options dictionary based on current settings
+    /// </summary>
+    private Dictionary<string, object> BuildProviderOptions()
+    {
+        Dictionary<string, object>? providerOptions = null;
+
+        if (SupportsThinking && ShowThinkingOutput)
+        {
+            providerOptions = new() { ["enableThinking"] = true, ["thinkingBudget"] = 2048 };
+        }
+
+        if (SelectedProviderId == BananaVisionProviderIds.FluxKontext)
+        {
+            providerOptions ??= new();
+            if (SelectedFluxModel != null)
+                providerOptions["CustomUnetModel"] = SelectedFluxModel;
+            if (SelectedLoras.Count > 0)
+                providerOptions["SelectedLoras"] = SelectedLoras.ToList();
+        }
+
+        if (SelectedProviderId == BananaVisionProviderIds.QwenImageEdit)
+        {
+            providerOptions ??= new();
+            if (SelectedQwenModel != null)
+                providerOptions["CustomUnetModel"] = SelectedQwenModel;
+            if (SelectedLoras.Count > 0)
+                providerOptions["SelectedLoras"] = SelectedLoras.ToList();
+        }
+
+        providerOptions ??= new();
+
+        if (UseCustomResolution)
+        {
+            providerOptions["Width"] = CustomWidth;
+            providerOptions["Height"] = CustomHeight;
+        }
+        else if (SelectedAspectRatio != null)
+        {
+            providerOptions["aspectRatio"] = SelectedAspectRatio.Ratio;
+            providerOptions["Width"] = SelectedAspectRatio.Width;
+            providerOptions["Height"] = SelectedAspectRatio.Height;
+        }
+
+        return providerOptions;
+    }
+
+    /// <summary>
+    /// Handles key down events from the message input TextBox.
+    /// Enter sends the message, Shift+Enter adds a new line.
+    /// </summary>
+    [RelayCommand]
+    private void TextBoxKeyDown(KeyEventArgs? e)
+    {
+        if (e?.Key != Key.Enter)
+            return;
+
+        // Shift+Enter = let TextBox handle it naturally (insert newline at cursor position)
+        if (e.KeyModifiers.HasFlag(KeyModifiers.Shift))
+        {
+            // Don't handle it - let the TextBox process the newline naturally
+            return;
+        }
+
+        // Plain Enter = send message (but only if not already generating)
+        if (!IsGenerating && SendMessageCommand.CanExecute(null))
+        {
+            e.Handled = true;
+            SendMessageCommand.Execute(null);
         }
         else
         {
@@ -1033,16 +1715,13 @@ private async Task AddImageAsync()
         try
         {
             var files = await StorageProvider.OpenFilePickerAsync(
-                new FilePickerOpenOptions
+                new()
                 {
                     Title = "Select Images",
                     AllowMultiple = true,
                     FileTypeFilter =
                     [
-                        new FilePickerFileType("Images")
-                        {
-                            Patterns = ["*.png", "*.jpg", "*.jpeg", "*.webp", "*.gif"],
-                        },
+                        new("Images") { Patterns = ["*.png", "*.jpg", "*.jpeg", "*.webp", "*.gif"] },
                     ],
                 }
             );
@@ -1055,7 +1734,7 @@ private async Task AddImageAsync()
                 var imagePath = file.Path.LocalPath;
                 var bitmap = new Bitmap(imagePath);
 
-                PendingImages.Add(new PendingImage { FilePath = imagePath, Bitmap = bitmap });
+                PendingImages.Add(new() { FilePath = imagePath, Bitmap = bitmap });
             }
 
             notificationService.Show(
@@ -1081,7 +1760,7 @@ private void RemovePendingImage(PendingImage image)
     /// <summary>
     /// Adds images from file paths (used by drag and drop)
     /// </summary>
-    public async Task AddImagesFromPathsAsync(IEnumerable<string> imagePaths)
+    public void AddImagesFromPaths(IEnumerable<string> imagePaths)
     {
         try
         {
@@ -1094,7 +1773,7 @@ public async Task AddImagesFromPathsAsync(IEnumerable<string> imagePaths)
                     continue;
 
                 var bitmap = new Bitmap(imagePath);
-                PendingImages.Add(new PendingImage { FilePath = imagePath, Bitmap = bitmap });
+                PendingImages.Add(new() { FilePath = imagePath, Bitmap = bitmap });
                 addedCount++;
             }
 
@@ -1112,8 +1791,6 @@ public async Task AddImagesFromPathsAsync(IEnumerable<string> imagePaths)
             logger.LogError(ex, "Failed to add images from drag and drop");
             notificationService.Show("Error", $"Failed to add images: {ex.Message}", NotificationType.Error);
         }
-
-        await Task.CompletedTask;
     }
 
     /// <summary>
@@ -1155,7 +1832,7 @@ public async Task<bool> TryPasteImagesFromClipboardAsync()
 
                     if (imagePaths.Count > 0)
                     {
-                        await AddImagesFromPathsAsync(imagePaths);
+                        AddImagesFromPaths(imagePaths);
                         return true;
                     }
                 }
@@ -1171,12 +1848,12 @@ public async Task<bool> TryPasteImagesFromClipboardAsync()
                     continue;
 
                 var data = await clipboard.GetDataAsync(format);
-                if (data is byte[] imageBytes && imageBytes.Length > 0)
+                if (data is byte[] { Length: > 0 } imageBytes)
                 {
                     var tempPath = await SaveClipboardImageToTempFileAsync(imageBytes, format);
                     if (tempPath != null)
                     {
-                        await AddImagesFromPathsAsync([tempPath]);
+                        AddImagesFromPaths([tempPath]);
                         return true;
                     }
                 }
@@ -1191,7 +1868,7 @@ public async Task<bool> TryPasteImagesFromClipboardAsync()
                         var tempPath = await SaveClipboardImageToTempFileAsync(bytes, format);
                         if (tempPath != null)
                         {
-                            await AddImagesFromPathsAsync([tempPath]);
+                            AddImagesFromPaths([tempPath]);
                             return true;
                         }
                     }
@@ -1251,6 +1928,95 @@ private void ClearPendingImages()
         PendingImages.Clear();
     }
 
+    [RelayCommand]
+    private async Task CopyMessageAsync(TextMessage message)
+    {
+        try
+        {
+            if (string.IsNullOrEmpty(message.Text))
+                return;
+
+            var clipboard = App.Clipboard;
+            if (clipboard != null)
+            {
+                await clipboard.SetTextAsync(message.Text);
+                notificationService.Show("Copied", "Message copied to clipboard", NotificationType.Success);
+            }
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to copy message to clipboard");
+            notificationService.Show("Error", "Failed to copy message", NotificationType.Error);
+        }
+    }
+
+    [RelayCommand]
+    private async Task CopyImageToClipboardAsync(Bitmap? image)
+    {
+        if (image == null)
+            return;
+
+        try
+        {
+            if (Compat.IsWindows)
+            {
+                await WindowsClipboard.SetBitmapAsync(image);
+                notificationService.Show("Copied", "Image copied to clipboard", NotificationType.Success);
+            }
+            else
+            {
+                notificationService.Show(
+                    "Not Supported",
+                    "Image clipboard is only supported on Windows",
+                    NotificationType.Warning
+                );
+            }
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to copy image to clipboard");
+            notificationService.Show("Error", "Failed to copy image", NotificationType.Error);
+        }
+    }
+
+    /// <summary>
+    /// Unified cancel command that stops any ongoing generation (Send, Retry, or Regenerate)
+    /// </summary>
+    [RelayCommand]
+    private void CancelGeneration()
+    {
+        // Immediately remove loading placeholder for instant UI feedback
+        if (currentLoadingMessage != null)
+        {
+            Messages.Remove(currentLoadingMessage);
+            currentLoadingMessage = null;
+        }
+
+        // Cancel whichever operation is in progress
+        if (SendMessageCancelCommand.CanExecute(null))
+        {
+            SendMessageCancelCommand.Execute(null);
+        }
+        if (RetryLastMessageCancelCommand.CanExecute(null))
+        {
+            RetryLastMessageCancelCommand.Execute(null);
+        }
+        if (RegenerateLastResponseCancelCommand.CanExecute(null))
+        {
+            RegenerateLastResponseCancelCommand.Execute(null);
+        }
+    }
+
+    [RelayCommand]
+    private void ToggleGallery()
+    {
+        IsGalleryVisible = !IsGalleryVisible;
+        if (IsGalleryVisible)
+        {
+            OnPropertyChanged(nameof(ConversationImages));
+        }
+    }
+
     [RelayCommand]
     private async Task EditPendingImageAsync(PendingImage image)
     {
@@ -1275,11 +2041,7 @@ private async Task EditPendingImageAsync(PendingImage image)
                     {
                         var annotatedBitmap = new Bitmap(annotatedPath);
                         var oldImage = PendingImages[index];
-                        PendingImages[index] = new PendingImage
-                        {
-                            FilePath = annotatedPath,
-                            Bitmap = annotatedBitmap,
-                        };
+                        PendingImages[index] = new() { FilePath = annotatedPath, Bitmap = annotatedBitmap };
                         oldImage.Dispose(); // Dispose the old bitmap
 
                         notificationService.Show(
@@ -1310,7 +2072,7 @@ private async Task PreviewImageAsync(Bitmap? bitmap)
         try
         {
             var viewerVm = vmFactory.Get<ImageViewerViewModel>();
-            viewerVm.ImageSource = new ImageSource(bitmap);
+            viewerVm.ImageSource = new(bitmap);
 
             var dialog = viewerVm.GetDialog();
             await dialog.ShowAsync();
@@ -1441,6 +2203,210 @@ private void UpdateProviderStatus()
         }
     }
 
+    /// <summary>
+    /// Gets all valid image paths from a message, handling both ImagePath and ImagePaths properties
+    /// </summary>
+    private static List<string> GetMessageImagePaths(ImageGenerationMessage message)
+    {
+        var paths =
+            message.ImagePaths?.Where(p => !string.IsNullOrWhiteSpace(p)).ToList()
+            ?? (!string.IsNullOrEmpty(message.ImagePath) ? [message.ImagePath] : []);
+
+        return paths.Distinct(StringComparer.OrdinalIgnoreCase).ToList();
+    }
+
+    /// <summary>
+    /// Adds a message (user or assistant) to the Messages collection
+    /// </summary>
+    /// <param name="message">The message to add</param>
+    /// <param name="includeDbId">Whether to include the database message ID for tracking</param>
+    /// <returns>True if any images were added</returns>
+    private bool AddMessageToUI(ImageGenerationMessage message, bool includeDbId = true)
+    {
+        var isUserMessage = message.Role == MessageRole.User;
+        var dbId = includeDbId ? message.Id : (Guid?)null;
+
+        // Show thinking content first (only for assistant messages)
+        if (!isUserMessage && ShowThinkingOutput && !string.IsNullOrEmpty(message.ThinkingContent))
+        {
+            Messages.Add(new ThinkingMessage(message.ThinkingContent) { DatabaseMessageId = dbId });
+        }
+
+        if (!string.IsNullOrEmpty(message.TextContent))
+        {
+            Messages.Add(new TextMessage(message.TextContent, isUserMessage) { DatabaseMessageId = dbId });
+        }
+
+        var addedAnyImages = false;
+        foreach (var imagePath in GetMessageImagePaths(message).Where(File.Exists))
+        {
+            var bitmap = new Bitmap(imagePath);
+            Messages.Add(
+                new ImageMessage(bitmap, isUserMessage) { DatabaseMessageId = dbId, FilePath = imagePath }
+            );
+            addedAnyImages = true;
+        }
+
+        return addedAnyImages;
+    }
+
+    /// <summary>
+    /// Adds an assistant message (thinking, text, and images) to the Messages collection
+    /// </summary>
+    private bool AddAssistantMessageToUI(ImageGenerationMessage message, bool includeDbId = true)
+    {
+        return AddMessageToUI(message, includeDbId);
+    }
+
+    /// <summary>
+    /// Adds a user message (text and images) to the Messages collection
+    /// </summary>
+    private void AddUserMessageToUI(ImageGenerationMessage message)
+    {
+        AddMessageToUI(message, includeDbId: true);
+    }
+
+    /// <summary>
+    /// Clears all messages and disposes any image bitmaps to prevent memory leaks
+    /// </summary>
+    private void ClearMessages()
+    {
+        foreach (var message in Messages)
+        {
+            if (message is ImageMessage imageMessage)
+            {
+                imageMessage.Image?.Dispose();
+            }
+        }
+        Messages.Clear();
+    }
+
+    private static Guid? GetDatabaseMessageId(object? message)
+    {
+        return message switch
+        {
+            MessageBase m => m.DatabaseMessageId,
+            ThinkingMessage tm => tm.DatabaseMessageId,
+            _ => null,
+        };
+    }
+
+    private void RemoveUiMessagesForDatabaseMessageId(Guid messageId)
+    {
+        var toRemove = Messages.Where(m => GetDatabaseMessageId(m) == messageId).ToList();
+
+        foreach (var item in toRemove)
+        {
+            Messages.Remove(item);
+            if (item is ImageMessage imageMessage)
+            {
+                imageMessage.Image?.Dispose();
+            }
+        }
+
+        // Notify gallery that images may have changed
+        OnPropertyChanged(nameof(ConversationImages));
+        OnPropertyChanged(nameof(HasConversationImages));
+        OnPropertyChanged(nameof(CanRegenerateLastResponse));
+    }
+
+    [RelayCommand]
+    private async Task DeleteMessageAsync(object? messageItem)
+    {
+        if (CurrentConversation == null)
+            return;
+
+        var messageId = GetDatabaseMessageId(messageItem);
+        if (messageId == null)
+            return;
+
+        try
+        {
+            // Check if this is an image from a multi-image message
+            var isImageMessage =
+                messageItem is ImageMessage imageMsg && !string.IsNullOrEmpty(imageMsg.FilePath);
+            var dbMessage = isImageMessage ? await chatService.GetMessageAsync(messageId.Value) : null;
+            var imageCount =
+                dbMessage != null
+                    ? (dbMessage.ImagePaths?.Count ?? (string.IsNullOrEmpty(dbMessage.ImagePath) ? 0 : 1))
+                    : 0;
+            var isMultiImageMessage = imageCount > 1;
+
+            string dialogContent;
+            if (isMultiImageMessage)
+            {
+                dialogContent =
+                    "Delete this image from the message?\n\n"
+                    + $"The message has {imageCount} images. Only this image will be removed.";
+            }
+            else
+            {
+                dialogContent =
+                    "This will permanently delete the selected message from this conversation.\n\n"
+                    + "Note: deleting a message in the middle of a conversation may change context for future generations.";
+            }
+
+            var dialog = new ContentDialog
+            {
+                Title = isMultiImageMessage ? "Delete image?" : "Delete message?",
+                Content = new TextBlock
+                {
+                    Text = dialogContent,
+                    TextWrapping = global::Avalonia.Media.TextWrapping.Wrap,
+                    MaxWidth = 420,
+                },
+                PrimaryButtonText = "Delete",
+                CloseButtonText = "Cancel",
+                DefaultButton = ContentDialogButton.Close,
+            };
+
+            if (await dialog.ShowAsync() != ContentDialogResult.Primary)
+                return;
+
+            // Handle multi-image message: only remove the specific image
+            if (
+                isMultiImageMessage
+                && messageItem is ImageMessage imgToDelete
+                && !string.IsNullOrEmpty(imgToDelete.FilePath)
+            )
+            {
+                var wasFullyDeleted = await chatService.RemoveImageFromMessageAsync(
+                    messageId.Value,
+                    imgToDelete.FilePath
+                );
+
+                if (wasFullyDeleted)
+                {
+                    // Whole message was deleted (was the last image)
+                    RemoveUiMessagesForDatabaseMessageId(messageId.Value);
+                }
+                else
+                {
+                    // Only remove this specific UI element
+                    Messages.Remove(messageItem);
+                }
+            }
+            else
+            {
+                // Regular deletion - remove entire message
+                await chatService.DeleteMessageAsync(messageId.Value);
+                RemoveUiMessagesForDatabaseMessageId(messageId.Value);
+            }
+
+            // Reload conversations to update timestamps
+            await LoadConversationsAsync();
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to delete message {MessageId}", messageId);
+            notificationService.Show(
+                "Error",
+                $"Failed to delete message: {ex.Message}",
+                NotificationType.Error
+            );
+        }
+    }
+
     /// <summary>
     /// Handles collection changes to trigger auto-scroll
     /// </summary>
@@ -1457,6 +2423,9 @@ private void OnMessagesCollectionChanged(object? sender, NotifyCollectionChanged
                 DispatcherPriority.Background
             );
         }
+
+        // Notify that regenerate availability may have changed
+        OnPropertyChanged(nameof(CanRegenerateLastResponse));
     }
 
     /// <inheritdoc />
@@ -1480,15 +2449,8 @@ protected override void Dispose(bool disposing)
             }
             PendingImages.Clear();
 
-            // Dispose message bitmaps
-            foreach (var message in Messages)
-            {
-                if (message is ImageMessage imageMessage)
-                {
-                    imageMessage.Image?.Dispose();
-                }
-            }
-            Messages.Clear();
+            // Dispose message bitmaps and clear
+            ClearMessages();
 
             // Unsubscribe from collection changed
             Messages.CollectionChanged -= OnMessagesCollectionChanged;
diff --git a/StabilityMatrix.Avalonia/ViewModels/OutputsPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/OutputsPageViewModel.cs
index 57a0c7f75..2fbf5c8b3 100644
--- a/StabilityMatrix.Avalonia/ViewModels/OutputsPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/OutputsPageViewModel.cs
@@ -1,4 +1,4 @@
-using System;
+using System;
 using System.Collections.Generic;
 using System.Collections.ObjectModel;
 using System.IO;
@@ -226,7 +226,7 @@ partial void OnSelectedCategoryChanged(TreeViewDirectory? oldValue, TreeViewDire
         var path =
             CanShowOutputTypes && SelectedOutputType != SharedOutputType.All
                 ? Path.Combine(newValue.Path, SelectedOutputType.ToString())
-                : SelectedCategory.Path;
+                : newValue.Path;
         GetOutputs(path);
         lastOutputCategory = newValue;
     }
@@ -568,6 +568,12 @@ private void GetOutputs(string directory)
         if (!settingsManager.IsLibraryDirSet)
             return;
 
+        var bananaVisionInputsRoot = Path.Combine(settingsManager.ImagesDirectory, "BananaVision", "Inputs");
+        var bananaVisionInputsRootFull =
+            Path.GetFullPath(bananaVisionInputsRoot)
+                .TrimEnd(Path.DirectorySeparatorChar, Path.AltDirectorySeparatorChar)
+            + Path.DirectorySeparatorChar;
+
         if (
             !Directory.Exists(directory)
             && (
@@ -605,6 +611,8 @@ private void GetOutputs(string directory)
                 .EnumerateFiles(directory, "*", EnumerationOptionConstants.AllDirectories)
                 .Where(file =>
                     allowedExtensions.Contains(new FilePath(file).Extension)
+                    && !Path.GetFullPath(file)
+                        .StartsWith(bananaVisionInputsRootFull, StringComparison.OrdinalIgnoreCase)
                     && new FilePath(file).Info.DirectoryName?.EndsWith(
                         "thumbnails",
                         StringComparison.OrdinalIgnoreCase
diff --git a/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml b/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml
index ca7045e12..363933fac 100644
--- a/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml
@@ -22,6 +22,7 @@
         <bananaVision:MessageColorConverter x:Key="ColorConv" />
         <bananaVision:MessageTextColorConverter x:Key="TextConv" />
         <bananaVision:ProviderIdToDisplayNameConverter x:Key="ProviderDisplayConv" />
+        <bananaVision:GuidEqualsConverter x:Key="GuidEqualsConv" />
         <Geometry x:Key="SendIconGeometry">M2.01 21L23 12 2.01 3 2 10l15 2-15 2z</Geometry>
     </controls:UserControlBase.Resources>
 
@@ -38,6 +39,11 @@
                 </Style>
             </Style>
         </Style>
+        <!--  Message input box - remove focus border (parent Border handles styling)  -->
+        <Style Selector="TextBox#MessageInputBox:focus /template/ Border#PART_BorderElement">
+            <Setter Property="BorderThickness" Value="0" />
+            <Setter Property="BorderBrush" Value="Transparent" />
+        </Style>
         <!--  Remove default button hover background  -->
         <Style Selector="Button:pointerover /template/ ContentPresenter">
             <Setter Property="Background" Value="Transparent" />
@@ -49,6 +55,17 @@
         <Style Selector="Button:pointerover Border#HoverOverlay">
             <Setter Property="IsVisible" Value="True" />
         </Style>
+        <!--  Message action buttons (Edit/Copy) - clean hover effect  -->
+        <Style Selector="Button.MessageActionButton:pointerover /template/ ContentPresenter">
+            <Setter Property="Background" Value="#3C3C3E" />
+        </Style>
+        <Style Selector="Button.MessageActionButton:pointerover avalonia|Icon">
+            <Setter Property="Foreground" Value="White" />
+        </Style>
+        <!--  Input action buttons (Regenerate) - stable hover effect  -->
+        <Style Selector="Button.InputActionButton:pointerover /template/ ContentPresenter">
+            <Setter Property="Background" Value="#3C3C3E" />
+        </Style>
     </controls:UserControlBase.Styles>
 
     <!--  Main Container  -->
@@ -94,12 +111,46 @@
                         <DataTemplate DataType="database:ImageGenerationConversation">
                             <Grid Margin="2" ColumnDefinitions="*, Auto">
                                 <StackPanel Grid.Column="0" Margin="8,6">
-                                    <!--  Title  -->
-                                    <TextBlock
-                                        FontSize="13"
-                                        FontWeight="Medium"
-                                        Text="{Binding Title}"
-                                        TextTrimming="CharacterEllipsis" />
+                                    <!--  Title with generating indicator  -->
+                                    <Grid ColumnDefinitions="*, Auto">
+                                        <TextBlock
+                                            Grid.Column="0"
+                                            FontSize="13"
+                                            FontWeight="Medium"
+                                            Text="{Binding Title}"
+                                            TextTrimming="CharacterEllipsis" />
+                                        <!--  Generating spinner (shows when this conversation is generating)  -->
+                                        <avalonia:Icon
+                                            Grid.Column="1"
+                                            Margin="8,0,0,0"
+                                            FontSize="12"
+                                            Foreground="#9D8CFF"
+                                            Value="fa-solid fa-circle-notch">
+                                            <avalonia:Icon.IsVisible>
+                                                <MultiBinding Converter="{StaticResource GuidEqualsConv}">
+                                                    <Binding Path="Id" />
+                                                    <Binding Path="$parent[ListBox].((vm:BananaVisionPageViewModel)DataContext).GeneratingConversationId" />
+                                                </MultiBinding>
+                                            </avalonia:Icon.IsVisible>
+                                            <avalonia:Icon.Styles>
+                                                <Style Selector="avalonia|Icon">
+                                                    <Style.Animations>
+                                                        <Animation IterationCount="Infinite" Duration="0:0:1.2">
+                                                            <KeyFrame Cue="0%">
+                                                                <Setter Property="Opacity" Value="0.4" />
+                                                            </KeyFrame>
+                                                            <KeyFrame Cue="50%">
+                                                                <Setter Property="Opacity" Value="1" />
+                                                            </KeyFrame>
+                                                            <KeyFrame Cue="100%">
+                                                                <Setter Property="Opacity" Value="0.4" />
+                                                            </KeyFrame>
+                                                        </Animation>
+                                                    </Style.Animations>
+                                                </Style>
+                                            </avalonia:Icon.Styles>
+                                        </avalonia:Icon>
+                                    </Grid>
                                     <!--  Provider badge and timestamp  -->
                                     <StackPanel
                                         Margin="0,4,0,0"
@@ -371,6 +422,28 @@
                         </Border>
                     </StackPanel>
 
+                    <!--  Header actions (Column 3)  -->
+                    <StackPanel
+                        Grid.Column="3"
+                        VerticalAlignment="Center"
+                        Orientation="Horizontal"
+                        Spacing="8">
+                        <!--  Gallery Toggle  -->
+                        <ToggleButton
+                            Width="36"
+                            Height="36"
+                            Padding="8"
+                            VerticalAlignment="Center"
+                            CornerRadius="8"
+                            IsChecked="{Binding IsGalleryVisible}"
+                            ToolTip.Tip="Toggle image gallery">
+                            <avalonia:Icon
+                                FontSize="14"
+                                Foreground="#8E8E93"
+                                Value="fa-solid fa-images" />
+                        </ToggleButton>
+                    </StackPanel>
+
                     <!--  Error Message with Retry  -->
                 </Grid>
             </Border>
@@ -861,12 +934,87 @@
                             <!--  Text Template with slide-in animation  -->
                             <DataTemplate DataType="bananaVision1:TextMessage">
                                 <Grid Margin="0,6" HorizontalAlignment="{Binding IsMyMessage, Converter={StaticResource AlignConv}}">
+                                    <Grid.ColumnDefinitions>
+                                        <ColumnDefinition Width="Auto" />
+                                        <ColumnDefinition Width="Auto" />
+                                        <ColumnDefinition Width="Auto" />
+                                    </Grid.ColumnDefinitions>
+
+                                    <!--  Left-side buttons (for user messages only)  -->
+                                    <StackPanel
+                                        Grid.Column="0"
+                                        Margin="0,0,6,0"
+                                        VerticalAlignment="Top"
+                                        IsVisible="{Binding IsMyMessage}"
+                                        Orientation="Horizontal"
+                                        Spacing="4">
+                                        <!--  Edit button  -->
+                                        <Button
+                                            Width="28"
+                                            Height="28"
+                                            Padding="4"
+                                            Background="#2C2C2E"
+                                            Classes="MessageActionButton"
+                                            Command="{Binding $parent[ItemsControl].((vm:BananaVisionPageViewModel)DataContext).EditUserMessageCommand}"
+                                            CommandParameter="{Binding}"
+                                            CornerRadius="14"
+                                            ToolTip.Tip="Edit message and regenerate">
+                                            <avalonia:Icon
+                                                FontSize="11"
+                                                Foreground="#8E8E93"
+                                                Value="fa-solid fa-pen" />
+                                        </Button>
+                                        <!--  Copy button  -->
+                                        <Button
+                                            Width="28"
+                                            Height="28"
+                                            Padding="4"
+                                            Background="#2C2C2E"
+                                            Classes="MessageActionButton"
+                                            Command="{Binding $parent[ItemsControl].((vm:BananaVisionPageViewModel)DataContext).CopyMessageCommand}"
+                                            CommandParameter="{Binding}"
+                                            CornerRadius="14"
+                                            ToolTip.Tip="Copy to clipboard">
+                                            <avalonia:Icon
+                                                FontSize="11"
+                                                Foreground="#8E8E93"
+                                                Value="fa-regular fa-copy" />
+                                        </Button>
+                                        <!--  Delete button  -->
+                                        <Button
+                                            Width="28"
+                                            Height="28"
+                                            Padding="4"
+                                            Background="#2C2C2E"
+                                            Classes="MessageActionButton"
+                                            Command="{Binding $parent[ItemsControl].((vm:BananaVisionPageViewModel)DataContext).DeleteMessageCommand}"
+                                            CommandParameter="{Binding}"
+                                            CornerRadius="14"
+                                            IsVisible="{Binding CanDelete}"
+                                            ToolTip.Tip="Delete message">
+                                            <avalonia:Icon
+                                                FontSize="11"
+                                                Foreground="#FF6B6B"
+                                                Value="fa-solid fa-trash" />
+                                        </Button>
+                                    </StackPanel>
+
                                     <Border
-                                        MaxWidth="420"
+                                        Grid.Column="1"
+                                        MaxWidth="550"
                                         Padding="14,10"
                                         Background="{Binding IsMyMessage, Converter={StaticResource ColorConv}}"
                                         BoxShadow="0 2 8 0 #20000000"
                                         CornerRadius="18">
+                                        <Border.ContextMenu>
+                                            <ContextMenu>
+                                                <MenuItem
+                                                    Command="{Binding $parent[ItemsControl].((vm:BananaVisionPageViewModel)DataContext).DeleteMessageCommand}"
+                                                    CommandParameter="{Binding}"
+                                                    Header="Delete"
+                                                    IsVisible="{Binding CanDelete}" />
+                                            </ContextMenu>
+                                        </Border.ContextMenu>
                                         <Border.Styles>
                                             <Style Selector="Border">
                                                 <Style.Animations>
@@ -885,12 +1033,7 @@
                                             </Style>
                                         </Border.Styles>
                                         <StackPanel>
-                                            <SelectableTextBlock
-                                                FontSize="14"
-                                                Foreground="{Binding IsMyMessage, Converter={StaticResource TextConv}}"
-                                                LineHeight="20"
-                                                Text="{Binding Text}"
-                                                TextWrapping="Wrap" />
+                                            <controls:MarkdownViewer CustomCss=".markdown-body { padding: 0; word-break: break-word; overflow-wrap: break-word; white-space: normal; }" Text="{Binding Text}" />
                                             <TextBlock
                                                 Margin="0,6,0,0"
                                                 HorizontalAlignment="Right"
@@ -900,6 +1043,49 @@
                                                 Text="{Binding Time}" />
                                         </StackPanel>
                                     </Border>
+
+                                    <!--  Right-side buttons (for assistant messages only)  -->
+                                    <StackPanel
+                                        Grid.Column="2"
+                                        Margin="6,0,0,0"
+                                        VerticalAlignment="Top"
+                                        IsVisible="{Binding !IsMyMessage}"
+                                        Orientation="Horizontal"
+                                        Spacing="4">
+                                        <!--  Copy button  -->
+                                        <Button
+                                            Width="28"
+                                            Height="28"
+                                            Padding="4"
+                                            Background="#2C2C2E"
+                                            Classes="MessageActionButton"
+                                            Command="{Binding $parent[ItemsControl].((vm:BananaVisionPageViewModel)DataContext).CopyMessageCommand}"
+                                            CommandParameter="{Binding}"
+                                            CornerRadius="14"
+                                            ToolTip.Tip="Copy to clipboard">
+                                            <avalonia:Icon
+                                                FontSize="11"
+                                                Foreground="#8E8E93"
+                                                Value="fa-regular fa-copy" />
+                                        </Button>
+                                        <!--  Delete button  -->
+                                        <Button
+                                            Width="28"
+                                            Height="28"
+                                            Padding="4"
+                                            Background="#2C2C2E"
+                                            Classes="MessageActionButton"
+                                            Command="{Binding $parent[ItemsControl].((vm:BananaVisionPageViewModel)DataContext).DeleteMessageCommand}"
+                                            CommandParameter="{Binding}"
+                                            CornerRadius="14"
+                                            IsVisible="{Binding CanDelete}"
+                                            ToolTip.Tip="Delete message">
+                                            <avalonia:Icon
+                                                FontSize="11"
+                                                Foreground="#FF6B6B"
+                                                Value="fa-solid fa-trash" />
+                                        </Button>
+                                    </StackPanel>
                                 </Grid>
                             </DataTemplate>
 
@@ -912,6 +1098,15 @@
                                         BoxShadow="0 4 12 0 #30000000"
                                         ClipToBounds="True"
                                         CornerRadius="16">
+                                        <Border.ContextMenu>
+                                            <ContextMenu>
+                                                <MenuItem
+                                                    Command="{Binding $parent[ItemsControl].((vm:BananaVisionPageViewModel)DataContext).DeleteMessageCommand}"
+                                                    CommandParameter="{Binding}"
+                                                    Header="Delete"
+                                                    IsVisible="{Binding CanDelete}" />
+                                            </ContextMenu>
+                                        </Border.ContextMenu>
                                         <Border.Styles>
                                             <Style Selector="Border">
                                                 <Style.Animations>
@@ -930,34 +1125,75 @@
                                             </Style>
                                         </Border.Styles>
                                         <StackPanel>
-                                            <Button
-                                                Padding="0"
-                                                Background="Transparent"
-                                                Command="{Binding $parent[ItemsControl].((vm:BananaVisionPageViewModel)DataContext).PreviewImageCommand}"
-                                                CommandParameter="{Binding Image}"
-                                                CornerRadius="14"
-                                                Cursor="Hand"
-                                                ToolTip.Tip="Click to view full size">
-                                                <Grid>
-                                                    <Image
-                                                        MaxHeight="350"
-                                                        Source="{Binding Image}"
-                                                        Stretch="Uniform" />
-                                                    <!--  Hover overlay with zoom icon  -->
-                                                    <Border
-                                                        Name="HoverOverlay"
-                                                        Background="#40000000"
-                                                        CornerRadius="14"
-                                                        IsVisible="False">
+                                            <Grid>
+                                                <Button
+                                                    Padding="0"
+                                                    Background="Transparent"
+                                                    Command="{Binding $parent[ItemsControl].((vm:BananaVisionPageViewModel)DataContext).PreviewImageCommand}"
+                                                    CommandParameter="{Binding Image}"
+                                                    CornerRadius="14"
+                                                    Cursor="Hand"
+                                                    ToolTip.Tip="Click to view full size">
+                                                    <Grid>
+                                                        <Image
+                                                            MaxHeight="350"
+                                                            Source="{Binding Image}"
+                                                            Stretch="Uniform" />
+                                                        <!--  Hover overlay with zoom icon  -->
+                                                        <Border
+                                                            Name="HoverOverlay"
+                                                            Background="#40000000"
+                                                            CornerRadius="14"
+                                                            IsVisible="False">
+                                                            <avalonia:Icon
+                                                                HorizontalAlignment="Center"
+                                                                VerticalAlignment="Center"
+                                                                FontSize="24"
+                                                                Foreground="White"
+                                                                Value="fa-solid fa-magnifying-glass-plus" />
+                                                        </Border>
+                                                    </Grid>
+                                                </Button>
+                                                <!--  Top-right overlay actions  -->
+                                                <StackPanel
+                                                    Margin="8"
+                                                    HorizontalAlignment="Right"
+                                                    VerticalAlignment="Top"
+                                                    Orientation="Horizontal"
+                                                    Spacing="6">
+                                                    <Button
+                                                        Width="32"
+                                                        Height="32"
+                                                        Padding="4"
+                                                        Background="#AA2C2C2E"
+                                                        Classes="MessageActionButton"
+                                                        Command="{Binding $parent[ItemsControl].((vm:BananaVisionPageViewModel)DataContext).CopyImageToClipboardCommand}"
+                                                        CommandParameter="{Binding Image}"
+                                                        CornerRadius="16"
+                                                        ToolTip.Tip="Copy image to clipboard">
                                                         <avalonia:Icon
-                                                            HorizontalAlignment="Center"
-                                                            VerticalAlignment="Center"
-                                                            FontSize="24"
-                                                            Foreground="White"
-                                                            Value="fa-solid fa-magnifying-glass-plus" />
-                                                    </Border>
-                                                </Grid>
-                                            </Button>
+                                                            FontSize="12"
+                                                            Foreground="#E0E0E0"
+                                                            Value="fa-regular fa-copy" />
+                                                    </Button>
+                                                    <Button
+                                                        Width="32"
+                                                        Height="32"
+                                                        Padding="4"
+                                                        Background="#AA2C2C2E"
+                                                        Classes="MessageActionButton"
+                                                        Command="{Binding $parent[ItemsControl].((vm:BananaVisionPageViewModel)DataContext).DeleteMessageCommand}"
+                                                        CommandParameter="{Binding}"
+                                                        CornerRadius="16"
+                                                        IsVisible="{Binding CanDelete}"
+                                                        ToolTip.Tip="Delete message">
+                                                        <avalonia:Icon
+                                                            FontSize="12"
+                                                            Foreground="#FF6B6B"
+                                                            Value="fa-solid fa-trash" />
+                                                    </Button>
+                                                </StackPanel>
+                                            </Grid>
                                             <TextBlock
                                                 Margin="0,4,4,0"
                                                 HorizontalAlignment="Right"
@@ -969,7 +1205,59 @@
                                 </Grid>
                             </DataTemplate>
 
+                            <!--  Loading Image Placeholder Template (simplified for performance)  -->
+                            <DataTemplate DataType="bananaVision1:LoadingImageMessage">
+                                <Grid Margin="0,6" HorizontalAlignment="Left">
+                                    <Border
+                                        Width="{Binding TargetWidth}"
+                                        Height="{Binding TargetHeight}"
+                                        Background="#1E1E2E"
+                                        BoxShadow="0 4 12 0 #30000000"
+                                        ClipToBounds="True"
+                                        CornerRadius="16">
+                                        <Grid>
+                                            <!--  Loading indicator  -->
+                                            <StackPanel
+                                                HorizontalAlignment="Center"
+                                                VerticalAlignment="Center"
+                                                Spacing="12">
+                                                <avalonia:Icon
+                                                    Name="LoadingIcon"
+                                                    HorizontalAlignment="Center"
+                                                    FontSize="32"
+                                                    Foreground="#9D8CFF"
+                                                    Value="fa-solid fa-circle-notch">
+                                                    <avalonia:Icon.Styles>
+                                                        <Style Selector="avalonia|Icon#LoadingIcon">
+                                                            <Style.Animations>
+                                                                <Animation IterationCount="Infinite" Duration="0:0:1.2">
+                                                                    <KeyFrame Cue="0%">
+                                                                        <Setter Property="Opacity" Value="0.4" />
+                                                                    </KeyFrame>
+                                                                    <KeyFrame Cue="50%">
+                                                                        <Setter Property="Opacity" Value="1" />
+                                                                    </KeyFrame>
+                                                                    <KeyFrame Cue="100%">
+                                                                        <Setter Property="Opacity" Value="0.4" />
+                                                                    </KeyFrame>
+                                                                </Animation>
+                                                            </Style.Animations>
+                                                        </Style>
+                                                    </avalonia:Icon.Styles>
+                                                </avalonia:Icon>
+                                                <TextBlock
+                                                    HorizontalAlignment="Center"
+                                                    FontSize="13"
+                                                    Foreground="#8E8E93"
+                                                    Text="Generating..." />
+                                            </StackPanel>
+                                        </Grid>
+                                    </Border>
+                                </Grid>
+                            </DataTemplate>
+
                             <!--  Thinking/Reasoning Template (Gemini 3 Pro) with animation  -->
+                            <!--  Note: No delete option here - thinking is part of the parent message  -->
                             <DataTemplate DataType="bananaVision1:ThinkingMessage">
                                 <Grid
                                     MaxWidth="550"
@@ -1005,7 +1293,7 @@
                                         </Border.Styles>
                                         <StackPanel Spacing="10">
                                             <!--  Header with expand/collapse  -->
-                                            <Grid ColumnDefinitions="Auto, *, Auto">
+                                            <Grid ColumnDefinitions="Auto, *, Auto, Auto">
                                                 <StackPanel
                                                     Grid.Column="0"
                                                     Orientation="Horizontal"
@@ -1054,17 +1342,14 @@
                                                             Value="fa-solid fa-chevron-down" />
                                                     </Panel>
                                                 </Button>
+                                                <!--  No delete button for thinking - it's part of the parent message  -->
                                             </Grid>
 
                                             <!--  Collapsed preview  -->
-                                            <TextBlock
-                                                FontSize="12"
-                                                FontStyle="Italic"
-                                                Foreground="#7A7A8C"
+                                            <controls:MarkdownViewer
+                                                CustomCss=".markdown-body { color: #7A7A8C; font-family: 'Segoe UI', sans-serif; font-size: 12px; font-style: italic; line-height: 1.6; padding: 0; word-break: break-word; overflow-wrap: break-word; white-space: normal; } p { margin-top: 0; margin-bottom: 0; }"
                                                 IsVisible="{Binding !IsExpanded}"
-                                                LineHeight="20"
-                                                Text="{Binding ThinkingPreview}"
-                                                TextWrapping="Wrap" />
+                                                Text="{Binding ThinkingPreview}" />
 
                                             <!--  Expanded content  -->
                                             <ScrollViewer
@@ -1072,12 +1357,7 @@
                                                 HorizontalScrollBarVisibility="Disabled"
                                                 IsVisible="{Binding IsExpanded}"
                                                 VerticalScrollBarVisibility="Auto">
-                                                <SelectableTextBlock
-                                                    FontSize="12"
-                                                    Foreground="#B0B0C0"
-                                                    LineHeight="20"
-                                                    Text="{Binding ThinkingContent}"
-                                                    TextWrapping="Wrap" />
+                                                <controls:MarkdownViewer CustomCss=".markdown-body { color: #B0B0C0; font-family: 'Segoe UI', sans-serif; font-size: 12px; line-height: 1.6; padding: 0; word-break: break-word; overflow-wrap: break-word; white-space: normal; } p { margin-top: 0; margin-bottom: 6px; } pre { background-color: #151525; padding: 8px; border-radius: 4px; overflow: auto; } code { background-color: #252535; padding: 2px 4px; border-radius: 3px; font-family: Consolas, monospace; }" Text="{Binding ThinkingContent}" />
                                             </ScrollViewer>
 
                                             <!--  Timestamp  -->
@@ -1096,7 +1376,26 @@
                     </ItemsControl>
                 </ScrollViewer>
 
-                <!--  Typing/Generating Indicator (overlays on top)  -->
+                <!--  Scroll-to-bottom button (shown when user is reading older messages)  -->
+                <Button
+                    Name="ScrollToBottomButton"
+                    Width="44"
+                    Height="44"
+                    Margin="0,0,24,24"
+                    HorizontalAlignment="Right"
+                    VerticalAlignment="Bottom"
+                    Background="#2D2D4A"
+                    CornerRadius="22"
+                    IsVisible="False"
+                    ToolTip.Tip="Scroll to newest messages"
+                    ZIndex="50">
+                    <avalonia:Icon
+                        FontSize="14"
+                        Foreground="#9D8CFF"
+                        Value="fa-solid fa-arrow-down" />
+                </Button>
+
+                <!--  Typing/Generating Indicator (overlays on top, scoped to current conversation)  -->
                 <Border
                     Margin="0,0,0,16"
                     Padding="16,12"
@@ -1104,7 +1403,7 @@
                     VerticalAlignment="Bottom"
                     Background="#2C2C2E"
                     CornerRadius="16"
-                    IsVisible="{Binding IsGenerating}">
+                    IsVisible="{Binding IsCurrentConversationGenerating}">
                     <StackPanel Orientation="Horizontal" Spacing="16">
                         <!--  Animated typing dots (opacity only)  -->
                         <StackPanel Orientation="Horizontal" Spacing="4">
@@ -1197,12 +1496,23 @@
                             VerticalAlignment="Center"
                             FontSize="14"
                             Foreground="White"
-                            Text="Creating your image..." />
+                            Text="{Binding GenerationProgressText}" />
+                        <ProgressBar
+                            Width="180"
+                            Height="6"
+                            VerticalAlignment="Center"
+                            Background="#1C1C1E"
+                            Foreground="#9D8CFF"
+                            IsIndeterminate="{Binding !HasGenerationProgress}"
+                            IsVisible="{Binding RequiresLocalBackend}"
+                            Maximum="100"
+                            Minimum="0"
+                            Value="{Binding GenerationProgressPercent}" />
                         <!--  Cancel Button  -->
                         <Button
                             Padding="8,4"
                             Background="#CC3340"
-                            Command="{Binding SendMessageCancelCommand}"
+                            Command="{Binding CancelGenerationCommand}"
                             CornerRadius="8"
                             ToolTip.Tip="Cancel generation">
                             <StackPanel Orientation="Horizontal" Spacing="6">
@@ -1235,12 +1545,13 @@
                             Foreground="#FF6B6B"
                             Value="fa-solid fa-exclamation-circle" />
                         <TextBlock
-                            MaxWidth="300"
+                            MaxWidth="500"
                             VerticalAlignment="Center"
                             FontSize="13"
                             Foreground="#FF6B6B"
+                            LineHeight="18"
                             Text="{Binding ErrorMessage}"
-                            TextTrimming="CharacterEllipsis" />
+                            TextWrapping="Wrap" />
                         <Button
                             Padding="10,6"
                             Background="#0A84FF"
@@ -1452,6 +1763,7 @@
                                     Grid.Column="1"
                                     MinHeight="40"
                                     MaxHeight="150"
+                                    Margin="4,0,0,0"
                                     Padding="8,10"
                                     VerticalContentAlignment="Center"
                                     Background="Transparent"
@@ -1469,44 +1781,196 @@
                             </Grid>
                         </Border>
 
-                        <!--  Send Button with hover effect  -->
-                        <Button
+                        <!--  Input Buttons Container  -->
+                        <StackPanel
                             Grid.Column="1"
-                            Width="44"
-                            Height="44"
-                            Margin="10,0,0,0"
-                            Padding="0"
-                            HorizontalContentAlignment="Center"
-                            VerticalContentAlignment="Center"
-                            Background="#0A84FF"
-                            Command="{Binding SendMessageCommand}"
-                            CornerRadius="22"
-                            IsEnabled="{Binding !IsGenerating}"
-                            ToolTip.Tip="Send message (Enter)">
-                            <Button.Styles>
-                                <Style Selector="Button:pointerover">
-                                    <Setter Property="Background" Value="#2196F3" />
-                                    <Setter Property="RenderTransform">
-                                        <ScaleTransform ScaleX="1.05" ScaleY="1.05" />
-                                    </Setter>
-                                </Style>
-                                <Style Selector="Button:pressed">
-                                    <Setter Property="RenderTransform">
-                                        <ScaleTransform ScaleX="0.95" ScaleY="0.95" />
-                                    </Setter>
-                                </Style>
-                            </Button.Styles>
-                            <Button.Transitions>
-                                <Transitions>
-                                    <TransformOperationsTransition Property="RenderTransform" Duration="0:0:0.1" />
-                                </Transitions>
-                            </Button.Transitions>
-                            <PathIcon Data="{StaticResource SendIconGeometry}" Foreground="White" />
-                        </Button>
+                            Margin="12,0,0,0"
+                            Orientation="Horizontal"
+                            Spacing="8">
+                            <!--  Regenerate Button (shown when there's a response to regenerate)  -->
+                            <Button
+                                Width="44"
+                                Height="44"
+                                Padding="0"
+                                HorizontalContentAlignment="Center"
+                                VerticalContentAlignment="Center"
+                                Background="#2C2C2E"
+                                Classes="InputActionButton"
+                                Command="{Binding RegenerateLastResponseCommand}"
+                                CornerRadius="22"
+                                ToolTip.Tip="Regenerate the last response">
+                                <Button.IsVisible>
+                                    <MultiBinding Converter="{x:Static BoolConverters.And}">
+                                        <Binding Path="CanRegenerateLastResponse" />
+                                        <Binding Path="!CanRetryLastMessage" />
+                                        <Binding Path="!IsGenerating" />
+                                    </MultiBinding>
+                                </Button.IsVisible>
+                                <avalonia:Icon
+                                    FontSize="18"
+                                    Foreground="#9D8CFF"
+                                    Value="fa-solid fa-arrows-rotate" />
+                            </Button>
+
+                            <!--  Send Button (shown when not generating)  -->
+                            <Button
+                                Width="44"
+                                Height="44"
+                                Padding="0"
+                                HorizontalContentAlignment="Center"
+                                VerticalContentAlignment="Center"
+                                Background="#0A84FF"
+                                Command="{Binding SendMessageCommand}"
+                                CornerRadius="22"
+                                IsVisible="{Binding !IsGenerating}"
+                                ToolTip.Tip="Send message (Enter)">
+                                <Button.Styles>
+                                    <Style Selector="Button:pointerover">
+                                        <Setter Property="Background" Value="#2196F3" />
+                                        <Setter Property="RenderTransform">
+                                            <ScaleTransform ScaleX="1.05" ScaleY="1.05" />
+                                        </Setter>
+                                    </Style>
+                                    <Style Selector="Button:pressed">
+                                        <Setter Property="RenderTransform">
+                                            <ScaleTransform ScaleX="0.95" ScaleY="0.95" />
+                                        </Setter>
+                                    </Style>
+                                </Button.Styles>
+                                <Button.Transitions>
+                                    <Transitions>
+                                        <TransformOperationsTransition Property="RenderTransform" Duration="0:0:0.1" />
+                                    </Transitions>
+                                </Button.Transitions>
+                                <PathIcon Data="{StaticResource SendIconGeometry}" Foreground="White" />
+                            </Button>
+
+                            <!--  Stop Button (shown when generating)  -->
+                            <Button
+                                Width="44"
+                                Height="44"
+                                Padding="0"
+                                HorizontalContentAlignment="Center"
+                                VerticalContentAlignment="Center"
+                                Background="#CC3340"
+                                Command="{Binding CancelGenerationCommand}"
+                                CornerRadius="22"
+                                IsVisible="{Binding IsGenerating}"
+                                ToolTip.Tip="Stop generation">
+                                <Button.Styles>
+                                    <Style Selector="Button:pointerover">
+                                        <Setter Property="Background" Value="#E54B4B" />
+                                        <Setter Property="RenderTransform">
+                                            <ScaleTransform ScaleX="1.05" ScaleY="1.05" />
+                                        </Setter>
+                                    </Style>
+                                    <Style Selector="Button:pressed">
+                                        <Setter Property="RenderTransform">
+                                            <ScaleTransform ScaleX="0.95" ScaleY="0.95" />
+                                        </Setter>
+                                    </Style>
+                                </Button.Styles>
+                                <Button.Transitions>
+                                    <Transitions>
+                                        <TransformOperationsTransition Property="RenderTransform" Duration="0:0:0.1" />
+                                    </Transitions>
+                                </Button.Transitions>
+                                <avalonia:Icon
+                                    FontSize="18"
+                                    Foreground="White"
+                                    Value="fa-solid fa-stop" />
+                            </Button>
+                        </StackPanel>
                     </Grid>
                 </StackPanel>
             </Border>
         </Grid>
+
+        <!--  3. Image Gallery Sidebar (Column 2)  -->
+        <Border
+            Grid.RowSpan="2"
+            Grid.Column="2"
+            Width="280"
+            Padding="8"
+            Background="{DynamicResource CardBackgroundFillColorDefaultBrush}"
+            BorderBrush="{DynamicResource CardStrokeColorDefaultBrush}"
+            BorderThickness="1,0,0,0"
+            IsVisible="{Binding IsGalleryVisible}">
+            <Grid RowDefinitions="Auto, *">
+                <!--  Header  -->
+                <StackPanel
+                    Grid.Row="0"
+                    Margin="0,0,0,8"
+                    Orientation="Horizontal"
+                    Spacing="8">
+                    <avalonia:Icon
+                        VerticalAlignment="Center"
+                        FontSize="14"
+                        Foreground="#9D8CFF"
+                        Value="fa-solid fa-images" />
+                    <TextBlock
+                        VerticalAlignment="Center"
+                        FontSize="14"
+                        FontWeight="SemiBold"
+                        Text="Gallery" />
+                </StackPanel>
+
+                <!--  Image Thumbnails  -->
+                <ScrollViewer
+                    Grid.Row="1"
+                    HorizontalScrollBarVisibility="Disabled"
+                    VerticalScrollBarVisibility="Auto">
+                    <ItemsControl ItemsSource="{Binding ConversationImages}">
+                        <ItemsControl.ItemsPanel>
+                            <ItemsPanelTemplate>
+                                <WrapPanel Orientation="Horizontal" />
+                            </ItemsPanelTemplate>
+                        </ItemsControl.ItemsPanel>
+                        <ItemsControl.ItemTemplate>
+                            <DataTemplate DataType="bananaVision1:ImageMessage">
+                                <Button
+                                    Margin="4"
+                                    Padding="0"
+                                    Background="Transparent"
+                                    Command="{Binding $parent[ItemsControl].((vm:BananaVisionPageViewModel)DataContext).PreviewImageCommand}"
+                                    CommandParameter="{Binding Image}"
+                                    CornerRadius="8"
+                                    Cursor="Hand"
+                                    ToolTip.Tip="Click to view">
+                                    <Border
+                                        Width="120"
+                                        Height="120"
+                                        ClipToBounds="True"
+                                        CornerRadius="8">
+                                        <Image Source="{Binding Image}" Stretch="UniformToFill" />
+                                    </Border>
+                                </Button>
+                            </DataTemplate>
+                        </ItemsControl.ItemTemplate>
+                    </ItemsControl>
+                </ScrollViewer>
+
+                <!--  Empty State  -->
+                <StackPanel
+                    Grid.Row="1"
+                    HorizontalAlignment="Center"
+                    VerticalAlignment="Center"
+                    IsVisible="{Binding !HasConversationImages}"
+                    Spacing="8">
+                    <avalonia:Icon
+                        HorizontalAlignment="Center"
+                        FontSize="24"
+                        Foreground="#4A4A4A"
+                        Value="fa-regular fa-images" />
+                    <TextBlock
+                        HorizontalAlignment="Center"
+                        FontSize="12"
+                        Foreground="#6B6B6B"
+                        Text="No images yet"
+                        TextAlignment="Center" />
+                </StackPanel>
+            </Grid>
+        </Border>
     </Grid>
 
 </controls:UserControlBase>
\ No newline at end of file
diff --git a/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml.cs b/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml.cs
index 228a65279..1f8f0cac4 100644
--- a/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml.cs
+++ b/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml.cs
@@ -1,4 +1,4 @@
-using System;
+using System;
 using System.Collections.Generic;
 using System.IO;
 using System.Linq;
@@ -16,7 +16,29 @@ namespace StabilityMatrix.Avalonia.Views;
 [RegisterSingleton<BananaVisionPage>]
 public partial class BananaVisionPage : UserControlBase
 {
+    /// <summary>
+    /// Threshold in pixels from the bottom to consider the scroll position "near bottom"
+    /// </summary>
+    private const double ScrollBottomThreshold = 120;
+
     private ScrollViewer? messageScrollViewer;
+    private Button? scrollToBottomButton;
+    private bool isNearBottom = true;
+
+    private static bool IsScrollNearBottom(
+        ScrollViewer scrollViewer,
+        double thresholdPixels = ScrollBottomThreshold
+    )
+    {
+        var extentHeight = scrollViewer.Extent.Height;
+        var viewportHeight = scrollViewer.Viewport.Height;
+        var offsetY = scrollViewer.Offset.Y;
+
+        if (extentHeight <= 0 || viewportHeight <= 0)
+            return true;
+
+        return offsetY + viewportHeight >= extentHeight - thresholdPixels;
+    }
 
     /// <summary>
     /// Supported image extensions for drag and drop
@@ -65,10 +87,24 @@ protected override void OnAttachedToVisualTree(VisualTreeAttachmentEventArgs e)
 
             // Subscribe to scroll request events from ViewModel
             viewModel.ScrollToEndRequested += OnScrollToEndRequested;
+            viewModel.ScrollToEndForcedRequested += OnScrollToEndForcedRequested;
         }
 
         // Find the message scroll viewer
         messageScrollViewer = this.FindControl<ScrollViewer>("MessageScrollViewer");
+        scrollToBottomButton = this.FindControl<Button>("ScrollToBottomButton");
+
+        if (messageScrollViewer != null)
+        {
+            messageScrollViewer.ScrollChanged += OnMessageScrollChanged;
+            isNearBottom = IsScrollNearBottom(messageScrollViewer);
+        }
+
+        if (scrollToBottomButton != null)
+        {
+            scrollToBottomButton.Click += OnScrollToBottomClicked;
+            scrollToBottomButton.IsVisible = false;
+        }
     }
 
     protected override void OnDetachedFromVisualTree(VisualTreeAttachmentEventArgs e)
@@ -79,6 +115,17 @@ protected override void OnDetachedFromVisualTree(VisualTreeAttachmentEventArgs e
         if (DataContext is BananaVisionPageViewModel viewModel)
         {
             viewModel.ScrollToEndRequested -= OnScrollToEndRequested;
+            viewModel.ScrollToEndForcedRequested -= OnScrollToEndForcedRequested;
+        }
+
+        if (messageScrollViewer != null)
+        {
+            messageScrollViewer.ScrollChanged -= OnMessageScrollChanged;
+        }
+
+        if (scrollToBottomButton != null)
+        {
+            scrollToBottomButton.Click -= OnScrollToBottomClicked;
         }
     }
 
@@ -87,7 +134,77 @@ protected override void OnDetachedFromVisualTree(VisualTreeAttachmentEventArgs e
     /// </summary>
     private void OnScrollToEndRequested(object? sender, EventArgs e)
     {
-        messageScrollViewer?.ScrollToEnd();
+        if (messageScrollViewer == null)
+            return;
+
+        isNearBottom = IsScrollNearBottom(messageScrollViewer);
+
+        if (isNearBottom)
+        {
+            messageScrollViewer.ScrollToEnd();
+            if (scrollToBottomButton != null)
+            {
+                scrollToBottomButton.IsVisible = false;
+            }
+            return;
+        }
+
+        if (scrollToBottomButton != null)
+        {
+            scrollToBottomButton.IsVisible = true;
+        }
+    }
+
+    private void OnScrollToEndForcedRequested(object? sender, EventArgs e)
+    {
+        if (messageScrollViewer == null)
+            return;
+
+        messageScrollViewer.ScrollToEnd();
+        isNearBottom = true;
+
+        if (scrollToBottomButton != null)
+        {
+            scrollToBottomButton.IsVisible = false;
+        }
+    }
+
+    private void OnMessageScrollChanged(object? sender, ScrollChangedEventArgs e)
+    {
+        if (messageScrollViewer == null)
+            return;
+
+        isNearBottom = IsScrollNearBottom(messageScrollViewer);
+
+        if (isNearBottom)
+        {
+            if (scrollToBottomButton != null)
+            {
+                scrollToBottomButton.IsVisible = false;
+            }
+        }
+        else
+        {
+            // If the user scrolls up manually, keep the affordance visible so they can jump back down.
+            if (scrollToBottomButton != null)
+            {
+                scrollToBottomButton.IsVisible = true;
+            }
+        }
+    }
+
+    private void OnScrollToBottomClicked(object? sender, global::Avalonia.Interactivity.RoutedEventArgs e)
+    {
+        if (messageScrollViewer == null)
+            return;
+
+        messageScrollViewer.ScrollToEnd();
+        isNearBottom = true;
+
+        if (scrollToBottomButton != null)
+        {
+            scrollToBottomButton.IsVisible = false;
+        }
     }
 
     /// <summary>
@@ -139,7 +256,7 @@ private void OnDragOver(object? sender, DragEventArgs e)
         e.Handled = true;
     }
 
-    private async void OnDrop(object? sender, DragEventArgs e)
+    private void OnDrop(object? sender, DragEventArgs e)
     {
         if (DataContext is BananaVisionPageViewModel viewModel)
         {
@@ -161,7 +278,7 @@ private async void OnDrop(object? sender, DragEventArgs e)
 
         if (DataContext is BananaVisionPageViewModel viewModel2)
         {
-            await viewModel2.AddImagesFromPathsAsync(imagePaths);
+            viewModel2.AddImagesFromPaths(imagePaths);
         }
     }
 
diff --git a/StabilityMatrix.Avalonia/Views/Settings/AccountSettingsPage.axaml b/StabilityMatrix.Avalonia/Views/Settings/AccountSettingsPage.axaml
index 181e56462..f6a0b598e 100644
--- a/StabilityMatrix.Avalonia/Views/Settings/AccountSettingsPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/Settings/AccountSettingsPage.axaml
@@ -230,8 +230,7 @@
                 Header="Gemini API"
                 HeaderTargetUri="https://aistudio.google.com/api-keys"
                 IsConnected="{Binding HasGeminiApiKey}"
-                OffDescription="Add your Gemini API key to use Nano Banana in BananaVision for image generation"
-                OnDescriptionExtra="(Connected)">
+                OffDescription="Add your Gemini API key to use Nano Banana in BananaVision for image generation">
                 <controls:SettingsAccountLinkExpander.IconSource>
                     <fluentIcons:SymbolIconSource Symbol="Sparkle" />
                 </controls:SettingsAccountLinkExpander.IconSource>
diff --git a/StabilityMatrix.Core/Models/Database/ImageGenerationMessage.cs b/StabilityMatrix.Core/Models/Database/ImageGenerationMessage.cs
index 291ca0f89..2ccf1b821 100644
--- a/StabilityMatrix.Core/Models/Database/ImageGenerationMessage.cs
+++ b/StabilityMatrix.Core/Models/Database/ImageGenerationMessage.cs
@@ -31,6 +31,12 @@ public record ImageGenerationMessage
     /// </summary>
     public string? ImagePath { get; init; }
 
+    /// <summary>
+    /// Optional list of image paths associated with this message (e.g., multiple input images, or multiple outputs).
+    /// When present, <see cref="ImagePath"/> is typically the first entry for backward compatibility.
+    /// </summary>
+    public List<string>? ImagePaths { get; init; }
+
     /// <summary>
     /// MIME type of the image
     /// </summary>
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/Gemini3ProImageGenerationProvider.cs b/StabilityMatrix.Core/Services/ImageGeneration/Gemini3ProImageGenerationProvider.cs
index 8fd43671b..90605bc6e 100644
--- a/StabilityMatrix.Core/Services/ImageGeneration/Gemini3ProImageGenerationProvider.cs
+++ b/StabilityMatrix.Core/Services/ImageGeneration/Gemini3ProImageGenerationProvider.cs
@@ -1,5 +1,4 @@
 using Microsoft.Extensions.Logging;
-using Refit;
 using StabilityMatrix.Core.Api;
 using StabilityMatrix.Core.Models.Api.Gemini;
 
@@ -11,199 +10,61 @@ namespace StabilityMatrix.Core.Services.ImageGeneration;
 /// </summary>
 public class Gemini3ProImageGenerationProvider(
     ILogger<Gemini3ProImageGenerationProvider> logger,
-    IGeminiApi geminiApi
-) : IImageGenerationProvider
+    IGeminiApi geminiApi,
+    ISecretsManager secretsManager
+) : GeminiBaseImageGenerationProvider(logger, geminiApi, secretsManager)
 {
-    private const string DefaultModel = "gemini-3-pro-image-preview";
     private const int DefaultThinkingBudget = 2048;
 
-    public string ProviderId => BananaVisionProviderIds.Gemini3Pro;
-    public string ProviderName => "Gemini 3 Pro (Nano Banana Pro)";
-    public bool SupportsImageInput => true;
-    public bool SupportsMultiTurn => true;
+    public override string ProviderId => BananaVisionProviderIds.Gemini3Pro;
+    public override string ProviderName => "Gemini 3 Pro (Nano Banana Pro)";
+    public override string DefaultModel => "gemini-3-pro-image-preview";
+    public override bool RequiresThoughtSignatures => true;
 
-    public async Task<ImageGenerationResponse> GenerateAsync(
-        ImageGenerationRequest request,
-        CancellationToken cancellationToken = default
-    )
+    protected override GeminiGenerateContentRequest BuildGeminiRequest(ImageGenerationRequest request)
     {
-        try
+        // Get the base request
+        var geminiRequest = base.BuildGeminiRequest(request);
+
+        // Check if thinking is enabled
+        var enableThinking =
+            request.ProviderOptions?.TryGetValue("enableThinking", out var thinkingValue) == true
+            && thinkingValue is true or "true";
+
+        var thinkingBudget =
+            request.ProviderOptions?.TryGetValue("thinkingBudget", out var budgetValue) == true
+            && budgetValue is int budget
+                ? budget
+                : DefaultThinkingBudget;
+
+        Logger.LogInformation(
+            "Gemini 3 Pro Config - Thinking: {Thinking}, Budget: {Budget}",
+            enableThinking,
+            enableThinking ? thinkingBudget : 0
+        );
+
+        // Add thinking config if enabled
+        if (enableThinking)
         {
-            // Check if thinking is enabled
-            var enableThinking =
-                request.ProviderOptions?.TryGetValue("enableThinking", out var thinkingValue) == true
-                && thinkingValue is true or "true";
+            var existingConfig = geminiRequest.GenerationConfig ?? new GeminiGenerationConfig();
 
-            var thinkingBudget =
-                request.ProviderOptions?.TryGetValue("thinkingBudget", out var budgetValue) == true
-                && budgetValue is int budget
-                    ? budget
-                    : DefaultThinkingBudget;
-
-            var geminiRequest = BuildGeminiRequest(request, enableThinking, thinkingBudget);
-
-            var model =
-                request.ProviderOptions?.TryGetValue("model", out var modelValue) == true
-                    ? modelValue?.ToString() ?? DefaultModel
-                    : DefaultModel;
-
-            logger.LogInformation(
-                "Generating image with Gemini 3 Pro model: {Model}, Thinking: {Thinking}, Budget: {Budget}",
-                model,
-                enableThinking,
-                enableThinking ? thinkingBudget : 0
-            );
-
-            var response = await geminiApi
-                .GenerateContentAsync(model, geminiRequest, cancellationToken)
-                .ConfigureAwait(false);
-
-            return ParseGeminiResponse(response);
-        }
-        catch (ApiException apiEx) when (apiEx.StatusCode == System.Net.HttpStatusCode.TooManyRequests)
-        {
-            logger.LogError(apiEx, "Rate limit or quota exceeded for Gemini API");
-            return new ImageGenerationResponse
-            {
-                IsSuccess = false,
-                ErrorMessage =
-                    "Rate limit or quota exceeded. "
-                    + "Note: Free Gemini API keys do not support image generation - you need a paid API key. "
-                    + "If you have a paid key, you may be hitting rate limits. Please try again in a moment.",
-            };
-        }
-        catch (ApiException apiEx)
-        {
-            logger.LogError(apiEx, "Gemini API error: {StatusCode}", apiEx.StatusCode);
-
-            var errorMessage = apiEx.StatusCode switch
-            {
-                System.Net.HttpStatusCode.Unauthorized =>
-                    "Invalid API key. Please check your Gemini API key in Settings.",
-                System.Net.HttpStatusCode.Forbidden =>
-                    "Access forbidden. Your API key may not have the required permissions.",
-                System.Net.HttpStatusCode.BadRequest => $"Invalid request: {apiEx.Content}",
-                _ => $"API error ({apiEx.StatusCode}): {apiEx.Message}",
-            };
-
-            return new ImageGenerationResponse { IsSuccess = false, ErrorMessage = errorMessage };
-        }
-        catch (Exception ex)
-        {
-            logger.LogError(ex, "Failed to generate image with Gemini 3 Pro");
-            return new ImageGenerationResponse { IsSuccess = false, ErrorMessage = ex.Message };
-        }
-    }
-
-    private GeminiGenerateContentRequest BuildGeminiRequest(
-        ImageGenerationRequest request,
-        bool enableThinking,
-        int thinkingBudget
-    )
-    {
-        var contents = new List<GeminiContent>();
-
-        // Add conversation history if present
-        if (request.ConversationHistory != null)
-        {
-            foreach (var message in request.ConversationHistory)
+            geminiRequest = geminiRequest with
             {
-                var parts = new List<GeminiPart>();
-
-                if (!string.IsNullOrEmpty(message.TextContent))
+                GenerationConfig = existingConfig with
                 {
-                    // Include thought signature on text parts if available (for model responses)
-                    parts.Add(
-                        new GeminiPart
-                        {
-                            Text = message.TextContent,
-                            ThoughtSignature = message.TextThoughtSignature,
-                        }
-                    );
-                }
-
-                if (message.ImageContent != null)
-                {
-                    // Include thought signature on image parts if available
-                    // This is critical for Gemini 3 Pro multi-turn conversations
-                    parts.Add(
-                        new GeminiPart
-                        {
-                            InlineData = new GeminiInlineData
-                            {
-                                MimeType = message.ImageContent.MimeType,
-                                Data = message.ImageContent.Base64Data,
-                            },
-                            ThoughtSignature = message.ImageContent.ThoughtSignature,
-                        }
-                    );
-                }
-
-                if (parts.Count > 0)
-                {
-                    contents.Add(
-                        new GeminiContent
-                        {
-                            Role = message.Role == MessageRole.User ? "user" : "model",
-                            Parts = parts,
-                        }
-                    );
-                }
-            }
-        }
-
-        // Add current request
-        var currentParts = new List<GeminiPart>();
-
-        if (!string.IsNullOrEmpty(request.TextPrompt))
-        {
-            currentParts.Add(new GeminiPart { Text = request.TextPrompt });
-        }
-
-        if (request.InputImages != null)
-        {
-            foreach (var image in request.InputImages)
-            {
-                currentParts.Add(
-                    new GeminiPart
+                    ThinkingConfig = new GeminiThinkingConfig
                     {
-                        InlineData = new GeminiInlineData
-                        {
-                            MimeType = image.MimeType,
-                            Data = image.Base64Data,
-                        },
-                    }
-                );
-            }
-        }
-
-        if (currentParts.Count > 0)
-        {
-            contents.Add(new GeminiContent { Role = "user", Parts = currentParts });
-        }
-
-        // Build generation config with thinking support
-        var generationConfig = new GeminiGenerationConfig
-        {
-            ResponseModalities = ["TEXT", "IMAGE"],
-            ThinkingConfig = enableThinking
-                ? new GeminiThinkingConfig { ThinkingBudget = thinkingBudget, IncludeThoughts = true }
-                : null,
-        };
-
-        // Add aspect ratio if specified
-        if (request.ProviderOptions?.TryGetValue("aspectRatio", out var aspectRatioValue) == true)
-        {
-            generationConfig = generationConfig with
-            {
-                ImageConfig = new GeminiImageConfig { AspectRatio = aspectRatioValue?.ToString() },
+                        ThinkingBudget = thinkingBudget,
+                        IncludeThoughts = true,
+                    },
+                },
             };
         }
 
-        return new GeminiGenerateContentRequest { Contents = contents, GenerationConfig = generationConfig };
+        return geminiRequest;
     }
 
-    private ImageGenerationResponse ParseGeminiResponse(GeminiGenerateContentResponse response)
+    protected override ImageGenerationResponse ParseGeminiResponse(GeminiGenerateContentResponse response)
     {
         if (response.Candidates == null || response.Candidates.Count == 0)
         {
@@ -225,55 +86,87 @@ private ImageGenerationResponse ParseGeminiResponse(GeminiGenerateContentRespons
 
         if (candidate.Content?.Parts != null)
         {
-            foreach (var part in candidate.Content.Parts)
+            var parts = candidate.Content.Parts;
+
+            // Find the index of the last part that has any text content (thinking or regular)
+            // Images after this index are considered "final" outputs
+            // Images before this are considered intermediate/draft images from the thinking process
+            var lastTextPartIndex = -1;
+            for (var i = 0; i < parts.Count; i++)
+            {
+                var part = parts[i];
+                // Count any part with non-empty text (including thinking parts)
+                // Image parts often have Text = "" which we ignore
+                if (!string.IsNullOrEmpty(part.Text))
+                {
+                    lastTextPartIndex = i;
+                }
+            }
+
+            Logger.LogDebug(
+                "Gemini 3 Pro response has {PartCount} parts, last text part at index {LastTextIndex}",
+                parts.Count,
+                lastTextPartIndex
+            );
+
+            for (var i = 0; i < parts.Count; i++)
             {
+                var part = parts[i];
+
                 // Capture thought signature from any part that has one
-                // According to Gemini docs, for non-function-call responses,
-                // the signature is on the last part if the model generates a thought
                 if (!string.IsNullOrEmpty(part.ThoughtSignature))
                 {
                     lastThoughtSignature = part.ThoughtSignature;
-                    logger.LogDebug("Captured thought signature from response part");
                 }
 
-                // Check if this is thinking content
+                // Check for thinking content
                 if (part is { Thought: true, Text: not null })
                 {
-                    // Accumulate thinking content
                     thinkingContent = string.IsNullOrEmpty(thinkingContent)
                         ? part.Text
                         : thinkingContent + "\n\n" + part.Text;
                     continue;
                 }
 
-                // Regular text response
-                if (part.Text != null)
+                if (!string.IsNullOrEmpty(part.Text))
                 {
                     textResponse = part.Text;
                 }
 
-                // Image response - capture thought signature for this specific image
                 if (part.InlineData != null)
                 {
-                    images.Add(
-                        new GeneratedImage
-                        {
-                            Base64Data = part.InlineData.Data,
-                            MimeType = part.InlineData.MimeType,
-                            ThoughtSignature = part.ThoughtSignature,
-                        }
-                    );
+                    // Only include images that appear at or after the last text part
+                    // This filters out intermediate "thinking" images that appear between text parts
+                    if (i >= lastTextPartIndex)
+                    {
+                        images.Add(
+                            new GeneratedImage
+                            {
+                                Base64Data = part.InlineData.Data,
+                                MimeType = part.InlineData.MimeType,
+                                ThoughtSignature = part.ThoughtSignature,
+                            }
+                        );
+                    }
+                    else
+                    {
+                        Logger.LogDebug(
+                            "Skipping intermediate image at index {Index} (before last text at {LastTextIndex})",
+                            i,
+                            lastTextPartIndex
+                        );
+                    }
                 }
             }
         }
 
-        // Use the last thought signature found if no image-specific one
         var responseThoughtSignature = images.FirstOrDefault()?.ThoughtSignature ?? lastThoughtSignature;
 
-        if (!string.IsNullOrEmpty(responseThoughtSignature))
-        {
-            logger.LogInformation("Captured thought signature for conversation continuity");
-        }
+        Logger.LogInformation(
+            "Gemini 3 Pro parsed response: {ImageCount} final image(s), has thinking: {HasThinking}",
+            images.Count,
+            !string.IsNullOrEmpty(thinkingContent)
+        );
 
         return new ImageGenerationResponse
         {
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/GeminiBaseImageGenerationProvider.cs b/StabilityMatrix.Core/Services/ImageGeneration/GeminiBaseImageGenerationProvider.cs
new file mode 100644
index 000000000..2fec86667
--- /dev/null
+++ b/StabilityMatrix.Core/Services/ImageGeneration/GeminiBaseImageGenerationProvider.cs
@@ -0,0 +1,266 @@
+using Microsoft.Extensions.Logging;
+using Refit;
+using StabilityMatrix.Core.Api;
+using StabilityMatrix.Core.Models.Api.Gemini;
+
+namespace StabilityMatrix.Core.Services.ImageGeneration;
+
+/// <summary>
+/// Base class for Gemini image generation providers
+/// </summary>
+public abstract class GeminiBaseImageGenerationProvider(
+    ILogger logger,
+    IGeminiApi geminiApi,
+    ISecretsManager secretsManager
+) : IImageGenerationProvider
+{
+    public abstract string ProviderId { get; }
+    public abstract string ProviderName { get; }
+    public abstract string DefaultModel { get; }
+    public bool SupportsImageInput => true;
+    public bool SupportsMultiTurn => true;
+    public virtual bool RequiresThoughtSignatures => false;
+
+    protected ILogger Logger => logger;
+
+    public async Task<ImageGenerationResponse> GenerateAsync(
+        ImageGenerationRequest request,
+        CancellationToken cancellationToken = default
+    )
+    {
+        // Check for API key first
+        var secrets = await secretsManager.SafeLoadAsync().ConfigureAwait(false);
+        if (string.IsNullOrEmpty(secrets.GeminiApiKey))
+        {
+            return new ImageGenerationResponse
+            {
+                IsSuccess = false,
+                ErrorMessage = "Gemini API key not configured. Please add it in Settings.",
+            };
+        }
+
+        try
+        {
+            var geminiRequest = BuildGeminiRequest(request);
+
+            var model =
+                request.ProviderOptions?.TryGetValue("model", out var modelValue) == true
+                    ? modelValue?.ToString() ?? DefaultModel
+                    : DefaultModel;
+
+            logger.LogInformation("Generating image with Gemini model: {Model}", model);
+
+            var response = await geminiApi
+                .GenerateContentAsync(model, geminiRequest, cancellationToken)
+                .ConfigureAwait(false);
+
+            return ParseGeminiResponse(response);
+        }
+        catch (ApiException apiEx) when (apiEx.StatusCode == System.Net.HttpStatusCode.TooManyRequests)
+        {
+            logger.LogError(apiEx, "Rate limit or quota exceeded for Gemini API");
+            return new ImageGenerationResponse
+            {
+                IsSuccess = false,
+                ErrorMessage =
+                    "Rate limit or quota exceeded. "
+                    + "Note: Free Gemini API keys do not support image generation - you need a paid API key. "
+                    + "If you have a paid key, you may be hitting rate limits. Please try again in a moment.",
+            };
+        }
+        catch (ApiException apiEx)
+        {
+            logger.LogError(apiEx, "Gemini API error: {StatusCode}", apiEx.StatusCode);
+
+            var errorMessage = apiEx.StatusCode switch
+            {
+                System.Net.HttpStatusCode.Unauthorized =>
+                    "Invalid API key. Please check your Gemini API key in Settings.",
+                System.Net.HttpStatusCode.Forbidden =>
+                    "Access forbidden. Your API key may not have the required permissions.",
+                System.Net.HttpStatusCode.BadRequest => $"Invalid request: {apiEx.Content}",
+                _ => $"API error ({apiEx.StatusCode}): {apiEx.Message}",
+            };
+
+            return new ImageGenerationResponse { IsSuccess = false, ErrorMessage = errorMessage };
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to generate image with Gemini");
+            return new ImageGenerationResponse { IsSuccess = false, ErrorMessage = ex.Message };
+        }
+    }
+
+    /// <summary>
+    /// Builds the Gemini request. Can be overridden to add specific configuration.
+    /// </summary>
+    protected virtual GeminiGenerateContentRequest BuildGeminiRequest(ImageGenerationRequest request)
+    {
+        var contents = new List<GeminiContent>();
+
+        // Add conversation history if present
+        if (request.ConversationHistory != null)
+        {
+            foreach (var message in request.ConversationHistory)
+            {
+                var parts = new List<GeminiPart>();
+
+                if (!string.IsNullOrEmpty(message.TextContent))
+                {
+                    parts.Add(
+                        new GeminiPart
+                        {
+                            Text = message.TextContent,
+                            ThoughtSignature = message.TextThoughtSignature,
+                        }
+                    );
+                }
+
+                if (message.ImageContent != null)
+                {
+                    parts.Add(
+                        new GeminiPart
+                        {
+                            InlineData = new GeminiInlineData
+                            {
+                                MimeType = message.ImageContent.MimeType,
+                                Data = message.ImageContent.Base64Data,
+                            },
+                            ThoughtSignature = message.ImageContent.ThoughtSignature,
+                        }
+                    );
+                }
+
+                if (parts.Count > 0)
+                {
+                    contents.Add(
+                        new GeminiContent
+                        {
+                            Role = message.Role == MessageRole.User ? "user" : "model",
+                            Parts = parts,
+                        }
+                    );
+                }
+            }
+        }
+
+        // Add current request
+        var currentParts = new List<GeminiPart>();
+
+        if (!string.IsNullOrEmpty(request.TextPrompt))
+        {
+            currentParts.Add(new GeminiPart { Text = request.TextPrompt });
+        }
+
+        if (request.InputImages != null)
+        {
+            foreach (var image in request.InputImages)
+            {
+                currentParts.Add(
+                    new GeminiPart
+                    {
+                        InlineData = new GeminiInlineData
+                        {
+                            MimeType = image.MimeType,
+                            Data = image.Base64Data,
+                        },
+                    }
+                );
+            }
+        }
+
+        if (currentParts.Count > 0)
+        {
+            contents.Add(new GeminiContent { Role = "user", Parts = currentParts });
+        }
+
+        // Build generation config
+        var generationConfig = new GeminiGenerationConfig { ResponseModalities = ["TEXT", "IMAGE"] };
+
+        // Add aspect ratio if specified
+        if (request.ProviderOptions?.TryGetValue("aspectRatio", out var aspectRatioValue) == true)
+        {
+            generationConfig = generationConfig with
+            {
+                ImageConfig = new GeminiImageConfig { AspectRatio = aspectRatioValue?.ToString() },
+            };
+        }
+
+        return new GeminiGenerateContentRequest { Contents = contents, GenerationConfig = generationConfig };
+    }
+
+    protected virtual ImageGenerationResponse ParseGeminiResponse(GeminiGenerateContentResponse response)
+    {
+        if (response.Candidates == null || response.Candidates.Count == 0)
+        {
+            var blockReason = response.PromptFeedback?.BlockReason;
+            return new ImageGenerationResponse
+            {
+                IsSuccess = false,
+                ErrorMessage = string.IsNullOrEmpty(blockReason)
+                    ? "No candidates returned from Gemini"
+                    : $"Request blocked: {blockReason}",
+            };
+        }
+
+        var candidate = response.Candidates[0];
+        var images = new List<GeneratedImage>();
+        string? textResponse = null;
+        string? thinkingContent = null;
+        string? lastThoughtSignature = null;
+
+        if (candidate.Content?.Parts != null)
+        {
+            foreach (var part in candidate.Content.Parts)
+            {
+                // Capture thought signature from any part that has one
+                if (!string.IsNullOrEmpty(part.ThoughtSignature))
+                {
+                    lastThoughtSignature = part.ThoughtSignature;
+                }
+
+                // Check for thinking content (Gemini 3 Pro)
+                if (part is { Thought: true, Text: not null })
+                {
+                    thinkingContent = string.IsNullOrEmpty(thinkingContent)
+                        ? part.Text
+                        : thinkingContent + "\n\n" + part.Text;
+                    continue;
+                }
+
+                if (part.Text != null)
+                {
+                    textResponse = part.Text;
+                }
+
+                if (part.InlineData != null)
+                {
+                    images.Add(
+                        new GeneratedImage
+                        {
+                            Base64Data = part.InlineData.Data,
+                            MimeType = part.InlineData.MimeType,
+                            ThoughtSignature = part.ThoughtSignature,
+                        }
+                    );
+                }
+            }
+        }
+
+        var responseThoughtSignature = images.FirstOrDefault()?.ThoughtSignature ?? lastThoughtSignature;
+
+        return new ImageGenerationResponse
+        {
+            IsSuccess = true,
+            Images = images.Count > 0 ? images : null,
+            TextResponse = textResponse,
+            ThinkingContent = thinkingContent,
+            ThoughtSignature = responseThoughtSignature,
+            Metadata = new Dictionary<string, object>
+            {
+                ["finishReason"] = candidate.FinishReason ?? "unknown",
+                ["hasThinking"] = !string.IsNullOrEmpty(thinkingContent),
+            },
+        };
+    }
+}
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/GeminiImageGenerationProvider.cs b/StabilityMatrix.Core/Services/ImageGeneration/GeminiImageGenerationProvider.cs
index 290148e68..401cc9204 100644
--- a/StabilityMatrix.Core/Services/ImageGeneration/GeminiImageGenerationProvider.cs
+++ b/StabilityMatrix.Core/Services/ImageGeneration/GeminiImageGenerationProvider.cs
@@ -10,231 +10,11 @@ namespace StabilityMatrix.Core.Services.ImageGeneration;
 /// </summary>
 public class GeminiImageGenerationProvider(
     ILogger<GeminiImageGenerationProvider> logger,
-    IGeminiApi geminiApi
-) : IImageGenerationProvider
+    IGeminiApi geminiApi,
+    ISecretsManager secretsManager
+) : GeminiBaseImageGenerationProvider(logger, geminiApi, secretsManager)
 {
-    private const string DefaultModel = "gemini-2.5-flash-image";
-
-    public string ProviderId => BananaVisionProviderIds.Gemini25Flash;
-    public string ProviderName => "Gemini 2.5 Flash (Nano Banana)";
-    public bool SupportsImageInput => true;
-    public bool SupportsMultiTurn => true;
-
-    public async Task<ImageGenerationResponse> GenerateAsync(
-        ImageGenerationRequest request,
-        CancellationToken cancellationToken = default
-    )
-    {
-        try
-        {
-            var geminiRequest = BuildGeminiRequest(request);
-
-            var model =
-                request.ProviderOptions?.TryGetValue("model", out var modelValue) == true
-                    ? modelValue?.ToString() ?? DefaultModel
-                    : DefaultModel;
-
-            logger.LogInformation("Generating image with Gemini model: {Model}", model);
-
-            var response = await geminiApi
-                .GenerateContentAsync(model, geminiRequest, cancellationToken)
-                .ConfigureAwait(false);
-
-            return ParseGeminiResponse(response);
-        }
-        catch (Refit.ApiException apiEx) when (apiEx.StatusCode == System.Net.HttpStatusCode.TooManyRequests)
-        {
-            logger.LogError(apiEx, "Rate limit or quota exceeded for Gemini API");
-            return new ImageGenerationResponse
-            {
-                IsSuccess = false,
-                ErrorMessage =
-                    "Rate limit or quota exceeded. "
-                    + "Note: Free Gemini API keys do not support image generation - you need a paid API key. "
-                    + "If you have a paid key, you may be hitting rate limits. Please try again in a moment.",
-            };
-        }
-        catch (Refit.ApiException apiEx)
-        {
-            logger.LogError(apiEx, "Gemini API error: {StatusCode}", apiEx.StatusCode);
-
-            var errorMessage = apiEx.StatusCode switch
-            {
-                System.Net.HttpStatusCode.Unauthorized =>
-                    "Invalid API key. Please check your Gemini API key in Settings.",
-                System.Net.HttpStatusCode.Forbidden =>
-                    "Access forbidden. Your API key may not have the required permissions.",
-                System.Net.HttpStatusCode.BadRequest => $"Invalid request: {apiEx.Content}",
-                _ => $"API error ({apiEx.StatusCode}): {apiEx.Message}",
-            };
-
-            return new ImageGenerationResponse { IsSuccess = false, ErrorMessage = errorMessage };
-        }
-        catch (Exception ex)
-        {
-            logger.LogError(ex, "Failed to generate image with Gemini");
-            return new ImageGenerationResponse { IsSuccess = false, ErrorMessage = ex.Message };
-        }
-    }
-
-    private GeminiGenerateContentRequest BuildGeminiRequest(ImageGenerationRequest request)
-    {
-        var contents = new List<GeminiContent>();
-
-        // Add conversation history if present
-        if (request.ConversationHistory != null)
-        {
-            foreach (var message in request.ConversationHistory)
-            {
-                var parts = new List<GeminiPart>();
-
-                if (!string.IsNullOrEmpty(message.TextContent))
-                {
-                    // Include thought signature if available (optional for 2.5, but good for compatibility)
-                    parts.Add(
-                        new GeminiPart
-                        {
-                            Text = message.TextContent,
-                            ThoughtSignature = message.TextThoughtSignature,
-                        }
-                    );
-                }
-
-                if (message.ImageContent != null)
-                {
-                    // Include thought signature on image parts if available
-                    parts.Add(
-                        new GeminiPart
-                        {
-                            InlineData = new GeminiInlineData
-                            {
-                                MimeType = message.ImageContent.MimeType,
-                                Data = message.ImageContent.Base64Data,
-                            },
-                            ThoughtSignature = message.ImageContent.ThoughtSignature,
-                        }
-                    );
-                }
-
-                if (parts.Count > 0)
-                {
-                    contents.Add(
-                        new GeminiContent
-                        {
-                            Role = message.Role == MessageRole.User ? "user" : "model",
-                            Parts = parts,
-                        }
-                    );
-                }
-            }
-        }
-
-        // Add current request
-        var currentParts = new List<GeminiPart>();
-
-        if (!string.IsNullOrEmpty(request.TextPrompt))
-        {
-            currentParts.Add(new GeminiPart { Text = request.TextPrompt });
-        }
-
-        if (request.InputImages != null)
-        {
-            foreach (var image in request.InputImages)
-            {
-                currentParts.Add(
-                    new GeminiPart
-                    {
-                        InlineData = new GeminiInlineData
-                        {
-                            MimeType = image.MimeType,
-                            Data = image.Base64Data,
-                        },
-                    }
-                );
-            }
-        }
-
-        if (currentParts.Count > 0)
-        {
-            contents.Add(new GeminiContent { Role = "user", Parts = currentParts });
-        }
-
-        // Build generation config
-        var generationConfig = new GeminiGenerationConfig { ResponseModalities = ["TEXT", "IMAGE"] };
-
-        // Add aspect ratio if specified
-        if (request.ProviderOptions?.TryGetValue("aspectRatio", out var aspectRatioValue) == true)
-        {
-            generationConfig = generationConfig with
-            {
-                ImageConfig = new GeminiImageConfig { AspectRatio = aspectRatioValue?.ToString() },
-            };
-        }
-
-        return new GeminiGenerateContentRequest { Contents = contents, GenerationConfig = generationConfig };
-    }
-
-    private ImageGenerationResponse ParseGeminiResponse(GeminiGenerateContentResponse response)
-    {
-        if (response.Candidates == null || response.Candidates.Count == 0)
-        {
-            var blockReason = response.PromptFeedback?.BlockReason;
-            return new ImageGenerationResponse
-            {
-                IsSuccess = false,
-                ErrorMessage = string.IsNullOrEmpty(blockReason)
-                    ? "No candidates returned from Gemini"
-                    : $"Request blocked: {blockReason}",
-            };
-        }
-
-        var candidate = response.Candidates[0];
-        var images = new List<GeneratedImage>();
-        string? textResponse = null;
-        string? lastThoughtSignature = null;
-
-        if (candidate.Content?.Parts != null)
-        {
-            foreach (var part in candidate.Content.Parts)
-            {
-                // Capture thought signature from any part that has one
-                if (!string.IsNullOrEmpty(part.ThoughtSignature))
-                {
-                    lastThoughtSignature = part.ThoughtSignature;
-                }
-
-                if (part.Text != null)
-                {
-                    textResponse = part.Text;
-                }
-
-                if (part.InlineData != null)
-                {
-                    images.Add(
-                        new GeneratedImage
-                        {
-                            Base64Data = part.InlineData.Data,
-                            MimeType = part.InlineData.MimeType,
-                            ThoughtSignature = part.ThoughtSignature,
-                        }
-                    );
-                }
-            }
-        }
-
-        // Use the last thought signature found if no image-specific one
-        var responseThoughtSignature = images.FirstOrDefault()?.ThoughtSignature ?? lastThoughtSignature;
-
-        return new ImageGenerationResponse
-        {
-            IsSuccess = true,
-            Images = images.Count > 0 ? images : null,
-            TextResponse = textResponse,
-            ThoughtSignature = responseThoughtSignature,
-            Metadata = new Dictionary<string, object>
-            {
-                ["finishReason"] = candidate.FinishReason ?? "unknown",
-            },
-        };
-    }
+    public override string ProviderId => BananaVisionProviderIds.Gemini25Flash;
+    public override string ProviderName => "Gemini 2.5 Flash (Nano Banana)";
+    public override string DefaultModel => "gemini-2.5-flash-image";
 }
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/IImageGenerationChatService.cs b/StabilityMatrix.Core/Services/ImageGeneration/IImageGenerationChatService.cs
index ccb15505f..b73eee6f4 100644
--- a/StabilityMatrix.Core/Services/ImageGeneration/IImageGenerationChatService.cs
+++ b/StabilityMatrix.Core/Services/ImageGeneration/IImageGenerationChatService.cs
@@ -40,6 +40,26 @@ Task<ImageGenerationConversation> CreateConversationAsync(
     /// </summary>
     Task DeleteConversationAsync(Guid conversationId);
 
+    /// <summary>
+    /// Delete a specific message from a conversation
+    /// </summary>
+    /// <param name="messageId">The message ID to delete</param>
+    /// <param name="preserveImageFile">If true, keeps the image file on disk (for regenerate). If false, deletes it (for edit/delete)</param>
+    Task DeleteMessageAsync(Guid messageId, bool preserveImageFile = false);
+
+    /// <summary>
+    /// Remove a specific image from a message. If it's the last image, deletes the entire message.
+    /// </summary>
+    /// <param name="messageId">The message ID</param>
+    /// <param name="imagePath">The specific image path to remove</param>
+    /// <returns>True if the entire message was deleted, false if only the image was removed</returns>
+    Task<bool> RemoveImageFromMessageAsync(Guid messageId, string imagePath);
+
+    /// <summary>
+    /// Get a specific message by ID
+    /// </summary>
+    Task<ImageGenerationMessage?> GetMessageAsync(Guid messageId);
+
     /// <summary>
     /// Send a message and generate a response using the specified provider
     /// </summary>
@@ -71,6 +91,7 @@ Task<ImageGenerationConversation> CreateConversationAsync(
         string? textPrompt,
         List<string>? imagePaths,
         Dictionary<string, object>? providerOptions,
+        IProgress<ImageGenerationProgress>? progress = null,
         CancellationToken cancellationToken = default
     );
 
@@ -87,6 +108,7 @@ Task<ImageGenerationMessage> RetryGenerationAsync(
         Guid conversationId,
         string providerId,
         Dictionary<string, object>? providerOptions = null,
+        IProgress<ImageGenerationProgress>? progress = null,
         CancellationToken cancellationToken = default
     );
 
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/IImageGenerationProvider.cs b/StabilityMatrix.Core/Services/ImageGeneration/IImageGenerationProvider.cs
index 5fd3ed864..ad78c4aa4 100644
--- a/StabilityMatrix.Core/Services/ImageGeneration/IImageGenerationProvider.cs
+++ b/StabilityMatrix.Core/Services/ImageGeneration/IImageGenerationProvider.cs
@@ -25,6 +25,12 @@ public interface IImageGenerationProvider
     /// </summary>
     bool SupportsMultiTurn { get; }
 
+    /// <summary>
+    /// Whether this provider requires thought signatures on image parts (Gemini 3 Pro).
+    /// If true, conversations started with non-thinking providers cannot be continued.
+    /// </summary>
+    bool RequiresThoughtSignatures { get; }
+
     /// <summary>
     /// Generate an image based on the provided request
     /// </summary>
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationChatService.cs b/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationChatService.cs
index 68cf73ea9..f5ad1f126 100644
--- a/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationChatService.cs
+++ b/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationChatService.cs
@@ -17,6 +17,113 @@ IEnumerable<IImageGenerationProvider> providers
 {
     private readonly List<IImageGenerationProvider> providers = providers.ToList();
 
+    private static List<string> GetMessageImagePaths(ImageGenerationMessage message)
+    {
+        var paths = new List<string>();
+
+        if (message.ImagePaths is { Count: > 0 })
+        {
+            paths.AddRange(message.ImagePaths.Where(p => !string.IsNullOrWhiteSpace(p)));
+        }
+        else if (!string.IsNullOrEmpty(message.ImagePath))
+        {
+            paths.Add(message.ImagePath);
+        }
+
+        return paths.Distinct(StringComparer.OrdinalIgnoreCase).ToList();
+    }
+
+    private static bool IsPathUnderDirectory(string filePath, string directoryPath)
+    {
+        var fullFilePath = Path.GetFullPath(filePath);
+        var fullDirectoryPath = Path.GetFullPath(directoryPath);
+
+        var relativePath = Path.GetRelativePath(fullDirectoryPath, fullFilePath);
+        if (string.IsNullOrWhiteSpace(relativePath))
+            return false;
+
+        if (Path.IsPathRooted(relativePath))
+            return false;
+
+        return !relativePath.StartsWith("..", StringComparison.Ordinal)
+            && !relativePath.StartsWith($"..{Path.DirectorySeparatorChar}", StringComparison.Ordinal)
+            && !relativePath.StartsWith($"..{Path.AltDirectorySeparatorChar}", StringComparison.Ordinal);
+    }
+
+    private static string CreateOutputFileName(string extension)
+    {
+        var timestamp = DateTime.UtcNow.ToString("yyyyMMdd_HHmmss_fff");
+        var shortGuid = Guid.NewGuid().ToString("N")[..8];
+        return $"banana_{timestamp}_{shortGuid}{extension}";
+    }
+
+    private static string GenerateConversationTitle(string textPrompt)
+    {
+        var title = textPrompt.Trim();
+        if (title.Length == 0)
+            return "New Conversation";
+
+        var firstSentenceEnd = title.IndexOfAny(['.', '!', '?']);
+        if (firstSentenceEnd > 0 && firstSentenceEnd < 50)
+        {
+            title = title[..firstSentenceEnd].Trim();
+        }
+        else if (title.Length > 50)
+        {
+            title = title[..50].TrimEnd() + "...";
+        }
+
+        return title.Length == 0 ? "New Conversation" : title;
+    }
+
+    private string GetOutputDirectory()
+    {
+        return Path.Combine(settingsManager.ImagesDirectory, "BananaVision");
+    }
+
+    private string GetInputDirectory(Guid conversationId)
+    {
+        return Path.Combine(GetOutputDirectory(), "Inputs", conversationId.ToString("N"));
+    }
+
+    private async Task<string?> PersistInputImageAsync(
+        Guid conversationId,
+        string sourcePath,
+        CancellationToken cancellationToken
+    )
+    {
+        try
+        {
+            if (!File.Exists(sourcePath))
+                return null;
+
+            var inputDir = GetInputDirectory(conversationId);
+            Directory.CreateDirectory(inputDir);
+
+            var extension = Path.GetExtension(sourcePath);
+            if (string.IsNullOrWhiteSpace(extension))
+            {
+                extension = ".png";
+            }
+
+            var timestamp = DateTime.UtcNow.ToString("yyyyMMdd_HHmmss_fff");
+            var shortGuid = Guid.NewGuid().ToString("N")[..8];
+            var fileName = $"input_{timestamp}_{shortGuid}{extension}";
+            var destinationPath = Path.Combine(inputDir, fileName);
+
+            await using var sourceStream = File.OpenRead(sourcePath);
+            await using var destinationStream = File.Create(destinationPath);
+            await sourceStream.CopyToAsync(destinationStream, cancellationToken).ConfigureAwait(false);
+
+            return destinationPath;
+        }
+        catch (Exception ex)
+        {
+            logger.LogWarning(ex, "Failed to persist input image {SourcePath}", sourcePath);
+            return null;
+        }
+    }
+
     public async Task<List<ImageGenerationConversation>> GetConversationsAsync()
     {
         logger.LogDebug("Querying conversations from database...");
@@ -76,23 +183,36 @@ public async Task DeleteConversationAsync(Guid conversationId)
         // Delete all messages first
         var messages = await GetMessagesAsync(conversationId).ConfigureAwait(false);
         var outputDir = GetOutputDirectory();
+        var inputDir = GetInputDirectory(conversationId);
         var deletedImageCount = 0;
 
         foreach (var message in messages)
         {
-            // Only delete generated output images (in the BananaVision output directory)
-            // Do NOT delete user input images - those are source files from the user's filesystem
-            if (!string.IsNullOrEmpty(message.ImagePath) && File.Exists(message.ImagePath))
+            var imagePaths = new List<string>();
+            if (!string.IsNullOrEmpty(message.ImagePath))
+            {
+                imagePaths.Add(message.ImagePath);
+            }
+            if (message.ImagePaths is { Count: > 0 })
             {
-                // Check if the image is in our output directory (i.e., generated by us)
-                var imagePath = Path.GetFullPath(message.ImagePath);
-                var outputDirPath = Path.GetFullPath(outputDir);
+                imagePaths.AddRange(message.ImagePaths.Where(p => !string.IsNullOrWhiteSpace(p)));
+            }
 
-                if (imagePath.StartsWith(outputDirPath, StringComparison.OrdinalIgnoreCase))
+            foreach (var imagePathValue in imagePaths.Distinct(StringComparer.OrdinalIgnoreCase))
+            {
+                if (!File.Exists(imagePathValue))
+                    continue;
+
+                // Delete generated output images (output dir) and app-managed input copies (input dir).
+                // Never delete arbitrary user filesystem paths.
+                if (
+                    IsPathUnderDirectory(imagePathValue, outputDir)
+                    || IsPathUnderDirectory(imagePathValue, inputDir)
+                )
                 {
                     try
                     {
-                        File.Delete(message.ImagePath);
+                        File.Delete(imagePathValue);
                         deletedImageCount++;
                     }
                     catch (Exception ex)
@@ -100,7 +220,7 @@ public async Task DeleteConversationAsync(Guid conversationId)
                         logger.LogWarning(
                             ex,
                             "Failed to delete generated image file {ImagePath}",
-                            message.ImagePath
+                            imagePathValue
                         );
                     }
                 }
@@ -108,7 +228,7 @@ public async Task DeleteConversationAsync(Guid conversationId)
                 {
                     logger.LogDebug(
                         "Preserving user input image {ImagePath} (not in output directory)",
-                        message.ImagePath
+                        imagePathValue
                     );
                 }
             }
@@ -127,6 +247,127 @@ public async Task DeleteConversationAsync(Guid conversationId)
         );
     }
 
+    public async Task DeleteMessageAsync(Guid messageId, bool preserveImageFile = false)
+    {
+        var message = await database.Messages.FindByIdAsync(messageId).ConfigureAwait(false);
+        if (message == null)
+        {
+            logger.LogWarning("Message {MessageId} not found", messageId);
+            return;
+        }
+
+        var imagePaths = new List<string>();
+        if (!string.IsNullOrEmpty(message.ImagePath))
+        {
+            imagePaths.Add(message.ImagePath);
+        }
+        if (message.ImagePaths is { Count: > 0 })
+        {
+            imagePaths.AddRange(message.ImagePaths.Where(p => !string.IsNullOrWhiteSpace(p)));
+        }
+
+        // Delete generated image files if they exist (unless we're preserving output images).
+        // Also delete app-managed input copies when present (safe to delete).
+        if (!preserveImageFile)
+        {
+            var outputDir = GetOutputDirectory();
+            var inputDir = GetInputDirectory(message.ConversationId);
+
+            foreach (var imagePathValue in imagePaths.Distinct(StringComparer.OrdinalIgnoreCase))
+            {
+                if (!File.Exists(imagePathValue))
+                    continue;
+
+                if (
+                    !IsPathUnderDirectory(imagePathValue, outputDir)
+                    && !IsPathUnderDirectory(imagePathValue, inputDir)
+                )
+                    continue;
+
+                try
+                {
+                    File.Delete(imagePathValue);
+                    logger.LogDebug("Deleted managed image file {ImagePath}", imagePathValue);
+                }
+                catch (Exception ex)
+                {
+                    logger.LogWarning(
+                        ex,
+                        "Failed to delete generated image file {ImagePath}",
+                        imagePathValue
+                    );
+                }
+            }
+        }
+        else if (preserveImageFile && imagePaths.Count > 0)
+        {
+            logger.LogDebug("Preserved image file(s) for message {MessageId} (regenerate mode)", message.Id);
+        }
+
+        await database.Messages.DeleteAsync(messageId).ConfigureAwait(false);
+        logger.LogDebug("Deleted message {MessageId}", messageId);
+    }
+
+    public async Task<ImageGenerationMessage?> GetMessageAsync(Guid messageId)
+    {
+        return await database.Messages.FindByIdAsync(messageId).ConfigureAwait(false);
+    }
+
+    public async Task<bool> RemoveImageFromMessageAsync(Guid messageId, string imagePath)
+    {
+        var message = await database.Messages.FindByIdAsync(messageId).ConfigureAwait(false);
+        if (message == null)
+        {
+            logger.LogWarning("Message {MessageId} not found for image removal", messageId);
+            return true; // Treat as fully deleted
+        }
+
+        var allImagePaths = GetMessageImagePaths(message).ToList();
+
+        // If this is the only image (or no images), delete the whole message
+        if (allImagePaths.Count <= 1)
+        {
+            await DeleteMessageAsync(messageId).ConfigureAwait(false);
+            return true;
+        }
+
+        // Remove the specific image path
+        var updatedPaths = allImagePaths
+            .Where(p => !string.Equals(p, imagePath, StringComparison.OrdinalIgnoreCase))
+            .ToList();
+
+        // Delete the image file
+        if (File.Exists(imagePath))
+        {
+            try
+            {
+                File.Delete(imagePath);
+                logger.LogDebug("Deleted image file {ImagePath}", imagePath);
+            }
+            catch (Exception ex)
+            {
+                logger.LogWarning(ex, "Failed to delete image file {ImagePath}", imagePath);
+            }
+        }
+
+        // Update the message with remaining paths
+        var updatedMessage = message with
+        {
+            ImagePath = updatedPaths.FirstOrDefault(),
+            ImagePaths = updatedPaths.Count > 0 ? updatedPaths : null,
+        };
+
+        await database.Messages.UpdateAsync(updatedMessage).ConfigureAwait(false);
+        logger.LogDebug(
+            "Removed image {ImagePath} from message {MessageId}, {RemainingCount} images remaining",
+            imagePath,
+            messageId,
+            updatedPaths.Count
+        );
+
+        return false;
+    }
+
     public Task<(
         ImageGenerationMessage UserMessage,
         ImageGenerationMessage? AssistantMessage
@@ -138,7 +379,15 @@ public async Task DeleteConversationAsync(Guid conversationId)
         CancellationToken cancellationToken = default
     )
     {
-        return SendMessageAsync(conversationId, providerId, textPrompt, imagePaths, null, cancellationToken);
+        return SendMessageAsync(
+            conversationId,
+            providerId,
+            textPrompt,
+            imagePaths,
+            null,
+            null,
+            cancellationToken
+        );
     }
 
     public async Task<(
@@ -150,6 +399,7 @@ public async Task DeleteConversationAsync(Guid conversationId)
         string? textPrompt,
         List<string>? imagePaths,
         Dictionary<string, object>? providerOptions,
+        IProgress<ImageGenerationProgress>? progress,
         CancellationToken cancellationToken = default
     )
     {
@@ -178,6 +428,45 @@ public async Task DeleteConversationAsync(Guid conversationId)
             conversation.ProviderId = providerId;
         }
 
+        // Check for provider compatibility - thought signature requirements
+        // If switching to a thinking model with incompatible history, we'll carry forward
+        // the last output image as an input instead of using the full history
+        string? carryForwardImagePath = null;
+        if (provider.RequiresThoughtSignatures)
+        {
+            var existingMessages = await GetMessagesAsync(conversationId).ConfigureAwait(false);
+            var incompatibleMessages = existingMessages
+                .Where(m =>
+                    m.Role == MessageRole.Assistant
+                    && !string.IsNullOrEmpty(m.ImagePath)
+                    && string.IsNullOrEmpty(m.ThoughtSignature)
+                )
+                .ToList();
+
+            if (incompatibleMessages.Count > 0)
+            {
+                // Find the last assistant message with an image to carry forward
+                var lastAssistantImage = existingMessages
+                    .Where(m => m.Role == MessageRole.Assistant && !string.IsNullOrEmpty(m.ImagePath))
+                    .OrderByDescending(m => m.Timestamp)
+                    .FirstOrDefault();
+
+                if (lastAssistantImage != null)
+                {
+                    carryForwardImagePath = GetMessageImagePaths(lastAssistantImage)
+                        .FirstOrDefault(File.Exists);
+                    if (carryForwardImagePath != null)
+                    {
+                        logger.LogInformation(
+                            "Switching to thinking model with incompatible history. "
+                                + "Carrying forward last image as input: {ImagePath}",
+                            carryForwardImagePath
+                        );
+                    }
+                }
+            }
+        }
+
         // Create user message
         var userMessage = new ImageGenerationMessage
         {
@@ -188,83 +477,174 @@ public async Task DeleteConversationAsync(Guid conversationId)
 
         // Handle image inputs if provided
         List<ImageInputData>? inputImages = null;
-        if (imagePaths?.Count > 0)
+        var persistedImagePaths = new List<string>();
+
+        // If we have a carry-forward image (from incompatible history), add it first
+        if (!string.IsNullOrEmpty(carryForwardImagePath) && File.Exists(carryForwardImagePath))
         {
             inputImages = [];
-            foreach (var imagePath in imagePaths.Where(File.Exists))
+            var imageBytes = await File.ReadAllBytesAsync(carryForwardImagePath, cancellationToken)
+                .ConfigureAwait(false);
+            var base64 = Convert.ToBase64String(imageBytes);
+            var mimeType = GetMimeTypeFromPath(carryForwardImagePath);
+
+            inputImages.Add(
+                new ImageInputData
+                {
+                    Base64Data = base64,
+                    MimeType = mimeType,
+                    FilePath = carryForwardImagePath,
+                }
+            );
+            // Note: We don't persist the carry-forward image as it's already persisted
+            // and we don't want to duplicate it in the user message metadata
+        }
+
+        if (imagePaths?.Count > 0)
+        {
+            inputImages ??= [];
+            foreach (var originalImagePath in imagePaths.Where(File.Exists))
             {
-                var imageBytes = await File.ReadAllBytesAsync(imagePath, cancellationToken)
+                var persistedPath = await PersistInputImageAsync(
+                        conversationId,
+                        originalImagePath,
+                        cancellationToken
+                    )
+                    .ConfigureAwait(false);
+                var imagePathToUse = persistedPath ?? originalImagePath;
+
+                var imageBytes = await File.ReadAllBytesAsync(imagePathToUse, cancellationToken)
                     .ConfigureAwait(false);
                 var base64 = Convert.ToBase64String(imageBytes);
-                var mimeType = GetMimeTypeFromPath(imagePath);
+                var mimeType = GetMimeTypeFromPath(imagePathToUse);
+
+                inputImages.Add(
+                    new ImageInputData
+                    {
+                        Base64Data = base64,
+                        MimeType = mimeType,
+                        FilePath = imagePathToUse,
+                    }
+                );
+                persistedImagePaths.Add(imagePathToUse);
 
-                inputImages.Add(new ImageInputData { Base64Data = base64, MimeType = mimeType });
+                // Stop if cancellation requested
+                cancellationToken.ThrowIfCancellationRequested();
+            }
 
-                // Save reference to first input image in user message
-                if (inputImages.Count == 1)
+            if (persistedImagePaths.Count > 0)
+            {
+                userMessage = userMessage with
                 {
-                    userMessage = userMessage with { ImagePath = imagePath, ImageMimeType = mimeType };
-                }
+                    ImagePath = persistedImagePaths[0],
+                    ImageMimeType = inputImages.First(i => i.FilePath == persistedImagePaths[0]).MimeType,
+                    ImagePaths = persistedImagePaths,
+                };
             }
         }
 
         await database.Messages.InsertAsync(userMessage).ConfigureAwait(false);
 
-        // Get conversation history (load image files and convert to base64 for providers)
-        var previousMessages = await GetMessagesAsync(conversationId).ConfigureAwait(false);
-        logger.LogInformation(
-            "Building conversation history with {Count} previous messages",
-            previousMessages.Count - 1
-        );
+        // Update conversation title if it's still the default
+        if (conversation.Title == "New Conversation" && !string.IsNullOrEmpty(textPrompt))
+        {
+            var newTitle = GenerateConversationTitle(textPrompt);
+            conversation = conversation with
+            {
+                Title = newTitle,
+                ProviderId = providerId, // Update provider ID as well
+                UpdatedAt = DateTime.UtcNow,
+            };
+
+            await database.Conversations.UpdateAsync(conversation).ConfigureAwait(false);
+            logger.LogDebug("Updated conversation title to: {Title}", newTitle);
+        }
 
+        // Get conversation history (load image files and convert to base64 for providers)
+        // If we're carrying forward an image (due to incompatible history), skip the history
         var conversationHistory = new List<ConversationMessage>();
 
-        foreach (var m in previousMessages.Where(msg => msg.Id != userMessage.Id))
+        if (string.IsNullOrEmpty(carryForwardImagePath))
         {
-            ImageInputData? imageContent = null;
+            var previousMessages = await GetMessagesAsync(conversationId).ConfigureAwait(false);
+            logger.LogInformation(
+                "Building conversation history with {Count} previous messages",
+                previousMessages.Count - 1
+            );
 
-            // Load image from file if it exists
-            if (!string.IsNullOrEmpty(m.ImagePath) && File.Exists(m.ImagePath))
+            foreach (var m in previousMessages.Where(msg => msg.Id != userMessage.Id))
             {
-                try
+                var messageImagePaths = GetMessageImagePaths(m).Where(File.Exists).ToList();
+
+                // If no images, keep a single message with text (and thought signature for text parts).
+                if (messageImagePaths.Count == 0)
                 {
-                    var imageBytes = await File.ReadAllBytesAsync(m.ImagePath, cancellationToken)
-                        .ConfigureAwait(false);
-                    imageContent = new ImageInputData
-                    {
-                        Base64Data = Convert.ToBase64String(imageBytes),
-                        MimeType = m.ImageMimeType ?? "image/png",
-                        FilePath = m.ImagePath, // Include file path for local providers
-                        ThoughtSignature = m.ThoughtSignature, // Include thought signature for Gemini
-                    };
-
-                    logger.LogInformation(
-                        "Loaded history image for {Role} message: {ImagePath} ({Size} bytes){ThoughtSig}",
-                        m.Role,
-                        m.ImagePath,
-                        imageBytes.Length,
-                        !string.IsNullOrEmpty(m.ThoughtSignature) ? " [with thought signature]" : ""
+                    conversationHistory.Add(
+                        new ConversationMessage
+                        {
+                            Role = m.Role,
+                            TextContent = m.TextContent,
+                            ImageContent = null,
+                            TextThoughtSignature = m.ThoughtSignature,
+                        }
                     );
+                    continue;
                 }
-                catch (Exception ex)
+
+                // If there are multiple images, emit one history entry per image.
+                // Include the message text only on the first entry to avoid duplicating prompt text.
+                for (var i = 0; i < messageImagePaths.Count; i++)
                 {
-                    logger.LogWarning(
-                        ex,
-                        "Failed to load conversation history image from {ImagePath}",
-                        m.ImagePath
+                    var imagePath = messageImagePaths[i];
+                    ImageInputData? imageContent = null;
+
+                    try
+                    {
+                        var imageBytes = await File.ReadAllBytesAsync(imagePath, cancellationToken)
+                            .ConfigureAwait(false);
+                        imageContent = new ImageInputData
+                        {
+                            Base64Data = Convert.ToBase64String(imageBytes),
+                            MimeType = GetMimeTypeFromPath(imagePath),
+                            FilePath = imagePath,
+                            ThoughtSignature = m.ThoughtSignature,
+                        };
+
+                        logger.LogInformation(
+                            "Loaded history image for {Role} message: {ImagePath} ({Size} bytes){ThoughtSig}",
+                            m.Role,
+                            imagePath,
+                            imageBytes.Length,
+                            !string.IsNullOrEmpty(m.ThoughtSignature) ? " [with thought signature]" : ""
+                        );
+                    }
+                    catch (Exception ex)
+                    {
+                        logger.LogWarning(
+                            ex,
+                            "Failed to load conversation history image from {ImagePath}",
+                            imagePath
+                        );
+                    }
+
+                    conversationHistory.Add(
+                        new ConversationMessage
+                        {
+                            Role = m.Role,
+                            TextContent = i == 0 ? m.TextContent : null,
+                            ImageContent = imageContent,
+                            // Include thought signature for text-only parts (we carry it only when no image).
+                            TextThoughtSignature = null,
+                        }
                     );
                 }
             }
-
-            conversationHistory.Add(
-                new ConversationMessage
-                {
-                    Role = m.Role,
-                    TextContent = m.TextContent,
-                    ImageContent = imageContent,
-                    // Include thought signature for text parts (for model responses without images)
-                    TextThoughtSignature = imageContent == null ? m.ThoughtSignature : null,
-                }
+        }
+        else
+        {
+            logger.LogInformation(
+                "Skipping conversation history due to incompatible thought signature requirements. "
+                    + "Using carry-forward image instead."
             );
         }
 
@@ -275,6 +655,7 @@ public async Task DeleteConversationAsync(Guid conversationId)
             InputImages = inputImages,
             ConversationHistory = conversationHistory,
             ProviderOptions = providerOptions,
+            Progress = progress,
         };
 
         // Generate response
@@ -284,6 +665,17 @@ public async Task DeleteConversationAsync(Guid conversationId)
             conversationId
         );
 
+        progress?.Report(
+            new ImageGenerationProgress(
+                ProviderId: providerId,
+                PromptId: null,
+                Value: null,
+                Maximum: null,
+                RunningNode: null,
+                Stage: "Generating..."
+            )
+        );
+
         var response = await provider.GenerateAsync(request, cancellationToken).ConfigureAwait(false);
 
         if (!response.IsSuccess)
@@ -304,22 +696,41 @@ public async Task DeleteConversationAsync(Guid conversationId)
         }
 
         // Save generated images
-        string? savedImagePath = null;
+        List<string>? savedImagePaths = null;
         if (response.Images?.Count > 0)
         {
+            progress?.Report(
+                new ImageGenerationProgress(
+                    ProviderId: providerId,
+                    PromptId: null,
+                    Value: null,
+                    Maximum: null,
+                    RunningNode: null,
+                    Stage: "Saving image(s)..."
+                )
+            );
+
             var outputDir = GetOutputDirectory();
             Directory.CreateDirectory(outputDir);
 
-            var firstImage = response.Images[0];
-            var imageBytes = Convert.FromBase64String(firstImage.Base64Data);
-            var extension = GetExtensionFromMimeType(firstImage.MimeType);
-            var fileName = $"banana_{DateTime.UtcNow:yyyyMMdd_HHmmss}{extension}";
-            savedImagePath = Path.Combine(outputDir, fileName);
+            savedImagePaths = [];
 
-            await File.WriteAllBytesAsync(savedImagePath, imageBytes, cancellationToken)
-                .ConfigureAwait(false);
+            foreach (var generatedImage in response.Images)
+            {
+                var imageBytes = Convert.FromBase64String(generatedImage.Base64Data);
+                var extension = GetExtensionFromMimeType(generatedImage.MimeType);
+                var fileName = CreateOutputFileName(extension);
+                var savedPath = Path.Combine(outputDir, fileName);
+
+                await File.WriteAllBytesAsync(savedPath, imageBytes, cancellationToken).ConfigureAwait(false);
+                savedImagePaths.Add(savedPath);
+            }
 
-            logger.LogInformation("Saved generated image to {ImagePath}", savedImagePath);
+            logger.LogInformation(
+                "Saved {Count} generated image(s) to {OutputDir}",
+                savedImagePaths.Count,
+                outputDir
+            );
         }
 
         // Create assistant message - capture thought signature for multi-turn continuity
@@ -327,12 +738,14 @@ await File.WriteAllBytesAsync(savedImagePath, imageBytes, cancellationToken)
         var thoughtSignature =
             response.Images?.FirstOrDefault()?.ThoughtSignature ?? response.ThoughtSignature;
 
+        var primarySavedImagePath = savedImagePaths?.FirstOrDefault();
         var assistantMessage = new ImageGenerationMessage
         {
             ConversationId = conversationId,
             Role = MessageRole.Assistant,
             TextContent = response.TextResponse,
-            ImagePath = savedImagePath,
+            ImagePath = primarySavedImagePath,
+            ImagePaths = savedImagePaths,
             ImageMimeType = response.Images?.FirstOrDefault()?.MimeType,
             ThinkingContent = response.ThinkingContent,
             ThoughtSignature = thoughtSignature,
@@ -346,19 +759,13 @@ await File.WriteAllBytesAsync(savedImagePath, imageBytes, cancellationToken)
         await database.Messages.InsertAsync(assistantMessage).ConfigureAwait(false);
 
         // Update conversation title if this is the first exchange, and always update timestamp
-        var newTitle =
-            previousMessages.Count == 0 && !string.IsNullOrEmpty(textPrompt)
-                ? (textPrompt.Length > 50 ? textPrompt[..50] + "..." : textPrompt)
-                : conversation.Title;
-
-        var updatedConversation = conversation with
+        var completionUpdate = conversation with
         {
-            Title = newTitle,
-            ProviderId = providerId, // Always set to current provider (may have changed)
+            ProviderId = providerId,
             UpdatedAt = DateTime.UtcNow,
         };
 
-        await database.Conversations.UpdateAsync(updatedConversation).ConfigureAwait(false);
+        await database.Conversations.UpdateAsync(completionUpdate).ConfigureAwait(false);
 
         return (userMessage, assistantMessage);
     }
@@ -367,6 +774,7 @@ public async Task<ImageGenerationMessage> RetryGenerationAsync(
         Guid conversationId,
         string providerId,
         Dictionary<string, object>? providerOptions = null,
+        IProgress<ImageGenerationProgress>? progress = null,
         CancellationToken cancellationToken = default
     )
     {
@@ -385,6 +793,42 @@ public async Task<ImageGenerationMessage> RetryGenerationAsync(
         // Get all messages to find the last user message and build history
         var allMessages = await GetMessagesAsync(conversationId).ConfigureAwait(false);
 
+        // Check for provider compatibility - thought signature requirements
+        string? carryForwardImagePath = null;
+        if (provider.RequiresThoughtSignatures)
+        {
+            var incompatibleMessages = allMessages
+                .Where(m =>
+                    m.Role == MessageRole.Assistant
+                    && !string.IsNullOrEmpty(m.ImagePath)
+                    && string.IsNullOrEmpty(m.ThoughtSignature)
+                )
+                .ToList();
+
+            if (incompatibleMessages.Count > 0)
+            {
+                // Find the last assistant message with an image to carry forward
+                var lastAssistantImage = allMessages
+                    .Where(m => m.Role == MessageRole.Assistant && !string.IsNullOrEmpty(m.ImagePath))
+                    .OrderByDescending(m => m.Timestamp)
+                    .FirstOrDefault();
+
+                if (lastAssistantImage != null)
+                {
+                    carryForwardImagePath = GetMessageImagePaths(lastAssistantImage)
+                        .FirstOrDefault(File.Exists);
+                    if (carryForwardImagePath != null)
+                    {
+                        logger.LogInformation(
+                            "Retry: Switching to thinking model with incompatible history. "
+                                + "Carrying forward last image as input: {ImagePath}",
+                            carryForwardImagePath
+                        );
+                    }
+                }
+            }
+        }
+
         // Find the last user message
         var lastUserMessage = allMessages.LastOrDefault(m => m.Role == MessageRole.User);
         if (lastUserMessage == null)
@@ -393,57 +837,111 @@ public async Task<ImageGenerationMessage> RetryGenerationAsync(
         }
 
         // Build conversation history (everything except the last user message)
+        // If we're carrying forward an image, skip the incompatible history
         var conversationHistory = new List<ConversationMessage>();
-        foreach (var m in allMessages.Where(msg => msg.Id != lastUserMessage.Id))
+
+        if (string.IsNullOrEmpty(carryForwardImagePath))
         {
-            ImageInputData? imageContent = null;
-            if (!string.IsNullOrEmpty(m.ImagePath) && File.Exists(m.ImagePath))
+            foreach (var m in allMessages.Where(msg => msg.Id != lastUserMessage.Id))
             {
-                try
-                {
-                    var imageBytes = await File.ReadAllBytesAsync(m.ImagePath, cancellationToken)
-                        .ConfigureAwait(false);
-                    imageContent = new ImageInputData
-                    {
-                        Base64Data = Convert.ToBase64String(imageBytes),
-                        MimeType = m.ImageMimeType ?? "image/png",
-                        FilePath = m.ImagePath,
-                        ThoughtSignature = m.ThoughtSignature, // Include thought signature for Gemini
-                    };
-                }
-                catch (Exception ex)
+                var messageImagePaths = GetMessageImagePaths(m).Where(File.Exists).ToList();
+
+                if (messageImagePaths.Count == 0)
                 {
-                    logger.LogWarning(ex, "Failed to load history image from {ImagePath}", m.ImagePath);
+                    conversationHistory.Add(
+                        new ConversationMessage
+                        {
+                            Role = m.Role,
+                            TextContent = m.TextContent,
+                            ImageContent = null,
+                            TextThoughtSignature = m.ThoughtSignature,
+                        }
+                    );
+                    continue;
                 }
-            }
 
-            conversationHistory.Add(
-                new ConversationMessage
+                for (var i = 0; i < messageImagePaths.Count; i++)
                 {
-                    Role = m.Role,
-                    TextContent = m.TextContent,
-                    ImageContent = imageContent,
-                    // Include thought signature for text parts (for model responses without images)
-                    TextThoughtSignature = imageContent == null ? m.ThoughtSignature : null,
+                    var imagePath = messageImagePaths[i];
+                    ImageInputData? imageContent = null;
+                    try
+                    {
+                        var imageBytes = await File.ReadAllBytesAsync(imagePath, cancellationToken)
+                            .ConfigureAwait(false);
+                        imageContent = new ImageInputData
+                        {
+                            Base64Data = Convert.ToBase64String(imageBytes),
+                            MimeType = GetMimeTypeFromPath(imagePath),
+                            FilePath = imagePath,
+                            ThoughtSignature = m.ThoughtSignature,
+                        };
+                    }
+                    catch (Exception ex)
+                    {
+                        logger.LogWarning(ex, "Failed to load history image from {ImagePath}", imagePath);
+                    }
+
+                    conversationHistory.Add(
+                        new ConversationMessage
+                        {
+                            Role = m.Role,
+                            TextContent = i == 0 ? m.TextContent : null,
+                            ImageContent = imageContent,
+                            TextThoughtSignature = null,
+                        }
+                    );
                 }
+            }
+        }
+        else
+        {
+            logger.LogInformation(
+                "Retry: Skipping conversation history due to incompatible thought signature requirements. "
+                    + "Using carry-forward image instead."
             );
         }
 
         // Build input images from the last user message
         List<ImageInputData>? inputImages = null;
-        if (!string.IsNullOrEmpty(lastUserMessage.ImagePath) && File.Exists(lastUserMessage.ImagePath))
+
+        // If we have a carry-forward image, add it first
+        if (!string.IsNullOrEmpty(carryForwardImagePath) && File.Exists(carryForwardImagePath))
         {
-            var imageBytes = await File.ReadAllBytesAsync(lastUserMessage.ImagePath, cancellationToken)
+            inputImages = [];
+            var imageBytes = await File.ReadAllBytesAsync(carryForwardImagePath, cancellationToken)
                 .ConfigureAwait(false);
-            inputImages =
-            [
+            inputImages.Add(
                 new ImageInputData
                 {
                     Base64Data = Convert.ToBase64String(imageBytes),
-                    MimeType = lastUserMessage.ImageMimeType ?? "image/png",
-                    FilePath = lastUserMessage.ImagePath,
-                },
-            ];
+                    MimeType = GetMimeTypeFromPath(carryForwardImagePath),
+                    FilePath = carryForwardImagePath,
+                }
+            );
+        }
+
+        var retryImagePaths =
+            lastUserMessage.ImagePaths?.Where(p => !string.IsNullOrWhiteSpace(p)).ToList()
+            ?? (!string.IsNullOrEmpty(lastUserMessage.ImagePath) ? [lastUserMessage.ImagePath] : []);
+
+        retryImagePaths = retryImagePaths.Where(File.Exists).ToList();
+
+        if (retryImagePaths.Count > 0)
+        {
+            inputImages ??= [];
+            foreach (var retryImagePath in retryImagePaths)
+            {
+                var imageBytes = await File.ReadAllBytesAsync(retryImagePath, cancellationToken)
+                    .ConfigureAwait(false);
+                inputImages.Add(
+                    new ImageInputData
+                    {
+                        Base64Data = Convert.ToBase64String(imageBytes),
+                        MimeType = GetMimeTypeFromPath(retryImagePath),
+                        FilePath = retryImagePath,
+                    }
+                );
+            }
         }
 
         // Build request
@@ -453,6 +951,7 @@ public async Task<ImageGenerationMessage> RetryGenerationAsync(
             InputImages = inputImages,
             ConversationHistory = conversationHistory,
             ProviderOptions = providerOptions,
+            Progress = progress,
         };
 
         logger.LogInformation(
@@ -461,6 +960,17 @@ public async Task<ImageGenerationMessage> RetryGenerationAsync(
             conversationId
         );
 
+        progress?.Report(
+            new ImageGenerationProgress(
+                ProviderId: providerId,
+                PromptId: null,
+                Value: null,
+                Maximum: null,
+                RunningNode: null,
+                Stage: "Generating..."
+            )
+        );
+
         var response = await provider.GenerateAsync(request, cancellationToken).ConfigureAwait(false);
 
         if (!response.IsSuccess)
@@ -476,22 +986,41 @@ public async Task<ImageGenerationMessage> RetryGenerationAsync(
         }
 
         // Save generated images
-        string? savedImagePath = null;
+        List<string>? savedImagePaths = null;
         if (response.Images?.Count > 0)
         {
+            progress?.Report(
+                new ImageGenerationProgress(
+                    ProviderId: providerId,
+                    PromptId: null,
+                    Value: null,
+                    Maximum: null,
+                    RunningNode: null,
+                    Stage: "Saving image(s)..."
+                )
+            );
+
             var outputDir = GetOutputDirectory();
             Directory.CreateDirectory(outputDir);
 
-            var firstImage = response.Images[0];
-            var imageBytes = Convert.FromBase64String(firstImage.Base64Data);
-            var extension = GetExtensionFromMimeType(firstImage.MimeType);
-            var fileName = $"banana_{DateTime.UtcNow:yyyyMMdd_HHmmss}{extension}";
-            savedImagePath = Path.Combine(outputDir, fileName);
+            savedImagePaths = [];
 
-            await File.WriteAllBytesAsync(savedImagePath, imageBytes, cancellationToken)
-                .ConfigureAwait(false);
+            foreach (var generatedImage in response.Images)
+            {
+                var imageBytes = Convert.FromBase64String(generatedImage.Base64Data);
+                var extension = GetExtensionFromMimeType(generatedImage.MimeType);
+                var fileName = CreateOutputFileName(extension);
+                var savedPath = Path.Combine(outputDir, fileName);
 
-            logger.LogInformation("Saved retry generated image to {ImagePath}", savedImagePath);
+                await File.WriteAllBytesAsync(savedPath, imageBytes, cancellationToken).ConfigureAwait(false);
+                savedImagePaths.Add(savedPath);
+            }
+
+            logger.LogInformation(
+                "Saved {Count} retry generated image(s) to {OutputDir}",
+                savedImagePaths.Count,
+                outputDir
+            );
         }
 
         // Create assistant message - capture thought signature for multi-turn continuity
@@ -503,7 +1032,8 @@ await File.WriteAllBytesAsync(savedImagePath, imageBytes, cancellationToken)
             ConversationId = conversationId,
             Role = MessageRole.Assistant,
             TextContent = response.TextResponse,
-            ImagePath = savedImagePath,
+            ImagePath = savedImagePaths?.FirstOrDefault(),
+            ImagePaths = savedImagePaths,
             ImageMimeType = response.Images?.FirstOrDefault()?.MimeType,
             ThinkingContent = response.ThinkingContent,
             ThoughtSignature = thoughtSignature,
@@ -534,12 +1064,6 @@ public List<IImageGenerationProvider> GetAvailableProviders()
         return providers.FirstOrDefault(p => p.ProviderId == providerId);
     }
 
-    private string GetOutputDirectory()
-    {
-        var outputDir = Path.Combine(settingsManager.ImagesDirectory, "BananaVision");
-        return outputDir;
-    }
-
     private static string GetMimeTypeFromPath(string path)
     {
         var extension = Path.GetExtension(path).ToLowerInvariant();
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationProgress.cs b/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationProgress.cs
new file mode 100644
index 000000000..bb6b3e284
--- /dev/null
+++ b/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationProgress.cs
@@ -0,0 +1,17 @@
+namespace StabilityMatrix.Core.Services.ImageGeneration;
+
+/// <summary>
+/// Progress update emitted during image generation.
+/// Intended to be UI-friendly and provider-agnostic.
+/// </summary>
+public readonly record struct ImageGenerationProgress(
+    string? ProviderId,
+    string? PromptId,
+    int? Value,
+    int? Maximum,
+    string? RunningNode,
+    string? Stage
+)
+{
+    public int? Percent => Value is >= 0 && Maximum is > 0 ? (Value.Value * 100) / Maximum.Value : null;
+}
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationRequest.cs b/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationRequest.cs
index bd2a35c71..361b193a7 100644
--- a/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationRequest.cs
+++ b/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationRequest.cs
@@ -24,6 +24,11 @@ public record ImageGenerationRequest
     /// Provider-specific configuration options
     /// </summary>
     public Dictionary<string, object>? ProviderOptions { get; init; }
+
+    /// <summary>
+    /// Optional progress reporter for providers that can emit generation progress (e.g., local ComfyUI).
+    /// </summary>
+    public IProgress<ImageGenerationProgress>? Progress { get; init; }
 }
 
 /// <summary>

From 97a1dfd5eb217b234538c1c447bb39d96c8333a4 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 15 Dec 2025 10:15:13 -0800
Subject: [PATCH 032/218] Allow edit without regen

---
 .../Controls/MarkdownViewer.axaml.cs          |   4 +-
 .../ViewModels/BananaVisionPageViewModel.cs   | 235 +++++++++++-------
 .../Views/BananaVisionPage.axaml              |   4 +-
 .../IImageGenerationChatService.cs            |   8 +
 .../ImageGenerationChatService.cs             |  16 ++
 5 files changed, 171 insertions(+), 96 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Controls/MarkdownViewer.axaml.cs b/StabilityMatrix.Avalonia/Controls/MarkdownViewer.axaml.cs
index 773cb3eef..9f8797816 100644
--- a/StabilityMatrix.Avalonia/Controls/MarkdownViewer.axaml.cs
+++ b/StabilityMatrix.Avalonia/Controls/MarkdownViewer.axaml.cs
@@ -1,4 +1,4 @@
-using System.IO;
+using System.IO;
 using Avalonia;
 using Avalonia.Controls.Primitives;
 using Markdig;
@@ -50,7 +50,7 @@ private void ParseText(string value)
         if (string.IsNullOrWhiteSpace(value))
             return;
 
-        var pipeline = new MarkdownPipelineBuilder().UseAdvancedExtensions().Build();
+        var pipeline = new MarkdownPipelineBuilder().UseAdvancedExtensions().UseEmojiAndSmiley().Build();
         var html =
             $"""<html><body class="markdown-body">{Markdig.Markdown.ToHtml(value, pipeline)}</body></html>""";
         Html = html;
diff --git a/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs
index 15db1de25..407c2afa8 100644
--- a/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs
@@ -1433,7 +1433,7 @@ private async Task RegenerateLastResponseAsync(CancellationToken cancellationTok
     }
 
     /// <summary>
-    /// Edits a user message and regenerates the conversation from that point
+    /// Edits a user message with option to save only or save and regenerate
     /// </summary>
     [RelayCommand]
     private async Task EditUserMessageAsync(TextMessage? message)
@@ -1445,7 +1445,7 @@ private async Task EditUserMessageAsync(TextMessage? message)
         {
             var existingMessageId = message.DatabaseMessageId;
 
-            // Show edit dialog
+            // Show edit dialog with two action options
             var textBox = new TextBox
             {
                 Text = message.Text,
@@ -1461,16 +1461,18 @@ private async Task EditUserMessageAsync(TextMessage? message)
                 Title = "Edit Message",
                 Content = textBox,
                 PrimaryButtonText = "Save & Regenerate",
+                SecondaryButtonText = "Save Only",
                 CloseButtonText = "Cancel",
                 DefaultButton = ContentDialogButton.Primary,
             };
 
             var result = await dialog.ShowAsync();
 
-            if (result != ContentDialogResult.Primary || string.IsNullOrWhiteSpace(textBox.Text))
+            if (result == ContentDialogResult.None || string.IsNullOrWhiteSpace(textBox.Text))
                 return;
 
             var editedText = textBox.Text.Trim();
+            var shouldRegenerate = result == ContentDialogResult.Primary;
 
             // Get all messages from database
             var dbMessages = await chatService.GetMessagesAsync(CurrentConversation.Id);
@@ -1482,7 +1484,6 @@ private async Task EditUserMessageAsync(TextMessage? message)
             if (dbMessage == null)
             {
                 // Backward-compatible fallback if we don't have DB IDs on the UI message.
-                // Find the index of this message in the Messages collection and map it to the Nth user DB message.
                 var messageIndex = Messages.IndexOf(message);
                 if (messageIndex < 0)
                 {
@@ -1509,120 +1510,170 @@ private async Task EditUserMessageAsync(TextMessage? message)
                 dbMessage = userDbMessages[userMessageCount - 1];
             }
 
-            // Delete all UI messages from this point onward
-            var firstUiIndexToDelete = -1;
-            for (var i = 0; i < Messages.Count; i++)
+            if (shouldRegenerate)
             {
-                if (GetDatabaseMessageId(Messages[i]) == dbMessage.Id)
-                {
-                    firstUiIndexToDelete = i;
-                    break;
-                }
+                // Original behavior: delete from this point and regenerate
+                await EditAndRegenerateAsync(message, dbMessage, dbMessages, editedText);
             }
-
-            if (firstUiIndexToDelete < 0)
+            else
             {
-                // If UI doesn't have IDs (older state), fall back to removing from the edited message index.
-                firstUiIndexToDelete = Messages.IndexOf(message);
+                // New behavior: just update the text without regenerating
+                await EditMessageOnlyAsync(message, dbMessage, editedText);
             }
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to edit message");
+            notificationService.Show(
+                "Error",
+                $"Failed to edit message: {ex.Message}",
+                NotificationType.Error
+            );
+        }
+    }
 
-            var messagesToRemove = Messages.Skip(firstUiIndexToDelete).ToList();
-            foreach (var msg in messagesToRemove)
+    /// <summary>
+    /// Updates a message's text without regenerating subsequent messages
+    /// </summary>
+    private async Task EditMessageOnlyAsync(
+        TextMessage uiMessage,
+        ImageGenerationMessage dbMessage,
+        string newText
+    )
+    {
+        // Update in database
+        var updatedMessage = await chatService.UpdateMessageTextAsync(dbMessage.Id, newText);
+        if (updatedMessage == null)
+        {
+            notificationService.Show("Error", "Failed to update message", NotificationType.Error);
+            return;
+        }
+
+        // Replace the UI message (TextMessage.Text is read-only)
+        var index = Messages.IndexOf(uiMessage);
+        if (index >= 0)
+        {
+            Messages[index] = new TextMessage(newText, uiMessage.IsMyMessage)
             {
-                Messages.Remove(msg);
-                // Dispose images if needed
-                if (msg is ImageMessage im)
-                {
-                    im.Image?.Dispose();
-                }
-            }
+                DatabaseMessageId = dbMessage.Id,
+            };
+        }
 
-            // Delete all database messages from this point onward (including the message being edited)
-            var messagesToDelete = dbMessages
-                .Where(m => m.Timestamp >= dbMessage.Timestamp)
-                .OrderBy(m => m.Timestamp)
-                .ToList();
+        logger.LogInformation("Updated message {MessageId} text without regeneration", dbMessage.Id);
+        notificationService.Show("Message Updated", "Your message has been saved.", NotificationType.Success);
+    }
 
-            foreach (var msg in messagesToDelete)
+    /// <summary>
+    /// Edits a message and regenerates the conversation from that point
+    /// </summary>
+    private async Task EditAndRegenerateAsync(
+        TextMessage uiMessage,
+        ImageGenerationMessage dbMessage,
+        List<ImageGenerationMessage> allDbMessages,
+        string editedText
+    )
+    {
+        // Delete all UI messages from this point onward
+        var firstUiIndexToDelete = -1;
+        for (var i = 0; i < Messages.Count; i++)
+        {
+            if (GetDatabaseMessageId(Messages[i]) == dbMessage.Id)
             {
-                await chatService.DeleteMessageAsync(msg.Id);
+                firstUiIndexToDelete = i;
+                break;
             }
+        }
 
-            // Now send the edited message
-            IsGenerating = true;
-            ErrorMessage = null;
+        if (firstUiIndexToDelete < 0)
+        {
+            firstUiIndexToDelete = Messages.IndexOf(uiMessage);
+        }
 
-            try
+        var messagesToRemove = Messages.Skip(firstUiIndexToDelete).ToList();
+        foreach (var msg in messagesToRemove)
+        {
+            Messages.Remove(msg);
+            if (msg is ImageMessage im)
             {
-                // Add edited user message to UI
-                Messages.Add(new TextMessage(editedText, true));
-
-                // Build provider options
-                var providerOptions = BuildProviderOptions();
-
-                // Send the edited message
-                var (userMessage, assistantMessage) = await chatService.SendMessageAsync(
-                    CurrentConversation.Id,
-                    SelectedProviderId!,
-                    editedText,
-                    null, // No images for now (can be extended later)
-                    providerOptions,
-                    progress: null,
-                    CancellationToken.None
-                );
+                im.Image?.Dispose();
+            }
+        }
 
-                // Add assistant response to UI
-                if (assistantMessage != null)
-                {
-                    AddAssistantMessageToUI(assistantMessage);
-                }
+        // Delete all database messages from this point onward
+        var messagesToDelete = allDbMessages
+            .Where(m => m.Timestamp >= dbMessage.Timestamp)
+            .OrderBy(m => m.Timestamp)
+            .ToList();
 
-                // Reload conversations to update timestamps
-                await LoadConversationsAsync();
+        foreach (var msg in messagesToDelete)
+        {
+            await chatService.DeleteMessageAsync(msg.Id);
+        }
 
-                notificationService.Show(
-                    "Message Edited",
-                    "Your message has been edited and the conversation regenerated.",
-                    NotificationType.Success
-                );
-            }
-            catch (ImageGenerationException ex)
-            {
-                logger.LogWarning("Failed to regenerate after edit: {Message}", ex.Message);
+        // Now send the edited message
+        IsGenerating = true;
+        ErrorMessage = null;
 
-                // Check if this is an API key error
-                if (ex.Message.Contains("API key", StringComparison.OrdinalIgnoreCase))
-                {
-                    await ShowApiKeyRequiredDialogAsync();
-                    CanRetryLastMessage = true;
-                }
-                else
-                {
-                    ErrorMessage = ex.Message;
-                    notificationService.Show("Generation Failed", ex.Message, NotificationType.Warning);
-                    CanRetryLastMessage = true;
-                }
+        try
+        {
+            // Add edited user message to UI
+            Messages.Add(new TextMessage(editedText, true));
+
+            // Build provider options
+            var providerOptions = BuildProviderOptions();
+
+            // Send the edited message
+            var (userMessage, assistantMessage) = await chatService.SendMessageAsync(
+                CurrentConversation!.Id,
+                SelectedProviderId!,
+                editedText,
+                null,
+                providerOptions,
+                progress: null,
+                CancellationToken.None
+            );
+
+            // Add assistant response to UI
+            if (assistantMessage != null)
+            {
+                AddAssistantMessageToUI(assistantMessage);
             }
-            catch (Exception ex)
+
+            // Reload conversations to update timestamps
+            await LoadConversationsAsync();
+
+            notificationService.Show(
+                "Message Edited",
+                "Your message has been edited and the conversation regenerated.",
+                NotificationType.Success
+            );
+        }
+        catch (ImageGenerationException ex)
+        {
+            logger.LogWarning("Failed to regenerate after edit: {Message}", ex.Message);
+
+            if (ex.Message.Contains("API key", StringComparison.OrdinalIgnoreCase))
             {
-                logger.LogError(ex, "Unexpected error regenerating after edit");
-                ErrorMessage = $"Unexpected error: {ex.Message}";
-                notificationService.Show("Error", ex.Message, NotificationType.Error);
+                await ShowApiKeyRequiredDialogAsync();
                 CanRetryLastMessage = true;
             }
-            finally
+            else
             {
-                IsGenerating = false;
+                ErrorMessage = ex.Message;
+                notificationService.Show("Generation Failed", ex.Message, NotificationType.Warning);
+                CanRetryLastMessage = true;
             }
         }
         catch (Exception ex)
         {
-            logger.LogError(ex, "Failed to edit message");
-            notificationService.Show(
-                "Error",
-                $"Failed to edit message: {ex.Message}",
-                NotificationType.Error
-            );
+            logger.LogError(ex, "Unexpected error regenerating after edit");
+            ErrorMessage = $"Unexpected error: {ex.Message}";
+            notificationService.Show("Error", ex.Message, NotificationType.Error);
+            CanRetryLastMessage = true;
+        }
+        finally
+        {
+            IsGenerating = false;
         }
     }
 
diff --git a/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml b/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml
index 363933fac..89aa23808 100644
--- a/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml
@@ -1032,8 +1032,8 @@
                                                 </Style.Animations>
                                             </Style>
                                         </Border.Styles>
-                                        <StackPanel>
-                                            <controls:MarkdownViewer CustomCss=".markdown-body { padding: 0; word-break: break-word; overflow-wrap: break-word; white-space: normal; }" Text="{Binding Text}" />
+                                        <StackPanel MaxWidth="520">
+                                            <controls:MarkdownViewer CustomCss=".markdown-body { padding: 0; word-break: break-word; overflow-wrap: break-word; white-space: normal; max-width: 100%; box-sizing: border-box; }" Text="{Binding Text}" />
                                             <TextBlock
                                                 Margin="0,6,0,0"
                                                 HorizontalAlignment="Right"
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/IImageGenerationChatService.cs b/StabilityMatrix.Core/Services/ImageGeneration/IImageGenerationChatService.cs
index b73eee6f4..c4b2783e3 100644
--- a/StabilityMatrix.Core/Services/ImageGeneration/IImageGenerationChatService.cs
+++ b/StabilityMatrix.Core/Services/ImageGeneration/IImageGenerationChatService.cs
@@ -60,6 +60,14 @@ Task<ImageGenerationConversation> CreateConversationAsync(
     /// </summary>
     Task<ImageGenerationMessage?> GetMessageAsync(Guid messageId);
 
+    /// <summary>
+    /// Update a message's text content without affecting other messages or triggering regeneration
+    /// </summary>
+    /// <param name="messageId">The message ID to update</param>
+    /// <param name="newTextContent">The new text content</param>
+    /// <returns>The updated message, or null if not found</returns>
+    Task<ImageGenerationMessage?> UpdateMessageTextAsync(Guid messageId, string newTextContent);
+
     /// <summary>
     /// Send a message and generate a response using the specified provider
     /// </summary>
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationChatService.cs b/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationChatService.cs
index f5ad1f126..7771d1783 100644
--- a/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationChatService.cs
+++ b/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationChatService.cs
@@ -313,6 +313,22 @@ public async Task DeleteMessageAsync(Guid messageId, bool preserveImageFile = fa
         return await database.Messages.FindByIdAsync(messageId).ConfigureAwait(false);
     }
 
+    public async Task<ImageGenerationMessage?> UpdateMessageTextAsync(Guid messageId, string newTextContent)
+    {
+        var message = await database.Messages.FindByIdAsync(messageId).ConfigureAwait(false);
+        if (message == null)
+        {
+            logger.LogWarning("Message {MessageId} not found for text update", messageId);
+            return null;
+        }
+
+        var updatedMessage = message with { TextContent = newTextContent };
+        await database.Messages.UpdateAsync(updatedMessage).ConfigureAwait(false);
+
+        logger.LogDebug("Updated text content for message {MessageId}", messageId);
+        return updatedMessage;
+    }
+
     public async Task<bool> RemoveImageFromMessageAsync(Guid messageId, string imagePath)
     {
         var message = await database.Messages.FindByIdAsync(messageId).ConfigureAwait(false);

From f68d9959bd24a0e26b90dc8788615cfe7e733d00 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 15 Dec 2025 10:22:30 -0800
Subject: [PATCH 033/218] chagenlog

---
 CHANGELOG.md | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 4874abc6f..62432b81a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,13 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 
 ## v2.16.0-dev.1
 ### Added
+
+#### 🍌 New Feature: BananaVision - Conversational Image Generation for ComfyUI 🍌
+- We've added a brand new conversational interface for image generation! BananaVision lets you iterate on images naturally through chat, rather than just one-off prompts.
+  - Local-First Power: Native support for Flux Kontext and Qwen Image Edit running entirely locally via your ComfyUI backend.
+  - Smart Setup: Stability Matrix automatically detects and helps you download the specific models and LoRAs needed for these local workflows.
+  - Interactive Tools: Drag-and-drop image inputs, use the built-in annotation tool to draw on images, and keep persistent conversation history.
+  - Cloud Option: Includes optional support for Nano Banana (Gemini 3 Pro/2.5) for users who want to leverage external reasoning models.
 - Added Intel GPU support for ComfyUI
 - Added [Stable Diffusion WebUI Forge - Neo](https://github.com/Haoming02/sd-webui-forge-classic/tree/neo) as a separate package for convenience
 - Added "Run Python Command" option to the package card's 3-dots menu for running arbitrary Python code in the package's virtual environment

From 7065e19b4e346a036449bc8c585c89fa4c2278f2 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 15 Dec 2025 13:45:32 -0800
Subject: [PATCH 034/218] Refactor message editing logic to prevent data
 corruption for legacy messages without DatabaseMessageId

---
 StabilityMatrix.Avalonia/App.axaml.cs         |  2 +-
 .../ViewModels/BananaVisionPageViewModel.cs   | 39 +++++++------------
 2 files changed, 15 insertions(+), 26 deletions(-)

diff --git a/StabilityMatrix.Avalonia/App.axaml.cs b/StabilityMatrix.Avalonia/App.axaml.cs
index 170322486..c018aa094 100644
--- a/StabilityMatrix.Avalonia/App.axaml.cs
+++ b/StabilityMatrix.Avalonia/App.axaml.cs
@@ -707,7 +707,7 @@ internal static IServiceCollection ConfigureServices(bool disableMessagePipeInte
                 }
             )
             .ConfigurePrimaryHttpMessageHandler(() => new HttpClientHandler { AllowAutoRedirect = false })
-            // .AddPolicyHandler(retryPolicyLonger)
+            .AddPolicyHandler(retryPolicyLonger)
             .AddHttpMessageHandler(serviceProvider => new TokenAuthHeaderHandler(
                 serviceProvider.GetRequiredService<LykosAuthTokenProvider>()
             ));
diff --git a/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs
index 407c2afa8..bf04b421f 100644
--- a/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs
@@ -1483,31 +1483,20 @@ private async Task EditUserMessageAsync(TextMessage? message)
 
             if (dbMessage == null)
             {
-                // Backward-compatible fallback if we don't have DB IDs on the UI message.
-                var messageIndex = Messages.IndexOf(message);
-                if (messageIndex < 0)
-                {
-                    logger.LogWarning("Could not find message in Messages collection");
-                    return;
-                }
-
-                var userMessageCount = 0;
-                for (var i = 0; i <= messageIndex; i++)
-                {
-                    if (Messages[i] is TextMessage tm && tm.IsMyMessage)
-                    {
-                        userMessageCount++;
-                    }
-                }
-
-                var userDbMessages = dbMessages.Where(m => m.Role == MessageRole.User).ToList();
-                if (userMessageCount == 0 || userMessageCount > userDbMessages.Count)
-                {
-                    logger.LogWarning("User message count mismatch");
-                    return;
-                }
-
-                dbMessage = userDbMessages[userMessageCount - 1];
+                // Message doesn't have a DatabaseMessageId - this is legacy data from before we tracked IDs.
+                // We cannot safely edit these messages because mapping UI messages to database entries
+                // is unreliable (a single database message can contain both text and images, but they
+                // appear as separate UI elements). Refuse to edit to prevent data corruption.
+                logger.LogWarning(
+                    "Cannot edit message without DatabaseMessageId - legacy message from before ID tracking"
+                );
+                notificationService.Show(
+                    "Cannot Edit",
+                    "This message cannot be edited because it was created before message tracking was added. "
+                        + "You can still send new messages normally.",
+                    NotificationType.Warning
+                );
+                return;
             }
 
             if (shouldRegenerate)

From 8c7c63b6e85437be6fb5a116bd31b4a1b89b27b7 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Tue, 16 Dec 2025 01:33:09 -0800
Subject: [PATCH 035/218] =?UTF-8?q?bananavision=20->=20image=20lab=20?=
 =?UTF-8?q?=F0=9F=AB=A1?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 CHANGELOG.md                                  |   7 +-
 StabilityMatrix.Avalonia/App.axaml.cs         |   2 +-
 .../Helpers/ComfyImageUploadHelper.cs         |   4 +-
 .../ViewModels/BananaVisionPageViewModel.cs   |   5 +-
 .../ViewModels/OutputsPageViewModel.cs        |   8 +-
 .../Views/BananaVisionPage.axaml              |  23 ++-
 .../Database/BananaVisionDbContext.cs         | 137 +++++++++++-------
 .../ImageGenerationChatService.cs             |   4 +-
 8 files changed, 112 insertions(+), 78 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 62432b81a..1b96f2799 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,15 +7,14 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 
 ## v2.16.0-dev.1
 ### Added
-
-#### 🍌 New Feature: BananaVision - Conversational Image Generation for ComfyUI 🍌
-- We've added a brand new conversational interface for image generation! BananaVision lets you iterate on images naturally through chat, rather than just one-off prompts.
+#### New Feature: 🧪 Image Lab  - Conversational Image Generation for ComfyUI
+- We've added a brand new conversational interface for image generation! Image Lab lets you iterate on images naturally through chat, rather than just one-off prompts.
   - Local-First Power: Native support for Flux Kontext and Qwen Image Edit running entirely locally via your ComfyUI backend.
   - Smart Setup: Stability Matrix automatically detects and helps you download the specific models and LoRAs needed for these local workflows.
   - Interactive Tools: Drag-and-drop image inputs, use the built-in annotation tool to draw on images, and keep persistent conversation history.
   - Cloud Option: Includes optional support for Nano Banana (Gemini 3 Pro/2.5) for users who want to leverage external reasoning models.
-- Added Intel GPU support for ComfyUI
 - Added [Stable Diffusion WebUI Forge - Neo](https://github.com/Haoming02/sd-webui-forge-classic/tree/neo) as a separate package for convenience
+- Added Intel GPU support for ComfyUI
 - Added "Run Python Command" option to the package card's 3-dots menu for running arbitrary Python code in the package's virtual environment
 - Added togglable `--uv` argument to the SD.Next launch options
 ### Changed
diff --git a/StabilityMatrix.Avalonia/App.axaml.cs b/StabilityMatrix.Avalonia/App.axaml.cs
index c018aa094..83a098404 100644
--- a/StabilityMatrix.Avalonia/App.axaml.cs
+++ b/StabilityMatrix.Avalonia/App.axaml.cs
@@ -364,11 +364,11 @@ internal static void ConfigurePageViewModels(IServiceCollection services)
             {
                 provider.GetRequiredService<PackageManagerViewModel>(),
                 provider.GetRequiredService<InferenceViewModel>(),
+                provider.GetRequiredService<BananaVisionPageViewModel>(),
                 provider.GetRequiredService<CheckpointsPageViewModel>(),
                 provider.GetRequiredService<CheckpointBrowserViewModel>(),
                 provider.GetRequiredService<OutputsPageViewModel>(),
                 provider.GetRequiredService<WorkflowsPageViewModel>(),
-                provider.GetRequiredService<BananaVisionPageViewModel>(),
             },
             FooterPages = { provider.GetRequiredService<SettingsViewModel>() },
         });
diff --git a/StabilityMatrix.Avalonia/Helpers/ComfyImageUploadHelper.cs b/StabilityMatrix.Avalonia/Helpers/ComfyImageUploadHelper.cs
index a5bea850e..a3c23582e 100644
--- a/StabilityMatrix.Avalonia/Helpers/ComfyImageUploadHelper.cs
+++ b/StabilityMatrix.Avalonia/Helpers/ComfyImageUploadHelper.cs
@@ -1,14 +1,12 @@
 using Avalonia.Media.Imaging;
 using Microsoft.Extensions.Logging;
-using StabilityMatrix.Avalonia.Models.BananaVision;
 using StabilityMatrix.Avalonia.Services;
-using StabilityMatrix.Core.Models;
 using StabilityMatrix.Core.Services.ImageGeneration;
 
 namespace StabilityMatrix.Avalonia.Helpers;
 
 /// <summary>
-/// Helper for uploading images to ComfyUI for BananaVision providers
+/// Helper for uploading images to ComfyUI for Image Lab providers
 /// </summary>
 public static class ComfyImageUploadHelper
 {
diff --git a/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs
index bf04b421f..cd7a3e9ab 100644
--- a/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs
@@ -49,9 +49,8 @@ public partial class BananaVisionPageViewModel : PageViewModelBase
     private readonly INavigationService<MainWindowViewModel> navigationService;
     private readonly INavigationService<SettingsViewModel> settingsNavigationService;
 
-    public override string Title => "BananaVision";
-    public override IconSource IconSource =>
-        new FASymbolIconSource { Symbol = "fa-solid fa-wand-magic-sparkles" };
+    public override string Title => "Image Lab";
+    public override IconSource IconSource => new FASymbolIconSource { Symbol = "fa-solid fa-flask" };
 
     public IInferenceClientManager ClientManager { get; }
 
diff --git a/StabilityMatrix.Avalonia/ViewModels/OutputsPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/OutputsPageViewModel.cs
index 2fbf5c8b3..f99fe457a 100644
--- a/StabilityMatrix.Avalonia/ViewModels/OutputsPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/OutputsPageViewModel.cs
@@ -568,9 +568,9 @@ private void GetOutputs(string directory)
         if (!settingsManager.IsLibraryDirSet)
             return;
 
-        var bananaVisionInputsRoot = Path.Combine(settingsManager.ImagesDirectory, "BananaVision", "Inputs");
-        var bananaVisionInputsRootFull =
-            Path.GetFullPath(bananaVisionInputsRoot)
+        var imageLabInputsRoot = Path.Combine(settingsManager.ImagesDirectory, "ImageLab", "Inputs");
+        var imageLabInputsRootFull =
+            Path.GetFullPath(imageLabInputsRoot)
                 .TrimEnd(Path.DirectorySeparatorChar, Path.AltDirectorySeparatorChar)
             + Path.DirectorySeparatorChar;
 
@@ -612,7 +612,7 @@ private void GetOutputs(string directory)
                 .Where(file =>
                     allowedExtensions.Contains(new FilePath(file).Extension)
                     && !Path.GetFullPath(file)
-                        .StartsWith(bananaVisionInputsRootFull, StringComparison.OrdinalIgnoreCase)
+                        .StartsWith(imageLabInputsRootFull, StringComparison.OrdinalIgnoreCase)
                     && new FilePath(file).Info.DirectoryName?.EndsWith(
                         "thumbnails",
                         StringComparison.OrdinalIgnoreCase
diff --git a/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml b/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml
index 89aa23808..9aa3e949a 100644
--- a/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml
@@ -243,13 +243,21 @@
                 BorderBrush="{DynamicResource CardStrokeColorDefaultBrush}"
                 BorderThickness="0,0,0,1">
                 <Grid ColumnDefinitions="Auto, Auto, *, Auto">
-                    <TextBlock
+                    <StackPanel
                         Grid.Column="0"
                         Margin="0,0,16,0"
                         VerticalAlignment="Center"
-                        FontSize="20"
-                        FontWeight="Light"
-                        Text="🍌BananaVision🍌" />
+                        Orientation="Horizontal"
+                        Spacing="8">
+                        <avalonia:Icon
+                            FontSize="18"
+                            Foreground="#9D8CFF"
+                            Value="fa-solid fa-flask" />
+                        <TextBlock
+                            FontSize="20"
+                            FontWeight="Light"
+                            Text="Image Lab" />
+                    </StackPanel>
 
                     <ComboBox
                         Grid.Column="1"
@@ -1608,11 +1616,12 @@
                                     <GradientStop Offset="1" Color="#6366F1" />
                                 </LinearGradientBrush>
                             </Border.Background>
-                            <TextBlock
+                            <avalonia:Icon
                                 HorizontalAlignment="Center"
                                 VerticalAlignment="Center"
                                 FontSize="36"
-                                Text="🍌" />
+                                Foreground="White"
+                                Value="fa-solid fa-flask" />
                         </Border>
                         <!--  Title  -->
                         <TextBlock
@@ -1620,7 +1629,7 @@
                             FontSize="24"
                             FontWeight="SemiBold"
                             Foreground="White"
-                            Text="Welcome to BananaVision!" />
+                            Text="Welcome to the Image Lab!" />
                         <!--  Description  -->
                         <TextBlock
                             HorizontalAlignment="Center"
diff --git a/StabilityMatrix.Core/Database/BananaVisionDbContext.cs b/StabilityMatrix.Core/Database/BananaVisionDbContext.cs
index 12c09b665..fda078801 100644
--- a/StabilityMatrix.Core/Database/BananaVisionDbContext.cs
+++ b/StabilityMatrix.Core/Database/BananaVisionDbContext.cs
@@ -12,7 +12,7 @@
 namespace StabilityMatrix.Core.Database;
 
 /// <summary>
-/// Database context for BananaVision conversations and messages.
+/// Database context for Image Lab conversations and messages.
 /// Stored separately from the main StabilityMatrix.db to preserve user data
 /// when the main cache database is deleted.
 /// </summary>
@@ -51,7 +51,7 @@ IOptions<DebugOptions> debugOptions
     private LiteDatabaseAsync CreateDatabase()
     {
         const int maxAttempts = 2;
-        var dbPath = Path.Combine(settingsManager.LibraryDir, "BananaVision.db");
+        var dbPath = Path.Combine(settingsManager.LibraryDir, "ImageLab.db");
 
         for (var attempt = 0; attempt < maxAttempts; attempt++)
         {
@@ -73,7 +73,7 @@ private LiteDatabaseAsync CreateDatabase()
                 if (sortOption is not CompareOptions.Ordinal)
                 {
                     logger.LogDebug(
-                        "BananaVision database collation is not Ordinal ({SortOption}), rebuilding...",
+                        "Image Lab database collation is not Ordinal ({SortOption}), rebuilding...",
                         sortOption
                     );
                     var options = new RebuildOptions
@@ -83,7 +83,7 @@ private LiteDatabaseAsync CreateDatabase()
                     db.RebuildAsync(options).GetAwaiter().GetResult();
                 }
 
-                // Run one-time migration from legacy database
+                // Run one-time migration from legacy databases
                 MigrateLegacyData(db, dbPath);
 
                 return db;
@@ -94,7 +94,7 @@ private LiteDatabaseAsync CreateDatabase()
                 )
             {
                 logger.LogWarning(
-                    "BananaVision database corruption detected ({Message}), rebuilding...",
+                    "Image Lab database corruption detected ({Message}), rebuilding...",
                     e.Message
                 );
 
@@ -119,14 +119,14 @@ private LiteDatabaseAsync CreateDatabase()
                 }
                 catch (Exception delEx)
                 {
-                    logger.LogWarning("Failed to delete corrupt BananaVision DB: {Message}", delEx.Message);
+                    logger.LogWarning("Failed to delete corrupt Image Lab DB: {Message}", delEx.Message);
                     break;
                 }
             }
             catch (IOException ioEx)
             {
                 logger.LogWarning(
-                    "BananaVision database in use or not accessible ({Message}), using temporary database",
+                    "Image Lab database in use or not accessible ({Message}), using temporary database",
                     ioEx.Message
                 );
                 break;
@@ -139,7 +139,7 @@ private LiteDatabaseAsync CreateDatabase()
     }
 
     /// <summary>
-    /// One-time migration from legacy StabilityMatrix.db to BananaVision.db
+    /// One-time migration from legacy databases (StabilityMatrix.db and BananaVision.db) to ImageLab.db
     /// </summary>
     private void MigrateLegacyData(LiteDatabaseAsync newDb, string newDbPath)
     {
@@ -157,13 +157,22 @@ private void MigrateLegacyData(LiteDatabaseAsync newDb, string newDbPath)
             if (existingCount > 0)
             {
                 logger.LogDebug(
-                    "BananaVision.db already has {Count} conversations, skipping migration",
+                    "ImageLab.db already has {Count} conversations, skipping migration",
                     existingCount
                 );
                 return;
             }
 
-            // Check for legacy database
+            // Try migrating from BananaVision.db first (most recent legacy DB)
+            var bananaVisionDbPath = Path.Combine(settingsManager.LibraryDir, "BananaVision.db");
+            if (File.Exists(bananaVisionDbPath))
+            {
+                logger.LogInformation("Migrating data from BananaVision.db to ImageLab.db...");
+                MigrateFromDatabase(newDb, bananaVisionDbPath, "BananaVision.db");
+                return;
+            }
+
+            // Check for original legacy database
             var legacyDbPath = Path.Combine(settingsManager.LibraryDir, "StabilityMatrix.db");
             if (!File.Exists(legacyDbPath))
             {
@@ -171,63 +180,83 @@ private void MigrateLegacyData(LiteDatabaseAsync newDb, string newDbPath)
                 return;
             }
 
-            logger.LogInformation("Checking legacy database for BananaVision data to migrate...");
+            logger.LogInformation("Checking legacy database for Image Lab data to migrate...");
 
-            using var legacyDb = new LiteDatabaseAsync(
-                new ConnectionString
-                {
-                    Filename = legacyDbPath,
-                    Connection = ConnectionType.Shared,
-                    ReadOnly = true,
-                }
-            );
-
-            var legacyConversations = legacyDb.GetCollection<ImageGenerationConversation>(
-                "ImageGenerationConversations"
+            MigrateFromDatabase(
+                newDb,
+                legacyDbPath,
+                "StabilityMatrix.db",
+                "ImageGenerationConversations",
+                "ImageGenerationMessages"
             );
-            var legacyMessages = legacyDb.GetCollection<ImageGenerationMessage>("ImageGenerationMessages");
-
-            var conversationsList = legacyConversations.FindAllAsync().GetAwaiter().GetResult().ToList();
+        }
+        catch (Exception ex)
+        {
+            logger.LogWarning(ex, "Failed to migrate legacy Image Lab data (this is fine, starting fresh)");
+        }
+    }
 
-            if (conversationsList.Count == 0)
+    /// <summary>
+    /// Helper method to migrate data from a legacy database file
+    /// </summary>
+    private void MigrateFromDatabase(
+        LiteDatabaseAsync newDb,
+        string sourceDbPath,
+        string sourceName,
+        string conversationsCollectionName = "Conversations",
+        string messagesCollectionName = "Messages"
+    )
+    {
+        using var sourceDb = new LiteDatabaseAsync(
+            new ConnectionString
             {
-                logger.LogDebug("No legacy conversations found, skipping migration");
-                return;
+                Filename = sourceDbPath,
+                Connection = ConnectionType.Shared,
+                ReadOnly = true,
             }
+        );
 
-            logger.LogInformation(
-                "Migrating {Count} conversations from legacy database...",
-                conversationsList.Count
-            );
+        var sourceConversations = sourceDb.GetCollection<ImageGenerationConversation>(
+            conversationsCollectionName
+        );
+        var sourceMessages = sourceDb.GetCollection<ImageGenerationMessage>(messagesCollectionName);
 
-            var messages = newDb.GetCollection<ImageGenerationMessage>("Messages");
+        var conversationsList = sourceConversations.FindAllAsync().GetAwaiter().GetResult().ToList();
 
-            // Copy conversations
-            foreach (var conversation in conversationsList)
-            {
-                conversations.InsertAsync(conversation).GetAwaiter().GetResult();
-            }
+        if (conversationsList.Count == 0)
+        {
+            logger.LogDebug("No conversations found in {SourceName}, skipping migration", sourceName);
+            return;
+        }
 
-            // Copy messages
-            var messagesList = legacyMessages.FindAllAsync().GetAwaiter().GetResult().ToList();
-            foreach (var message in messagesList)
-            {
-                messages.InsertAsync(message).GetAwaiter().GetResult();
-            }
+        logger.LogInformation(
+            "Migrating {Count} conversations from {SourceName}...",
+            conversationsList.Count,
+            sourceName
+        );
 
-            logger.LogInformation(
-                "Successfully migrated {ConvCount} conversations and {MsgCount} messages to BananaVision.db",
-                conversationsList.Count,
-                messagesList.Count
-            );
+        var conversations = newDb.GetCollection<ImageGenerationConversation>("Conversations");
+        var messages = newDb.GetCollection<ImageGenerationMessage>("Messages");
+
+        // Copy conversations
+        foreach (var conversation in conversationsList)
+        {
+            conversations.InsertAsync(conversation).GetAwaiter().GetResult();
         }
-        catch (Exception ex)
+
+        // Copy messages
+        var messagesList = sourceMessages.FindAllAsync().GetAwaiter().GetResult().ToList();
+        foreach (var message in messagesList)
         {
-            logger.LogWarning(
-                ex,
-                "Failed to migrate legacy BananaVision data (this is fine, starting fresh)"
-            );
+            messages.InsertAsync(message).GetAwaiter().GetResult();
         }
+
+        logger.LogInformation(
+            "Successfully migrated {ConvCount} conversations and {MsgCount} messages from {SourceName} to ImageLab.db",
+            conversationsList.Count,
+            messagesList.Count,
+            sourceName
+        );
     }
 
     public void Dispose()
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationChatService.cs b/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationChatService.cs
index 7771d1783..6fe90a94f 100644
--- a/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationChatService.cs
+++ b/StabilityMatrix.Core/Services/ImageGeneration/ImageGenerationChatService.cs
@@ -54,7 +54,7 @@ private static string CreateOutputFileName(string extension)
     {
         var timestamp = DateTime.UtcNow.ToString("yyyyMMdd_HHmmss_fff");
         var shortGuid = Guid.NewGuid().ToString("N")[..8];
-        return $"banana_{timestamp}_{shortGuid}{extension}";
+        return $"imagelab_{timestamp}_{shortGuid}{extension}";
     }
 
     private static string GenerateConversationTitle(string textPrompt)
@@ -78,7 +78,7 @@ private static string GenerateConversationTitle(string textPrompt)
 
     private string GetOutputDirectory()
     {
-        return Path.Combine(settingsManager.ImagesDirectory, "BananaVision");
+        return Path.Combine(settingsManager.ImagesDirectory, "ImageLab");
     }
 
     private string GetInputDirectory(Guid conversationId)

From b403e211f93bc52e1ce61a896f2707434cf69aeb Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 17 Dec 2025 15:50:20 -0800
Subject: [PATCH 036/218] shoutout chagenlog

---
 CHANGELOG.md | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 1b96f2799..0a7a41237 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -24,6 +24,9 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Updated SageAttention installer to latest v2.2.0-windows.post4 version
 ### Fixed
 - Fixed [#1450](https://github.com/LykosAI/StabilityMatrix/issues/1450) - Older SD.Next not launching due to forced `--uv` argument
+### Supporters
+#### 🌟 Visionaries
+A massive thank you to our esteemed Visionaries: **Waterclouds**, **JungleDragon**, **bluepopsicle**, **Bob S**, and **whudunit**! Your generosity is the powerhouse behind Stability Matrix, enabling us to keep building and refining with confidence. We are truly grateful for your partnership!
 
 ## v2.15.4
 ### Changed

From 51b180f1c55a6c7b446fe01fa100474b122bfbb3 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 18 Dec 2025 18:09:12 -0800
Subject: [PATCH 037/218] moar renaming

---
 .../ViewModels/Settings/AccountSettingsViewModel.cs             | 2 +-
 .../Views/Settings/AccountSettingsPage.axaml                    | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/Settings/AccountSettingsViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Settings/AccountSettingsViewModel.cs
index 33f9ab50d..3845a5930 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Settings/AccountSettingsViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Settings/AccountSettingsViewModel.cs
@@ -440,7 +440,7 @@ private async Task SetGeminiApiKey()
             """
             Get your Gemini API key from [Google AI Studio](https://ai.google.dev/)
 
-            This key will be used for BananaVision image generation.
+            This key will be used for Image Lab image generation.
             """,
             null,
             [field]
diff --git a/StabilityMatrix.Avalonia/Views/Settings/AccountSettingsPage.axaml b/StabilityMatrix.Avalonia/Views/Settings/AccountSettingsPage.axaml
index f6a0b598e..82ea70605 100644
--- a/StabilityMatrix.Avalonia/Views/Settings/AccountSettingsPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/Settings/AccountSettingsPage.axaml
@@ -230,7 +230,7 @@
                 Header="Gemini API"
                 HeaderTargetUri="https://aistudio.google.com/api-keys"
                 IsConnected="{Binding HasGeminiApiKey}"
-                OffDescription="Add your Gemini API key to use Nano Banana in BananaVision for image generation">
+                OffDescription="Add your Gemini API key to use Nano Banana in the Image Lab for image generation">
                 <controls:SettingsAccountLinkExpander.IconSource>
                     <fluentIcons:SymbolIconSource Symbol="Sparkle" />
                 </controls:SettingsAccountLinkExpander.IconSource>

From 490ae881bb78ca818c1da998fdce67db886303d3 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 22 Dec 2025 21:46:32 -0800
Subject: [PATCH 038/218] Add Wan2GP package and update image selection logic

---
 CHANGELOG.md                                  |   1 +
 .../Inference/ImageGalleryCardViewModel.cs    |   4 +-
 .../Helper/Factory/PackageFactory.cs          |   7 +
 .../Models/Packages/Wan2GP.cs                 | 447 ++++++++++++++++++
 4 files changed, 457 insertions(+), 2 deletions(-)
 create mode 100644 StabilityMatrix.Core/Models/Packages/Wan2GP.cs

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 0a7a41237..3aa4af1be 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -13,6 +13,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
   - Smart Setup: Stability Matrix automatically detects and helps you download the specific models and LoRAs needed for these local workflows.
   - Interactive Tools: Drag-and-drop image inputs, use the built-in annotation tool to draw on images, and keep persistent conversation history.
   - Cloud Option: Includes optional support for Nano Banana (Gemini 3 Pro/2.5) for users who want to leverage external reasoning models.
+- Added new package - [Wan2GP](https://github.com/deepbeepmeep/Wan2GP)
 - Added [Stable Diffusion WebUI Forge - Neo](https://github.com/Haoming02/sd-webui-forge-classic/tree/neo) as a separate package for convenience
 - Added Intel GPU support for ComfyUI
 - Added "Run Python Command" option to the package card's 3-dots menu for running arbitrary Python code in the package's virtual environment
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/ImageGalleryCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/ImageGalleryCardViewModel.cs
index 72b6a139a..5de2d6d06 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/ImageGalleryCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/ImageGalleryCardViewModel.cs
@@ -105,7 +105,7 @@ or NotifyCollectionChangedAction.Reset
             {
                 if (sources.Count == 0)
                 {
-                    SelectedImageIndex = 0;
+                    SelectedImageIndex = -1;
                 }
                 else if (SelectedImageIndex == -1)
                 {
@@ -159,7 +159,7 @@ private async Task FlyoutPreview(IImage? image)
         var viewerVm = vmFactory.Get<ImageViewerViewModel>();
         viewerVm.ImageSource = new ImageSource((Bitmap)image);
 
-        var dialog = new BetterContentDialog { Content = new ImageViewerDialog { DataContext = viewerVm, } };
+        var dialog = new BetterContentDialog { Content = new ImageViewerDialog { DataContext = viewerVm } };
 
         await dialog.ShowAsync();
     }
diff --git a/StabilityMatrix.Core/Helper/Factory/PackageFactory.cs b/StabilityMatrix.Core/Helper/Factory/PackageFactory.cs
index 5c4ba09ef..9d759e3fb 100644
--- a/StabilityMatrix.Core/Helper/Factory/PackageFactory.cs
+++ b/StabilityMatrix.Core/Helper/Factory/PackageFactory.cs
@@ -243,6 +243,13 @@ public BasePackage GetNewBasePackage(InstalledPackage installedPackage)
                 prerequisiteHelper,
                 pyInstallationManager
             ),
+            "Wan2GP" => new Wan2GP(
+                githubApiCache,
+                settingsManager,
+                downloadService,
+                prerequisiteHelper,
+                pyInstallationManager
+            ),
             _ => throw new ArgumentOutOfRangeException(nameof(installedPackage)),
         };
     }
diff --git a/StabilityMatrix.Core/Models/Packages/Wan2GP.cs b/StabilityMatrix.Core/Models/Packages/Wan2GP.cs
new file mode 100644
index 000000000..ee570b7e5
--- /dev/null
+++ b/StabilityMatrix.Core/Models/Packages/Wan2GP.cs
@@ -0,0 +1,447 @@
+using System.Collections.Immutable;
+using System.Text.RegularExpressions;
+using Injectio.Attributes;
+using StabilityMatrix.Core.Helper;
+using StabilityMatrix.Core.Helper.Cache;
+using StabilityMatrix.Core.Helper.HardwareInfo;
+using StabilityMatrix.Core.Models.FileInterfaces;
+using StabilityMatrix.Core.Models.Progress;
+using StabilityMatrix.Core.Processes;
+using StabilityMatrix.Core.Python;
+using StabilityMatrix.Core.Services;
+
+namespace StabilityMatrix.Core.Models.Packages;
+
+/// <summary>
+/// Package for Wan2GP - Super Optimized Gradio UI for AI video creation.
+/// Supports Wan 2.1/2.2, Qwen, Hunyuan Video, LTX Video and Flux.
+/// https://github.com/deepbeepmeep/Wan2GP
+/// </summary>
+/// <remarks>
+/// <b>Model Sharing:</b> This package does not support Stability Matrix shared folder configuration.
+/// Wan2GP manages model paths through its own wgp_config.json file, which is created and managed
+/// by the Gradio UI on first launch. Users should configure model paths via the Settings tab
+/// in the Wan2GP UI.
+/// </remarks>
+[RegisterSingleton<BasePackage, Wan2GP>(Duplicate = DuplicateStrategy.Append)]
+public class Wan2GP(
+    IGithubApiCache githubApi,
+    ISettingsManager settingsManager,
+    IDownloadService downloadService,
+    IPrerequisiteHelper prerequisiteHelper,
+    IPyInstallationManager pyInstallationManager
+) : BaseGitPackage(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+{
+    public override string Name => "Wan2GP";
+    public override string DisplayName { get; set; } = "Wan2GP";
+    public override string Author => "deepbeepmeep";
+
+    public override string Blurb =>
+        "Super Optimized Gradio UI for AI video creation for GPU poor machines (6GB+ VRAM). "
+        + "Supports Wan 2.1/2.2, Qwen, Hunyuan Video, LTX Video and Flux.";
+
+    public override string LicenseType => "Apache-2.0";
+    public override string LicenseUrl => "https://github.com/deepbeepmeep/Wan2GP/blob/main/LICENSE";
+    public override string LaunchCommand => "wgp.py";
+
+    public override Uri PreviewImageUri => new("https://cdn.lykos.ai/sm/packages/wan2gp/wan2gp.webp");
+
+    public override string OutputFolderName => "outputs";
+    public override PackageDifficulty InstallerSortOrder => PackageDifficulty.Advanced;
+    public override SharedFolderMethod RecommendedSharedFolderMethod => SharedFolderMethod.None;
+
+    public override IEnumerable<SharedFolderMethod> AvailableSharedFolderMethods => [SharedFolderMethod.None];
+
+    public override IEnumerable<TorchIndex> AvailableTorchIndices => [TorchIndex.Cuda, TorchIndex.Rocm];
+
+    public override bool IsCompatible => HardwareHelper.HasNvidiaGpu() || HardwareHelper.HasAmdGpu();
+
+    public override string MainBranch => "main";
+    public override bool ShouldIgnoreReleases => true;
+
+    public override Dictionary<SharedOutputType, IReadOnlyList<string>>? SharedOutputFolders =>
+        new() { [SharedOutputType.Img2Vid] = ["outputs"] };
+
+    // AMD ROCm requires Python 3.11, NVIDIA uses 3.10
+    public override PyVersion RecommendedPythonVersion =>
+        IsAmdRocm ? Python.PyInstallationManager.Python_3_11_13 : Python.PyInstallationManager.Python_3_10_17;
+
+    public override string Disclaimer =>
+        IsAmdRocm && Compat.IsWindows
+            ? "AMD GPU support on Windows is experimental. Supported GPUs: 7900(XT), 7800(XT), 7600(XT), Phoenix, 9070(XT) and Strix Halo."
+            : string.Empty;
+
+    /// <summary>
+    /// Helper property to check if we're using AMD ROCm
+    /// </summary>
+    private bool IsAmdRocm => GetRecommendedTorchVersion() == TorchIndex.Rocm;
+
+    public override List<LaunchOptionDefinition> LaunchOptions =>
+        [
+            new()
+            {
+                Name = "Host",
+                Type = LaunchOptionType.String,
+                DefaultValue = "127.0.0.1",
+                Options = ["--server"],
+            },
+            new()
+            {
+                Name = "Port",
+                Type = LaunchOptionType.String,
+                DefaultValue = "7860",
+                Options = ["--port"],
+            },
+            new()
+            {
+                Name = "Share",
+                Type = LaunchOptionType.Bool,
+                Description = "Set whether to share on Gradio",
+                Options = ["--share"],
+            },
+            new()
+            {
+                Name = "Multiple Images",
+                Type = LaunchOptionType.Bool,
+                Description = "Enable multiple images mode",
+                InitialValue = true,
+                Options = ["--multiple-images"],
+            },
+            new()
+            {
+                Name = "Compile",
+                Type = LaunchOptionType.Bool,
+                Description = "Enable model compilation for faster inference (may not work on all systems)",
+                Options = ["--compile"],
+            },
+            LaunchOptionDefinition.Extras,
+        ];
+
+    public override TorchIndex GetRecommendedTorchVersion()
+    {
+        // Check for AMD ROCm support (Windows or Linux)
+        var preferRocm =
+            (
+                Compat.IsWindows
+                && (
+                    SettingsManager.Settings.PreferredGpu?.IsWindowsRocmSupportedGpu()
+                    ?? HardwareHelper.HasWindowsRocmSupportedGpu()
+                )
+            )
+            || (
+                Compat.IsLinux
+                && (SettingsManager.Settings.PreferredGpu?.IsAmd ?? HardwareHelper.PreferRocm())
+            );
+
+        if (preferRocm)
+        {
+            return TorchIndex.Rocm;
+        }
+
+        // NVIDIA CUDA
+        if (SettingsManager.Settings.PreferredGpu?.IsNvidia ?? HardwareHelper.HasNvidiaGpu())
+        {
+            return TorchIndex.Cuda;
+        }
+
+        return base.GetRecommendedTorchVersion();
+    }
+
+    public override async Task InstallPackage(
+        string installLocation,
+        InstalledPackage installedPackage,
+        InstallPackageOptions options,
+        IProgress<ProgressReport>? progress = null,
+        Action<ProcessOutput>? onConsoleOutput = null,
+        CancellationToken cancellationToken = default
+    )
+    {
+        var torchIndex = options.PythonOptions.TorchIndex ?? GetRecommendedTorchVersion();
+
+        progress?.Report(new ProgressReport(-1, "Setting up venv", isIndeterminate: true));
+        await using var venvRunner = await SetupVenvPure(
+                installLocation,
+                pythonVersion: options.PythonOptions.PythonVersion
+            )
+            .ConfigureAwait(false);
+
+        if (torchIndex == TorchIndex.Rocm)
+        {
+            await InstallAmdRocmAsync(
+                    venvRunner,
+                    installedPackage,
+                    options,
+                    progress,
+                    onConsoleOutput,
+                    cancellationToken
+                )
+                .ConfigureAwait(false);
+        }
+        else
+        {
+            await InstallNvidiaAsync(
+                    venvRunner,
+                    installedPackage,
+                    options,
+                    progress,
+                    onConsoleOutput,
+                    cancellationToken
+                )
+                .ConfigureAwait(false);
+        }
+
+        progress?.Report(new ProgressReport(1, "Install complete", isIndeterminate: false));
+    }
+
+    private async Task InstallNvidiaAsync(
+        IPyVenvRunner venvRunner,
+        InstalledPackage installedPackage,
+        InstallPackageOptions options,
+        IProgress<ProgressReport>? progress,
+        Action<ProcessOutput>? onConsoleOutput,
+        CancellationToken cancellationToken
+    )
+    {
+        var isLegacyNvidia =
+            SettingsManager.Settings.PreferredGpu?.IsLegacyNvidiaGpu() ?? HardwareHelper.HasLegacyNvidiaGpu();
+        var isNewerNvidia =
+            SettingsManager.Settings.PreferredGpu?.IsAmpereOrNewerGpu()
+            ?? HardwareHelper.HasAmpereOrNewerGpu();
+
+        // Platform-specific versions from pinokio torch.js
+        // Windows: torch 2.7.1, Linux: torch 2.7.0 (to match prebuilt attention wheel requirements)
+        var torchVersion = Compat.IsWindows ? "2.7.1" : "2.7.0";
+        var torchvisionVersion = Compat.IsWindows ? "0.22.1" : "0.22.0";
+        var torchaudioVersion = Compat.IsWindows ? "2.7.1" : "2.7.0";
+        var cudaIndex = isLegacyNvidia ? "cu126" : "cu128";
+
+        progress?.Report(new ProgressReport(-1f, "Upgrading pip...", isIndeterminate: true));
+        await venvRunner.PipInstall("--upgrade pip wheel", onConsoleOutput).ConfigureAwait(false);
+
+        // Install requirements directly using -r flag (handles @ URL syntax properly)
+        progress?.Report(new ProgressReport(-1f, "Installing requirements...", isIndeterminate: true));
+        await venvRunner.PipInstall("-r requirements.txt", onConsoleOutput).ConfigureAwait(false);
+
+        // Install torch with specific versions and CUDA index (force reinstall to ensure correct version)
+        progress?.Report(new ProgressReport(-1f, "Installing PyTorch...", isIndeterminate: true));
+        var torchArgs = new PipInstallArgs()
+            .WithTorch($"=={torchVersion}")
+            .WithTorchVision($"=={torchvisionVersion}")
+            .WithTorchAudio($"=={torchaudioVersion}")
+            .WithXFormers("==0.0.30")
+            .WithTorchExtraIndex(cudaIndex)
+            .AddArg("--force-reinstall")
+            .AddArg("--no-deps");
+
+        await venvRunner.PipInstall(torchArgs, onConsoleOutput).ConfigureAwait(false);
+
+        // Install hf-xet and pin setuptools to avoid distutils compatibility issues with Python 3.10
+        await venvRunner.PipInstall("hf-xet \"setuptools<70.0.0\"", onConsoleOutput).ConfigureAwait(false);
+
+        // Install triton-windows for newer NVIDIA GPUs on Windows
+        if (Compat.IsWindows && isNewerNvidia)
+        {
+            progress?.Report(new ProgressReport(-1f, "Installing triton-windows...", isIndeterminate: true));
+            await venvRunner
+                .PipInstall("triton-windows==3.3.1.post19", onConsoleOutput)
+                .ConfigureAwait(false);
+        }
+
+        // Install SageAttention and Flash Attention
+        if (Compat.IsWindows)
+        {
+            progress?.Report(new ProgressReport(-1f, "Installing SageAttention...", isIndeterminate: true));
+            await venvRunner
+                .PipInstall(
+                    "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows/sageattention-2.2.0+cu128torch2.7.1-cp310-cp310-win_amd64.whl",
+                    onConsoleOutput
+                )
+                .ConfigureAwait(false);
+
+            progress?.Report(new ProgressReport(-1f, "Installing Flash Attention...", isIndeterminate: true));
+            await venvRunner
+                .PipInstall(
+                    "https://huggingface.co/lldacing/flash-attention-windows-wheel/resolve/main/flash_attn-2.7.4.post1%2Bcu128torch2.7.0cxx11abiFALSE-cp310-cp310-win_amd64.whl",
+                    onConsoleOutput
+                )
+                .ConfigureAwait(false);
+        }
+        else if (Compat.IsLinux)
+        {
+            progress?.Report(new ProgressReport(-1f, "Installing SageAttention...", isIndeterminate: true));
+            await venvRunner
+                .PipInstall(
+                    "https://huggingface.co/MonsterMMORPG/SECourses_Premium_Flash_Attention/resolve/main/sageattention-2.1.1-cp310-cp310-linux_x86_64.whl",
+                    onConsoleOutput
+                )
+                .ConfigureAwait(false);
+
+            progress?.Report(new ProgressReport(-1f, "Installing Flash Attention...", isIndeterminate: true));
+            await venvRunner
+                .PipInstall(
+                    "https://github.com/kingbri1/flash-attention/releases/download/v2.7.4.post1/flash_attn-2.7.4.post1+cu128torch2.7.0cxx11abiFALSE-cp310-cp310-linux_x86_64.whl",
+                    onConsoleOutput
+                )
+                .ConfigureAwait(false);
+
+            await venvRunner.PipInstall("numpy==2.1.2", onConsoleOutput).ConfigureAwait(false);
+        }
+    }
+
+    private async Task InstallAmdRocmAsync(
+        IPyVenvRunner venvRunner,
+        InstalledPackage installedPackage,
+        InstallPackageOptions options,
+        IProgress<ProgressReport>? progress,
+        Action<ProcessOutput>? onConsoleOutput,
+        CancellationToken cancellationToken
+    )
+    {
+        progress?.Report(new ProgressReport(-1f, "Upgrading pip...", isIndeterminate: true));
+        await venvRunner.PipInstall("--upgrade pip wheel", onConsoleOutput).ConfigureAwait(false);
+
+        if (Compat.IsWindows)
+        {
+            // Windows AMD ROCm - special TheRock wheels
+            progress?.Report(
+                new ProgressReport(-1f, "Installing PyTorch ROCm wheels...", isIndeterminate: true)
+            );
+
+            // Set environment variable for wheel filename check bypass
+            venvRunner.UpdateEnvironmentVariables(env => env.SetItem("UV_SKIP_WHEEL_FILENAME_CHECK", "1"));
+
+            // Install PyTorch ROCm wheels from TheRock releases (Python 3.11)
+            await venvRunner
+                .PipInstall(
+                    "https://github.com/scottt/rocm-TheRock/releases/download/v6.5.0rc-pytorch-gfx110x/torch-2.7.0a0+rocm_git3f903c3-cp311-cp311-win_amd64.whl",
+                    onConsoleOutput
+                )
+                .ConfigureAwait(false);
+
+            await venvRunner
+                .PipInstall(
+                    "https://github.com/scottt/rocm-TheRock/releases/download/v6.5.0rc-pytorch-gfx110x/torchaudio-2.7.0a0+52638ef-cp311-cp311-win_amd64.whl",
+                    onConsoleOutput
+                )
+                .ConfigureAwait(false);
+
+            await venvRunner
+                .PipInstall(
+                    "https://github.com/scottt/rocm-TheRock/releases/download/v6.5.0rc-pytorch-gfx110x/torchvision-0.22.0+9eb57cd-cp311-cp311-win_amd64.whl",
+                    onConsoleOutput
+                )
+                .ConfigureAwait(false);
+
+            // Install requirements directly using -r flag (handles @ URL syntax properly)
+            progress?.Report(new ProgressReport(-1f, "Installing requirements...", isIndeterminate: true));
+            await venvRunner.PipInstall("-r requirements.txt", onConsoleOutput).ConfigureAwait(false);
+
+            // Install additional packages
+            await venvRunner
+                .PipInstall("hf-xet setuptools numpy==1.26.4", onConsoleOutput)
+                .ConfigureAwait(false);
+        }
+        else
+        {
+            // Linux AMD ROCm - standard PyTorch ROCm
+            // Install requirements directly using -r flag (handles @ URL syntax properly)
+            progress?.Report(new ProgressReport(-1f, "Installing requirements...", isIndeterminate: true));
+            await venvRunner.PipInstall("-r requirements.txt", onConsoleOutput).ConfigureAwait(false);
+
+            // Install torch with ROCm index (force reinstall to ensure correct version)
+            progress?.Report(new ProgressReport(-1f, "Installing PyTorch ROCm...", isIndeterminate: true));
+            var torchArgs = new PipInstallArgs()
+                .WithTorch("==2.7.0")
+                .WithTorchVision("==0.22.0")
+                .WithTorchAudio("==2.7.0")
+                .WithTorchExtraIndex("rocm6.3")
+                .AddArg("--force-reinstall")
+                .AddArg("--no-deps");
+
+            await venvRunner.PipInstall(torchArgs, onConsoleOutput).ConfigureAwait(false);
+
+            // Install additional packages
+            await venvRunner
+                .PipInstall("hf-xet setuptools numpy==1.26.4", onConsoleOutput)
+                .ConfigureAwait(false);
+        }
+    }
+
+    public override async Task RunPackage(
+        string installLocation,
+        InstalledPackage installedPackage,
+        RunPackageOptions options,
+        Action<ProcessOutput>? onConsoleOutput = null,
+        CancellationToken cancellationToken = default
+    )
+    {
+        await SetupVenv(installLocation, pythonVersion: PyVersion.Parse(installedPackage.PythonVersion))
+            .ConfigureAwait(false);
+
+        // Fix for distutils compatibility issue with Python 3.10 and setuptools
+        VenvRunner.UpdateEnvironmentVariables(env => env.SetItem("SETUPTOOLS_USE_DISTUTILS", "stdlib"));
+
+        // Set up environment variables for AMD ROCm on Windows
+        var torchIndex = installedPackage.PreferredTorchIndex ?? GetRecommendedTorchVersion();
+        if (torchIndex == TorchIndex.Rocm && Compat.IsWindows)
+        {
+            VenvRunner.UpdateEnvironmentVariables(GetAmdRocmWindowsEnvVars);
+        }
+
+        // Notify user that the package is starting (loading can take a while)
+        onConsoleOutput?.Invoke(
+            new ProcessOutput { Text = "Launching Wan2GP, please wait while the UI initializes...\n" }
+        );
+
+        VenvRunner.RunDetached(
+            [Path.Combine(installLocation, options.Command ?? LaunchCommand), .. options.Arguments],
+            HandleConsoleOutput,
+            OnExit
+        );
+
+        return;
+
+        void HandleConsoleOutput(ProcessOutput s)
+        {
+            onConsoleOutput?.Invoke(s);
+
+            if (!s.Text.Contains("Running on", StringComparison.OrdinalIgnoreCase))
+                return;
+
+            var regex = new Regex(@"(https?:\/\/)([^:\s]+):(\d+)");
+            var match = regex.Match(s.Text);
+            if (match.Success)
+                WebUrl = match.Value;
+            OnStartupComplete(WebUrl);
+        }
+    }
+
+    private ImmutableDictionary<string, string> GetAmdRocmWindowsEnvVars(
+        ImmutableDictionary<string, string> env
+    )
+    {
+        var portableGitBin = new DirectoryPath(PrerequisiteHelper.GitBinPath);
+        var hipPath = Path.Combine(
+            Environment.GetFolderPath(Environment.SpecialFolder.ProgramFiles),
+            "AMD",
+            "ROCm",
+            "6.4"
+        );
+        var hipBinPath = Path.Combine(hipPath, "bin");
+
+        env = env.SetItem("HIP_PATH", hipPath);
+        env = env.SetItem("HIP_PATH_64", hipPath);
+        env = env.SetItem("GIT", portableGitBin.JoinFile("git.exe"));
+
+        if (env.TryGetValue("PATH", out var pathValue))
+        {
+            env = env.SetItem("PATH", Compat.GetEnvPathWithExtensions(hipBinPath, portableGitBin, pathValue));
+        }
+        else
+        {
+            env = env.SetItem("PATH", Compat.GetEnvPathWithExtensions(hipBinPath, portableGitBin));
+        }
+
+        return env;
+    }
+}

From a9374eefd4a560df378a8f4f33ea8140baa17e90 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Tue, 23 Dec 2025 10:12:19 -0800
Subject: [PATCH 039/218] redo numpy after forge classic installs

---
 StabilityMatrix.Core/Models/Packages/ForgeClassic.cs | 1 +
 1 file changed, 1 insertion(+)

diff --git a/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs b/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
index 2491ce382..3766f48e6 100644
--- a/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
+++ b/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
@@ -177,6 +177,7 @@ public override async Task InstallPackage(
             [
                 "https://github.com/openai/CLIP/archive/d50d76daa670286dd6cacf3bcd80b5e4823fc8e1.zip",
             ],
+            PostInstallPipArgs = ["numpy==1.26.4"],
         };
 
         await StandardPipInstallProcessAsync(

From d038885e24c0fa0fba5eb8f3bb4ea4eb7d663123 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Tue, 23 Dec 2025 10:19:24 -0800
Subject: [PATCH 040/218] Fix tests and remove unnecessary amd stuffs

---
 .../Models/Packages/Wan2GP.cs                 | 42 ++-----------------
 1 file changed, 4 insertions(+), 38 deletions(-)

diff --git a/StabilityMatrix.Core/Models/Packages/Wan2GP.cs b/StabilityMatrix.Core/Models/Packages/Wan2GP.cs
index ee570b7e5..fe2db5db1 100644
--- a/StabilityMatrix.Core/Models/Packages/Wan2GP.cs
+++ b/StabilityMatrix.Core/Models/Packages/Wan2GP.cs
@@ -41,7 +41,7 @@ IPyInstallationManager pyInstallationManager
         + "Supports Wan 2.1/2.2, Qwen, Hunyuan Video, LTX Video and Flux.";
 
     public override string LicenseType => "Apache-2.0";
-    public override string LicenseUrl => "https://github.com/deepbeepmeep/Wan2GP/blob/main/LICENSE";
+    public override string LicenseUrl => "https://github.com/deepbeepmeep/Wan2GP/blob/main/LICENSE.txt";
     public override string LaunchCommand => "wgp.py";
 
     public override Uri PreviewImageUri => new("https://cdn.lykos.ai/sm/packages/wan2gp/wan2gp.webp");
@@ -381,13 +381,6 @@ await SetupVenv(installLocation, pythonVersion: PyVersion.Parse(installedPackage
         // Fix for distutils compatibility issue with Python 3.10 and setuptools
         VenvRunner.UpdateEnvironmentVariables(env => env.SetItem("SETUPTOOLS_USE_DISTUTILS", "stdlib"));
 
-        // Set up environment variables for AMD ROCm on Windows
-        var torchIndex = installedPackage.PreferredTorchIndex ?? GetRecommendedTorchVersion();
-        if (torchIndex == TorchIndex.Rocm && Compat.IsWindows)
-        {
-            VenvRunner.UpdateEnvironmentVariables(GetAmdRocmWindowsEnvVars);
-        }
-
         // Notify user that the package is starting (loading can take a while)
         onConsoleOutput?.Invoke(
             new ProcessOutput { Text = "Launching Wan2GP, please wait while the UI initializes...\n" }
@@ -411,37 +404,10 @@ void HandleConsoleOutput(ProcessOutput s)
             var regex = new Regex(@"(https?:\/\/)([^:\s]+):(\d+)");
             var match = regex.Match(s.Text);
             if (match.Success)
+            {
                 WebUrl = match.Value;
-            OnStartupComplete(WebUrl);
+                OnStartupComplete(WebUrl);
+            }
         }
     }
-
-    private ImmutableDictionary<string, string> GetAmdRocmWindowsEnvVars(
-        ImmutableDictionary<string, string> env
-    )
-    {
-        var portableGitBin = new DirectoryPath(PrerequisiteHelper.GitBinPath);
-        var hipPath = Path.Combine(
-            Environment.GetFolderPath(Environment.SpecialFolder.ProgramFiles),
-            "AMD",
-            "ROCm",
-            "6.4"
-        );
-        var hipBinPath = Path.Combine(hipPath, "bin");
-
-        env = env.SetItem("HIP_PATH", hipPath);
-        env = env.SetItem("HIP_PATH_64", hipPath);
-        env = env.SetItem("GIT", portableGitBin.JoinFile("git.exe"));
-
-        if (env.TryGetValue("PATH", out var pathValue))
-        {
-            env = env.SetItem("PATH", Compat.GetEnvPathWithExtensions(hipBinPath, portableGitBin, pathValue));
-        }
-        else
-        {
-            env = env.SetItem("PATH", Compat.GetEnvPathWithExtensions(hipBinPath, portableGitBin));
-        }
-
-        return env;
-    }
 }

From 87d8e2305b8808c2241bce6aabc31edcf12f4567 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Tue, 23 Dec 2025 20:50:59 -0800
Subject: [PATCH 041/218] Add video thumbnail generation support using FFmpeg

---
 CHANGELOG.md                                  |   1 +
 StabilityMatrix.Avalonia/Assets.cs            |  52 +++-
 .../SelectableImageButton.axaml               |  65 +++--
 .../SelectableImageButton.cs                  |  11 +
 .../Helpers/UnixPrerequisiteHelper.cs         |  98 ++++++++
 .../Helpers/WindowsPrerequisiteHelper.cs      |  75 ++++++
 .../Services/VideoThumbnailService.cs         | 235 ++++++++++++++++++
 .../Inference/PromptCardViewModel.cs          |   2 +-
 .../OutputsPage/OutputImageViewModel.cs       |  23 +-
 .../ViewModels/OutputsPageViewModel.cs        | 120 ++++++++-
 .../Views/OutputsPage.axaml                   |   3 +-
 .../Helper/IPrerequisiteHelper.cs             |  15 ++
 .../Models/Database/LocalImageFile.cs         |  33 +++
 .../Models/Packages/ComfyUI.cs                |  14 +-
 .../Models/Packages/StableSwarm.cs            |  22 +-
 .../Models/Packages/Wan2GP.cs                 |  24 +-
 .../Services/IVideoThumbnailService.cs        |  40 +++
 17 files changed, 774 insertions(+), 59 deletions(-)
 create mode 100644 StabilityMatrix.Avalonia/Services/VideoThumbnailService.cs
 create mode 100644 StabilityMatrix.Core/Services/IVideoThumbnailService.cs

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 1dd5d654c..1c3226ac3 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -24,6 +24,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Updated to cu130 torch index for ComfyUI installs with Nvidia GPUs
 - Consolidated and fixed AMD GPU architecture detection
 - Updated SageAttention installer to latest v2.2.0-windows.post4 version
+- Videos will now appear with thumbnails in the Output browser
 ### Fixed
 - Fixed [#1450](https://github.com/LykosAI/StabilityMatrix/issues/1450) - Older SD.Next not launching due to forced `--uv` argument
 - Fixed duplicate custom node installations when installing workflows from the Workflow Browser - thanks again to @NeuralFault!
diff --git a/StabilityMatrix.Avalonia/Assets.cs b/StabilityMatrix.Avalonia/Assets.cs
index 2428142d2..3ab14c261 100644
--- a/StabilityMatrix.Avalonia/Assets.cs
+++ b/StabilityMatrix.Avalonia/Assets.cs
@@ -105,7 +105,7 @@ internal static class Assets
                 new RemoteResource
                 {
                     Url = new Uri("https://www.python.org/ftp/python/3.10.11/python-3.10.11-embed-amd64.zip"),
-                    HashSha256 = "608619f8619075629c9c69f361352a0da6ed7e62f83a0e19c63e0ea32eb7629d"
+                    HashSha256 = "608619f8619075629c9c69f361352a0da6ed7e62f83a0e19c63e0ea32eb7629d",
                 }
             ),
             (
@@ -115,7 +115,7 @@ internal static class Assets
                     Url = new Uri(
                         "https://github.com/indygreg/python-build-standalone/releases/download/20230507/cpython-3.10.11+20230507-x86_64-unknown-linux-gnu-install_only.tar.gz"
                     ),
-                    HashSha256 = "c5bcaac91bc80bfc29cf510669ecad12d506035ecb3ad85ef213416d54aecd79"
+                    HashSha256 = "c5bcaac91bc80bfc29cf510669ecad12d506035ecb3ad85ef213416d54aecd79",
                 }
             ),
             (
@@ -124,7 +124,45 @@ internal static class Assets
                 {
                     // Requires our distribution with signed dylib for gatekeeper
                     Url = new Uri("https://cdn.lykos.ai/cpython-3.10.11-macos-arm64.zip"),
-                    HashSha256 = "83c00486e0af9c460604a425e519d58e4b9604fbe7a4448efda0f648f86fb6e3"
+                    HashSha256 = "83c00486e0af9c460604a425e519d58e4b9604fbe7a4448efda0f648f86fb6e3",
+                }
+            )
+        );
+
+    /// <summary>
+    /// FFmpeg LGPL builds for video thumbnail generation.
+    /// </summary>
+    [SupportedOSPlatform("windows")]
+    [SupportedOSPlatform("linux")]
+    [SupportedOSPlatform("macos")]
+    public static RemoteResource FfmpegDownloadUrl =>
+        Compat.Switch(
+            (
+                PlatformKind.Windows | PlatformKind.X64,
+                new RemoteResource
+                {
+                    // BtbN LGPL build - ffmpeg-n7.1-latest-win64-lgpl-7.1
+                    Url = new Uri(
+                        "https://github.com/BtbN/FFmpeg-Builds/releases/download/latest/ffmpeg-n7.1-latest-win64-lgpl-7.1.zip"
+                    ),
+                }
+            ),
+            (
+                PlatformKind.Linux | PlatformKind.X64,
+                new RemoteResource
+                {
+                    // BtbN LGPL build - linux
+                    Url = new Uri(
+                        "https://github.com/BtbN/FFmpeg-Builds/releases/download/latest/ffmpeg-n7.1-latest-linux64-lgpl-7.1.tar.xz"
+                    ),
+                }
+            ),
+            (
+                PlatformKind.MacOS | PlatformKind.Arm,
+                new RemoteResource
+                {
+                    // evermeet.cx build for macOS arm64
+                    Url = new Uri("https://evermeet.cx/ffmpeg/ffmpeg-7.1.1.zip"),
                 }
             )
         );
@@ -135,18 +173,18 @@ internal static class Assets
             new RemoteResource
             {
                 Url = new Uri("https://cdn.lykos.ai/tags/danbooru.csv"),
-                HashSha256 = "b84a879f1d9c47bf4758d66542598faa565b1571122ae12e7b145da8e7a4c1c6"
+                HashSha256 = "b84a879f1d9c47bf4758d66542598faa565b1571122ae12e7b145da8e7a4c1c6",
             },
             new RemoteResource
             {
                 Url = new Uri("https://cdn.lykos.ai/tags/e621.csv"),
-                HashSha256 = "ef7ea148ad865ad936d0c1ee57f0f83de723b43056c70b07fd67dbdbb89cae35"
+                HashSha256 = "ef7ea148ad865ad936d0c1ee57f0f83de723b43056c70b07fd67dbdbb89cae35",
             },
             new RemoteResource
             {
                 Url = new Uri("https://cdn.lykos.ai/tags/danbooru_e621_merged.csv"),
-                HashSha256 = "ac405ebce8b0caae363a7ef91f89beb4b8f60a7e218deb5078833686da6d497d"
-            }
+                HashSha256 = "ac405ebce8b0caae363a7ef91f89beb4b8f60a7e218deb5078833686da6d497d",
+            },
         };
 
     public static Uri DiscordServerUrl { get; } = new("https://discord.com/invite/TUrgfECxHz");
diff --git a/StabilityMatrix.Avalonia/Controls/SelectableImageCard/SelectableImageButton.axaml b/StabilityMatrix.Avalonia/Controls/SelectableImageCard/SelectableImageButton.axaml
index bfbc310e2..ea08be458 100644
--- a/StabilityMatrix.Avalonia/Controls/SelectableImageCard/SelectableImageButton.axaml
+++ b/StabilityMatrix.Avalonia/Controls/SelectableImageCard/SelectableImageButton.axaml
@@ -1,30 +1,29 @@
-<Styles xmlns="https://github.com/avaloniaui"
-        xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
-        xmlns:selectableImageCard="clr-namespace:StabilityMatrix.Avalonia.Controls.SelectableImageCard"
-        xmlns:controls="clr-namespace:StabilityMatrix.Avalonia.Controls"
-        xmlns:controls1="clr-namespace:Avalonia.Labs.Controls;assembly=Avalonia.Labs.Controls"
-        xmlns:vendorLabs="clr-namespace:StabilityMatrix.Avalonia.Controls.VendorLabs">
+<Styles
+    xmlns="https://github.com/avaloniaui"
+    xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+    xmlns:controls="clr-namespace:StabilityMatrix.Avalonia.Controls"
+    xmlns:controls1="clr-namespace:Avalonia.Labs.Controls;assembly=Avalonia.Labs.Controls"
+    xmlns:selectableImageCard="clr-namespace:StabilityMatrix.Avalonia.Controls.SelectableImageCard"
+    xmlns:vendorLabs="clr-namespace:StabilityMatrix.Avalonia.Controls.VendorLabs">
     <Design.PreviewWith>
         <Border Padding="20">
-            <!-- Add Controls for Previewer Here -->
-            <selectableImageCard:SelectableImageButton 
-                Source="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/78fd2a0a-42b6-42b0-9815-81cb11bb3d05/00009-2423234823.jpeg" />
+            <!--  Add Controls for Previewer Here  -->
+            <selectableImageCard:SelectableImageButton Source="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/78fd2a0a-42b6-42b0-9815-81cb11bb3d05/00009-2423234823.jpeg" />
         </Border>
     </Design.PreviewWith>
 
-    <!-- Add Styles Here -->
+    <!--  Add Styles Here  -->
     <Style Selector="selectableImageCard|SelectableImageButton">
         <Setter Property="Template">
             <ControlTemplate>
-                <Grid
-                    Width="{Binding ImageWidth, RelativeSource={RelativeSource TemplatedParent}, Mode=TwoWay}"
-                    Height="{Binding ImageHeight, RelativeSource={RelativeSource TemplatedParent}, Mode=TwoWay}">
-                    <CheckBox VerticalAlignment="Top"
-                              HorizontalAlignment="Right"
-                              Margin="14,8"
-                              Padding="0"
-                              IsChecked="{Binding IsSelected, RelativeSource={RelativeSource TemplatedParent}, Mode=TwoWay}"
-                              ZIndex="100">
+                <Grid Width="{Binding ImageWidth, RelativeSource={RelativeSource TemplatedParent}, Mode=TwoWay}" Height="{Binding ImageHeight, RelativeSource={RelativeSource TemplatedParent}, Mode=TwoWay}">
+                    <CheckBox
+                        Margin="14,8"
+                        Padding="0"
+                        HorizontalAlignment="Right"
+                        VerticalAlignment="Top"
+                        IsChecked="{Binding IsSelected, RelativeSource={RelativeSource TemplatedParent}, Mode=TwoWay}"
+                        ZIndex="100">
                         <CheckBox.RenderTransform>
                             <ScaleTransform ScaleX="1.5" ScaleY="1.5" />
                         </CheckBox.RenderTransform>
@@ -37,16 +36,32 @@
                     <Button
                         Margin="0"
                         Padding="4"
-                        CornerRadius="12"
                         Command="{TemplateBinding Command}"
-                        CommandParameter="{TemplateBinding CommandParameter}">
+                        CommandParameter="{TemplateBinding CommandParameter}"
+                        CornerRadius="12">
                         <vendorLabs:BetterAsyncImage
-                            IsCacheEnabled="True"
-                            Stretch="UniformToFill"
-                            CornerRadius="8"
                             ContextFlyout="{TemplateBinding ContextFlyout}"
-                            Source="{TemplateBinding Source}" />
+                            CornerRadius="8"
+                            IsCacheEnabled="True"
+                            Source="{TemplateBinding Source}"
+                            Stretch="UniformToFill" />
                     </Button>
+                    <!--  Video Play Icon Overlay  -->
+                    <Border
+                        Padding="12"
+                        HorizontalAlignment="Center"
+                        VerticalAlignment="Center"
+                        Background="#80000000"
+                        CornerRadius="32"
+                        IsHitTestVisible="False"
+                        IsVisible="{Binding IsVideo, RelativeSource={RelativeSource TemplatedParent}}">
+                        <PathIcon
+                            Width="48"
+                            Height="48"
+                            Margin="8,4,0,4"
+                            Data="M8,5.14V19.14L19,12.14L8,5.14Z"
+                            Foreground="White" />
+                    </Border>
                 </Grid>
             </ControlTemplate>
         </Setter>
diff --git a/StabilityMatrix.Avalonia/Controls/SelectableImageCard/SelectableImageButton.cs b/StabilityMatrix.Avalonia/Controls/SelectableImageCard/SelectableImageButton.cs
index 41a69002f..3921f17b5 100644
--- a/StabilityMatrix.Avalonia/Controls/SelectableImageCard/SelectableImageButton.cs
+++ b/StabilityMatrix.Avalonia/Controls/SelectableImageCard/SelectableImageButton.cs
@@ -25,6 +25,11 @@ public class SelectableImageButton : Button
         double
     >("ImageHeight", 300);
 
+    public static readonly StyledProperty<bool> IsVideoProperty = AvaloniaProperty.Register<
+        SelectableImageButton,
+        bool
+    >("IsVideo", false);
+
     static SelectableImageButton()
     {
         AffectsRender<SelectableImageButton>(ImageWidthProperty, ImageHeightProperty);
@@ -54,4 +59,10 @@ public Uri? Source
         get => GetValue(SourceProperty);
         set => SetValue(SourceProperty, value);
     }
+
+    public bool IsVideo
+    {
+        get => GetValue(IsVideoProperty);
+        set => SetValue(IsVideoProperty, value);
+    }
 }
diff --git a/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs b/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs
index f5196fb10..6488a87e7 100644
--- a/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs
+++ b/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs
@@ -83,6 +83,17 @@ private bool IsPythonVersionInstalled(PyVersion version) =>
     private string UvExtractPath => Path.Combine(AssetsDir, "uv");
     public string UvExePath => Path.Combine(UvExtractPath, "uv");
     public bool IsUvInstalled => File.Exists(UvExePath);
+
+    // FFmpeg paths
+    private string FfmpegDownloadPath =>
+        Path.Combine(AssetsDir, Compat.IsMacOS ? "ffmpeg.zip" : "ffmpeg.tar.xz");
+    private DirectoryPath FfmpegExtractPath => AssetsDir.JoinDir("ffmpeg");
+    public string FfmpegPath =>
+        Compat.IsMacOS
+            ? Path.Combine(FfmpegExtractPath, "ffmpeg")
+            : Path.Combine(FfmpegExtractPath, "bin", "ffmpeg");
+    public bool IsFfmpegInstalled => File.Exists(FfmpegPath);
+
     public DirectoryPath DotnetDir => AssetsDir.JoinDir("dotnet");
 
     // Helper method to get Python download URL for a specific version
@@ -548,6 +559,93 @@ public async Task InstallNodeIfNecessary(IProgress<ProgressReport>? progress = n
         File.Delete(nodeDownloadPath);
     }
 
+    [SupportedOSPlatform("Linux")]
+    [SupportedOSPlatform("macOS")]
+    public async Task InstallFfmpegIfNecessary(IProgress<ProgressReport>? progress = null)
+    {
+        if (IsFfmpegInstalled)
+        {
+            Logger.Debug("FFmpeg already installed at {FfmpegPath}", FfmpegPath);
+            return;
+        }
+
+        Logger.Info("FFmpeg not found at {FfmpegPath}, downloading...", FfmpegPath);
+
+        Directory.CreateDirectory(AssetsDir);
+
+        var downloadUrl = Assets.FfmpegDownloadUrl.Url.ToString();
+
+        progress?.Report(
+            new ProgressReport(
+                progress: 0f,
+                isIndeterminate: false,
+                type: ProgressType.Download,
+                message: "Downloading FFmpeg..."
+            )
+        );
+
+        await downloadService.DownloadToFileAsync(downloadUrl, FfmpegDownloadPath, progress: progress);
+
+        progress?.Report(
+            new ProgressReport(
+                progress: 0.5f,
+                isIndeterminate: true,
+                type: ProgressType.Generic,
+                message: "Installing FFmpeg..."
+            )
+        );
+
+        // Extract to temp location first since archive has nested folder
+        var tempExtractPath = AssetsDir.JoinDir("ffmpeg-temp");
+        Directory.CreateDirectory(tempExtractPath);
+
+        await ArchiveHelper.Extract7ZAuto(FfmpegDownloadPath, tempExtractPath);
+
+        // Find the extracted directory (e.g., ffmpeg-n7.1-latest-linux64-lgpl-7.1)
+        var extractedDirs = Directory.GetDirectories(tempExtractPath);
+        if (extractedDirs.Length > 0)
+        {
+            var extractedDir = extractedDirs[0];
+
+            // Move to final location
+            if (FfmpegExtractPath.Exists)
+            {
+                await FfmpegExtractPath.DeleteAsync(true);
+            }
+            Directory.Move(extractedDir, FfmpegExtractPath);
+        }
+        else if (Compat.IsMacOS)
+        {
+            // macOS build might be a single file, not in a subdirectory
+            var ffmpegFile = Path.Combine(tempExtractPath, "ffmpeg");
+            if (File.Exists(ffmpegFile))
+            {
+                Directory.CreateDirectory(FfmpegExtractPath);
+                File.Move(ffmpegFile, FfmpegPath);
+            }
+        }
+
+        // Make executable
+        if (File.Exists(FfmpegPath))
+        {
+            var process = ProcessRunner.StartAnsiProcess("chmod", ["+x", FfmpegPath]);
+            await process.WaitForExitAsync();
+        }
+
+        // Cleanup
+        if (Directory.Exists(tempExtractPath))
+        {
+            Directory.Delete(tempExtractPath, true);
+        }
+        File.Delete(FfmpegDownloadPath);
+
+        progress?.Report(
+            new ProgressReport(progress: 1f, message: "FFmpeg install complete", type: ProgressType.Generic)
+        );
+
+        Logger.Info("FFmpeg installed successfully at {FfmpegPath}", FfmpegPath);
+    }
+
     [SupportedOSPlatform("Linux")]
     [SupportedOSPlatform("macOS")]
     public async Task InstallVirtualenvIfNecessary(
diff --git a/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs b/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
index 18ee8741f..cf74a1ff0 100644
--- a/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
+++ b/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
@@ -117,6 +117,12 @@ private string GetPythonLibraryZipPath(PyVersion version) =>
     public bool IsUvInstalled => File.Exists(UvExePath);
     private string ExpectedUvVersion => "0.8.4";
 
+    // FFmpeg paths
+    private string FfmpegDownloadPath => Path.Combine(AssetsDir, "ffmpeg.zip");
+    private string FfmpegExtractPath => Path.Combine(AssetsDir, "ffmpeg");
+    public string FfmpegPath => Path.Combine(FfmpegExtractPath, "bin", "ffmpeg.exe");
+    public bool IsFfmpegInstalled => File.Exists(FfmpegPath);
+
     public string GitBinPath => Path.Combine(PortableGitInstallDir, "bin");
     public bool IsVcBuildToolsInstalled => Directory.Exists(VcBuildToolsExistsPath);
     public bool IsHipSdkInstalled => Directory.Exists(HipInstalledPath);
@@ -731,6 +737,75 @@ public async Task InstallNodeIfNecessary(IProgress<ProgressReport>? progress = n
         }
     }
 
+    [SupportedOSPlatform("windows")]
+    public async Task InstallFfmpegIfNecessary(IProgress<ProgressReport>? progress = null)
+    {
+        if (IsFfmpegInstalled)
+        {
+            Logger.Debug("FFmpeg already installed at {FfmpegPath}", FfmpegPath);
+            return;
+        }
+
+        Logger.Info("FFmpeg not found at {FfmpegPath}, downloading...", FfmpegPath);
+
+        Directory.CreateDirectory(AssetsDir);
+
+        var downloadUrl = Assets.FfmpegDownloadUrl.Url.ToString();
+
+        progress?.Report(
+            new ProgressReport(
+                progress: 0f,
+                isIndeterminate: false,
+                type: ProgressType.Download,
+                message: "Downloading FFmpeg..."
+            )
+        );
+
+        await downloadService.DownloadToFileAsync(downloadUrl, FfmpegDownloadPath, progress: progress);
+
+        progress?.Report(
+            new ProgressReport(
+                progress: 0.5f,
+                isIndeterminate: true,
+                type: ProgressType.Generic,
+                message: "Installing FFmpeg..."
+            )
+        );
+
+        // Extract to temp location first since archive has nested folder
+        var tempExtractPath = Path.Combine(AssetsDir, "ffmpeg-temp");
+        Directory.CreateDirectory(tempExtractPath);
+
+        await ArchiveHelper.Extract(FfmpegDownloadPath, tempExtractPath, progress);
+
+        // Find the extracted directory (e.g., ffmpeg-n7.1-latest-win64-lgpl-7.1)
+        var extractedDirs = Directory.GetDirectories(tempExtractPath);
+        if (extractedDirs.Length > 0)
+        {
+            var extractedDir = extractedDirs[0];
+
+            // Move to final location
+            if (Directory.Exists(FfmpegExtractPath))
+            {
+                Directory.Delete(FfmpegExtractPath, true);
+            }
+            Directory.Move(extractedDir, FfmpegExtractPath);
+        }
+
+        // Cleanup
+        if (Directory.Exists(tempExtractPath))
+        {
+            Directory.Delete(tempExtractPath, true);
+        }
+        File.Delete(FfmpegDownloadPath);
+
+        progress?.Report(
+            new ProgressReport(progress: 1f, message: "FFmpeg install complete", type: ProgressType.Generic)
+        );
+
+        Logger.Info("FFmpeg installed successfully at {FfmpegPath}", FfmpegPath);
+    }
+
     [SupportedOSPlatform("windows")]
     public async Task InstallDotnetIfNecessary(IProgress<ProgressReport>? progress = null)
     {
diff --git a/StabilityMatrix.Avalonia/Services/VideoThumbnailService.cs b/StabilityMatrix.Avalonia/Services/VideoThumbnailService.cs
new file mode 100644
index 000000000..a6613a2df
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Services/VideoThumbnailService.cs
@@ -0,0 +1,235 @@
+using System.Security.Cryptography;
+using System.Text;
+using Injectio.Attributes;
+using Microsoft.Extensions.Logging;
+using StabilityMatrix.Core.Helper;
+using StabilityMatrix.Core.Models.Progress;
+using StabilityMatrix.Core.Processes;
+using StabilityMatrix.Core.Services;
+
+namespace StabilityMatrix.Avalonia.Services;
+
+/// <summary>
+/// Service for generating video thumbnails using FFmpeg.
+/// </summary>
+[RegisterSingleton<IVideoThumbnailService, VideoThumbnailService>]
+public class VideoThumbnailService(
+    ILogger<VideoThumbnailService> logger,
+    IPrerequisiteHelper prerequisiteHelper
+) : IVideoThumbnailService
+{
+    private static readonly HashSet<string> VideoExtensions = new(StringComparer.OrdinalIgnoreCase)
+    {
+        ".mp4",
+        ".webm",
+        ".mov",
+        ".avi",
+        ".mkv",
+    };
+
+    // Semaphore to prevent multiple concurrent FFmpeg installations
+    private static readonly SemaphoreSlim FfmpegInstallLock = new(1, 1);
+
+    public IReadOnlySet<string> SupportedVideoExtensions => VideoExtensions;
+
+    /// <inheritdoc />
+    public bool IsVideoFile(string filePath)
+    {
+        var extension = Path.GetExtension(filePath);
+        return VideoExtensions.Contains(extension);
+    }
+
+    /// <inheritdoc />
+    public async Task EnsureFfmpegInstalledAsync(IProgress<ProgressReport>? progress = null)
+    {
+        if (!prerequisiteHelper.IsFfmpegInstalled)
+        {
+            await prerequisiteHelper.InstallFfmpegIfNecessary(progress).ConfigureAwait(false);
+        }
+    }
+
+    /// <inheritdoc />
+    public string? GetExistingThumbnailPath(string videoPath)
+    {
+        if (!File.Exists(videoPath))
+        {
+            return null;
+        }
+
+        var videoDir = Path.GetDirectoryName(videoPath);
+        if (string.IsNullOrEmpty(videoDir))
+        {
+            return null;
+        }
+
+        var thumbnailsDir = Path.Combine(videoDir, ".sm-video-thumbs");
+        var thumbnailName = GetThumbnailName(videoPath);
+        var thumbnailPath = Path.Combine(thumbnailsDir, thumbnailName);
+
+        return File.Exists(thumbnailPath) ? thumbnailPath : null;
+    }
+
+    /// <inheritdoc />
+    public async Task<string?> GetOrCreateThumbnailAsync(
+        string videoPath,
+        CancellationToken cancellationToken = default
+    )
+    {
+        if (!File.Exists(videoPath))
+        {
+            logger.LogWarning("Video file not found: {VideoPath}", videoPath);
+            return null;
+        }
+
+        // Ensure FFmpeg is available - install if needed
+        if (!prerequisiteHelper.IsFfmpegInstalled)
+        {
+            // Use semaphore to prevent multiple concurrent install attempts
+            await FfmpegInstallLock.WaitAsync(cancellationToken).ConfigureAwait(false);
+            try
+            {
+                // Double-check after acquiring lock
+                if (!prerequisiteHelper.IsFfmpegInstalled)
+                {
+                    logger.LogInformation("FFmpeg not installed, downloading...");
+                    await prerequisiteHelper.InstallFfmpegIfNecessary().ConfigureAwait(false);
+                }
+            }
+            catch (Exception ex)
+            {
+                logger.LogWarning(ex, "Failed to install FFmpeg");
+                return null;
+            }
+            finally
+            {
+                FfmpegInstallLock.Release();
+            }
+
+            // Verify installation succeeded
+            if (!prerequisiteHelper.IsFfmpegInstalled)
+            {
+                logger.LogWarning("FFmpeg installation failed");
+                return null;
+            }
+        }
+
+        // Get the directory containing the video
+        var videoDir = Path.GetDirectoryName(videoPath);
+        if (string.IsNullOrEmpty(videoDir))
+        {
+            return null;
+        }
+
+        // Create thumbnails directory if needed (use distinct name to avoid WebUI conflicts)
+        var thumbnailsDir = Path.Combine(videoDir, ".sm-video-thumbs");
+        Directory.CreateDirectory(thumbnailsDir);
+
+        // Generate a unique thumbnail name based on video filename and size
+        var thumbnailName = GetThumbnailName(videoPath);
+        var thumbnailPath = Path.Combine(thumbnailsDir, thumbnailName);
+
+        // Return existing thumbnail if it exists
+        if (File.Exists(thumbnailPath))
+        {
+            return thumbnailPath;
+        }
+
+        // Generate thumbnail using FFmpeg
+        try
+        {
+            var result = await GenerateThumbnailAsync(videoPath, thumbnailPath, cancellationToken)
+                .ConfigureAwait(false);
+
+            return result ? thumbnailPath : null;
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to generate thumbnail for {VideoPath}", videoPath);
+            return null;
+        }
+    }
+
+    private string GetThumbnailName(string videoPath)
+    {
+        // Create a hash based on full path and file size for uniqueness
+        // Use only the hash for the filename to avoid MAX_PATH issues with long video names
+        var fileInfo = new FileInfo(videoPath);
+        var hashInput = $"{videoPath}_{fileInfo.Length}";
+        var hashBytes = SHA256.HashData(Encoding.UTF8.GetBytes(hashInput));
+        var hashString = Convert.ToHexString(hashBytes)[..16]; // Use first 16 chars
+
+        return $"thumb_{hashString}.jpg";
+    }
+
+    private async Task<bool> GenerateThumbnailAsync(
+        string videoPath,
+        string thumbnailPath,
+        CancellationToken cancellationToken
+    )
+    {
+        var ffmpegPath = prerequisiteHelper.FfmpegPath;
+
+        // FFmpeg command to extract first frame as JPEG
+        // -nostdin: don't wait for stdin (prevents hanging)
+        // -loglevel error: reduce output to prevent pipe buffer issues
+        // -hide_banner: don't print version info
+        // -y: overwrite output
+        // -i: input file
+        // -vframes 1: extract only 1 frame
+        // -q:v 2: quality (2 is high quality)
+        // -vf "scale=300:-1": scale to 300px width, maintain aspect ratio
+        var args = new ProcessArgsBuilder()
+            .AddArg("-nostdin")
+            .AddArg("-loglevel")
+            .AddArg("error")
+            .AddArg("-hide_banner")
+            .AddArg("-y")
+            .AddArg("-i")
+            .AddArg(videoPath)
+            .AddArg("-vframes")
+            .AddArg("1")
+            .AddArg("-q:v")
+            .AddArg("2")
+            .AddArg("-vf")
+            .AddArg("scale=300:-1")
+            .AddArg(thumbnailPath);
+
+        logger.LogInformation("Running FFmpeg: {FfmpegPath} {Args}", ffmpegPath, args);
+
+        try
+        {
+            var result = await ProcessRunner
+                .GetProcessResultAsync(ffmpegPath, args.ToProcessArgs())
+                .ConfigureAwait(false);
+
+            logger.LogInformation(
+                "FFmpeg completed for {Video}: ExitCode={ExitCode}",
+                Path.GetFileName(videoPath),
+                result.ExitCode
+            );
+
+            if (result.ExitCode != 0)
+            {
+                logger.LogWarning(
+                    "FFmpeg exited with code {ExitCode}: {StdErr}",
+                    result.ExitCode,
+                    result.StandardError
+                );
+                return false;
+            }
+
+            var exists = File.Exists(thumbnailPath);
+            logger.LogInformation(
+                "Thumbnail created: {ThumbnailPath}, Exists: {Exists}",
+                thumbnailPath,
+                exists
+            );
+            return exists;
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "FFmpeg process failed for {Video}", videoPath);
+            throw;
+        }
+    }
+}
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/PromptCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/PromptCardViewModel.cs
index 84b139c69..40eb2ac8b 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/PromptCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/PromptCardViewModel.cs
@@ -280,7 +280,7 @@ private void SetTokenThreshold()
         if (accountsService.LykosStatus is not { User: not null } status)
             return;
 
-        if (status.User.Roles.Count is 1 && status.User.Roles.Contains(LykosRole.Basic.ToString()))
+        if (status.User.Roles.Count is 1 && status.User.Roles.Contains(nameof(LykosRole.Basic)))
         {
             LowTokenThreshold = 25;
         }
diff --git a/StabilityMatrix.Avalonia/ViewModels/OutputsPage/OutputImageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/OutputsPage/OutputImageViewModel.cs
index f4b98a0c5..ef53dada3 100644
--- a/StabilityMatrix.Avalonia/ViewModels/OutputsPage/OutputImageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/OutputsPage/OutputImageViewModel.cs
@@ -1,14 +1,23 @@
-using StabilityMatrix.Avalonia.ViewModels.Base;
+using CommunityToolkit.Mvvm.ComponentModel;
+using StabilityMatrix.Avalonia.ViewModels.Base;
 using StabilityMatrix.Core.Models.Database;
 
 namespace StabilityMatrix.Avalonia.ViewModels.OutputsPage;
 
-public class OutputImageViewModel : SelectableViewModelBase
+public partial class OutputImageViewModel(LocalImageFile imageFile) : SelectableViewModelBase
 {
-    public OutputImageViewModel(LocalImageFile imageFile)
-    {
-        ImageFile = imageFile;
-    }
+    public LocalImageFile ImageFile { get; } = imageFile;
 
-    public LocalImageFile ImageFile { get; }
+    /// <summary>
+    /// Thumbnail path for video files. Set asynchronously after thumbnail generation.
+    /// </summary>
+    [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(DisplayPath))]
+    public partial string? ThumbnailPath { get; set; }
+
+    /// <summary>
+    /// Path to display - uses thumbnail for videos, original path for images.
+    /// </summary>
+    public string DisplayPath =>
+        ImageFile.IsVideo && ThumbnailPath != null ? ThumbnailPath : ImageFile.AbsolutePath;
 }
diff --git a/StabilityMatrix.Avalonia/ViewModels/OutputsPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/OutputsPageViewModel.cs
index f99fe457a..bc57ab022 100644
--- a/StabilityMatrix.Avalonia/ViewModels/OutputsPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/OutputsPageViewModel.cs
@@ -57,6 +57,9 @@ public partial class OutputsPageViewModel : PageViewModelBase
     private readonly ILogger<OutputsPageViewModel> logger;
     private readonly List<CancellationTokenSource> cancellationTokenSources = [];
     private readonly IServiceManager<ViewModelBase> vmFactory;
+    private readonly IVideoThumbnailService videoThumbnailService;
+
+    private int pendingThumbnails = 0;
 
     public override string Title => Resources.Label_OutputsPageTitle;
 
@@ -109,7 +112,19 @@ public partial class OutputsPageViewModel : PageViewModelBase
             ? Resources.Label_OneImageSelected
             : string.Format(Resources.Label_NumImagesSelected, NumItemsSelected);
 
-    private string[] allowedExtensions = [".png", ".webp", ".jpg", ".jpeg", ".gif"];
+    private string[] allowedExtensions =
+    [
+        ".png",
+        ".webp",
+        ".jpg",
+        ".jpeg",
+        ".gif",
+        ".mp4",
+        ".webm",
+        ".mov",
+        ".avi",
+        ".mkv",
+    ];
 
     private TreeViewDirectory? lastOutputCategory;
 
@@ -119,7 +134,8 @@ public OutputsPageViewModel(
         INotificationService notificationService,
         INavigationService<MainWindowViewModel> navigationService,
         ILogger<OutputsPageViewModel> logger,
-        IServiceManager<ViewModelBase> vmFactory
+        IServiceManager<ViewModelBase> vmFactory,
+        IVideoThumbnailService videoThumbnailService
     )
     {
         this.settingsManager = settingsManager;
@@ -128,6 +144,7 @@ IServiceManager<ViewModelBase> vmFactory
         this.navigationService = navigationService;
         this.logger = logger;
         this.vmFactory = vmFactory;
+        this.videoThumbnailService = videoThumbnailService;
 
         var searcher = new ImageSearcher();
 
@@ -142,7 +159,27 @@ IServiceManager<ViewModelBase> vmFactory
             .Connect()
             .DeferUntilLoaded()
             .Filter(searchPredicate)
-            .Transform(file => new OutputImageViewModel(file))
+            .Transform(file =>
+            {
+                var vm = new OutputImageViewModel(file);
+                // For video files, check for existing thumbnail immediately (sync)
+                // Then kick off async generation if needed
+                if (file.IsVideo)
+                {
+                    // Check if thumbnail already exists (sync - for immediate display)
+                    var existingThumb = videoThumbnailService.GetExistingThumbnailPath(file.AbsolutePath);
+                    if (existingThumb != null)
+                    {
+                        vm.ThumbnailPath = existingThumb;
+                    }
+                    else
+                    {
+                        // Kick off async thumbnail generation
+                        _ = GenerateVideoThumbnailAsync(vm);
+                    }
+                }
+                return vm;
+            })
             .Sort(
                 SortExpressionComparer<OutputImageViewModel>
                     .Descending(vm => vm.ImageFile.CreatedAt)
@@ -260,6 +297,13 @@ public Task OnImageClick(OutputImageViewModel item)
 
     public async Task ShowImageDialog(OutputImageViewModel item)
     {
+        // If it's a video file, open with system player
+        if (item.ImageFile.IsVideo)
+        {
+            ProcessRunner.OpenUrl(item.ImageFile.AbsolutePath);
+            return;
+        }
+
         var currentIndex = Outputs.IndexOf(item);
 
         var image = new ImageSource(new FilePath(item.ImageFile.AbsolutePath));
@@ -618,6 +662,11 @@ private void GetOutputs(string directory)
                         StringComparison.OrdinalIgnoreCase
                     )
                         is false
+                    && new FilePath(file).Info.DirectoryName?.EndsWith(
+                        ".sm-video-thumbs",
+                        StringComparison.OrdinalIgnoreCase
+                    )
+                        is false
                 )
                 .Select(file => LocalImageFile.FromPath(file))
                 .ToList();
@@ -714,7 +763,14 @@ private ObservableCollection<TreeViewDirectory> GetSubfolders(string strPath)
 
         foreach (var dir in directories)
         {
-            var category = new TreeViewDirectory { Name = Path.GetFileName(dir), Path = dir };
+            // Skip thumbnail directories
+            var dirName = Path.GetFileName(dir);
+            if (dirName.Equals(".sm-video-thumbs", StringComparison.OrdinalIgnoreCase))
+            {
+                continue;
+            }
+
+            var category = new TreeViewDirectory { Name = dirName, Path = dir };
 
             if (Directory.GetDirectories(dir, "*", EnumerationOptionConstants.TopLevelOnly).Length > 0)
             {
@@ -799,4 +855,60 @@ private bool FindAndExpandPathToCategory(IEnumerable<TreeViewDirectory> nodes, s
 
         return false; // Target was not found in this collection of nodes.
     }
+
+    /// <summary>
+    /// Generates a thumbnail for a video file and updates the ViewModel.
+    /// </summary>
+    private async Task GenerateVideoThumbnailAsync(OutputImageViewModel vm)
+    {
+        logger.LogInformation("Starting thumbnail generation for video: {Path}", vm.ImageFile.FileName);
+
+        // Track pending thumbnails and show notification
+        var count = Interlocked.Increment(ref pendingThumbnails);
+        if (count == 1)
+        {
+            notificationService.Show(
+                "Generating Video Thumbnails",
+                "Creating thumbnails for video files...",
+                NotificationType.Information
+            );
+        }
+
+        try
+        {
+            var thumbnailPath = await videoThumbnailService
+                .GetOrCreateThumbnailAsync(vm.ImageFile.AbsolutePath)
+                .ConfigureAwait(false);
+
+            logger.LogInformation(
+                "Thumbnail result for {Video}: {ThumbnailPath}",
+                vm.ImageFile.FileName,
+                thumbnailPath ?? "(null)"
+            );
+
+            if (thumbnailPath != null)
+            {
+                // Update on UI thread
+                await Dispatcher.UIThread.InvokeAsync(() =>
+                {
+                    logger.LogInformation(
+                        "Setting ThumbnailPath for {Video} to {Path}",
+                        vm.ImageFile.FileName,
+                        thumbnailPath
+                    );
+                    vm.ThumbnailPath = thumbnailPath;
+                    logger.LogInformation("DisplayPath is now: {DisplayPath}", vm.DisplayPath);
+                });
+            }
+        }
+        catch (Exception ex)
+        {
+            logger.LogWarning(ex, "Failed to generate thumbnail for {Path}", vm.ImageFile.AbsolutePath);
+        }
+        finally
+        {
+            // Decrement counter
+            Interlocked.Decrement(ref pendingThumbnails);
+        }
+    }
 }
diff --git a/StabilityMatrix.Avalonia/Views/OutputsPage.axaml b/StabilityMatrix.Avalonia/Views/OutputsPage.axaml
index eff51c8a6..6aed5367c 100644
--- a/StabilityMatrix.Avalonia/Views/OutputsPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/OutputsPage.axaml
@@ -265,7 +265,8 @@
                                 ImageHeight="300"
                                 ImageWidth="300"
                                 IsSelected="{Binding IsSelected}"
-                                Source="{Binding ImageFile.AbsolutePath, Converter={StaticResource FileUriConverter}}">
+                                IsVideo="{Binding ImageFile.IsVideo}"
+                                Source="{Binding DisplayPath, Converter={StaticResource FileUriConverter}}">
                                 <selectableImageCard:SelectableImageButton.ContextFlyout>
                                     <ui:FAMenuFlyout>
                                         <ui:MenuFlyoutItem
diff --git a/StabilityMatrix.Core/Helper/IPrerequisiteHelper.cs b/StabilityMatrix.Core/Helper/IPrerequisiteHelper.cs
index b26319220..ec41ebd92 100644
--- a/StabilityMatrix.Core/Helper/IPrerequisiteHelper.cs
+++ b/StabilityMatrix.Core/Helper/IPrerequisiteHelper.cs
@@ -23,6 +23,21 @@ public interface IPrerequisiteHelper
     string UvExePath { get; }
     bool IsUvInstalled { get; }
     DirectoryPath DotnetDir { get; }
+
+    /// <summary>
+    /// Path to ffmpeg executable.
+    /// </summary>
+    string FfmpegPath { get; }
+
+    /// <summary>
+    /// Whether ffmpeg is installed.
+    /// </summary>
+    bool IsFfmpegInstalled { get; }
+
+    /// <summary>
+    /// Install ffmpeg if not already installed.
+    /// </summary>
+    Task InstallFfmpegIfNecessary(IProgress<ProgressReport>? progress = null);
     Task UnpackResourcesIfNecessary(IProgress<ProgressReport>? progress = null);
     Task InstallGitIfNecessary(IProgress<ProgressReport>? progress = null);
     Task InstallPythonIfNecessary(IProgress<ProgressReport>? progress = null);
diff --git a/StabilityMatrix.Core/Models/Database/LocalImageFile.cs b/StabilityMatrix.Core/Models/Database/LocalImageFile.cs
index 935ad012e..b5bd70cf5 100644
--- a/StabilityMatrix.Core/Models/Database/LocalImageFile.cs
+++ b/StabilityMatrix.Core/Models/Database/LocalImageFile.cs
@@ -51,6 +51,16 @@ public record LocalImageFile
     /// </summary>
     public string FileNameWithoutExtension => Path.GetFileNameWithoutExtension(AbsolutePath);
 
+    /// <summary>
+    /// Whether this file is a video file based on extension.
+    /// </summary>
+    public bool IsVideo => SupportedVideoExtensions.Contains(Path.GetExtension(AbsolutePath));
+
+    /// <summary>
+    /// Optional path to a thumbnail image for video files.
+    /// </summary>
+    public string? ThumbnailPath { get; init; }
+
     public (
         string? Parameters,
         string? ParametersJson,
@@ -164,6 +174,20 @@ public static LocalImageFile FromPath(FilePath filePath)
             };
         }
 
+        // Handle video files - no image metadata, just file info
+        if (SupportedVideoExtensions.Contains(filePath.Extension))
+        {
+            filePath.Info.Refresh();
+
+            return new LocalImageFile
+            {
+                AbsolutePath = filePath,
+                ImageType = imageType,
+                CreatedAt = filePath.Info.CreationTimeUtc,
+                LastModifiedAt = filePath.Info.LastWriteTimeUtc,
+            };
+        }
+
         using var fs = new FileStream(filePath, FileMode.Open, FileAccess.Read);
         using var ms = new SKManagedStream(fs);
         var codec = SKCodec.Create(ms);
@@ -186,4 +210,13 @@ public static LocalImageFile FromPath(FilePath filePath)
         ".gif",
         ".webp",
     ];
+
+    public static readonly HashSet<string> SupportedVideoExtensions = new(StringComparer.OrdinalIgnoreCase)
+    {
+        ".mp4",
+        ".webm",
+        ".mov",
+        ".avi",
+        ".mkv",
+    };
 }
diff --git a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
index b4ecfd29f..ebefcdf22 100644
--- a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
+++ b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
@@ -867,7 +867,19 @@ private async Task InstallNunchaku(InstalledPackage? installedPackage)
 
     private ImmutableDictionary<string, string> GetEnvVars(ImmutableDictionary<string, string> env)
     {
-        // if we're not on windows or we don't have a windows rocm gpu, return original env
+        // Add FFmpeg to PATH if it's installed (optional - for video processing)
+        if (PrerequisiteHelper.IsFfmpegInstalled)
+        {
+            var ffmpegDir = Path.GetDirectoryName(PrerequisiteHelper.FfmpegPath);
+            if (!string.IsNullOrEmpty(ffmpegDir))
+            {
+                var currentPath =
+                    env.GetValueOrDefault("PATH") ?? Environment.GetEnvironmentVariable("PATH") ?? "";
+                env = env.SetItem("PATH", Compat.GetEnvPathWithExtensions(ffmpegDir, currentPath));
+            }
+        }
+
+        // if we're not on windows or we don't have a windows rocm gpu, return env as-is
         var hasRocmGpu =
             SettingsManager.Settings.PreferredGpu?.IsWindowsRocmSupportedGpu()
             ?? HardwareHelper.HasWindowsRocmSupportedGpu();
diff --git a/StabilityMatrix.Core/Models/Packages/StableSwarm.cs b/StabilityMatrix.Core/Models/Packages/StableSwarm.cs
index af83af171..1af332565 100644
--- a/StabilityMatrix.Core/Models/Packages/StableSwarm.cs
+++ b/StabilityMatrix.Core/Models/Packages/StableSwarm.cs
@@ -384,19 +384,21 @@ public override async Task RunPackage(
             ["DOTNET_ROOT"] = dotnetDir.FullPath,
         };
 
-        if (aspEnvVars.TryGetValue("PATH", out var pathValue))
-        {
-            aspEnvVars["PATH"] = Compat.GetEnvPathWithExtensions(
-                dotnetDir.FullPath,
-                portableGitBin,
-                pathValue
-            );
-        }
-        else
+        // Build PATH with required directories
+        var pathDirs = new List<string> { dotnetDir.FullPath, portableGitBin };
+
+        // Add FFmpeg to PATH if it's installed (optional - for video processing)
+        if (PrerequisiteHelper.IsFfmpegInstalled)
         {
-            aspEnvVars["PATH"] = Compat.GetEnvPathWithExtensions(dotnetDir.FullPath, portableGitBin);
+            var ffmpegDir = Path.GetDirectoryName(PrerequisiteHelper.FfmpegPath);
+            if (!string.IsNullOrEmpty(ffmpegDir))
+            {
+                pathDirs.Add(ffmpegDir);
+            }
         }
 
+        aspEnvVars["PATH"] = Compat.GetEnvPathWithExtensions([.. pathDirs]);
+
         aspEnvVars.Update(settingsManager.Settings.EnvironmentVariables);
 
         void HandleConsoleOutput(ProcessOutput s)
diff --git a/StabilityMatrix.Core/Models/Packages/Wan2GP.cs b/StabilityMatrix.Core/Models/Packages/Wan2GP.cs
index fe2db5db1..ad78da1aa 100644
--- a/StabilityMatrix.Core/Models/Packages/Wan2GP.cs
+++ b/StabilityMatrix.Core/Models/Packages/Wan2GP.cs
@@ -68,7 +68,7 @@ IPyInstallationManager pyInstallationManager
 
     public override string Disclaimer =>
         IsAmdRocm && Compat.IsWindows
-            ? "AMD GPU support on Windows is experimental. Supported GPUs: 7900(XT), 7800(XT), 7600(XT), Phoenix, 9070(XT) and Strix Halo."
+            ? "AMD GPU support on Windows is experimental and may not work on all systems."
             : string.Empty;
 
     /// <summary>
@@ -378,8 +378,26 @@ public override async Task RunPackage(
         await SetupVenv(installLocation, pythonVersion: PyVersion.Parse(installedPackage.PythonVersion))
             .ConfigureAwait(false);
 
-        // Fix for distutils compatibility issue with Python 3.10 and setuptools
-        VenvRunner.UpdateEnvironmentVariables(env => env.SetItem("SETUPTOOLS_USE_DISTUTILS", "stdlib"));
+        // Set environment variables
+        VenvRunner.UpdateEnvironmentVariables(env =>
+        {
+            // Fix for distutils compatibility issue with Python 3.10 and setuptools
+            env = env.SetItem("SETUPTOOLS_USE_DISTUTILS", "stdlib");
+
+            // Add FFmpeg to PATH if it's installed (optional - for video processing)
+            if (!PrerequisiteHelper.IsFfmpegInstalled)
+                return env;
+
+            var ffmpegDir = Path.GetDirectoryName(PrerequisiteHelper.FfmpegPath);
+            if (string.IsNullOrEmpty(ffmpegDir))
+                return env;
+
+            var currentPath =
+                env.GetValueOrDefault("PATH") ?? Environment.GetEnvironmentVariable("PATH") ?? "";
+            env = env.SetItem("PATH", Compat.GetEnvPathWithExtensions(ffmpegDir, currentPath));
+
+            return env;
+        });
 
         // Notify user that the package is starting (loading can take a while)
         onConsoleOutput?.Invoke(
diff --git a/StabilityMatrix.Core/Services/IVideoThumbnailService.cs b/StabilityMatrix.Core/Services/IVideoThumbnailService.cs
new file mode 100644
index 000000000..e4d8aedf1
--- /dev/null
+++ b/StabilityMatrix.Core/Services/IVideoThumbnailService.cs
@@ -0,0 +1,40 @@
+using StabilityMatrix.Core.Models.Progress;
+
+namespace StabilityMatrix.Core.Services;
+
+/// <summary>
+/// Service for generating video thumbnails using FFmpeg.
+/// </summary>
+public interface IVideoThumbnailService
+{
+    /// <summary>
+    /// Supported video file extensions.
+    /// </summary>
+    IReadOnlySet<string> SupportedVideoExtensions { get; }
+
+    /// <summary>
+    /// Check if a file path represents a video file based on extension.
+    /// </summary>
+    bool IsVideoFile(string filePath);
+
+    /// <summary>
+    /// Get or create a thumbnail for a video file.
+    /// </summary>
+    /// <param name="videoPath">Absolute path to the video file.</param>
+    /// <param name="cancellationToken">Cancellation token.</param>
+    /// <returns>Absolute path to the thumbnail image, or null if generation failed.</returns>
+    Task<string?> GetOrCreateThumbnailAsync(string videoPath, CancellationToken cancellationToken = default);
+
+    /// <summary>
+    /// Gets the thumbnail path if it already exists (synchronous, no generation).
+    /// Use this for initial display to avoid async delays.
+    /// </summary>
+    /// <param name="videoPath">Absolute path to the video file.</param>
+    /// <returns>Absolute path to the thumbnail if it exists, otherwise null.</returns>
+    string? GetExistingThumbnailPath(string videoPath);
+
+    /// <summary>
+    /// Ensures FFmpeg is installed before using the service.
+    /// </summary>
+    Task EnsureFfmpegInstalledAsync(IProgress<ProgressReport>? progress = null);
+}

From 34f64b268586ea5d148e8c107464039adc5b2a34 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Tue, 23 Dec 2025 21:07:43 -0800
Subject: [PATCH 042/218] Add SHA256 hashes for FFmpeg downloads and improve
 thumbnail generation error handling

---
 StabilityMatrix.Avalonia/Assets.cs                          | 3 +++
 StabilityMatrix.Avalonia/ViewModels/OutputsPageViewModel.cs | 3 ++-
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/StabilityMatrix.Avalonia/Assets.cs b/StabilityMatrix.Avalonia/Assets.cs
index 3ab14c261..b5f5287d5 100644
--- a/StabilityMatrix.Avalonia/Assets.cs
+++ b/StabilityMatrix.Avalonia/Assets.cs
@@ -145,6 +145,7 @@ internal static class Assets
                     Url = new Uri(
                         "https://github.com/BtbN/FFmpeg-Builds/releases/download/latest/ffmpeg-n7.1-latest-win64-lgpl-7.1.zip"
                     ),
+                    HashSha256 = "a77ecdc794d67401f3e4976f8856065f7762d74afd16f9c7b777ff0291a7bcaa",
                 }
             ),
             (
@@ -155,6 +156,7 @@ internal static class Assets
                     Url = new Uri(
                         "https://github.com/BtbN/FFmpeg-Builds/releases/download/latest/ffmpeg-n7.1-latest-linux64-lgpl-7.1.tar.xz"
                     ),
+                    HashSha256 = "d7d691dfa3a6d0a75362c02274a80a1f9635bd67908561aae31ee538853ab8ce",
                 }
             ),
             (
@@ -163,6 +165,7 @@ internal static class Assets
                 {
                     // evermeet.cx build for macOS arm64
                     Url = new Uri("https://evermeet.cx/ffmpeg/ffmpeg-7.1.1.zip"),
+                    HashSha256 = "8d7917c1cebd7a29e68c0a0a6cc4ecc3fe05c7fffed958636c7018b319afdda4",
                 }
             )
         );
diff --git a/StabilityMatrix.Avalonia/ViewModels/OutputsPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/OutputsPageViewModel.cs
index bc57ab022..3101ef0fd 100644
--- a/StabilityMatrix.Avalonia/ViewModels/OutputsPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/OutputsPageViewModel.cs
@@ -175,7 +175,8 @@ IVideoThumbnailService videoThumbnailService
                     else
                     {
                         // Kick off async thumbnail generation
-                        _ = GenerateVideoThumbnailAsync(vm);
+                        GenerateVideoThumbnailAsync(vm)
+                            .SafeFireAndForget(ex => logger.LogError(ex, "Error generating video thumbnail"));
                     }
                 }
                 return vm;

From 4eb1b79f8c37545534eaf78a86a55f296b72df69 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Tue, 23 Dec 2025 21:22:46 -0800
Subject: [PATCH 043/218] Exclude video thumbnail directories from image file
 enumeration

---
 StabilityMatrix.Core/Services/ImageIndexService.cs | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/StabilityMatrix.Core/Services/ImageIndexService.cs b/StabilityMatrix.Core/Services/ImageIndexService.cs
index 903e1b083..2bf09a80d 100644
--- a/StabilityMatrix.Core/Services/ImageIndexService.cs
+++ b/StabilityMatrix.Core/Services/ImageIndexService.cs
@@ -27,7 +27,7 @@ public ImageIndexService(ILogger<ImageIndexService> logger, ISettingsManager set
 
         InferenceImages = new IndexCollection<LocalImageFile, string>(this, file => file.AbsolutePath)
         {
-            RelativePath = "Inference"
+            RelativePath = "Inference",
         };
 
         EventManager.Instance.ImageFileAdded += OnImageFileAdded;
@@ -61,7 +61,8 @@ await Task.Run(() =>
             {
                 var files = searchDir
                     .EnumerateFiles("*", EnumerationOptionConstants.AllDirectories)
-                    .Where(file => LocalImageFile.SupportedImageExtensions.Contains(file.Extension));
+                    .Where(file => LocalImageFile.SupportedImageExtensions.Contains(file.Extension))
+                    .Where(file => !file.FullPath.Contains(".sm-video-thumbs")); // Exclude video thumbnail directories
 
                 Parallel.ForEach(
                     files,

From 3130de3aa12257fce60810eb23361403a2cea090 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Tue, 23 Dec 2025 21:35:50 -0800
Subject: [PATCH 044/218] Rename video thumbnail directory from
 '.sm-video-thumbs' to '.sm-thumbs'

---
 StabilityMatrix.Avalonia/Services/VideoThumbnailService.cs  | 4 ++--
 StabilityMatrix.Avalonia/ViewModels/OutputsPageViewModel.cs | 4 ++--
 StabilityMatrix.Core/Services/ImageIndexService.cs          | 2 +-
 3 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Services/VideoThumbnailService.cs b/StabilityMatrix.Avalonia/Services/VideoThumbnailService.cs
index a6613a2df..0dbb3b01b 100644
--- a/StabilityMatrix.Avalonia/Services/VideoThumbnailService.cs
+++ b/StabilityMatrix.Avalonia/Services/VideoThumbnailService.cs
@@ -62,7 +62,7 @@ public async Task EnsureFfmpegInstalledAsync(IProgress<ProgressReport>? progress
             return null;
         }
 
-        var thumbnailsDir = Path.Combine(videoDir, ".sm-video-thumbs");
+        var thumbnailsDir = Path.Combine(videoDir, ".sm-thumbs");
         var thumbnailName = GetThumbnailName(videoPath);
         var thumbnailPath = Path.Combine(thumbnailsDir, thumbnailName);
 
@@ -121,7 +121,7 @@ public async Task EnsureFfmpegInstalledAsync(IProgress<ProgressReport>? progress
         }
 
         // Create thumbnails directory if needed (use distinct name to avoid WebUI conflicts)
-        var thumbnailsDir = Path.Combine(videoDir, ".sm-video-thumbs");
+        var thumbnailsDir = Path.Combine(videoDir, ".sm-thumbs");
         Directory.CreateDirectory(thumbnailsDir);
 
         // Generate a unique thumbnail name based on video filename and size
diff --git a/StabilityMatrix.Avalonia/ViewModels/OutputsPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/OutputsPageViewModel.cs
index 3101ef0fd..905ae2783 100644
--- a/StabilityMatrix.Avalonia/ViewModels/OutputsPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/OutputsPageViewModel.cs
@@ -664,7 +664,7 @@ private void GetOutputs(string directory)
                     )
                         is false
                     && new FilePath(file).Info.DirectoryName?.EndsWith(
-                        ".sm-video-thumbs",
+                        ".sm-thumbs",
                         StringComparison.OrdinalIgnoreCase
                     )
                         is false
@@ -766,7 +766,7 @@ private ObservableCollection<TreeViewDirectory> GetSubfolders(string strPath)
         {
             // Skip thumbnail directories
             var dirName = Path.GetFileName(dir);
-            if (dirName.Equals(".sm-video-thumbs", StringComparison.OrdinalIgnoreCase))
+            if (dirName.Equals(".sm-thumbs", StringComparison.OrdinalIgnoreCase))
             {
                 continue;
             }
diff --git a/StabilityMatrix.Core/Services/ImageIndexService.cs b/StabilityMatrix.Core/Services/ImageIndexService.cs
index 2bf09a80d..c8785d2b0 100644
--- a/StabilityMatrix.Core/Services/ImageIndexService.cs
+++ b/StabilityMatrix.Core/Services/ImageIndexService.cs
@@ -62,7 +62,7 @@ await Task.Run(() =>
                 var files = searchDir
                     .EnumerateFiles("*", EnumerationOptionConstants.AllDirectories)
                     .Where(file => LocalImageFile.SupportedImageExtensions.Contains(file.Extension))
-                    .Where(file => !file.FullPath.Contains(".sm-video-thumbs")); // Exclude video thumbnail directories
+                    .Where(file => !file.FullPath.Contains(".sm-thumbs")); // Exclude video thumbnail directories
 
                 Parallel.ForEach(
                     files,

From 42f714798230577c6701f18d7ae30e56579d308b Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Tue, 23 Dec 2025 22:35:02 -0800
Subject: [PATCH 045/218] add to chagenlog

---
 CHANGELOG.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 1c3226ac3..5425af8e1 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -24,6 +24,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Updated to cu130 torch index for ComfyUI installs with Nvidia GPUs
 - Consolidated and fixed AMD GPU architecture detection
 - Updated SageAttention installer to latest v2.2.0-windows.post4 version
+- Video files can now be opened directly from the Output browser
 - Videos will now appear with thumbnails in the Output browser
 ### Fixed
 - Fixed [#1450](https://github.com/LykosAI/StabilityMatrix/issues/1450) - Older SD.Next not launching due to forced `--uv` argument

From 48b0cfe7e576ea97be597b37025c64fa06272bf7 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sat, 3 Jan 2026 02:53:54 -0800
Subject: [PATCH 046/218] Implement regional prompting feature with layered
 mask editor and associated view models

---
 StabilityMatrix.Avalonia/App.axaml            |   1 +
 .../Inference/RegionalPromptCard.axaml        |  93 ++++
 .../Inference/RegionalPromptCard.axaml.cs     |   6 +
 .../DesignData/DesignData.cs                  |  42 ++
 .../Models/Inference/MaskLayer.cs             | 211 ++++++++
 .../Models/Inference/RegionEntry.cs           |  95 ++++
 .../Services/IInferenceClientManager.cs       |  13 +
 .../Services/InferenceClientManager.cs        |  20 +
 .../ViewModels/Base/LoadableViewModelBase.cs  |   2 +
 .../Controls/PaintCanvasViewModel.cs          | 221 ++++++++
 .../Dialogs/LayeredMaskEditorViewModel.cs     | 492 ++++++++++++++++++
 .../Inference/Modules/RegionalPromptModule.cs | 216 ++++++++
 .../Inference/RegionalPromptCardViewModel.cs  | 115 ++++
 .../Inference/SamplerCardViewModel.cs         |   1 +
 .../Dialogs/LayeredMaskEditorDialog.axaml     | 280 ++++++++++
 .../Dialogs/LayeredMaskEditorDialog.axaml.cs  |  25 +
 .../Api/Comfy/Nodes/ComfyNodeBuilder.cs       |  41 +-
 17 files changed, 1870 insertions(+), 4 deletions(-)
 create mode 100644 StabilityMatrix.Avalonia/Controls/Inference/RegionalPromptCard.axaml
 create mode 100644 StabilityMatrix.Avalonia/Controls/Inference/RegionalPromptCard.axaml.cs
 create mode 100644 StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
 create mode 100644 StabilityMatrix.Avalonia/Models/Inference/RegionEntry.cs
 create mode 100644 StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
 create mode 100644 StabilityMatrix.Avalonia/ViewModels/Inference/Modules/RegionalPromptModule.cs
 create mode 100644 StabilityMatrix.Avalonia/ViewModels/Inference/RegionalPromptCardViewModel.cs
 create mode 100644 StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
 create mode 100644 StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml.cs

diff --git a/StabilityMatrix.Avalonia/App.axaml b/StabilityMatrix.Avalonia/App.axaml
index 3bbd19816..941a8267b 100644
--- a/StabilityMatrix.Avalonia/App.axaml
+++ b/StabilityMatrix.Avalonia/App.axaml
@@ -89,6 +89,7 @@
         <StyleInclude Source="Controls/Inference/SharpenCard.axaml" />
         <StyleInclude Source="Controls/Inference/FreeUCard.axaml" />
         <StyleInclude Source="Controls/Inference/ControlNetCard.axaml" />
+        <StyleInclude Source="Controls/Inference/RegionalPromptCard.axaml" />
         <StyleInclude Source="Controls/Inference/PromptExpansionCard.axaml" />
         <StyleInclude Source="Controls/Inference/ExtraNetworkCard.axaml" />
         <StyleInclude Source="Controls/Inference/LayerDiffuseCard.axaml" />
diff --git a/StabilityMatrix.Avalonia/Controls/Inference/RegionalPromptCard.axaml b/StabilityMatrix.Avalonia/Controls/Inference/RegionalPromptCard.axaml
new file mode 100644
index 000000000..6c8f0961d
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Controls/Inference/RegionalPromptCard.axaml
@@ -0,0 +1,93 @@
+<Styles
+    xmlns="https://github.com/avaloniaui"
+    xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+    xmlns:controls="using:StabilityMatrix.Avalonia.Controls"
+    xmlns:fluentIcons="clr-namespace:FluentIcons.Avalonia.Fluent;assembly=FluentIcons.Avalonia.Fluent"
+    xmlns:inference="clr-namespace:StabilityMatrix.Avalonia.Models.Inference"
+    xmlns:lang="clr-namespace:StabilityMatrix.Avalonia.Languages"
+    xmlns:sg="clr-namespace:SpacedGridControl.Avalonia;assembly=SpacedGridControl.Avalonia"
+    xmlns:ui="clr-namespace:FluentAvalonia.UI.Controls;assembly=FluentAvalonia"
+    xmlns:vmInference="clr-namespace:StabilityMatrix.Avalonia.ViewModels.Inference"
+    x:DataType="vmInference:RegionalPromptCardViewModel">
+
+    <Style Selector="controls|RegionalPromptCard">
+        <Setter Property="Template">
+            <ControlTemplate>
+                <controls:Card Padding="12">
+                    <StackPanel Spacing="8">
+
+                        <!--  Open Mask Editor Button  -->
+                        <Button
+                            HorizontalAlignment="Stretch"
+                            HorizontalContentAlignment="Center"
+                            Command="{Binding OpenMaskEditorCommand}">
+                            <StackPanel Orientation="Horizontal" Spacing="8">
+                                <fluentIcons:SymbolIcon FontSize="16" Symbol="PaintBrush" />
+                                <TextBlock Text="Open Layer Editor" />
+                            </StackPanel>
+                        </Button>
+
+                        <TextBlock
+                            FontSize="11"
+                            Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                            Text="Paint masks for each layer - each layer gets its own prompt"
+                            TextWrapping="Wrap" />
+
+                        <!--  Layers Summary  -->
+                        <StackPanel Spacing="4">
+                            <TextBlock FontWeight="SemiBold" Text="Layers" />
+                            <ItemsControl ItemsSource="{Binding Layers}">
+                                <ItemsControl.ItemTemplate>
+                                    <DataTemplate DataType="inference:MaskLayer">
+                                        <Border
+                                            Margin="0,2"
+                                            Padding="8"
+                                            Background="{DynamicResource CardBackgroundFillColorDefaultBrush}"
+                                            CornerRadius="4">
+                                            <sg:SpacedGrid ColumnDefinitions="Auto,24,*,80" ColumnSpacing="8">
+                                                <!--  Enable checkbox  -->
+                                                <CheckBox IsChecked="{Binding IsEnabled}" ToolTip.Tip="Enable for generation" />
+
+                                                <!--  Color indicator  -->
+                                                <Border
+                                                    Grid.Column="1"
+                                                    Width="20"
+                                                    Height="20"
+                                                    Background="{Binding DisplayColorHex}"
+                                                    CornerRadius="4" />
+
+                                                <!--  Prompt preview  -->
+                                                <TextBox
+                                                    Grid.Column="2"
+                                                    Text="{Binding Prompt}"
+                                                    Watermark="Enter prompt for this layer..." />
+
+                                                <!--  Strength  -->
+                                                <ui:NumberBox
+                                                    Grid.Column="3"
+                                                    Maximum="10"
+                                                    Minimum="0"
+                                                    SimpleNumberFormat="F1"
+                                                    SmallChange="0.1"
+                                                    SpinButtonPlacementMode="Compact"
+                                                    Value="{Binding Strength}" />
+                                            </sg:SpacedGrid>
+                                        </Border>
+                                    </DataTemplate>
+                                </ItemsControl.ItemTemplate>
+                            </ItemsControl>
+
+                            <!--  Empty state  -->
+                            <TextBlock
+                                FontStyle="Italic"
+                                Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                IsVisible="{Binding !Layers.Count}"
+                                Text="No layers defined. Click 'Open Layer Editor' to add layers." />
+                        </StackPanel>
+
+                    </StackPanel>
+                </controls:Card>
+            </ControlTemplate>
+        </Setter>
+    </Style>
+</Styles>
diff --git a/StabilityMatrix.Avalonia/Controls/Inference/RegionalPromptCard.axaml.cs b/StabilityMatrix.Avalonia/Controls/Inference/RegionalPromptCard.axaml.cs
new file mode 100644
index 000000000..322f2aef7
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Controls/Inference/RegionalPromptCard.axaml.cs
@@ -0,0 +1,6 @@
+using Injectio.Attributes;
+
+namespace StabilityMatrix.Avalonia.Controls;
+
+[RegisterTransient<RegionalPromptCard>]
+public class RegionalPromptCard : TemplatedControlBase;
diff --git a/StabilityMatrix.Avalonia/DesignData/DesignData.cs b/StabilityMatrix.Avalonia/DesignData/DesignData.cs
index 2aee2681b..1ca671d8b 100644
--- a/StabilityMatrix.Avalonia/DesignData/DesignData.cs
+++ b/StabilityMatrix.Avalonia/DesignData/DesignData.cs
@@ -13,8 +13,10 @@
 using Microsoft.Extensions.DependencyInjection;
 using NSubstitute;
 using Semver;
+using SkiaSharp;
 using StabilityMatrix.Avalonia.Controls.CodeCompletion;
 using StabilityMatrix.Avalonia.Models;
+using StabilityMatrix.Avalonia.Models.Inference;
 using StabilityMatrix.Avalonia.Models.TagCompletion;
 using StabilityMatrix.Avalonia.Services;
 using StabilityMatrix.Avalonia.ViewModels;
@@ -553,6 +555,46 @@ public static void Initialize()
                 ]
             );
         });
+
+    public static LayeredMaskEditorViewModel LayeredMaskEditorViewModel =>
+        DialogFactory.Get<LayeredMaskEditorViewModel>(vm =>
+        {
+            vm.CanvasSize = new System.Drawing.Size(1024, 1024);
+            vm.Layers.Clear();
+            vm.Layers.Add(
+                new MaskLayer
+                {
+                    Name = "Background",
+                    Prompt = "A beautiful sunset, coastal landscape, high quality",
+                    DisplayColor = MaskLayerColors.Red,
+                    Strength = 1.0f,
+                    Opacity = 0.5f,
+                }
+            );
+            vm.Layers.Add(
+                new MaskLayer
+                {
+                    Name = "Subject",
+                    Prompt = "A lonely person sitting on a rock, silhouette, detailed",
+                    DisplayColor = MaskLayerColors.Green,
+                    Strength = 1.0f,
+                    Opacity = 1.0f,
+                }
+            );
+            vm.Layers.Add(
+                new MaskLayer
+                {
+                    Name = "Extra Detail",
+                    Prompt = "Lens flare, atmospheric lighting",
+                    DisplayColor = MaskLayerColors.Blue,
+                    Strength = 0.5f,
+                    Opacity = 0.8f,
+                    IsVisible = false,
+                }
+            );
+            vm.SelectedLayer = vm.Layers[1];
+        });
+
     public static OutputsPageViewModel OutputsPageViewModel
     {
         get
diff --git a/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs b/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
new file mode 100644
index 000000000..0e89d126e
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
@@ -0,0 +1,211 @@
+using System.Collections.Immutable;
+using System.Text.Json;
+using System.Text.Json.Serialization;
+using CommunityToolkit.Mvvm.ComponentModel;
+using SkiaSharp;
+using StabilityMatrix.Avalonia.Controls.Models;
+using StabilityMatrix.Avalonia.Models;
+using AvaloniaColor = Avalonia.Media.Color;
+
+namespace StabilityMatrix.Avalonia.Models.Inference;
+
+/// <summary>
+/// Default color palette for layer visual distinction in the editor.
+/// </summary>
+public static class MaskLayerColors
+{
+    public static readonly SKColor Red = new(255, 100, 100);
+    public static readonly SKColor Orange = new(255, 180, 100);
+    public static readonly SKColor Yellow = new(255, 255, 100);
+    public static readonly SKColor Green = new(100, 255, 150);
+    public static readonly SKColor Blue = new(100, 180, 255);
+    public static readonly SKColor Purple = new(180, 100, 255);
+    public static readonly SKColor Pink = new(255, 100, 200);
+    public static readonly SKColor Cyan = new(100, 255, 255);
+
+    public static readonly IReadOnlyList<SKColor> DefaultPalette =
+    [
+        Red,
+        Orange,
+        Yellow,
+        Green,
+        Blue,
+        Purple,
+        Pink,
+        Cyan,
+    ];
+
+    /// <summary>
+    /// Gets a color from the palette by index (wraps around).
+    /// </summary>
+    public static SKColor GetByIndex(int index) => DefaultPalette[index % DefaultPalette.Count];
+}
+
+/// <summary>
+/// Represents a single layer in the layered mask editor.
+/// Each layer has its own painted mask, prompt, and compositing settings.
+/// </summary>
+public partial class MaskLayer : ObservableObject, IJsonLoadableState
+{
+    /// <summary>
+    /// Display name for the layer (e.g., "Layer 1").
+    /// </summary>
+    [ObservableProperty]
+    private string name = string.Empty;
+
+    /// <summary>
+    /// The prompt text for this layer's region.
+    /// </summary>
+    [ObservableProperty]
+    private string prompt = string.Empty;
+
+    /// <summary>
+    /// Conditioning strength for this region (0.0 - 10.0, default 1.0).
+    /// </summary>
+    [ObservableProperty]
+    private double strength = 1.0;
+
+    /// <summary>
+    /// Compositing opacity for editor preview (0.0 - 1.0, default 1.0).
+    /// This affects how the layer is displayed in the editor, not the final mask.
+    /// </summary>
+    [ObservableProperty]
+    private double opacity = 1.0;
+
+    /// <summary>
+    /// Whether this layer is visible in the editor preview.
+    /// </summary>
+    [ObservableProperty]
+    private bool isVisible = true;
+
+    /// <summary>
+    /// Whether this layer is enabled for generation.
+    /// Disabled layers are skipped during mask generation.
+    /// </summary>
+    [ObservableProperty]
+    private bool isEnabled = true;
+
+    /// <summary>
+    /// Display color for this layer in the editor (for visual distinction).
+    /// Stored internally but serialized via ColorHex.
+    /// </summary>
+    [ObservableProperty]
+    [property: JsonIgnore]
+    private SKColor displayColor = MaskLayerColors.Red;
+
+    /// <summary>
+    /// The painted stroke paths for this layer.
+    /// </summary>
+    [ObservableProperty]
+    [property: JsonIgnore]
+    private ImmutableList<PenPath> paths = [];
+
+    /// <summary>
+    /// Gets or sets the display color as hex for JSON serialization.
+    /// </summary>
+    [JsonPropertyName("displayColor")]
+    public string DisplayColorHex
+    {
+        get => $"#{DisplayColor.Red:X2}{DisplayColor.Green:X2}{DisplayColor.Blue:X2}";
+        set
+        {
+            if (string.IsNullOrEmpty(value))
+                return;
+
+            var hex = value.TrimStart('#');
+            if (hex.Length == 6)
+            {
+                var r = Convert.ToByte(hex[..2], 16);
+                var g = Convert.ToByte(hex[2..4], 16);
+                var b = Convert.ToByte(hex[4..6], 16);
+                DisplayColor = new SKColor(r, g, b);
+            }
+        }
+    }
+
+    /// <summary>
+    /// Gets the display color as an Avalonia Color for UI binding.
+    /// </summary>
+    [JsonIgnore]
+    public AvaloniaColor AvaloniaDisplayColor =>
+        AvaloniaColor.FromRgb(DisplayColor.Red, DisplayColor.Green, DisplayColor.Blue);
+
+    /// <summary>
+    /// Whether this layer has any painted content.
+    /// Empty layers are skipped during generation.
+    /// </summary>
+    [JsonIgnore]
+    public bool HasContent => Paths.Count > 0;
+
+    /// <summary>
+    /// Serialized paths for JSON persistence.
+    /// </summary>
+    [JsonPropertyName("paths")]
+    public List<PenPath>? PathsForSerialization
+    {
+        get => Paths.Count > 0 ? Paths.ToList() : null;
+        set => Paths = value?.ToImmutableList() ?? [];
+    }
+
+    /// <inheritdoc />
+    public void LoadStateFromJsonObject(System.Text.Json.Nodes.JsonObject state, int version)
+    {
+        LoadStateFromJsonObject(state);
+    }
+
+    /// <inheritdoc />
+    public void LoadStateFromJsonObject(System.Text.Json.Nodes.JsonObject state)
+    {
+        if (state.TryGetPropertyValue("name", out var nameNode))
+            Name = nameNode?.GetValue<string>() ?? string.Empty;
+
+        if (state.TryGetPropertyValue("prompt", out var promptNode))
+            Prompt = promptNode?.GetValue<string>() ?? string.Empty;
+
+        if (state.TryGetPropertyValue("strength", out var strengthNode))
+            Strength = strengthNode?.GetValue<double>() ?? 1.0;
+
+        if (state.TryGetPropertyValue("opacity", out var opacityNode))
+            Opacity = opacityNode?.GetValue<double>() ?? 1.0;
+
+        if (state.TryGetPropertyValue("isVisible", out var visibleNode))
+            IsVisible = visibleNode?.GetValue<bool>() ?? true;
+
+        if (state.TryGetPropertyValue("isEnabled", out var enabledNode))
+            IsEnabled = enabledNode?.GetValue<bool>() ?? true;
+
+        if (state.TryGetPropertyValue("displayColor", out var colorNode))
+            DisplayColorHex = colorNode?.GetValue<string>() ?? "#FF6464";
+
+        if (
+            state.TryGetPropertyValue("paths", out var pathsNode)
+            && pathsNode is System.Text.Json.Nodes.JsonArray pathsArray
+        )
+        {
+            var paths = pathsArray.Deserialize<List<PenPath>>() ?? [];
+            Paths = paths.ToImmutableList();
+        }
+    }
+
+    /// <inheritdoc />
+    public System.Text.Json.Nodes.JsonObject SaveStateToJsonObject()
+    {
+        var state = new System.Text.Json.Nodes.JsonObject
+        {
+            ["name"] = Name,
+            ["prompt"] = Prompt,
+            ["strength"] = Strength,
+            ["opacity"] = Opacity,
+            ["isVisible"] = IsVisible,
+            ["isEnabled"] = IsEnabled,
+            ["displayColor"] = DisplayColorHex,
+        };
+
+        if (Paths.Count > 0)
+        {
+            state["paths"] = System.Text.Json.JsonSerializer.SerializeToNode(Paths.ToList());
+        }
+
+        return state;
+    }
+}
diff --git a/StabilityMatrix.Avalonia/Models/Inference/RegionEntry.cs b/StabilityMatrix.Avalonia/Models/Inference/RegionEntry.cs
new file mode 100644
index 000000000..d2d400a25
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Models/Inference/RegionEntry.cs
@@ -0,0 +1,95 @@
+using System.Text.Json.Serialization;
+using CommunityToolkit.Mvvm.ComponentModel;
+using SkiaSharp;
+using AvaloniaColor = Avalonia.Media.Color;
+
+namespace StabilityMatrix.Avalonia.Models.Inference;
+
+/// <summary>
+/// Represents a single region in regional prompting.
+/// Each region has a color (for painting), a prompt, and a strength.
+/// </summary>
+public partial class RegionEntry : ObservableObject
+{
+    /// <summary>
+    /// Display name for the region (e.g., "Region 1").
+    /// </summary>
+    [ObservableProperty]
+    private string name = string.Empty;
+
+    /// <summary>
+    /// Color used to paint this region on the mask canvas.
+    /// Stored internally but serialized via ColorHexValue.
+    /// </summary>
+    [ObservableProperty]
+    [property: JsonIgnore]
+    private SKColor color = SKColors.Red;
+
+    /// <summary>
+    /// The prompt text for this region.
+    /// </summary>
+    [ObservableProperty]
+    private string prompt = string.Empty;
+
+    /// <summary>
+    /// Strength of the conditioning for this region (0.0 - 10.0).
+    /// </summary>
+    [ObservableProperty]
+    private double strength = 1.0;
+
+    /// <summary>
+    /// Whether this region is enabled.
+    /// </summary>
+    [ObservableProperty]
+    private bool isEnabled = true;
+
+    /// <summary>
+    /// Gets or sets the color as a hex string for JSON serialization.
+    /// </summary>
+    [JsonPropertyName("color")]
+    public string ColorHexValue
+    {
+        get => $"#{Color.Red:X2}{Color.Green:X2}{Color.Blue:X2}";
+        set
+        {
+            if (string.IsNullOrEmpty(value))
+                return;
+
+            var hex = value.TrimStart('#');
+            if (hex.Length == 6)
+            {
+                var r = Convert.ToByte(hex[..2], 16);
+                var g = Convert.ToByte(hex[2..4], 16);
+                var b = Convert.ToByte(hex[4..6], 16);
+                Color = new SKColor(r, g, b);
+            }
+        }
+    }
+
+    /// <summary>
+    /// Gets the color as a hex string (e.g., "#FF0000") for UI binding.
+    /// </summary>
+    [JsonIgnore]
+    public string ColorHex => ColorHexValue;
+
+    /// <summary>
+    /// Gets the color as an Avalonia Color for UI binding.
+    /// </summary>
+    [JsonIgnore]
+    public AvaloniaColor AvaloniaColorValue => AvaloniaColor.FromRgb(Color.Red, Color.Green, Color.Blue);
+}
+
+/// <summary>
+/// Default color palette for regional prompting.
+/// </summary>
+public static class RegionalPromptColors
+{
+    public static readonly SKColor Red = new(255, 0, 0);
+    public static readonly SKColor Orange = new(255, 128, 0);
+    public static readonly SKColor Yellow = new(255, 255, 0);
+    public static readonly SKColor Green = new(0, 255, 0);
+    public static readonly SKColor Blue = new(0, 128, 255);
+    public static readonly SKColor Purple = new(128, 0, 255);
+
+    public static readonly IReadOnlyList<SKColor> DefaultPalette = [Red, Orange, Yellow, Green, Blue, Purple];
+}
diff --git a/StabilityMatrix.Avalonia/Services/IInferenceClientManager.cs b/StabilityMatrix.Avalonia/Services/IInferenceClientManager.cs
index 44ed920fa..f314cbef8 100644
--- a/StabilityMatrix.Avalonia/Services/IInferenceClientManager.cs
+++ b/StabilityMatrix.Avalonia/Services/IInferenceClientManager.cs
@@ -55,6 +55,19 @@ public interface IInferenceClientManager : IDisposable, INotifyPropertyChanged,
 
     Task UploadInputImageAsync(ImageSource image, CancellationToken cancellationToken = default);
 
+    /// <summary>
+    /// Uploads a mask image (SKImage) to ComfyUI's input directory.
+    /// Used for regional prompting and other mask-based operations.
+    /// </summary>
+    /// <param name="maskImage">The mask image to upload.</param>
+    /// <param name="fileName">The filename to use for the uploaded mask.</param>
+    /// <param name="cancellationToken">Cancellation token.</param>
+    Task UploadMaskImageAsync(
+        SkiaSharp.SKImage maskImage,
+        string fileName,
+        CancellationToken cancellationToken = default
+    );
+
     Task WriteImageToInputAsync(ImageSource imageSource, CancellationToken cancellationToken = default);
 
     Task ConnectAsync(CancellationToken cancellationToken = default);
diff --git a/StabilityMatrix.Avalonia/Services/InferenceClientManager.cs b/StabilityMatrix.Avalonia/Services/InferenceClientManager.cs
index 9dc5963ea..64a2b0658 100644
--- a/StabilityMatrix.Avalonia/Services/InferenceClientManager.cs
+++ b/StabilityMatrix.Avalonia/Services/InferenceClientManager.cs
@@ -698,6 +698,26 @@ await localFile.ReadAllBytesAsync(cancellationToken)
         }
     }
 
+    /// <inheritdoc />
+    public async Task UploadMaskImageAsync(
+        SkiaSharp.SKImage maskImage,
+        string fileName,
+        CancellationToken cancellationToken = default
+    )
+    {
+        EnsureConnected();
+
+        logger.LogDebug("Uploading mask image as {FileName}", fileName);
+
+        // Encode mask to PNG
+        using var data = maskImage.Encode(SkiaSharp.SKEncodedImageFormat.Png, 100);
+        using var stream = new MemoryStream();
+        data.SaveTo(stream);
+        stream.Position = 0;
+
+        await Client.UploadImageAsync(stream, fileName, cancellationToken);
+    }
+
     /// <inheritdoc />
     public async Task CopyImageToInputAsync(FilePath imageFile, CancellationToken cancellationToken = default)
     {
diff --git a/StabilityMatrix.Avalonia/ViewModels/Base/LoadableViewModelBase.cs b/StabilityMatrix.Avalonia/ViewModels/Base/LoadableViewModelBase.cs
index 26a875029..ec75b4b32 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Base/LoadableViewModelBase.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Base/LoadableViewModelBase.cs
@@ -45,6 +45,8 @@ namespace StabilityMatrix.Avalonia.ViewModels.Base;
 [JsonDerivedType(typeof(NRSModule))]
 [JsonDerivedType(typeof(CfzCudnnToggleModule))]
 [JsonDerivedType(typeof(TiledVAEModule))]
+[JsonDerivedType(typeof(RegionalPromptModule))]
+[JsonDerivedType(typeof(RegionalPromptCardViewModel), RegionalPromptCardViewModel.ModuleKey)]
 public abstract class LoadableViewModelBase : ViewModelBase, IJsonLoadableState
 {
     private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
diff --git a/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
index bc655863e..816d9dddd 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
@@ -106,6 +106,24 @@ public SKBitmap? BackgroundImage
     [JsonIgnore]
     public Action? RefreshCanvas { get; set; }
 
+    /// <summary>
+    /// Sets or clears a bitmap for the Images layer.
+    /// Used for displaying other layers as a background when compositing.
+    /// </summary>
+    /// <param name="name">Identifier for the bitmap (currently ignored, single bitmap only)</param>
+    /// <param name="bitmap">The bitmap to set, or null to clear</param>
+    public void SetLayerBitmap(string name, SKBitmap? bitmap)
+    {
+        if (bitmap is not null)
+        {
+            Layers["Images"].Bitmaps = [bitmap];
+        }
+        else
+        {
+            Layers["Images"].Bitmaps = [];
+        }
+    }
+
     public void SetSourceCanvas(SKCanvas canvas)
     {
         ArgumentNullException.ThrowIfNull(canvas, nameof(canvas));
@@ -193,6 +211,209 @@ private bool CanExecuteUndo()
         return surface.Snapshot();
     }
 
+    /// <summary>
+    /// Extracts masks for multiple colors in a single render pass.
+    /// More efficient than calling ExtractMaskByColor multiple times.
+    /// </summary>
+    /// <param name="targetColors">The colors to extract masks for.</param>
+    /// <param name="tolerance">RGB tolerance for color matching (0-255). Default 10.</param>
+    /// <returns>A dictionary mapping each color to its mask image.</returns>
+    public Dictionary<SKColor, SKImage> ExtractMasksByColors(
+        IReadOnlyList<SKColor> targetColors,
+        int tolerance = 10
+    )
+    {
+        using var _ = CodeTimer.StartDebug();
+
+        var results = new Dictionary<SKColor, SKImage>();
+
+        if (CanvasSize == Size.Empty || targetColors.Count == 0)
+            return results;
+
+        // Render canvas once
+        using var renderedImage = RenderToImage();
+        if (renderedImage is null)
+            return results;
+
+        using var sourceBitmap = SKBitmap.FromImage(renderedImage);
+        var srcPixels = sourceBitmap.Pixels; // SKColor[] array - fast direct access
+        var pixelCount = srcPixels.Length;
+
+        // Create result bitmaps for each color
+        var resultBitmaps = new Dictionary<SKColor, SKBitmap>();
+        var resultPixels = new Dictionary<SKColor, SKColor[]>();
+        foreach (var color in targetColors)
+        {
+            var bitmap = new SKBitmap(
+                sourceBitmap.Width,
+                sourceBitmap.Height,
+                SKColorType.Rgba8888,
+                SKAlphaType.Premul
+            );
+            resultBitmaps[color] = bitmap;
+            resultPixels[color] = new SKColor[pixelCount];
+        }
+
+        // Single pass through pixels, check all colors
+        for (var i = 0; i < pixelCount; i++)
+        {
+            var pixel = srcPixels[i];
+
+            foreach (var targetColor in targetColors)
+            {
+                var matches =
+                    Math.Abs(pixel.Red - targetColor.Red) <= tolerance
+                    && Math.Abs(pixel.Green - targetColor.Green) <= tolerance
+                    && Math.Abs(pixel.Blue - targetColor.Blue) <= tolerance
+                    && pixel.Alpha > 0;
+
+                resultPixels[targetColor][i] = matches ? SKColors.White : SKColors.Transparent;
+            }
+        }
+
+        // Set pixels and convert bitmaps to images
+        foreach (var (color, bitmap) in resultBitmaps)
+        {
+            bitmap.Pixels = resultPixels[color];
+            results[color] = SKImage.FromBitmap(bitmap);
+            bitmap.Dispose();
+        }
+
+        return results;
+    }
+
+    /// <summary>
+    /// Extracts a mask from the canvas where pixels match the target color.
+    /// Returns a grayscale mask where white = match, transparent = no match.
+    /// Used for regional prompting to separate painted regions by color.
+    /// </summary>
+    /// <param name="targetColor">The color to extract.</param>
+    /// <param name="tolerance">RGB tolerance for color matching (0-255). Default 10.</param>
+    /// <returns>A mask image, or null if canvas is empty.</returns>
+    public SKImage? ExtractMaskByColor(SKColor targetColor, int tolerance = 10)
+    {
+        using var _ = CodeTimer.StartDebug();
+
+        if (CanvasSize == Size.Empty)
+        {
+            logger.LogWarning($"ExtractMaskByColor: {nameof(CanvasSize)} is not set, returning null.");
+            return null;
+        }
+
+        // First render the canvas to get the painted image
+        using var renderedImage = RenderToImage();
+        if (renderedImage is null)
+            return null;
+
+        using var bitmap = SKBitmap.FromImage(renderedImage);
+        var resultBitmap = new SKBitmap(
+            bitmap.Width,
+            bitmap.Height,
+            SKColorType.Rgba8888,
+            SKAlphaType.Premul
+        );
+
+        // Use Pixels array for fast direct access
+        var srcPixels = bitmap.Pixels;
+        var dstPixels = new SKColor[srcPixels.Length];
+
+        for (var i = 0; i < srcPixels.Length; i++)
+        {
+            var pixel = srcPixels[i];
+
+            // Check if pixel matches target color within tolerance
+            var matches =
+                Math.Abs(pixel.Red - targetColor.Red) <= tolerance
+                && Math.Abs(pixel.Green - targetColor.Green) <= tolerance
+                && Math.Abs(pixel.Blue - targetColor.Blue) <= tolerance
+                && pixel.Alpha > 0;
+
+            dstPixels[i] = matches ? SKColors.White : SKColors.Transparent;
+        }
+
+        resultBitmap.Pixels = dstPixels;
+        return SKImage.FromBitmap(resultBitmap);
+    }
+
+    /// <summary>
+    /// Gets all unique colors present in the painted canvas (excluding transparent).
+    /// Used for regional prompting to detect which colors the user has painted.
+    /// </summary>
+    /// <returns>A list of unique colors found in the canvas.</returns>
+    public IReadOnlyList<SKColor> GetPaintedColors()
+    {
+        // Default palette colors to match against
+        return GetPaintedColors(
+            [
+                new SKColor(255, 0, 0), // Red
+                new SKColor(255, 128, 0), // Orange
+                new SKColor(255, 255, 0), // Yellow
+                new SKColor(0, 255, 0), // Green
+                new SKColor(0, 128, 255), // Blue
+                new SKColor(128, 0, 255), // Purple
+            ]
+        );
+    }
+
+    /// <summary>
+    /// Gets a list of palette colors that have been painted on the canvas.
+    /// Uses tolerance matching to handle anti-aliased edges.
+    /// </summary>
+    /// <param name="paletteColors">The palette colors to match against.</param>
+    /// <param name="tolerance">RGB tolerance for color matching (default 40 to handle anti-aliasing).</param>
+    /// <returns>A list of palette colors that were found in the canvas.</returns>
+    public IReadOnlyList<SKColor> GetPaintedColors(IReadOnlyList<SKColor> paletteColors, int tolerance = 40)
+    {
+        if (CanvasSize == Size.Empty)
+            return [];
+
+        using var renderedImage = RenderToImage();
+        if (renderedImage is null)
+            return [];
+
+        using var bitmap = SKBitmap.FromImage(renderedImage);
+        var foundPaletteColors = new HashSet<SKColor>();
+
+        // Use Pixels array for fast direct access
+        var pixels = bitmap.Pixels;
+        var paletteCount = paletteColors.Count;
+
+        for (var i = 0; i < pixels.Length; i++)
+        {
+            var pixel = pixels[i];
+            if (pixel.Alpha < 128) // Skip mostly transparent pixels
+                continue;
+
+            // Find the closest palette color
+            for (var p = 0; p < paletteCount; p++)
+            {
+                var paletteColor = paletteColors[p];
+                if (ColorMatchesWithTolerance(pixel, paletteColor, tolerance))
+                {
+                    foundPaletteColors.Add(paletteColor);
+
+                    // Early exit if we've found all palette colors
+                    if (foundPaletteColors.Count == paletteCount)
+                        return foundPaletteColors.ToList();
+
+                    break;
+                }
+            }
+        }
+
+        return foundPaletteColors.ToList();
+    }
+
+    /// <summary>
+    /// Checks if two colors match within the specified RGB tolerance.
+    /// </summary>
+    private static bool ColorMatchesWithTolerance(SKColor a, SKColor b, int tolerance)
+    {
+        return Math.Abs(a.Red - b.Red) <= tolerance
+            && Math.Abs(a.Green - b.Green) <= tolerance
+            && Math.Abs(a.Blue - b.Blue) <= tolerance;
+    }
+
     public void RenderToSurface(
         SKSurface surface,
         bool renderBackgroundFill = false,
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
new file mode 100644
index 000000000..a87978c27
--- /dev/null
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
@@ -0,0 +1,492 @@
+using System.Collections.Immutable;
+using System.Collections.ObjectModel;
+using System.Text.Json;
+using System.Text.Json.Nodes;
+using Avalonia;
+using Avalonia.Controls.Primitives;
+using Avalonia.Threading;
+using CommunityToolkit.Mvvm.ComponentModel;
+using CommunityToolkit.Mvvm.Input;
+using Injectio.Attributes;
+using SkiaSharp;
+using StabilityMatrix.Avalonia.Controls;
+using StabilityMatrix.Avalonia.Controls.Models;
+using StabilityMatrix.Avalonia.Languages;
+using StabilityMatrix.Avalonia.Models;
+using StabilityMatrix.Avalonia.Models.Inference;
+using StabilityMatrix.Avalonia.Services;
+using StabilityMatrix.Avalonia.ViewModels.Base;
+using StabilityMatrix.Avalonia.ViewModels.Controls;
+using StabilityMatrix.Avalonia.Views.Dialogs;
+using StabilityMatrix.Core.Attributes;
+using ContentDialogButton = FluentAvalonia.UI.Controls.ContentDialogButton;
+using Size = System.Drawing.Size;
+
+namespace StabilityMatrix.Avalonia.ViewModels.Dialogs;
+
+/// <summary>
+/// ViewModel for the layered mask editor dialog.
+/// Manages multiple layers with independent masks, prompts, and opacity settings.
+/// </summary>
+[RegisterTransient<LayeredMaskEditorViewModel>]
+[ManagedService]
+[View(typeof(LayeredMaskEditorDialog))]
+public partial class LayeredMaskEditorViewModel : LoadableViewModelBase, IDisposable
+{
+    private readonly IServiceManager<ViewModelBase> vmFactory;
+    private int layerCounter;
+
+    /// <summary>
+    /// The collection of layers in the editor (ordered from bottom to top).
+    /// </summary>
+    public ObservableCollection<MaskLayer> Layers { get; } = [];
+
+    /// <summary>
+    /// The currently selected layer for editing.
+    /// </summary>
+    [ObservableProperty]
+    [NotifyCanExecuteChangedFor(nameof(DeleteLayerCommand))]
+    private MaskLayer? selectedLayer;
+
+    /// <summary>
+    /// Canvas size for all layers.
+    /// </summary>
+    [ObservableProperty]
+    private Size canvasSize = new(1024, 1024);
+
+    /// <summary>
+    /// When true, shows all layers composited on the canvas.
+    /// When false, shows only the selected layer.
+    /// </summary>
+    [ObservableProperty]
+    private bool showAllLayers = true;
+
+    /// <summary>
+    /// The paint canvas view model for the currently selected layer.
+    /// </summary>
+    public PaintCanvasViewModel PaintCanvasViewModel { get; }
+
+    public LayeredMaskEditorViewModel(IServiceManager<ViewModelBase> vmFactory)
+    {
+        this.vmFactory = vmFactory;
+        PaintCanvasViewModel = vmFactory.Get<PaintCanvasViewModel>();
+
+        // Initialize with one layer
+        AddLayer();
+    }
+
+    /// <summary>
+    /// Adds a new layer on top of the stack.
+    /// </summary>
+    [RelayCommand]
+    private void AddLayer()
+    {
+        layerCounter++;
+        var layer = new MaskLayer
+        {
+            Name = $"Layer {layerCounter}",
+            DisplayColor = MaskLayerColors.GetByIndex(layerCounter - 1),
+        };
+
+        // Subscribe to layer property changes to refresh canvas
+        layer.PropertyChanged += Layer_PropertyChanged;
+
+        Layers.Add(layer);
+        SelectedLayer = layer;
+        SyncSelectedLayerToCanvas();
+    }
+
+    private void Layer_PropertyChanged(object? sender, System.ComponentModel.PropertyChangedEventArgs e)
+    {
+        // Refresh canvas when visibility changes
+        if (e.PropertyName == nameof(MaskLayer.IsVisible))
+        {
+            SyncSelectedLayerToCanvas();
+        }
+    }
+
+    /// <summary>
+    /// Refreshes the canvas composite. Call after drawing to update layer order.
+    /// </summary>
+    public void RefreshComposite()
+    {
+        SyncSelectedLayerToCanvas();
+    }
+
+    /// <summary>
+    /// Deletes the selected layer.
+    /// </summary>
+    [RelayCommand(CanExecute = nameof(CanDeleteLayer))]
+    private void DeleteLayer()
+    {
+        if (SelectedLayer is null)
+            return;
+
+        // Save current layer before removing
+        SaveCurrentLayerPaths();
+
+        var index = Layers.IndexOf(SelectedLayer);
+        Layers.Remove(SelectedLayer);
+
+        // Select adjacent layer
+        if (Layers.Count > 0)
+        {
+            SelectedLayer = Layers[Math.Min(index, Layers.Count - 1)];
+            SyncSelectedLayerToCanvas();
+        }
+        else
+        {
+            SelectedLayer = null;
+            PaintCanvasViewModel.Paths = [];
+            PaintCanvasViewModel.RefreshCanvas?.Invoke();
+        }
+    }
+
+    private bool CanDeleteLayer() => SelectedLayer is not null && Layers.Count > 1;
+
+    /// <summary>
+    /// Moves the specified layer (or selected layer if null) up in the list (toward top of list = drawn on TOP).
+    /// </summary>
+    [RelayCommand]
+    private void MoveLayerUp(MaskLayer? layer)
+    {
+        layer ??= SelectedLayer;
+        if (layer is null)
+            return;
+
+        var index = Layers.IndexOf(layer);
+        if (index > 0)
+        {
+            Layers.Move(index, index - 1);
+            SyncSelectedLayerToCanvas();
+        }
+    }
+
+    /// <summary>
+    /// Moves the specified layer (or selected layer if null) down in the list (toward bottom of list = drawn UNDER others).
+    /// </summary>
+    [RelayCommand]
+    private void MoveLayerDown(MaskLayer? layer)
+    {
+        layer ??= SelectedLayer;
+        if (layer is null)
+            return;
+
+        var index = Layers.IndexOf(layer);
+        if (index < Layers.Count - 1)
+        {
+            Layers.Move(index, index + 1);
+            SyncSelectedLayerToCanvas();
+        }
+    }
+
+    /// <summary>
+    /// Called when the selected layer changes.
+    /// Saves the current layer's paths and loads the new layer's paths.
+    /// </summary>
+    partial void OnSelectedLayerChanging(MaskLayer? oldValue, MaskLayer? newValue)
+    {
+        // Save paths from old layer
+        if (oldValue is not null)
+        {
+            oldValue.Paths = PaintCanvasViewModel.Paths;
+        }
+    }
+
+    partial void OnSelectedLayerChanged(MaskLayer? value)
+    {
+        SyncSelectedLayerToCanvas();
+    }
+
+    partial void OnCanvasSizeChanged(Size value)
+    {
+        PaintCanvasViewModel.CanvasSize = value;
+    }
+
+    partial void OnShowAllLayersChanged(bool value)
+    {
+        SyncSelectedLayerToCanvas();
+    }
+
+    /// <summary>
+    /// Syncs the selected layer's paths and brush color to the paint canvas.
+    /// Other visible layers are rendered as a background image.
+    /// </summary>
+    private void SyncSelectedLayerToCanvas()
+    {
+        if (SelectedLayer is null)
+        {
+            PaintCanvasViewModel.Paths = [];
+            PaintCanvasViewModel.RefreshCanvas?.Invoke();
+            return;
+        }
+
+        // Set brush color to layer's display color for visual feedback
+        PaintCanvasViewModel.PaintBrushColor = SelectedLayer.AvaloniaDisplayColor;
+        PaintCanvasViewModel.CanvasSize = CanvasSize;
+
+        // Always load only the selected layer's paths for active drawing
+        PaintCanvasViewModel.Paths = SelectedLayer.Paths;
+
+        if (ShowAllLayers && CanvasSize != Size.Empty)
+        {
+            // Render other visible layers as a background image
+            var otherLayersBitmap = RenderOtherLayersToBackground();
+            PaintCanvasViewModel.SetLayerBitmap("OtherLayers", otherLayersBitmap);
+        }
+        else
+        {
+            // Clear the other layers background
+            PaintCanvasViewModel.SetLayerBitmap("OtherLayers", null);
+        }
+
+        PaintCanvasViewModel.RefreshCanvas?.Invoke();
+    }
+
+    /// <summary>
+    /// Renders all visible layers EXCEPT the selected layer to a bitmap for background display.
+    /// </summary>
+    private SKBitmap? RenderOtherLayersToBackground()
+    {
+        if (CanvasSize == Size.Empty)
+            return null;
+
+        var bitmap = new SKBitmap(
+            CanvasSize.Width,
+            CanvasSize.Height,
+            SKColorType.Rgba8888,
+            SKAlphaType.Premul
+        );
+        using var canvas = new SKCanvas(bitmap);
+        canvas.Clear(SKColors.Transparent);
+
+        // Draw layers in order (bottom to top), skipping selected layer
+        foreach (var layer in Layers)
+        {
+            if (!layer.IsVisible || layer == SelectedLayer || layer.Paths.Count == 0)
+                continue;
+
+            using var paint = new SKPaint
+            {
+                Color = new SKColor(
+                    layer.DisplayColor.Red,
+                    layer.DisplayColor.Green,
+                    layer.DisplayColor.Blue
+                ),
+                IsAntialias = true,
+                Style = SKPaintStyle.Fill,
+            };
+
+            foreach (var penPath in layer.Paths)
+            {
+                RenderPenPathToCanvas(canvas, penPath, paint);
+            }
+        }
+
+        return bitmap;
+    }
+
+    /// <summary>
+    /// Saves the current canvas paths back to the selected layer.
+    /// </summary>
+    public void SaveCurrentLayerPaths()
+    {
+        if (SelectedLayer is not null)
+        {
+            SelectedLayer.Paths = PaintCanvasViewModel.Paths;
+        }
+    }
+
+    /// <summary>
+    /// Gets enabled layers with content (for generation).
+    /// </summary>
+    public IReadOnlyList<MaskLayer> GetEnabledLayersWithContent()
+    {
+        // Save current layer first
+        SaveCurrentLayerPaths();
+
+        return Layers
+            .Where(l => l.IsEnabled && l.HasContent && !string.IsNullOrWhiteSpace(l.Prompt))
+            .ToList();
+    }
+
+    /// <summary>
+    /// Renders a specific layer's paths to a white mask image.
+    /// </summary>
+    public SKImage? RenderLayerToMask(MaskLayer layer)
+    {
+        if (layer.Paths.Count == 0 || CanvasSize == Size.Empty)
+            return null;
+
+        // Create a temporary surface
+        using var surface = SKSurface.Create(new SKImageInfo(CanvasSize.Width, CanvasSize.Height));
+        var canvas = surface.Canvas;
+        canvas.Clear(SKColors.Transparent);
+
+        // Draw paths in white
+        using var paint = new SKPaint
+        {
+            Color = SKColors.White,
+            IsAntialias = true,
+            Style = SKPaintStyle.Fill,
+        };
+
+        foreach (var penPath in layer.Paths)
+        {
+            RenderPenPathToCanvas(canvas, penPath, paint);
+        }
+
+        return surface.Snapshot();
+    }
+
+    private static void RenderPenPathToCanvas(SKCanvas canvas, PenPath penPath, SKPaint paint)
+    {
+        if (penPath.Points.Count == 0)
+            return;
+
+        // Track if we have any pen points
+        var hasPenPoints = false;
+
+        for (var i = 0; i < penPath.Points.Count; i++)
+        {
+            var penPoint = penPath.Points[i];
+            if (!penPoint.IsPen)
+                continue;
+
+            hasPenPoints = true;
+            var radius = penPoint.Radius;
+            var pressure = penPoint.Pressure ?? 1;
+            var thickness = pressure * radius * 2.5;
+
+            // Draw path segments
+            if (i < penPath.Points.Count - 1)
+            {
+                paint.Style = SKPaintStyle.Stroke;
+                paint.StrokeWidth = (float)thickness;
+                paint.StrokeCap = SKStrokeCap.Round;
+                paint.StrokeJoin = SKStrokeJoin.Round;
+
+                var nextPoint = penPath.Points[i + 1];
+                canvas.DrawLine(penPoint.X, penPoint.Y, nextPoint.X, nextPoint.Y, paint);
+            }
+
+            // Draw circles for pen points
+            paint.Style = SKPaintStyle.Fill;
+            canvas.DrawCircle(penPoint.X, penPoint.Y, (float)thickness / 2, paint);
+        }
+
+        // Draw paths directly if no pen points
+        if (!hasPenPoints && penPath.Points.Count > 0)
+        {
+            var point = penPath.Points[0];
+            var thickness = point.Radius * 2;
+
+            paint.Style = SKPaintStyle.Stroke;
+            paint.StrokeWidth = (float)thickness;
+            paint.StrokeCap = SKStrokeCap.Round;
+            paint.StrokeJoin = SKStrokeJoin.Round;
+
+            var skPath = penPath.ToSKPath();
+            canvas.DrawPath(skPath, paint);
+        }
+    }
+
+    /// <summary>
+    /// Gets the dialog for this view model.
+    /// </summary>
+    public BetterContentDialog GetDialog()
+    {
+        Dispatcher.UIThread.VerifyAccess();
+
+        var dialog = new BetterContentDialog
+        {
+            Content = this,
+            ContentVerticalScrollBarVisibility = ScrollBarVisibility.Disabled,
+            MaxDialogHeight = 2000,
+            MaxDialogWidth = 2500,
+            ContentMargin = new Thickness(16),
+            FullSizeDesired = true,
+            PrimaryButtonText = Resources.Action_Save,
+            CloseButtonText = Resources.Action_Cancel,
+            DefaultButton = ContentDialogButton.Primary,
+        };
+
+        return dialog;
+    }
+
+    /// <inheritdoc />
+    public override void LoadStateFromJsonObject(JsonObject state)
+    {
+        base.LoadStateFromJsonObject(state);
+
+        // Load canvas size
+        if (
+            state.TryGetPropertyValue("canvasWidth", out var widthNode)
+            && state.TryGetPropertyValue("canvasHeight", out var heightNode)
+        )
+        {
+            var width = widthNode?.GetValue<int>() ?? 1024;
+            var height = heightNode?.GetValue<int>() ?? 1024;
+            CanvasSize = new Size(width, height);
+        }
+
+        // Load layers
+        if (state.TryGetPropertyValue("layers", out var layersNode) && layersNode is JsonArray layersArray)
+        {
+            Layers.Clear();
+            layerCounter = 0;
+
+            foreach (var layerNode in layersArray)
+            {
+                if (layerNode is JsonObject layerObj)
+                {
+                    var layer = new MaskLayer();
+                    layer.LoadStateFromJsonObject(layerObj);
+                    Layers.Add(layer);
+                    layerCounter++;
+                }
+            }
+
+            // Select first layer
+            if (Layers.Count > 0)
+            {
+                SelectedLayer = Layers[0];
+            }
+        }
+
+        // Ensure at least one layer exists
+        if (Layers.Count == 0)
+        {
+            AddLayer();
+        }
+    }
+
+    /// <inheritdoc />
+    public override JsonObject SaveStateToJsonObject()
+    {
+        // Save current layer paths first
+        SaveCurrentLayerPaths();
+
+        var state = base.SaveStateToJsonObject();
+
+        // Save canvas size
+        state["canvasWidth"] = CanvasSize.Width;
+        state["canvasHeight"] = CanvasSize.Height;
+
+        // Save layers
+        var layersArray = new JsonArray();
+        foreach (var layer in Layers)
+        {
+            layersArray.Add(layer.SaveStateToJsonObject());
+        }
+        state["layers"] = layersArray;
+
+        return state;
+    }
+
+    /// <inheritdoc />
+    public void Dispose()
+    {
+        GC.SuppressFinalize(this);
+    }
+}
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/Modules/RegionalPromptModule.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/Modules/RegionalPromptModule.cs
new file mode 100644
index 000000000..2540b4909
--- /dev/null
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/Modules/RegionalPromptModule.cs
@@ -0,0 +1,216 @@
+using System.Collections.Generic;
+using System.IO;
+using Injectio.Attributes;
+using SkiaSharp;
+using StabilityMatrix.Avalonia.Models;
+using StabilityMatrix.Avalonia.Models.Inference;
+using StabilityMatrix.Avalonia.Services;
+using StabilityMatrix.Avalonia.ViewModels.Base;
+using StabilityMatrix.Core.Attributes;
+using StabilityMatrix.Core.Extensions;
+using StabilityMatrix.Core.Models.Api.Comfy.Nodes;
+
+namespace StabilityMatrix.Avalonia.ViewModels.Inference.Modules;
+
+/// <summary>
+/// Module for regional prompting - apply different prompts to different regions of the image.
+/// Uses layers with painted masks to define regions.
+/// </summary>
+[ManagedService]
+[RegisterTransient<RegionalPromptModule>]
+public class RegionalPromptModule : ModuleBase
+{
+    private int maskCounter;
+
+    /// <inheritdoc />
+    public RegionalPromptModule(IServiceManager<ViewModelBase> vmFactory)
+        : base(vmFactory)
+    {
+        Title = "Regional Prompting";
+        AddCards(vmFactory.Get<RegionalPromptCardViewModel>());
+    }
+
+    /// <inheritdoc />
+    protected override IEnumerable<ImageSource> GetInputImages()
+    {
+        // Regional prompting masks are transferred via FilesToTransfer
+        yield break;
+    }
+
+    /// <inheritdoc />
+    protected override void OnApplyStep(ModuleApplyStepEventArgs e)
+    {
+        var card = GetCard<RegionalPromptCardViewModel>();
+        maskCounter = 0;
+
+        // Get enabled layers with content
+        var enabledLayers = card.GetEnabledLayersWithContent();
+
+        if (enabledLayers.Count == 0)
+        {
+            // No layers defined, nothing to do
+            return;
+        }
+
+        // Start with the base positive conditioning
+        var currentPositive = e.Temp.Base.Conditioning!.Unwrap().Positive;
+        var baseNegative = e.Temp.Base.Conditioning.Negative;
+
+        // Process each layer
+        foreach (var layer in enabledLayers)
+        {
+            // Render layer to mask
+            using var maskImage = card.RenderLayerToMask(layer);
+            if (maskImage is null)
+                continue;
+
+            // Save mask to temp file and add to file transfers
+            var maskFileName = GetMaskFileName(layer);
+            var tempPath = SaveMaskToTempFile(maskImage, maskFileName);
+
+            // Add to file transfers so it gets uploaded to ComfyUI's input/Inference folder
+            e.AddFileTransfer(tempPath, $"input/Inference/{maskFileName}");
+
+            // Load the mask in the workflow
+            var loadedMask = e.Nodes.AddTypedNode(
+                new ComfyNodeBuilder.LoadImageMask
+                {
+                    Name = e.Nodes.GetUniqueName($"RegionalPrompt_LoadMask_{maskCounter}"),
+                    Image = $"Inference/{maskFileName}",
+                    Channel = "alpha",
+                }
+            );
+
+            // Encode the layer's prompt
+            var layerClip = e.Nodes.AddTypedNode(
+                new ComfyNodeBuilder.CLIPTextEncode
+                {
+                    Name = e.Nodes.GetUniqueName($"RegionalPrompt_CLIP_{maskCounter}"),
+                    Clip = e.Builder.Connections.Base.Clip!,
+                    Text = layer.Prompt,
+                }
+            );
+
+            // Apply the mask to the conditioning
+            var maskedConditioning = e.Nodes.AddTypedNode(
+                new ComfyNodeBuilder.ConditioningSetMask
+                {
+                    Name = e.Nodes.GetUniqueName($"RegionalPrompt_SetMask_{maskCounter}"),
+                    Conditioning = layerClip.Output,
+                    Mask = loadedMask.Output,
+                    Strength = layer.Strength,
+                    SetCondArea = "mask bounds",
+                }
+            );
+
+            // Combine with the current conditioning
+            var combined = e.Nodes.AddTypedNode(
+                new ComfyNodeBuilder.ConditioningCombine
+                {
+                    Name = e.Nodes.GetUniqueName($"RegionalPrompt_Combine_{maskCounter}"),
+                    Conditioning1 = currentPositive,
+                    Conditioning2 = maskedConditioning.Output,
+                }
+            );
+
+            currentPositive = combined.Output;
+            maskCounter++;
+        }
+
+        // Update the base conditioning with our combined regional conditioning
+        e.Temp.Base.Conditioning = (currentPositive, baseNegative);
+
+        // Apply to refiner if available
+        if (e.Temp.Refiner.Conditioning is not null)
+        {
+            ApplyToRefiner(e, enabledLayers, card);
+        }
+    }
+
+    private void ApplyToRefiner(
+        ModuleApplyStepEventArgs e,
+        IReadOnlyList<MaskLayer> enabledLayers,
+        RegionalPromptCardViewModel card
+    )
+    {
+        var refinerPositive = e.Temp.Refiner.Conditioning!.Positive;
+        var refinerNegative = e.Temp.Refiner.Conditioning.Negative;
+        var refinerMaskCounter = 0;
+
+        foreach (var layer in enabledLayers)
+        {
+            // Reuse the same mask filename from base model (already uploaded)
+            var maskFileName = GetMaskFileName(layer);
+
+            var loadedMask = e.Nodes.AddTypedNode(
+                new ComfyNodeBuilder.LoadImageMask
+                {
+                    Name = e.Nodes.GetUniqueName($"Refiner_RegionalPrompt_LoadMask_{refinerMaskCounter}"),
+                    Image = $"Inference/{maskFileName}",
+                    Channel = "alpha",
+                }
+            );
+
+            var layerClip = e.Nodes.AddTypedNode(
+                new ComfyNodeBuilder.CLIPTextEncode
+                {
+                    Name = e.Nodes.GetUniqueName($"Refiner_RegionalPrompt_CLIP_{refinerMaskCounter}"),
+                    Clip = e.Builder.Connections.Refiner.Clip ?? e.Builder.Connections.Base.Clip!,
+                    Text = layer.Prompt,
+                }
+            );
+
+            var maskedConditioning = e.Nodes.AddTypedNode(
+                new ComfyNodeBuilder.ConditioningSetMask
+                {
+                    Name = e.Nodes.GetUniqueName($"Refiner_RegionalPrompt_SetMask_{refinerMaskCounter}"),
+                    Conditioning = layerClip.Output,
+                    Mask = loadedMask.Output,
+                    Strength = layer.Strength,
+                    SetCondArea = "mask bounds",
+                }
+            );
+
+            var combined = e.Nodes.AddTypedNode(
+                new ComfyNodeBuilder.ConditioningCombine
+                {
+                    Name = e.Nodes.GetUniqueName($"Refiner_RegionalPrompt_Combine_{refinerMaskCounter}"),
+                    Conditioning1 = refinerPositive,
+                    Conditioning2 = maskedConditioning.Output,
+                }
+            );
+
+            refinerPositive = combined.Output;
+            refinerMaskCounter++;
+        }
+
+        e.Temp.Refiner.Conditioning = (refinerPositive, refinerNegative);
+    }
+
+    /// <summary>
+    /// Generates a unique filename for a layer mask.
+    /// </summary>
+    private string GetMaskFileName(MaskLayer layer)
+    {
+        // Use layer name sanitized + counter for uniqueness
+        var safeName = layer.Name.Replace(" ", "_").Replace("/", "_").Replace("\\", "_");
+        return $"regional_mask_{safeName}_{maskCounter}.png";
+    }
+
+    /// <summary>
+    /// Saves a mask image to a temporary file.
+    /// </summary>
+    private static string SaveMaskToTempFile(SKImage maskImage, string fileName)
+    {
+        var tempPath = Path.Combine(Path.GetTempPath(), "StabilityMatrix", "RegionalPrompts");
+        Directory.CreateDirectory(tempPath);
+
+        var filePath = Path.Combine(tempPath, fileName);
+
+        using var data = maskImage.Encode(SKEncodedImageFormat.Png, 100);
+        using var fileStream = File.Create(filePath);
+        data.SaveTo(fileStream);
+
+        return filePath;
+    }
+}
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/RegionalPromptCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/RegionalPromptCardViewModel.cs
new file mode 100644
index 000000000..709e25391
--- /dev/null
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/RegionalPromptCardViewModel.cs
@@ -0,0 +1,115 @@
+using System.Collections.ObjectModel;
+using System.Text.Json;
+using System.Text.Json.Nodes;
+using System.Text.Json.Serialization;
+using CommunityToolkit.Mvvm.ComponentModel;
+using CommunityToolkit.Mvvm.Input;
+using Injectio.Attributes;
+using SkiaSharp;
+using StabilityMatrix.Avalonia.Controls;
+using StabilityMatrix.Avalonia.Models.Inference;
+using StabilityMatrix.Avalonia.Services;
+using StabilityMatrix.Avalonia.ViewModels.Base;
+using StabilityMatrix.Avalonia.ViewModels.Dialogs;
+using StabilityMatrix.Core.Attributes;
+
+namespace StabilityMatrix.Avalonia.ViewModels.Inference;
+
+[View(typeof(RegionalPromptCard))]
+[ManagedService]
+[RegisterTransient<RegionalPromptCardViewModel>]
+public partial class RegionalPromptCardViewModel : LoadableViewModelBase
+{
+    public const string ModuleKey = "RegionalPrompt";
+
+    private readonly IServiceManager<ViewModelBase> vmFactory;
+
+    /// <summary>
+    /// The layered mask editor for painting regions.
+    /// Each layer = one prompt with its own mask.
+    /// </summary>
+    [JsonIgnore]
+    public LayeredMaskEditorViewModel LayeredMaskEditor { get; }
+
+    /// <summary>
+    /// Convenience accessor for layers (for UI binding).
+    /// </summary>
+    [JsonIgnore]
+    public ObservableCollection<MaskLayer> Layers => LayeredMaskEditor.Layers;
+
+    public RegionalPromptCardViewModel(IServiceManager<ViewModelBase> vmFactory)
+    {
+        this.vmFactory = vmFactory;
+        LayeredMaskEditor = vmFactory.Get<LayeredMaskEditorViewModel>();
+    }
+
+    /// <summary>
+    /// Sets the canvas size for the mask editor.
+    /// Should be called when the sampler dimensions change.
+    /// </summary>
+    public void SetCanvasSize(int width, int height)
+    {
+        LayeredMaskEditor.CanvasSize = new System.Drawing.Size(width, height);
+    }
+
+    /// <summary>
+    /// Opens the layered mask editor dialog.
+    /// </summary>
+    [RelayCommand]
+    private async Task OpenMaskEditorAsync()
+    {
+        // Ensure canvas size is set
+        if (LayeredMaskEditor.CanvasSize == System.Drawing.Size.Empty)
+        {
+            LayeredMaskEditor.CanvasSize = new System.Drawing.Size(1024, 1024);
+        }
+
+        var dialog = LayeredMaskEditor.GetDialog();
+        await dialog.ShowAsync();
+
+        // Save current layer paths after dialog closes
+        LayeredMaskEditor.SaveCurrentLayerPaths();
+    }
+
+    /// <summary>
+    /// Gets enabled layers with content for generation.
+    /// </summary>
+    public IReadOnlyList<MaskLayer> GetEnabledLayersWithContent()
+    {
+        return LayeredMaskEditor.GetEnabledLayersWithContent();
+    }
+
+    /// <summary>
+    /// Renders a layer to a mask image for ComfyUI.
+    /// </summary>
+    public SKImage? RenderLayerToMask(MaskLayer layer)
+    {
+        return LayeredMaskEditor.RenderLayerToMask(layer);
+    }
+
+    /// <inheritdoc />
+    public override void LoadStateFromJsonObject(JsonObject state)
+    {
+        base.LoadStateFromJsonObject(state);
+
+        // Load layered mask editor state
+        if (
+            state.TryGetPropertyValue("layeredMaskEditor", out var editorNode)
+            && editorNode is JsonObject editorObj
+        )
+        {
+            LayeredMaskEditor.LoadStateFromJsonObject(editorObj);
+        }
+    }
+
+    /// <inheritdoc />
+    public override JsonObject SaveStateToJsonObject()
+    {
+        var state = base.SaveStateToJsonObject();
+
+        // Save layered mask editor state
+        state["layeredMaskEditor"] = LayeredMaskEditor.SaveStateToJsonObject();
+
+        return state;
+    }
+}
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/SamplerCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/SamplerCardViewModel.cs
index 8cdb313a1..2af5d7524 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/SamplerCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/SamplerCardViewModel.cs
@@ -149,6 +149,7 @@ TabContext tabContext
             [
                 typeof(FreeUModule),
                 typeof(ControlNetModule),
+                typeof(RegionalPromptModule),
                 typeof(LayerDiffuseModule),
                 typeof(FluxGuidanceModule),
                 typeof(DiscreteModelSamplingModule),
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
new file mode 100644
index 000000000..e01dd8971
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
@@ -0,0 +1,280 @@
+<controls:UserControlBase
+    x:Class="StabilityMatrix.Avalonia.Views.Dialogs.LayeredMaskEditorDialog"
+    xmlns="https://github.com/avaloniaui"
+    xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+    xmlns:controls="clr-namespace:StabilityMatrix.Avalonia.Controls"
+    xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
+    xmlns:fluentIcons="clr-namespace:FluentIcons.Avalonia.Fluent;assembly=FluentIcons.Avalonia.Fluent"
+    xmlns:inference="clr-namespace:StabilityMatrix.Avalonia.Models.Inference"
+    xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
+    xmlns:mocks="clr-namespace:StabilityMatrix.Avalonia.DesignData"
+    xmlns:sg="clr-namespace:SpacedGridControl.Avalonia;assembly=SpacedGridControl.Avalonia"
+    xmlns:ui="using:FluentAvalonia.UI.Controls"
+    xmlns:vmDialogs="clr-namespace:StabilityMatrix.Avalonia.ViewModels.Dialogs"
+    d:DataContext="{x:Static mocks:DesignData.LayeredMaskEditorViewModel}"
+    d:DesignHeight="1200"
+    d:DesignWidth="1200"
+    x:DataType="vmDialogs:LayeredMaskEditorViewModel"
+    mc:Ignorable="d">
+
+    <sg:SpacedGrid
+        Margin="0,8"
+        ColumnDefinitions="*,420"
+        ColumnSpacing="12"
+        RowDefinitions="Auto,*">
+
+        <!--  Top toolbar spanning both columns  -->
+        <controls:Card Grid.ColumnSpan="2" Padding="12,8">
+            <Grid ColumnDefinitions="Auto,*,Auto">
+                <!--  Left: Layer add/remove buttons  -->
+                <StackPanel Orientation="Horizontal" Spacing="8">
+                    <Button
+                        Classes="transparent"
+                        Command="{Binding AddLayerCommand}"
+                        ToolTip.Tip="Add Layer">
+                        <fluentIcons:SymbolIcon FontSize="18" Symbol="Add" />
+                    </Button>
+                    <Button
+                        Classes="transparent"
+                        Command="{Binding DeleteLayerCommand}"
+                        ToolTip.Tip="Delete Layer">
+                        <fluentIcons:SymbolIcon FontSize="18" Symbol="Delete" />
+                    </Button>
+                    <Rectangle
+                        Width="1"
+                        Margin="4,4"
+                        VerticalAlignment="Stretch"
+                        Fill="{DynamicResource DividerStrokeColorDefaultBrush}" />
+                    <Button
+                        Classes="transparent"
+                        Command="{Binding MoveLayerUpCommand}"
+                        ToolTip.Tip="Move Layer Up">
+                        <fluentIcons:SymbolIcon FontSize="18" Symbol="ArrowUp" />
+                    </Button>
+                    <Button
+                        Classes="transparent"
+                        Command="{Binding MoveLayerDownCommand}"
+                        ToolTip.Tip="Move Layer Down">
+                        <fluentIcons:SymbolIcon FontSize="18" Symbol="ArrowDown" />
+                    </Button>
+                </StackPanel>
+
+                <!--  Center: Info  -->
+                <TextBlock
+                    Grid.Column="1"
+                    HorizontalAlignment="Center"
+                    VerticalAlignment="Center"
+                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                    Text="{Binding Layers.Count, StringFormat='Total Layers: {0}'}" />
+
+                <!--  Right: Canvas size  -->
+                <StackPanel
+                    Grid.Column="2"
+                    Orientation="Horizontal"
+                    Spacing="8">
+                    <TextBlock
+                        VerticalAlignment="Center"
+                        Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                        Text="{Binding CanvasSize, StringFormat='{}{0}'}" />
+                </StackPanel>
+            </Grid>
+        </controls:Card>
+
+        <!--  Paint Canvas (left side)  -->
+        <controls:Card
+            Grid.Row="1"
+            Grid.Column="0"
+            Margin="0,16,0,0"
+            Padding="8,4,8,8"
+            VerticalAlignment="Top">
+            <controls:PaintCanvas DataContext="{Binding PaintCanvasViewModel, Mode=OneWay}" />
+        </controls:Card>
+
+        <!--  Layer Panel (right side)  -->
+        <controls:Card
+            Grid.Row="1"
+            Grid.Column="1"
+            Margin="0,16,0,0"
+            Padding="8"
+            VerticalAlignment="Top">
+            <Grid RowDefinitions="Auto,*">
+                <TextBlock
+                    Margin="4,0,0,8"
+                    FontSize="12"
+                    FontWeight="SemiBold"
+                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                    Text="LAYERS" />
+
+                <!--  Layer list - using ListBox for proper selection  -->
+                <ListBox
+                    x:Name="LayerItemsControl"
+                    Grid.Row="1"
+                    VerticalAlignment="Top"
+                    Background="Transparent"
+                    BorderThickness="0"
+                    ItemsSource="{Binding Layers}"
+                    SelectedItem="{Binding SelectedLayer}"
+                    SelectionMode="AlwaysSelected">
+                    <ListBox.Styles>
+                        <Style Selector="ListBoxItem">
+                            <Setter Property="Padding" Value="0" />
+                            <Setter Property="Margin" Value="0,4" />
+                            <Setter Property="Background" Value="Transparent" />
+                        </Style>
+                        <!--  Selection Highlight for the Border inside ListBoxItem  -->
+                        <Style Selector="ListBoxItem:selected Border#LayerItemBorder">
+                            <Setter Property="BorderBrush" Value="{DynamicResource AccentFillColorDefaultBrush}" />
+                            <Setter Property="BorderThickness" Value="2" />
+                        </Style>
+                    </ListBox.Styles>
+                    <ListBox.ItemTemplate>
+                        <DataTemplate DataType="inference:MaskLayer">
+                            <Border
+                                x:Name="LayerItemBorder"
+                                Padding="10"
+                                Background="{DynamicResource CardBackgroundFillColorDefaultBrush}"
+                                BorderBrush="{DynamicResource ControlStrokeColorDefaultBrush}"
+                                BorderThickness="1"
+                                CornerRadius="6">
+                                <Border.Styles>
+                                    <Style Selector="Border:pointerover">
+                                        <Setter Property="Background" Value="{DynamicResource CardBackgroundFillColorSecondaryBrush}" />
+                                    </Style>
+                                </Border.Styles>
+
+                                <Grid RowDefinitions="Auto,Auto,Auto" RowSpacing="8">
+                                    <!--  Row 0: Header with all controls  -->
+                                    <Grid Grid.Row="0" ColumnDefinitions="Auto,Auto,*,Auto,Auto">
+                                        <!--  Reordering  -->
+                                        <StackPanel
+                                            Grid.Column="0"
+                                            Margin="0,0,8,0"
+                                            Orientation="Horizontal"
+                                            Spacing="0">
+                                            <Button
+                                                Padding="4"
+                                                Classes="transparent"
+                                                Command="{Binding $parent[ListBox].((vmDialogs:LayeredMaskEditorViewModel)DataContext).MoveLayerUpCommand}"
+                                                CommandParameter="{Binding .}"
+                                                ToolTip.Tip="Move layer up">
+                                                <fluentIcons:SymbolIcon FontSize="16" Symbol="ArrowUp" />
+                                            </Button>
+                                            <Button
+                                                Padding="4"
+                                                Classes="transparent"
+                                                Command="{Binding $parent[ListBox].((vmDialogs:LayeredMaskEditorViewModel)DataContext).MoveLayerDownCommand}"
+                                                CommandParameter="{Binding .}"
+                                                ToolTip.Tip="Move layer down">
+                                                <fluentIcons:SymbolIcon FontSize="16" Symbol="ArrowDown" />
+                                            </Button>
+                                        </StackPanel>
+
+                                        <!--  Visibility & Enable  -->
+                                        <StackPanel
+                                            Grid.Column="1"
+                                            Margin="0,0,8,0"
+                                            Orientation="Horizontal"
+                                            Spacing="4">
+                                            <ToggleButton
+                                                Padding="4"
+                                                Classes="transparent"
+                                                IsChecked="{Binding IsVisible}"
+                                                ToolTip.Tip="Toggle visibility">
+                                                <Panel>
+                                                    <fluentIcons:SymbolIcon
+                                                        FontSize="18"
+                                                        IsVisible="{Binding IsVisible}"
+                                                        Symbol="Eye" />
+                                                    <fluentIcons:SymbolIcon
+                                                        FontSize="18"
+                                                        IsVisible="{Binding !IsVisible}"
+                                                        Symbol="EyeOff" />
+                                                </Panel>
+                                            </ToggleButton>
+                                            <CheckBox
+                                                Margin="4,0,0,0"
+                                                IsChecked="{Binding IsEnabled}"
+                                                ToolTip.Tip="Enable for generation" />
+                                        </StackPanel>
+
+                                        <!--  Name  -->
+                                        <TextBox
+                                            Grid.Column="2"
+                                            MinHeight="0"
+                                            Padding="8,4"
+                                            VerticalAlignment="Center"
+                                            Text="{Binding Name}"
+                                            Watermark="Layer name" />
+
+                                        <!--  Color  -->
+                                        <Border
+                                            Grid.Column="3"
+                                            Width="20"
+                                            Height="20"
+                                            Margin="8,0"
+                                            VerticalAlignment="Center"
+                                            Background="{Binding DisplayColorHex}"
+                                            CornerRadius="10"
+                                            ToolTip.Tip="Layer color marker" />
+
+                                        <!--  Editing Badge  -->
+                                        <Border
+                                            Grid.Column="4"
+                                            Padding="6,2"
+                                            VerticalAlignment="Center"
+                                            Background="{DynamicResource AccentFillColorDefaultBrush}"
+                                            CornerRadius="4"
+                                            IsVisible="{Binding $parent[ListBoxItem].IsSelected}">
+                                            <TextBlock FontSize="12" Text="✏️" />
+                                        </Border>
+                                    </Grid>
+
+                                    <!--  Row 1: Prompt  -->
+                                    <TextBox
+                                        Grid.Row="1"
+                                        MinHeight="60"
+                                        MaxHeight="120"
+                                        AcceptsReturn="True"
+                                        Text="{Binding Prompt}"
+                                        TextWrapping="Wrap"
+                                        Watermark="Enter prompt for this layer..." />
+
+                                    <!--  Row 2: Strength + Opacity  -->
+                                    <sg:SpacedGrid
+                                        Grid.Row="2"
+                                        ColumnDefinitions="*,*"
+                                        ColumnSpacing="12">
+                                        <StackPanel Spacing="2">
+                                            <TextBlock
+                                                FontSize="11"
+                                                Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                Text="Strength" />
+                                            <ui:NumberBox
+                                                Maximum="10"
+                                                Minimum="0"
+                                                SmallChange="0.1"
+                                                SpinButtonPlacementMode="Compact"
+                                                Value="{Binding Strength}" />
+                                        </StackPanel>
+                                        <StackPanel Grid.Column="1" Spacing="2">
+                                            <TextBlock
+                                                FontSize="11"
+                                                Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                Text="Opacity" />
+                                            <ui:NumberBox
+                                                Maximum="1"
+                                                Minimum="0"
+                                                SmallChange="0.1"
+                                                SpinButtonPlacementMode="Compact"
+                                                Value="{Binding Opacity}" />
+                                        </StackPanel>
+                                    </sg:SpacedGrid>
+                                </Grid>
+                            </Border>
+                        </DataTemplate>
+                    </ListBox.ItemTemplate>
+                </ListBox>
+            </Grid>
+        </controls:Card>
+    </sg:SpacedGrid>
+</controls:UserControlBase>
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml.cs b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml.cs
new file mode 100644
index 000000000..9456879ca
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml.cs
@@ -0,0 +1,25 @@
+using Avalonia.Controls;
+using Avalonia.Controls.Presenters;
+using Avalonia.Input;
+using Avalonia.Interactivity;
+using Avalonia.Markup.Xaml;
+using Injectio.Attributes;
+using StabilityMatrix.Avalonia.Controls;
+using StabilityMatrix.Avalonia.Models.Inference;
+using StabilityMatrix.Avalonia.ViewModels.Dialogs;
+
+namespace StabilityMatrix.Avalonia.Views.Dialogs;
+
+[RegisterTransient<LayeredMaskEditorDialog>]
+public partial class LayeredMaskEditorDialog : UserControlBase
+{
+    public LayeredMaskEditorDialog()
+    {
+        InitializeComponent();
+    }
+
+    private void InitializeComponent()
+    {
+        AvaloniaXamlLoader.Load(this);
+    }
+}
diff --git a/StabilityMatrix.Core/Models/Api/Comfy/Nodes/ComfyNodeBuilder.cs b/StabilityMatrix.Core/Models/Api/Comfy/Nodes/ComfyNodeBuilder.cs
index 1bd6fbe92..9733aa456 100644
--- a/StabilityMatrix.Core/Models/Api/Comfy/Nodes/ComfyNodeBuilder.cs
+++ b/StabilityMatrix.Core/Models/Api/Comfy/Nodes/ComfyNodeBuilder.cs
@@ -67,16 +67,16 @@ public record TiledVAEDecode : ComfyTypedNodeBase<ImageNodeConnection>
     {
         public required LatentNodeConnection Samples { get; init; }
         public required VAENodeConnection Vae { get; init; }
-        
+
         [Range(64, 4096)]
         public int TileSize { get; init; } = 512;
-        
+
         [Range(0, 4096)]
         public int Overlap { get; init; } = 64;
-        
+
         [Range(8, 4096)]
         public int TemporalSize { get; init; } = 64;
-        
+
         [Range(4, 4096)]
         public int TemporalOverlap { get; init; } = 8;
     }
@@ -374,6 +374,39 @@ public record ControlNetApplyAdvanced
         public required double EndPercent { get; init; }
     }
 
+    /// <summary>
+    /// Applies conditioning to a specific masked region of the image.
+    /// Used for regional prompting.
+    /// </summary>
+    public record ConditioningSetMask : ComfyTypedNodeBase<ConditioningNodeConnection>
+    {
+        public required ConditioningNodeConnection Conditioning { get; init; }
+        public required ImageMaskConnection Mask { get; init; }
+
+        [Range(0d, 10d)]
+        public double Strength { get; init; } = 1.0;
+
+        /// <summary>
+        /// How to apply the conditioning area.
+        /// "default" - Apply to full image, masked by strength.
+        /// "mask bounds" - Apply only within the mask bounding box.
+        /// </summary>
+        public string SetCondArea { get; init; } = "default";
+    }
+
+    /// <summary>
+    /// Combines two conditioning inputs into one.
+    /// Used to merge regional prompts.
+    /// </summary>
+    public record ConditioningCombine : ComfyTypedNodeBase<ConditioningNodeConnection>
+    {
+        [System.Text.Json.Serialization.JsonPropertyName("conditioning_1")]
+        public required ConditioningNodeConnection Conditioning1 { get; init; }
+
+        [System.Text.Json.Serialization.JsonPropertyName("conditioning_2")]
+        public required ConditioningNodeConnection Conditioning2 { get; init; }
+    }
+
     public record SVD_img2vid_Conditioning
         : ComfyTypedNodeBase<ConditioningNodeConnection, ConditioningNodeConnection, LatentNodeConnection>
     {

From cc774781150ced4d3e0ff89554ab64555244765e Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 4 Jan 2026 22:12:02 -0800
Subject: [PATCH 047/218] Add support for image layers in layered mask editor,
 enhance canvas synchronization, add rect and ellipse tools

---
 .../Controls/Models/PenPath.cs                |   33 +
 .../Controls/Painting/PaintCanvas.axaml       |   51 +-
 .../Controls/Painting/PaintCanvas.axaml.cs    |  159 ++-
 .../Models/Inference/MaskLayer.cs             |   74 +-
 .../Models/PaintCanvasTool.cs                 |    4 +-
 .../Services/TabContext.cs                    |   22 +
 .../Controls/PaintCanvasViewModel.cs          | 1044 +++++++++++++++--
 .../Dialogs/LayeredMaskEditorViewModel.cs     |  551 +++++++--
 .../Inference/Modules/RegionalPromptModule.cs |    8 +
 .../Inference/RegionalPromptCardViewModel.cs  |   16 +-
 .../Inference/SamplerCardViewModel.cs         |   12 +
 .../Dialogs/LayeredMaskEditorDialog.axaml     |  466 +++++---
 .../Converters/Json/SKRectJsonConverter.cs    |   64 +
 13 files changed, 2105 insertions(+), 399 deletions(-)
 create mode 100644 StabilityMatrix.Core/Converters/Json/SKRectJsonConverter.cs

diff --git a/StabilityMatrix.Avalonia/Controls/Models/PenPath.cs b/StabilityMatrix.Avalonia/Controls/Models/PenPath.cs
index ba830c7f9..e443bec2c 100644
--- a/StabilityMatrix.Avalonia/Controls/Models/PenPath.cs
+++ b/StabilityMatrix.Avalonia/Controls/Models/PenPath.cs
@@ -5,6 +5,27 @@
 
 namespace StabilityMatrix.Avalonia.Controls.Models;
 
+/// <summary>
+/// Type of path - determines how the path is rendered.
+/// </summary>
+public enum PenPathType
+{
+    /// <summary>
+    /// Freehand brush strokes (default).
+    /// </summary>
+    Freehand,
+
+    /// <summary>
+    /// Filled rectangle shape.
+    /// </summary>
+    Rectangle,
+
+    /// <summary>
+    /// Filled ellipse/oval shape.
+    /// </summary>
+    Ellipse,
+}
+
 public readonly record struct PenPath()
 {
     [JsonConverter(typeof(SKColorJsonConverter))]
@@ -12,6 +33,18 @@ public readonly record struct PenPath()
 
     public bool IsErase { get; init; }
 
+    /// <summary>
+    /// Type of path (Freehand, Rectangle, or Ellipse).
+    /// </summary>
+    public PenPathType PathType { get; init; } = PenPathType.Freehand;
+
+    /// <summary>
+    /// Bounding rectangle for shape paths (Rectangle, Ellipse).
+    /// For Freehand paths, this is ignored.
+    /// </summary>
+    [JsonConverter(typeof(SKRectJsonConverter))]
+    public SKRect Bounds { get; init; }
+
     public List<PenPoint> Points { get; init; } = [];
 
     public SKPath ToSKPath()
diff --git a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml
index cfd62d17a..3dfb3767f 100644
--- a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml
+++ b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml
@@ -2,19 +2,19 @@
     xmlns="https://github.com/avaloniaui"
     xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
     xmlns:controls="using:StabilityMatrix.Avalonia.Controls"
+    xmlns:converters="clr-namespace:StabilityMatrix.Avalonia.Converters"
+    xmlns:faIcons="https://github.com/projektanker/icons.avalonia"
     xmlns:fluentIcons="clr-namespace:FluentIcons.Avalonia.Fluent;assembly=FluentIcons.Avalonia.Fluent"
     xmlns:input="clr-namespace:FluentAvalonia.UI.Input;assembly=FluentAvalonia"
     xmlns:mocks="clr-namespace:StabilityMatrix.Avalonia.DesignData"
+    xmlns:models="clr-namespace:StabilityMatrix.Avalonia.Models"
     xmlns:ui="clr-namespace:FluentAvalonia.UI.Controls;assembly=FluentAvalonia"
     xmlns:vmControls="clr-namespace:StabilityMatrix.Avalonia.ViewModels.Controls"
-    xmlns:faIcons="https://github.com/projektanker/icons.avalonia"
-    xmlns:converters="clr-namespace:StabilityMatrix.Avalonia.Converters"
-    xmlns:models="clr-namespace:StabilityMatrix.Avalonia.Models"
     x:DataType="vmControls:PaintCanvasViewModel">
     <Design.PreviewWith>
         <controls:PaintCanvas DataContext="{x:Static mocks:DesignData.PaintCanvasViewModel}" />
     </Design.PreviewWith>
-    
+
     <Styles.Resources>
         <converters:EnumToBooleanConverter x:Key="EnumBoolConverter" />
     </Styles.Resources>
@@ -27,7 +27,7 @@
                     <Grid.Resources>
                         <input:StandardUICommand
                             x:Key="ClearCanvasCommand"
-                            Command="{Binding ClearCanvasCommand, RelativeSource={RelativeSource TemplatedParent}}"
+                            Command="{Binding ClearCanvasCommand}"
                             IconSource="Clear"
                             Label="Clear" />
                         <input:StandardUICommand
@@ -46,29 +46,29 @@
                             <Setter Property="Cursor" Value="Arrow"/>
                         </Style>-->
                     </Grid.Styles>
-                    
-                    <!-- Top bar -->
-                    <StackPanel
-                        Orientation="Horizontal"
-                        Spacing="6">
-                        
-                        <!-- Tools -->
+
+                    <!--  Top bar  -->
+                    <StackPanel Orientation="Horizontal" Spacing="6">
+
+                        <!--  Tools  -->
                         <controls:Card Padding="4">
                             <StackPanel Orientation="Horizontal" Spacing="6">
-                                <ToggleButton IsChecked="{Binding SelectedTool, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static models:PaintCanvasTool.PaintBrush}}">
-                                    <faIcons:Icon
-                                        FontSize="18"
-                                        Value="fa-solid fa-paintbrush" />
+                                <ToggleButton IsChecked="{Binding SelectedTool, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static models:PaintCanvasTool.PaintBrush}}" ToolTip.Tip="Brush (B)">
+                                    <faIcons:Icon FontSize="18" Value="fa-solid fa-paintbrush" />
+                                </ToggleButton>
+                                <ToggleButton IsChecked="{Binding SelectedTool, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static models:PaintCanvasTool.Eraser}}" ToolTip.Tip="Eraser (E)">
+                                    <faIcons:Icon FontSize="18" Value="fa-solid fa-eraser" />
                                 </ToggleButton>
-                                <ToggleButton IsChecked="{Binding SelectedTool, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static models:PaintCanvasTool.Eraser}}">
-                                    <faIcons:Icon
-                                        FontSize="18"
-                                        Value="fa-solid fa-eraser" />
+                                <ToggleButton IsChecked="{Binding SelectedTool, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static models:PaintCanvasTool.Rectangle}}" ToolTip.Tip="Rectangle (R)">
+                                    <faIcons:Icon FontSize="18" Value="fa-regular fa-square" />
+                                </ToggleButton>
+                                <ToggleButton IsChecked="{Binding SelectedTool, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static models:PaintCanvasTool.Ellipse}}" ToolTip.Tip="Ellipse (O)">
+                                    <faIcons:Icon FontSize="18" Value="fa-regular fa-circle" />
                                 </ToggleButton>
                             </StackPanel>
                         </controls:Card>
-                        
-                        <GridSplitter BorderThickness="1" Margin="0,16"/>
+
+                        <GridSplitter Margin="0,16" BorderThickness="1" />
 
                         <ui:ColorPickerButton VerticalAlignment="Center" Color="{Binding PaintBrushColor}" />
                         <Label
@@ -127,6 +127,11 @@
 
                                 <ui:CommandBarButton Command="{Binding UndoCommand}" IconSource="Undo" />
                                 <ui:CommandBarButton Command="{StaticResource ClearCanvasCommand}" />
+                                <ui:CommandBarToggleButton IsChecked="{Binding ShowGridOverlay}" ToolTip.Tip="Toggle Grid Overlay">
+                                    <ui:CommandBarToggleButton.IconSource>
+                                        <fluentIcons:SymbolIconSource Symbol="Grid" />
+                                    </ui:CommandBarToggleButton.IconSource>
+                                </ui:CommandBarToggleButton>
 
                             </ui:CommandBar.PrimaryCommands>
 
@@ -136,7 +141,7 @@
                             </ui:CommandBar.SecondaryCommands>-->
                         </ui:CommandBar>
                     </StackPanel>
-                    
+
                     <ZoomBorder
                         x:Name="PART_ZoomBorder"
                         Grid.Row="1"
diff --git a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs
index 773213500..82c52ad67 100644
--- a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs
+++ b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs
@@ -35,8 +35,6 @@ private ImmutableList<PenPath> Paths
 
     private IDisposable? viewModelSubscription;
 
-    private bool isPenDown;
-
     private PaintCanvasViewModel? ViewModel { get; set; }
 
     private SkiaCustomCanvas? MainCanvas { get; set; }
@@ -134,9 +132,9 @@ protected override void OnPropertyChanged(AvaloniaPropertyChangedEventArgs chang
         {
             var newIsEnabled = change.GetNewValue<bool>();
 
-            if (!newIsEnabled)
+            if (!newIsEnabled && ViewModel is { } vm)
             {
-                isPenDown = false;
+                vm.IsPenDown = false;
             }
 
             // On any enabled change, flush temporary paths
@@ -164,9 +162,15 @@ private void HandlePointerEvent(PointerEventArgs e)
             return;
         }
 
+        if (ViewModel is not { IsDrawingEnabled: true } vm)
+        {
+            return;
+        }
+
         if (e.RoutedEvent == PointerReleasedEvent && e.Pointer.Type == PointerType.Touch)
         {
             TemporaryPaths.TryRemove(e.Pointer.Id, out _);
+            vm.CancelShapeDrawing();
             return;
         }
 
@@ -176,11 +180,6 @@ private void HandlePointerEvent(PointerEventArgs e)
         // https://github.com/AvaloniaUI/Avalonia/issues/12289#issuecomment-1695620412
         e.PreventGestureRecognition();
 
-        if (DataContext is not PaintCanvasViewModel viewModel)
-        {
-            return;
-        }
-
         var currentPoint = e.GetCurrentPoint(this);
 
         if (e.RoutedEvent == PointerPressedEvent)
@@ -191,35 +190,62 @@ private void HandlePointerEvent(PointerEventArgs e)
                 return;
             }
 
-            isPenDown = true;
+            vm.IsPenDown = true;
 
-            HandlePointerMoved(e);
+            if (vm.IsShapeTool)
+            {
+                var position = e.GetPosition(MainCanvas);
+                vm.StartShapeDrawing(new SKPoint((float)position.X, (float)position.Y), e.Pointer.Id);
+            }
+            else
+            {
+                HandlePointerMoved(e);
+            }
         }
         else if (e.RoutedEvent == PointerReleasedEvent)
         {
-            if (isPenDown)
+            if (vm.IsPenDown)
             {
-                HandlePointerMoved(e);
+                if (vm.IsShapeTool && vm.ShapeStartPoint.HasValue)
+                {
+                    var endPoint = e.GetPosition(MainCanvas);
+                    vm.FinalizeShape(new SKPoint((float)endPoint.X, (float)endPoint.Y));
+                }
+                else
+                {
+                    HandlePointerMoved(e);
+                }
 
-                isPenDown = false;
+                vm.IsPenDown = false;
             }
 
-            if (TemporaryPaths.TryGetValue(e.Pointer.Id, out var path))
+            if (!vm.IsShapeTool && TemporaryPaths.TryGetValue(e.Pointer.Id, out var path))
             {
                 Paths = Paths.Add(path);
             }
 
-            TemporaryPaths.TryRemove(e.Pointer.Id, out _);
+            if (!vm.IsShapeTool)
+            {
+                TemporaryPaths.TryRemove(e.Pointer.Id, out _);
+            }
         }
         else
         {
             // Moved event
-            if (!isPenDown || currentPoint.Properties.Pressure == 0)
+            if (!vm.IsPenDown)
             {
                 return;
             }
 
-            HandlePointerMoved(e);
+            if (vm.IsShapeTool && vm.ShapeStartPoint.HasValue)
+            {
+                var endPoint = e.GetPosition(MainCanvas);
+                vm.UpdateShapePreview(new SKPoint((float)endPoint.X, (float)endPoint.Y));
+            }
+            else if (currentPoint.Properties.Pressure != 0)
+            {
+                HandlePointerMoved(e);
+            }
         }
 
         Dispatcher.UIThread.Post(() => MainCanvas?.InvalidateVisual(), DispatcherPriority.Render);
@@ -235,8 +261,6 @@ private void HandlePointerMoved(PointerEventArgs e)
         // Use intermediate points to include past events we missed
         var points = e.GetIntermediatePoints(MainCanvas);
 
-        Debug.WriteLine($"Points: {string.Join(",", points.Select(p => p.Position.ToString()))}");
-
         if (points.Count == 0)
         {
             return;
@@ -250,7 +274,7 @@ private void HandlePointerMoved(PointerEventArgs e)
             penPath = new PenPath
             {
                 FillColor = viewModel.PaintBrushSKColor.WithAlpha((byte)(viewModel.PaintBrushAlpha * 255)),
-                IsErase = viewModel.SelectedTool == PaintCanvasTool.Eraser
+                IsErase = viewModel.SelectedTool == PaintCanvasTool.Eraser,
             };
             TemporaryPaths[e.Pointer.Id] = penPath;
         }
@@ -275,7 +299,7 @@ private void HandlePointerMoved(PointerEventArgs e)
             {
                 Pressure = point.Pointer.Type == PointerType.Mouse ? null : point.Properties.Pressure,
                 Radius = viewModel.PaintBrushSize,
-                IsPen = point.Pointer.Type == PointerType.Pen
+                IsPen = point.Pointer.Type == PointerType.Pen,
             };
 
             penPath.Points.Add(penPoint);
@@ -311,7 +335,57 @@ protected override void OnKeyDown(KeyEventArgs e)
         if (e.Key == Key.Escape)
         {
             e.Handled = true;
+            return;
         }
+
+        // Keyboard shortcuts for paint canvas
+        if (ViewModel is not { } vm)
+            return;
+
+        // Check for modifier keys
+        var isCtrl = e.KeyModifiers.HasFlag(KeyModifiers.Control);
+
+        // Ctrl+Z: Undo
+        if (isCtrl && e.Key == Key.Z)
+        {
+            if (vm.UndoCommand.CanExecute(null))
+            {
+                vm.UndoCommand.Execute(null);
+                RefreshCanvas();
+            }
+            e.Handled = true;
+            return;
+        }
+
+        // Skip tool shortcuts if modifiers are held (to not interfere with other shortcuts)
+        if (e.KeyModifiers != KeyModifiers.None)
+            return;
+
+        switch (e.Key)
+        {
+            case Key.B:
+                vm.SelectBrushToolCommand.Execute(null);
+                break;
+            case Key.E:
+                vm.SelectEraserToolCommand.Execute(null);
+                break;
+            case Key.R:
+                vm.SelectRectangleToolCommand.Execute(null);
+                break;
+            case Key.O:
+                vm.SelectEllipseToolCommand.Execute(null);
+                break;
+            case Key.OemOpenBrackets:
+                vm.DecreaseBrushSizeCommand.Execute(null);
+                break;
+            case Key.OemCloseBrackets:
+                vm.IncreaseBrushSizeCommand.Execute(null);
+                break;
+            default:
+                return;
+        }
+        UpdateCanvasCursor();
+        e.Handled = true;
     }
 
     /// <summary>
@@ -340,6 +414,7 @@ private void UpdateMainCanvasBounds()
 
     private int lastCanvasCursorRadius;
     private Cursor? lastCanvasCursor;
+    private PaintCanvasTool? lastCanvasCursorTool;
 
     private void UpdateCanvasCursor()
     {
@@ -348,6 +423,21 @@ private void UpdateCanvasCursor()
             return;
         }
 
+        var selectedTool = ViewModel?.SelectedTool ?? PaintCanvasTool.PaintBrush;
+
+        // Use crosshair for shape tools
+        if (selectedTool is PaintCanvasTool.Rectangle or PaintCanvasTool.Ellipse)
+        {
+            if (lastCanvasCursorTool != selectedTool)
+            {
+                lastCanvasCursor?.Dispose();
+                lastCanvasCursor = new Cursor(StandardCursorType.Cross);
+                lastCanvasCursorTool = selectedTool;
+            }
+            canvas.Cursor = lastCanvasCursor;
+            return;
+        }
+
         var currentZoom = ViewModel?.CurrentZoom ?? 1;
 
         // Get brush size
@@ -355,13 +445,14 @@ private void UpdateCanvasCursor()
         var brushRadius = (int)Math.Ceiling(currentBrushSize * 2 * currentZoom);
 
         // Only update cursor if brush size has changed
-        if (brushRadius == lastCanvasCursorRadius)
+        if (brushRadius == lastCanvasCursorRadius && lastCanvasCursorTool == selectedTool)
         {
             canvas.Cursor = lastCanvasCursor;
             return;
         }
 
         lastCanvasCursorRadius = brushRadius;
+        lastCanvasCursorTool = selectedTool;
 
         var brushDiameter = brushRadius * 2;
 
@@ -386,7 +477,7 @@ private void UpdateCanvasCursor()
                 StrokeCap = SKStrokeCap.Round,
                 StrokeJoin = SKStrokeJoin.Round,
                 IsDither = true,
-                IsAntialias = true
+                IsAntialias = true,
             }
         );
         cursorCanvas.Flush();
@@ -415,26 +506,6 @@ private void MainCanvas_OnPointerExited(object? sender, PointerEventArgs e)
         }
     }
 
-    private Point GetRelativePosition(Point pt, Visual? relativeTo)
-    {
-        if (VisualRoot is not Visual visualRoot)
-            return default;
-        if (relativeTo == null)
-            return pt;
-
-        return pt * visualRoot.TransformToVisual(relativeTo) ?? default;
-    }
-
-    public AsyncRelayCommand ClearCanvasCommand => new(ClearCanvasAsync);
-
-    public async Task ClearCanvasAsync()
-    {
-        Paths = ImmutableList<PenPath>.Empty;
-        TemporaryPaths.Clear();
-
-        await Dispatcher.UIThread.InvokeAsync(() => MainCanvas?.InvalidateVisual());
-    }
-
     private void OnRenderSkia(SKSurface surface)
     {
         ViewModel?.RenderToSurface(surface, renderBackgroundFill: true, renderBackgroundImage: true);
diff --git a/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs b/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
index 0e89d126e..a31cec165 100644
--- a/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
+++ b/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
@@ -41,6 +41,22 @@ public static class MaskLayerColors
     public static SKColor GetByIndex(int index) => DefaultPalette[index % DefaultPalette.Count];
 }
 
+/// <summary>
+/// Type of mask layer - determines how the layer content is rendered and edited.
+/// </summary>
+public enum MaskLayerType
+{
+    /// <summary>
+    /// A painted mask layer with brush strokes. This is the default type.
+    /// </summary>
+    Paint,
+
+    /// <summary>
+    /// An image layer that displays a bitmap. Future feature for painting over images.
+    /// </summary>
+    Image,
+}
+
 /// <summary>
 /// Represents a single layer in the layered mask editor.
 /// Each layer has its own painted mask, prompt, and compositing settings.
@@ -53,6 +69,32 @@ public partial class MaskLayer : ObservableObject, IJsonLoadableState
     [ObservableProperty]
     private string name = string.Empty;
 
+    /// <summary>
+    /// The type of this layer (Paint or Image).
+    /// </summary>
+    [ObservableProperty]
+    private MaskLayerType layerType = MaskLayerType.Paint;
+
+    /// <summary>
+    /// Path to the source image for Image layers. Null for Paint layers.
+    /// </summary>
+    [ObservableProperty]
+    private string? sourceImagePath;
+
+    /// <summary>
+    /// The loaded source image bitmap for Image layers. Runtime only, not serialized.
+    /// </summary>
+    [ObservableProperty]
+    [property: JsonIgnore]
+    private SKBitmap? sourceImage;
+
+    /// <summary>
+    /// Scale factor for image layers (0.1 to 3.0, default 1.0).
+    /// Allows user to resize the reference image.
+    /// </summary>
+    [ObservableProperty]
+    private double imageScale = 1.0;
+
     /// <summary>
     /// The prompt text for this layer's region.
     /// </summary>
@@ -131,11 +173,17 @@ public string DisplayColorHex
         AvaloniaColor.FromRgb(DisplayColor.Red, DisplayColor.Green, DisplayColor.Blue);
 
     /// <summary>
-    /// Whether this layer has any painted content.
+    /// Whether this layer has any content (paint strokes or image).
     /// Empty layers are skipped during generation.
     /// </summary>
     [JsonIgnore]
-    public bool HasContent => Paths.Count > 0;
+    public bool HasContent => LayerType == MaskLayerType.Paint ? Paths.Count > 0 : HasImage;
+
+    /// <summary>
+    /// Whether this image layer has a loaded source image.
+    /// </summary>
+    [JsonIgnore]
+    public bool HasImage => SourceImage != null || !string.IsNullOrEmpty(SourceImagePath);
 
     /// <summary>
     /// Serialized paths for JSON persistence.
@@ -159,6 +207,20 @@ public void LoadStateFromJsonObject(System.Text.Json.Nodes.JsonObject state)
         if (state.TryGetPropertyValue("name", out var nameNode))
             Name = nameNode?.GetValue<string>() ?? string.Empty;
 
+        if (state.TryGetPropertyValue("layerType", out var layerTypeNode))
+        {
+            var layerTypeStr = layerTypeNode?.GetValue<string>() ?? "Paint";
+            LayerType = Enum.TryParse<MaskLayerType>(layerTypeStr, out var parsedType)
+                ? parsedType
+                : MaskLayerType.Paint;
+        }
+
+        if (state.TryGetPropertyValue("sourceImagePath", out var imagePathNode))
+            SourceImagePath = imagePathNode?.GetValue<string>();
+
+        if (state.TryGetPropertyValue("imageScale", out var scaleNode))
+            ImageScale = scaleNode?.GetValue<double>() ?? 1.0;
+
         if (state.TryGetPropertyValue("prompt", out var promptNode))
             Prompt = promptNode?.GetValue<string>() ?? string.Empty;
 
@@ -193,6 +255,7 @@ public System.Text.Json.Nodes.JsonObject SaveStateToJsonObject()
         var state = new System.Text.Json.Nodes.JsonObject
         {
             ["name"] = Name,
+            ["layerType"] = LayerType.ToString(),
             ["prompt"] = Prompt,
             ["strength"] = Strength,
             ["opacity"] = Opacity,
@@ -201,6 +264,13 @@ public System.Text.Json.Nodes.JsonObject SaveStateToJsonObject()
             ["displayColor"] = DisplayColorHex,
         };
 
+        // Save image layer properties
+        if (LayerType == MaskLayerType.Image && !string.IsNullOrEmpty(SourceImagePath))
+        {
+            state["sourceImagePath"] = SourceImagePath;
+            state["imageScale"] = ImageScale;
+        }
+
         if (Paths.Count > 0)
         {
             state["paths"] = System.Text.Json.JsonSerializer.SerializeToNode(Paths.ToList());
diff --git a/StabilityMatrix.Avalonia/Models/PaintCanvasTool.cs b/StabilityMatrix.Avalonia/Models/PaintCanvasTool.cs
index 9e0de8af6..9d5a07f6b 100644
--- a/StabilityMatrix.Avalonia/Models/PaintCanvasTool.cs
+++ b/StabilityMatrix.Avalonia/Models/PaintCanvasTool.cs
@@ -4,5 +4,7 @@ public enum PaintCanvasTool
 {
     None,
     PaintBrush,
-    Eraser
+    Eraser,
+    Rectangle,
+    Ellipse,
 }
diff --git a/StabilityMatrix.Avalonia/Services/TabContext.cs b/StabilityMatrix.Avalonia/Services/TabContext.cs
index b28cee81f..62b0ebe5d 100644
--- a/StabilityMatrix.Avalonia/Services/TabContext.cs
+++ b/StabilityMatrix.Avalonia/Services/TabContext.cs
@@ -15,6 +15,18 @@ public partial class TabContext : ObservableObject
     [ObservableProperty]
     private HybridModelFile? _selectedModel;
 
+    /// <summary>
+    /// Current sampler/generation width.
+    /// </summary>
+    [ObservableProperty]
+    private int _samplerWidth = 1024;
+
+    /// <summary>
+    /// Current sampler/generation height.
+    /// </summary>
+    [ObservableProperty]
+    private int _samplerHeight = 1024;
+
     public event EventHandler<TabStateChangedEventArgs>? StateChanged;
 
     partial void OnSelectedModelChanged(HybridModelFile? value)
@@ -22,6 +34,16 @@ partial void OnSelectedModelChanged(HybridModelFile? value)
         OnStateChanged(nameof(SelectedModel));
     }
 
+    partial void OnSamplerWidthChanged(int value)
+    {
+        OnStateChanged(nameof(SamplerWidth));
+    }
+
+    partial void OnSamplerHeightChanged(int value)
+    {
+        OnStateChanged(nameof(SamplerHeight));
+    }
+
     protected virtual void OnStateChanged(string propertyName)
     {
         StateChanged?.Invoke(this, new TabStateChangedEventArgs(propertyName));
diff --git a/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
index 816d9dddd..3b61842c6 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
@@ -58,6 +58,12 @@ public partial class PaintCanvasViewModel(ILogger<PaintCanvasViewModel> logger)
     [ObservableProperty]
     private Size canvasSize = Size.Empty;
 
+    /// <summary>
+    /// Whether drawing is enabled. Set to false to disable brush strokes (e.g., for image reference layers).
+    /// </summary>
+    [ObservableProperty]
+    private bool isDrawingEnabled = true;
+
     [JsonIgnore]
     private SKCanvas? SourceCanvas { set; get; }
 
@@ -67,8 +73,9 @@ public partial class PaintCanvasViewModel(ILogger<PaintCanvasViewModel> logger)
         new()
         {
             ["Background"] = new SKLayer(),
-            ["Images"] = new SKLayer(),
-            ["Brush"] = new SKLayer(),
+            ["Images"] = new SKLayer(), // Layers BELOW the selected layer
+            ["Brush"] = new SKLayer(), // The currently selected/active layer
+            ["Overlay"] = new SKLayer(), // Layers ABOVE the selected layer
         };
 
     [JsonIgnore]
@@ -77,9 +84,116 @@ public partial class PaintCanvasViewModel(ILogger<PaintCanvasViewModel> logger)
     [JsonIgnore]
     private SKLayer ImagesLayer => Layers["Images"];
 
+    [JsonIgnore]
+    private SKLayer OverlayLayer => Layers["Overlay"];
+
     [JsonIgnore]
     private SKLayer BackgroundLayer => Layers["Background"];
 
+    /// <summary>
+    /// Cached bitmap of all finalized paths. Cleared when paths change.
+    /// </summary>
+    [JsonIgnore]
+    private SKImage? cachedPathsImage;
+
+    /// <summary>
+    /// Number of paths that were rendered into the cached image.
+    /// Used to determine if cache needs to be updated.
+    /// </summary>
+    [JsonIgnore]
+    private int cachedPathsCount;
+
+    /// <summary>
+    /// Cached surface for temporary paths during active drawing.
+    /// Allows incremental rendering of long strokes.
+    /// </summary>
+    [JsonIgnore]
+    private SKSurface? tempPathSurface;
+
+    /// <summary>
+    /// Tracks how many points have been rendered to the temp path surface per pointer ID.
+    /// </summary>
+    [JsonIgnore]
+    private readonly ConcurrentDictionary<long, int> tempPathRenderedPoints = new();
+
+    /// <summary>
+    /// Stored GPU context for creating GPU-backed surfaces.
+    /// Updated each render frame from the main surface.
+    /// </summary>
+    [JsonIgnore]
+    private GRRecordingContext? currentGrContext;
+
+    /// <summary>
+    /// Whether to use GPU-accelerated surfaces when available.
+    /// </summary>
+    [JsonIgnore]
+    public bool UseGpuAcceleration { get; set; } = true;
+
+    /// <summary>
+    /// Indicates whether GPU acceleration is currently active.
+    /// </summary>
+    [JsonIgnore]
+    public bool IsUsingGpu { get; private set; }
+
+    /// <summary>
+    /// Debug flag: Set to true to log GPU/CPU surface creation.
+    /// </summary>
+    [JsonIgnore]
+    public static bool LogRenderingMode { get; set; }
+#if DEBUG
+        = true;
+#endif
+
+    /// <summary>
+    /// Whether to show a checkerboard pattern for transparent areas.
+    /// </summary>
+    [JsonIgnore]
+    public bool ShowCheckerboardBackground { get; set; } = true;
+
+    /// <summary>
+    /// Size of each checkerboard square in pixels.
+    /// </summary>
+    private const int CheckerboardSquareSize = 16;
+
+    /// <summary>
+    /// Light color for the checkerboard pattern.
+    /// </summary>
+    private static readonly SKColor CheckerboardLight = new(220, 220, 220);
+
+    /// <summary>
+    /// Dark color for the checkerboard pattern.
+    /// </summary>
+    private static readonly SKColor CheckerboardDark = new(180, 180, 180);
+
+    /// <summary>
+    /// Cached checkerboard shader for efficient rendering.
+    /// </summary>
+    [JsonIgnore]
+    private SKShader? cachedCheckerboardShader;
+
+    /// <summary>
+    /// The canvas size that the cached checkerboard shader was created for.
+    /// </summary>
+    [JsonIgnore]
+    private Size cachedCheckerboardSize;
+
+    /// <summary>
+    /// Whether to show a grid overlay for alignment assistance.
+    /// </summary>
+    [ObservableProperty]
+    private bool showGridOverlay;
+
+    /// <summary>
+    /// Number of grid divisions (e.g., 3 for rule of thirds).
+    /// </summary>
+    [ObservableProperty]
+    private int gridDivisions = 3;
+
+    /// <summary>
+    /// Color for the grid overlay lines.
+    /// </summary>
+    private static readonly SKColor GridLineColor = new(128, 128, 128, 180);
+
     [JsonIgnore]
     public SKBitmap? BackgroundImage
     {
@@ -107,20 +221,39 @@ public SKBitmap? BackgroundImage
     public Action? RefreshCanvas { get; set; }
 
     /// <summary>
-    /// Sets or clears a bitmap for the Images layer.
-    /// Used for displaying other layers as a background when compositing.
+    /// Sets or clears a bitmap for a compositing layer.
+    /// Used for displaying other layers when compositing in a layered editor.
     /// </summary>
-    /// <param name="name">Identifier for the bitmap (currently ignored, single bitmap only)</param>
+    /// <param name="name">
+    /// Layer name: "Images" for layers below the selected layer,
+    /// "Overlay" for layers above the selected layer,
+    /// or legacy "OtherLayers" which maps to "Images" for backwards compatibility.
+    /// </param>
     /// <param name="bitmap">The bitmap to set, or null to clear</param>
     public void SetLayerBitmap(string name, SKBitmap? bitmap)
     {
+        // Map legacy name to new name for backwards compatibility
+        var layerName = name switch
+        {
+            "OtherLayers" => "Images", // Legacy: all other layers went to Images
+            "LayersBelow" => "Images",
+            "LayersAbove" => "Overlay",
+            "CurrentImage" => "Brush", // Selected image layer bitmap goes to Brush layer
+            _ => name,
+        };
+
+        if (!Layers.ContainsKey(layerName))
+        {
+            return;
+        }
+
         if (bitmap is not null)
         {
-            Layers["Images"].Bitmaps = [bitmap];
+            Layers[layerName].Bitmaps = [bitmap];
         }
         else
         {
-            Layers["Images"].Bitmaps = [];
+            Layers[layerName].Bitmaps = [];
         }
     }
 
@@ -150,14 +283,196 @@ public void Undo()
 
         Paths = currentPaths.RemoveAt(currentPaths.Count - 1);
 
+        // Invalidate cache since paths changed
+        InvalidatePathCache();
+
         RefreshCanvas?.Invoke();
     }
 
+    /// <summary>
+    /// Invalidates the cached paths image. Call when paths are modified externally.
+    /// </summary>
+    public void InvalidatePathCache()
+    {
+        cachedPathsImage?.Dispose();
+        cachedPathsImage = null;
+        cachedPathsCount = 0;
+    }
+
+    /// <summary>
+    /// Called when the Paths property changes.
+    /// Invalidates the cache since we have a completely new set of paths.
+    /// </summary>
+    partial void OnPathsChanged(ImmutableList<PenPath> value)
+    {
+        // When paths change (e.g., layer switch), invalidate the cache
+        // since the cached image is from the old paths
+        InvalidatePathCache();
+    }
+
     private bool CanExecuteUndo()
     {
         return Paths.Count > 0;
     }
 
+    #region Shape Tool State
+
+    /// <summary>
+    /// Starting point for shape drawing (Rectangle/Ellipse tools).
+    /// </summary>
+    [ObservableProperty]
+    [property: JsonIgnore]
+    private SKPoint? shapeStartPoint;
+
+    /// <summary>
+    /// Pointer ID for the current shape drawing operation.
+    /// </summary>
+    [ObservableProperty]
+    [property: JsonIgnore]
+    private long shapePointerId;
+
+    /// <summary>
+    /// Returns true if the currently selected tool is a shape tool.
+    /// </summary>
+    [JsonIgnore]
+    public bool IsShapeTool => SelectedTool is PaintCanvasTool.Rectangle or PaintCanvasTool.Ellipse;
+
+    #endregion
+
+    #region Canvas Commands
+
+    /// <summary>
+    /// Clears all paths from the canvas.
+    /// </summary>
+    [RelayCommand]
+    public void ClearCanvas()
+    {
+        Paths = ImmutableList<PenPath>.Empty;
+        TemporaryPaths.Clear();
+        InvalidatePathCache();
+        RefreshCanvas?.Invoke();
+    }
+
+    #endregion
+
+    #region Tool Selection Commands
+
+    [RelayCommand]
+    public void SelectBrushTool() => SelectedTool = PaintCanvasTool.PaintBrush;
+
+    [RelayCommand]
+    public void SelectEraserTool() => SelectedTool = PaintCanvasTool.Eraser;
+
+    [RelayCommand]
+    public void SelectRectangleTool() => SelectedTool = PaintCanvasTool.Rectangle;
+
+    [RelayCommand]
+    public void SelectEllipseTool() => SelectedTool = PaintCanvasTool.Ellipse;
+
+    #endregion
+
+    #region Brush Size Commands
+
+    [RelayCommand]
+    public void IncreaseBrushSize()
+    {
+        PaintBrushSize = Math.Min(100, PaintBrushSize + 5);
+    }
+
+    [RelayCommand]
+    public void DecreaseBrushSize()
+    {
+        PaintBrushSize = Math.Max(1, PaintBrushSize - 5);
+    }
+
+    #endregion
+
+    #region Shape Drawing Helpers
+
+    /// <summary>
+    /// Starts shape drawing at the given position.
+    /// </summary>
+    public void StartShapeDrawing(SKPoint position, long pointerId)
+    {
+        ShapeStartPoint = position;
+        ShapePointerId = pointerId;
+    }
+
+    /// <summary>
+    /// Updates the shape preview during drag.
+    /// </summary>
+    public void UpdateShapePreview(SKPoint currentPoint)
+    {
+        if (!ShapeStartPoint.HasValue)
+            return;
+
+        var bounds = CreateBoundsFromPoints(ShapeStartPoint.Value, currentPoint);
+        var previewPath = new PenPath
+        {
+            FillColor = PaintBrushSKColor.WithAlpha((byte)(PaintBrushAlpha * 255)),
+            PathType =
+                SelectedTool == PaintCanvasTool.Rectangle ? PenPathType.Rectangle : PenPathType.Ellipse,
+            Bounds = bounds,
+        };
+        TemporaryPaths[ShapePointerId] = previewPath;
+    }
+
+    /// <summary>
+    /// Finalizes the shape drawing and adds it to paths.
+    /// </summary>
+    /// <returns>The created shape path, or null if shape was too small.</returns>
+    public PenPath? FinalizeShape(SKPoint endPoint)
+    {
+        if (!ShapeStartPoint.HasValue)
+            return null;
+
+        var bounds = CreateBoundsFromPoints(ShapeStartPoint.Value, endPoint);
+
+        // Only create shape if it has meaningful size
+        if (bounds.Width <= 2 || bounds.Height <= 2)
+        {
+            ShapeStartPoint = null;
+            TemporaryPaths.TryRemove(ShapePointerId, out _);
+            return null;
+        }
+
+        var shapePath = new PenPath
+        {
+            FillColor = PaintBrushSKColor.WithAlpha((byte)(PaintBrushAlpha * 255)),
+            IsErase = SelectedTool == PaintCanvasTool.Eraser,
+            PathType =
+                SelectedTool == PaintCanvasTool.Rectangle ? PenPathType.Rectangle : PenPathType.Ellipse,
+            Bounds = bounds,
+        };
+
+        Paths = Paths.Add(shapePath);
+        ShapeStartPoint = null;
+        TemporaryPaths.TryRemove(ShapePointerId, out _);
+
+        return shapePath;
+    }
+
+    /// <summary>
+    /// Cancels the current shape drawing operation.
+    /// </summary>
+    public void CancelShapeDrawing()
+    {
+        ShapeStartPoint = null;
+        TemporaryPaths.TryRemove(ShapePointerId, out _);
+    }
+
+    private static SKRect CreateBoundsFromPoints(SKPoint start, SKPoint end)
+    {
+        return new SKRect(
+            Math.Min(start.X, end.X),
+            Math.Min(start.Y, end.Y),
+            Math.Max(start.X, end.X),
+            Math.Max(start.Y, end.Y)
+        );
+    }
+
+    #endregion
+
     public SKImage? RenderToWhiteChannelImage()
     {
         using var _ = CodeTimer.StartDebug();
@@ -420,40 +735,69 @@ public void RenderToSurface(
         bool renderBackgroundImage = false
     )
     {
+        var grContext = surface.Context;
+        var useGpu = UseGpuAcceleration && grContext != null;
+        IsUsingGpu = useGpu;
+
+        // Store the context for use in cache creation
+        currentGrContext = grContext;
+
         // Initialize canvas layers
         foreach (var layer in Layers.Values)
         {
             lock (layer)
             {
-                if (layer.Surface is null)
+                var needsNewSurface = layer.Surface is null;
+                if (!needsNewSurface)
                 {
-                    layer.Surface = SKSurface.Create(new SKImageInfo(CanvasSize.Width, CanvasSize.Height));
-                    /*layer.Surface = SKSurface.Create(
-                        surface.Context,
-                        true,
-                        new SKImageInfo(CanvasSize.Width, CanvasSize.Height)
-                    );*/
+                    // Check if we need to resize
+                    var currentInfo = layer.Surface!.Canvas.DeviceClipBounds;
+                    needsNewSurface =
+                        currentInfo.Width != CanvasSize.Width || currentInfo.Height != CanvasSize.Height;
                 }
-                else
+
+                if (needsNewSurface)
                 {
-                    // If we need to resize:
-                    var currentInfo = layer.Surface.Canvas.DeviceClipBounds;
-                    if (currentInfo.Width != CanvasSize.Width || currentInfo.Height != CanvasSize.Height)
-                    {
-                        // Dispose the old surface
-                        layer.Surface.Dispose();
+                    // Dispose old surface if exists
+                    layer.Surface?.Dispose();
+
+                    var imageInfo = new SKImageInfo(CanvasSize.Width, CanvasSize.Height);
 
-                        // Create a brand-new SKSurface with the new size
-                        layer.Surface = SKSurface.Create(
-                            new SKImageInfo(CanvasSize.Width, CanvasSize.Height)
-                        );
+                    // Try GPU surface first if available
+                    if (useGpu)
+                    {
+                        layer.Surface = SKSurface.Create(grContext!, budgeted: true, imageInfo);
+
+                        // Fallback to CPU if GPU surface creation failed
+                        if (layer.Surface is null)
+                        {
+                            if (LogRenderingMode)
+                            {
+                                logger.LogWarning(
+                                    "GPU surface creation failed, falling back to CPU for layer"
+                                );
+                            }
+                            layer.Surface = SKSurface.Create(imageInfo);
+                        }
+                        else if (LogRenderingMode)
+                        {
+                            logger.LogDebug("Created GPU-accelerated surface for layer");
+                        }
                     }
                     else
                     {
-                        // No resize needed, just clear
-                        layer.Surface.Canvas.Clear(SKColors.Transparent);
+                        layer.Surface = SKSurface.Create(imageInfo);
+                        if (LogRenderingMode)
+                        {
+                            logger.LogDebug("Created CPU surface for layer (GPU not available or disabled)");
+                        }
                     }
                 }
+                else
+                {
+                    // No resize needed, just clear
+                    layer.Surface!.Canvas.Clear(SKColors.Transparent);
+                }
             }
         }
 
@@ -476,41 +820,504 @@ public void RenderToSurface(
             }
         }
 
-        // Render paint layer
-        var paintLayerCanvas = BrushLayer.Surface!.Canvas;
+        // Render paint layer with caching optimization
+        RenderPathsWithCaching(BrushLayer.Surface!.Canvas);
+
+        // Draw background - either checkerboard for transparency or clear
+        if (ShowCheckerboardBackground)
+        {
+            RenderCheckerboardBackground(surface.Canvas);
+        }
+        else
+        {
+            surface.Canvas.Clear(SKColors.Transparent);
+        }
+
+        // Draw the layers to the main surface
+        foreach (var layer in Layers.Values)
+        {
+            lock (layer)
+            {
+                layer.Surface!.Canvas.Flush();
+                surface.Canvas.DrawSurface(layer.Surface!, new SKPoint(0, 0));
+            }
+        }
+
+        // Draw grid overlay if enabled
+        if (ShowGridOverlay)
+        {
+            RenderGridOverlay(surface.Canvas);
+        }
+
+        surface.Canvas.Flush();
+    }
+
+    /// <summary>
+    /// Renders a checkerboard pattern to indicate transparent areas.
+    /// Uses a cached shader for efficient repeated rendering.
+    /// </summary>
+    private void RenderCheckerboardBackground(SKCanvas canvas)
+    {
+        // Check if we need to create or recreate the shader
+        if (cachedCheckerboardShader is null || cachedCheckerboardSize != CanvasSize)
+        {
+            cachedCheckerboardShader?.Dispose();
+            cachedCheckerboardShader = CreateCheckerboardShader();
+            cachedCheckerboardSize = CanvasSize;
+        }
+
+        using var paint = new SKPaint { Shader = cachedCheckerboardShader, IsAntialias = false };
+
+        canvas.DrawRect(0, 0, CanvasSize.Width, CanvasSize.Height, paint);
+    }
+
+    /// <summary>
+    /// Creates a checkerboard pattern shader using a small tiled bitmap.
+    /// </summary>
+    private static SKShader CreateCheckerboardShader()
+    {
+        // Create a small 2x2 checker bitmap (in units of square size)
+        var tileSize = CheckerboardSquareSize * 2;
+        using var tileBitmap = new SKBitmap(tileSize, tileSize);
+        using var tileCanvas = new SKCanvas(tileBitmap);
+
+        // Draw the four squares
+        using var lightPaint = new SKPaint { Color = CheckerboardLight };
+        using var darkPaint = new SKPaint { Color = CheckerboardDark };
+
+        // Top-left and bottom-right are light
+        tileCanvas.DrawRect(0, 0, CheckerboardSquareSize, CheckerboardSquareSize, lightPaint);
+        tileCanvas.DrawRect(
+            CheckerboardSquareSize,
+            CheckerboardSquareSize,
+            CheckerboardSquareSize,
+            CheckerboardSquareSize,
+            lightPaint
+        );
+
+        // Top-right and bottom-left are dark
+        tileCanvas.DrawRect(
+            CheckerboardSquareSize,
+            0,
+            CheckerboardSquareSize,
+            CheckerboardSquareSize,
+            darkPaint
+        );
+        tileCanvas.DrawRect(
+            0,
+            CheckerboardSquareSize,
+            CheckerboardSquareSize,
+            CheckerboardSquareSize,
+            darkPaint
+        );
+
+        tileCanvas.Flush();
+
+        // Create a shader that tiles this bitmap
+        return SKShader.CreateBitmap(tileBitmap, SKShaderTileMode.Repeat, SKShaderTileMode.Repeat);
+    }
+
+    /// <summary>
+    /// Renders a grid overlay for alignment assistance (e.g., rule of thirds).
+    /// </summary>
+    private void RenderGridOverlay(SKCanvas canvas)
+    {
+        if (GridDivisions <= 1 || CanvasSize == Size.Empty)
+            return;
+
+        using var paint = new SKPaint
+        {
+            Color = GridLineColor,
+            IsAntialias = true,
+            Style = SKPaintStyle.Stroke,
+            StrokeWidth = 1f,
+        };
+
+        var width = CanvasSize.Width;
+        var height = CanvasSize.Height;
 
+        // Draw vertical lines
+        for (var i = 1; i < GridDivisions; i++)
+        {
+            var x = (float)(width * i) / GridDivisions;
+            canvas.DrawLine(x, 0, x, height, paint);
+        }
+
+        // Draw horizontal lines
+        for (var i = 1; i < GridDivisions; i++)
+        {
+            var y = (float)(height * i) / GridDivisions;
+            canvas.DrawLine(0, y, width, y, paint);
+        }
+    }
+
+    /// <summary>
+    /// Renders paths with caching optimization. Completed paths are cached
+    /// to avoid re-rendering them every frame.
+    /// </summary>
+    private void RenderPathsWithCaching(SKCanvas paintLayerCanvas)
+    {
+        var currentPathCount = Paths.Count;
+        var hasTemporaryPaths = !TemporaryPaths.IsEmpty;
+
+        // Check if we can use the cached image
+        if (cachedPathsImage != null && cachedPathsCount == currentPathCount && !hasTemporaryPaths)
+        {
+            // All paths are cached and no temporary paths - just draw the cached image
+            paintLayerCanvas.DrawImage(cachedPathsImage, new SKPoint(0, 0));
+            return;
+        }
+
+        // Check if we need to update the cache (new completed paths)
+        if (cachedPathsCount < currentPathCount && !hasTemporaryPaths)
+        {
+            // Render all completed paths to a new cached image
+            UpdatePathCache();
+
+            if (cachedPathsImage != null)
+            {
+                paintLayerCanvas.DrawImage(cachedPathsImage, new SKPoint(0, 0));
+                return;
+            }
+        }
+
+        // Fallback: render with partial caching
         using var paint = new SKPaint();
 
-        // Draw the paths
-        foreach (var penPath in Paths)
+        // If we have a cache, draw it first
+        if (cachedPathsImage != null && cachedPathsCount > 0)
         {
-            RenderPenPath(paintLayerCanvas, penPath, paint);
+            paintLayerCanvas.DrawImage(cachedPathsImage, new SKPoint(0, 0));
+
+            // Only render paths that aren't in the cache
+            for (var i = cachedPathsCount; i < currentPathCount; i++)
+            {
+                RenderPenPath(paintLayerCanvas, Paths[i], paint);
+            }
+        }
+        else
+        {
+            // No cache, render all paths
+            foreach (var penPath in Paths)
+            {
+                RenderPenPath(paintLayerCanvas, penPath, paint);
+            }
         }
 
+        // Render temporary paths directly (the batched RenderPenPath is already optimized)
         foreach (var penPath in TemporaryPaths.Values)
         {
             RenderPenPath(paintLayerCanvas, penPath, paint);
         }
+    }
 
-        // Draw background color
-        surface.Canvas.Clear(SKColors.Transparent);
+    /// <summary>
+    /// Renders temporary paths with incremental caching for long strokes.
+    /// Only new points since last render are drawn, dramatically improving
+    /// performance for continuous drawing.
+    /// </summary>
+    private void RenderTemporaryPathsIncremental(SKCanvas targetCanvas, SKPaint paint)
+    {
+        if (TemporaryPaths.IsEmpty)
+        {
+            // No temporary paths - dispose surface if exists
+            if (tempPathSurface != null)
+            {
+                tempPathSurface.Dispose();
+                tempPathSurface = null;
+                tempPathRenderedPoints.Clear();
+            }
+            return;
+        }
 
-        // Draw the layers to the main surface
-        foreach (var layer in Layers.Values)
+        // For simplicity and reliability, use a hybrid approach:
+        // - Keep a cached surface for the "already rendered" portions
+        // - Render new points directly to target canvas (which gets composited)
+
+        // Ensure we have a temp surface
+        var needNewSurface = tempPathSurface == null;
+        if (!needNewSurface)
         {
-            lock (layer)
+            var bounds = tempPathSurface!.Canvas.DeviceClipBounds;
+            needNewSurface = bounds.Width != CanvasSize.Width || bounds.Height != CanvasSize.Height;
+        }
+
+        if (needNewSurface)
+        {
+            tempPathSurface?.Dispose();
+            var imageInfo = new SKImageInfo(CanvasSize.Width, CanvasSize.Height);
+
+            // Try GPU surface first
+            if (IsUsingGpu && currentGrContext != null)
             {
-                layer.Surface!.Canvas.Flush();
+                tempPathSurface = SKSurface.Create(currentGrContext, budgeted: true, imageInfo);
+            }
+            tempPathSurface ??= SKSurface.Create(imageInfo);
+            tempPathSurface?.Canvas.Clear(SKColors.Transparent);
+            tempPathRenderedPoints.Clear();
+        }
 
-                surface.Canvas.DrawSurface(layer.Surface!, new SKPoint(0, 0));
+        if (tempPathSurface == null)
+        {
+            // Fallback: render all temp paths directly
+            foreach (var penPath in TemporaryPaths.Values)
+            {
+                RenderPenPath(targetCanvas, penPath, paint);
+            }
+            return;
+        }
+
+        var tempCanvas = tempPathSurface.Canvas;
+
+        // Check if any paths were removed (stroke finalized) - need to clear and rebuild
+        var pathsRemoved = false;
+        foreach (var pointerId in tempPathRenderedPoints.Keys.ToArray())
+        {
+            if (!TemporaryPaths.ContainsKey(pointerId))
+            {
+                pathsRemoved = true;
+                tempPathRenderedPoints.TryRemove(pointerId, out _);
+            }
+        }
+
+        if (pathsRemoved)
+        {
+            // A stroke was finalized - clear the temp surface
+            tempCanvas.Clear(SKColors.Transparent);
+            tempPathRenderedPoints.Clear();
+        }
+
+        // Render each temporary path
+        foreach (var (pointerId, penPath) in TemporaryPaths)
+        {
+            var renderedCount = tempPathRenderedPoints.GetValueOrDefault(pointerId, 0);
+            var totalPoints = penPath.Points.Count;
+
+            if (totalPoints > renderedCount)
+            {
+                if (renderedCount == 0)
+                {
+                    // New path - render everything to the temp surface
+                    RenderPenPath(tempCanvas, penPath, paint);
+                }
+                else
+                {
+                    // Continuing path - render new segment to temp surface
+                    RenderPenPathSegment(tempCanvas, penPath, renderedCount, totalPoints, paint);
+                }
+                tempPathRenderedPoints[pointerId] = totalPoints;
+            }
+        }
+
+        // Draw the temp surface to target
+        tempCanvas.Flush();
+        using var tempImage = tempPathSurface.Snapshot();
+        targetCanvas.DrawImage(tempImage, new SKPoint(0, 0));
+    }
+
+    /// <summary>
+    /// Renders a segment of a pen path (from startIndex to endIndex).
+    /// Used for incremental rendering of temporary paths.
+    /// </summary>
+    private static void RenderPenPathSegment(
+        SKCanvas canvas,
+        PenPath penPath,
+        int startIndex,
+        int endIndex,
+        SKPaint paint
+    )
+    {
+        if (startIndex >= endIndex || penPath.Points.Count == 0)
+            return;
+
+        // Apply Color
+        if (penPath.IsErase)
+        {
+            paint.BlendMode = SKBlendMode.Clear;
+            paint.Color = SKColors.Transparent;
+        }
+        else
+        {
+            paint.BlendMode = SKBlendMode.SrcOver;
+            paint.Color = penPath.FillColor;
+        }
+
+        paint.IsDither = true;
+        paint.IsAntialias = true;
+        paint.Style = SKPaintStyle.Stroke;
+        paint.StrokeCap = SKStrokeCap.Round;
+        paint.StrokeJoin = SKStrokeJoin.Round;
+
+        using var path = new SKPath();
+        var started = false;
+        var currentThickness = 0f;
+        var prevX = 0f;
+        var prevY = 0f;
+
+        // Start from one point before to ensure continuity
+        var actualStart = Math.Max(0, startIndex - 1);
+
+        for (var i = actualStart; i < endIndex && i < penPath.Points.Count; i++)
+        {
+            var point = penPath.Points[i];
+            if (!point.IsPen)
+                continue;
+
+            var thickness = (float)((point.Pressure ?? 1) * point.Radius * 2.5);
+
+            if (!started)
+            {
+                path.MoveTo(point.X, point.Y);
+                currentThickness = thickness;
+                started = true;
+            }
+            else
+            {
+                path.LineTo(point.X, point.Y);
+                currentThickness = (currentThickness + thickness) / 2;
+            }
+
+            prevX = point.X;
+            prevY = point.Y;
+        }
+
+        if (started)
+        {
+            paint.StrokeWidth = currentThickness;
+            canvas.DrawPath(path, paint);
+        }
+    }
+
+    /// <summary>
+    /// Clears the temporary path cache. Call when a stroke is finalized.
+    /// </summary>
+    public void ClearTempPathCache()
+    {
+        tempPathSurface?.Dispose();
+        tempPathSurface = null;
+        tempPathRenderedPoints.Clear();
+    }
+
+    /// <summary>
+    /// Updates the path cache with all current completed paths.
+    /// Uses GPU-backed surface if GPU acceleration is active.
+    /// </summary>
+    private void UpdatePathCache()
+    {
+        if (CanvasSize == Size.Empty || Paths.Count == 0)
+        {
+            cachedPathsImage?.Dispose();
+            cachedPathsImage = null;
+            cachedPathsCount = 0;
+            return;
+        }
+
+        var imageInfo = new SKImageInfo(CanvasSize.Width, CanvasSize.Height);
+        SKSurface? cacheSurface = null;
+
+        // Try to create GPU-backed surface if GPU is active
+        if (IsUsingGpu && currentGrContext != null)
+        {
+            try
+            {
+                cacheSurface = SKSurface.Create(currentGrContext, budgeted: true, imageInfo);
+                if (cacheSurface != null && LogRenderingMode)
+                {
+                    logger.LogDebug("Created GPU-backed cache surface");
+                }
+            }
+            catch (Exception ex)
+            {
+                if (LogRenderingMode)
+                {
+                    logger.LogWarning(ex, "Failed to create GPU cache surface, falling back to CPU");
+                }
             }
         }
 
-        surface.Canvas!.Flush();
+        // Fallback to CPU surface if GPU failed or not available
+        if (cacheSurface == null)
+        {
+            cacheSurface = SKSurface.Create(imageInfo);
+            if (LogRenderingMode && IsUsingGpu)
+            {
+                logger.LogDebug("Created CPU cache surface (GPU context was unavailable)");
+            }
+        }
+
+        if (cacheSurface == null)
+        {
+            logger.LogWarning("Failed to create any cache surface");
+            return;
+        }
+
+        using (cacheSurface)
+        {
+            var cacheCanvas = cacheSurface.Canvas;
+            cacheCanvas.Clear(SKColors.Transparent);
+
+            using var paint = new SKPaint();
+
+            // Render all completed paths
+            foreach (var penPath in Paths)
+            {
+                RenderPenPath(cacheCanvas, penPath, paint);
+            }
+
+            // Save the cached image
+            cachedPathsImage?.Dispose();
+            cachedPathsImage = cacheSurface.Snapshot();
+            cachedPathsCount = Paths.Count;
+
+            if (LogRenderingMode)
+            {
+                logger.LogDebug("Updated path cache with {Count} paths", cachedPathsCount);
+            }
+        }
     }
 
-    private static void RenderPenPath(SKCanvas canvas, PenPath penPath, SKPaint paint)
+    /// <summary>
+    /// Renders a pen path to a canvas. This method is public so it can be shared
+    /// with other ViewModels like LayeredMaskEditorViewModel.
+    /// Optimized to batch draw calls into a single SKPath for performance.
+    /// </summary>
+    public static void RenderPenPath(SKCanvas canvas, PenPath penPath, SKPaint paint)
     {
+        // Apply Color and blend mode
+        if (penPath.IsErase)
+        {
+            paint.BlendMode = SKBlendMode.Clear;
+            paint.Color = SKColors.Transparent;
+        }
+        else
+        {
+            paint.BlendMode = SKBlendMode.SrcOver;
+            paint.Color = penPath.FillColor;
+        }
+
+        paint.IsDither = true;
+        paint.IsAntialias = true;
+
+        // Handle shape path types (Rectangle, Ellipse)
+        switch (penPath.PathType)
+        {
+            case PenPathType.Rectangle:
+                paint.Style = SKPaintStyle.Fill;
+                canvas.DrawRect(penPath.Bounds, paint);
+                return;
+
+            case PenPathType.Ellipse:
+                paint.Style = SKPaintStyle.Fill;
+                canvas.DrawOval(penPath.Bounds, paint);
+                return;
+
+            case PenPathType.Freehand:
+            default:
+                // Continue with freehand rendering below
+                break;
+        }
+
+        // Freehand path rendering
         if (penPath.Points.Count == 0)
         {
             return;
@@ -519,7 +1326,6 @@ private static void RenderPenPath(SKCanvas canvas, PenPath penPath, SKPaint pain
         // Apply Color
         if (penPath.IsErase)
         {
-            // paint.BlendMode = SKBlendMode.SrcIn;
             paint.BlendMode = SKBlendMode.Clear;
             paint.Color = SKColors.Transparent;
         }
@@ -529,61 +1335,145 @@ private static void RenderPenPath(SKCanvas canvas, PenPath penPath, SKPaint pain
             paint.Color = penPath.FillColor;
         }
 
-        // Defaults
+        // Setup paint for strokes
         paint.IsDither = true;
         paint.IsAntialias = true;
+        paint.Style = SKPaintStyle.Stroke;
+        paint.StrokeCap = SKStrokeCap.Round; // Round caps handle endpoints
+        paint.StrokeJoin = SKStrokeJoin.Round;
 
-        // Track if we have any pen points
-        var hasPenPoints = false;
+        // Count pen points and check pressure uniformity in a single pass (avoids LINQ allocations)
+        var penPointCount = 0;
+        var uniformPressure = true;
+        var firstPressure = 0.0;
+        var totalThickness = 0.0;
+        var firstPenPointIndex = -1;
 
-        // Can't use foreach since this list may be modified during iteration
-        // ReSharper disable once ForCanBeConvertedToForeach
         for (var i = 0; i < penPath.Points.Count; i++)
         {
-            var penPoint = penPath.Points[i];
+            var p = penPath.Points[i];
+            if (!p.IsPen)
+                continue;
 
-            // Skip non-pen points
-            if (!penPoint.IsPen)
+            var pressure = p.Pressure ?? 1;
+            var thickness = pressure * p.Radius * 2.5;
+
+            if (penPointCount == 0)
             {
-                continue;
+                firstPressure = pressure;
+                firstPenPointIndex = i;
+            }
+            else if (uniformPressure && Math.Abs(pressure - firstPressure) >= 0.1)
+            {
+                uniformPressure = false;
             }
 
-            hasPenPoints = true;
+            totalThickness += thickness;
+            penPointCount++;
+        }
+
+        if (penPointCount == 0)
+        {
+            // No pen points - use the ToSKPath method for mouse-based paths
+            var point = penPath.Points[0];
+            paint.StrokeWidth = (float)(point.Radius * 2);
+            var skPath = penPath.ToSKPath();
+            canvas.DrawPath(skPath, paint);
+            return;
+        }
+
+        // For pressure-sensitive drawing, we need to handle variable thickness
+        if (penPointCount == 1)
+        {
+            // Single point - draw a circle
+            var point = penPath.Points[firstPenPointIndex];
+            var thickness = (point.Pressure ?? 1) * point.Radius * 2.5;
+            paint.Style = SKPaintStyle.Fill;
+            canvas.DrawCircle(point.X, point.Y, (float)(thickness / 2), paint);
+            return;
+        }
+
+        if (uniformPressure)
+        {
+            // All points have similar pressure - batch into single path
+            var avgThickness = totalThickness / penPointCount;
+            paint.StrokeWidth = (float)avgThickness;
 
-            var radius = penPoint.Radius;
-            var pressure = penPoint.Pressure ?? 1;
-            var thickness = pressure * radius * 2.5;
+            using var path = new SKPath();
+            var started = false;
 
-            // Draw path
-            if (i < penPath.Points.Count - 1)
+            for (var i = 0; i < penPath.Points.Count; i++)
             {
-                paint.Style = SKPaintStyle.Stroke;
-                paint.StrokeWidth = (float)thickness;
-                paint.StrokeCap = SKStrokeCap.Round;
-                paint.StrokeJoin = SKStrokeJoin.Round;
+                var p = penPath.Points[i];
+                if (!p.IsPen)
+                    continue;
 
-                var nextPoint = penPath.Points[i + 1];
-                canvas.DrawLine(penPoint.X, penPoint.Y, nextPoint.X, nextPoint.Y, paint);
+                if (!started)
+                {
+                    path.MoveTo(p.X, p.Y);
+                    started = true;
+                }
+                else
+                {
+                    path.LineTo(p.X, p.Y);
+                }
             }
 
-            // Draw circles for pens
-            paint.Style = SKPaintStyle.Fill;
-            canvas.DrawCircle(penPoint.X, penPoint.Y, (float)thickness / 2, paint);
+            canvas.DrawPath(path, paint);
         }
-
-        // Draw paths directly if we didn't have any pen points
-        if (!hasPenPoints)
+        else
         {
-            var point = penPath.Points[0];
-            var thickness = point.Radius * 2;
+            // Variable pressure - draw segments with varying thickness
+            // Batch into groups of similar thickness for fewer draw calls
+            using var path = new SKPath();
+            var currentThickness = 0f;
+            var pathStarted = false;
+            var lastPenX = 0f;
+            var lastPenY = 0f;
+
+            for (var i = 0; i < penPath.Points.Count; i++)
+            {
+                var point = penPath.Points[i];
+                if (!point.IsPen)
+                    continue;
 
-            paint.Style = SKPaintStyle.Stroke;
-            paint.StrokeWidth = (float)thickness;
-            paint.StrokeCap = SKStrokeCap.Round;
-            paint.StrokeJoin = SKStrokeJoin.Round;
+                var thickness = (float)((point.Pressure ?? 1) * point.Radius * 2.5);
 
-            var skPath = penPath.ToSKPath();
-            canvas.DrawPath(skPath, paint);
+                // If thickness changed significantly, draw current path and start new one
+                if (pathStarted && Math.Abs(thickness - currentThickness) > currentThickness * 0.2f)
+                {
+                    paint.StrokeWidth = currentThickness;
+                    canvas.DrawPath(path, paint);
+                    path.Reset();
+
+                    // Start new path from previous point for continuity
+                    path.MoveTo(lastPenX, lastPenY);
+                    pathStarted = false;
+                }
+
+                if (!pathStarted)
+                {
+                    path.MoveTo(point.X, point.Y);
+                    currentThickness = thickness;
+                    pathStarted = true;
+                }
+                else
+                {
+                    path.LineTo(point.X, point.Y);
+                    // Smoothly blend thickness
+                    currentThickness = (currentThickness + thickness) / 2;
+                }
+
+                lastPenX = point.X;
+                lastPenY = point.Y;
+            }
+
+            // Draw remaining path
+            if (pathStarted)
+            {
+                paint.StrokeWidth = currentThickness;
+                canvas.DrawPath(path, paint);
+            }
         }
     }
 }
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
index a87978c27..12e729ebb 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
@@ -4,9 +4,12 @@
 using System.Text.Json.Nodes;
 using Avalonia;
 using Avalonia.Controls.Primitives;
+using Avalonia.Platform.Storage;
 using Avalonia.Threading;
 using CommunityToolkit.Mvvm.ComponentModel;
 using CommunityToolkit.Mvvm.Input;
+using DynamicData;
+using DynamicData.Binding;
 using Injectio.Attributes;
 using SkiaSharp;
 using StabilityMatrix.Avalonia.Controls;
@@ -19,6 +22,8 @@
 using StabilityMatrix.Avalonia.ViewModels.Controls;
 using StabilityMatrix.Avalonia.Views.Dialogs;
 using StabilityMatrix.Core.Attributes;
+using StabilityMatrix.Core.Models.Database;
+using StabilityMatrix.Core.Services;
 using ContentDialogButton = FluentAvalonia.UI.Controls.ContentDialogButton;
 using Size = System.Drawing.Size;
 
@@ -34,7 +39,9 @@ namespace StabilityMatrix.Avalonia.ViewModels.Dialogs;
 public partial class LayeredMaskEditorViewModel : LoadableViewModelBase, IDisposable
 {
     private readonly IServiceManager<ViewModelBase> vmFactory;
+    private readonly IImageIndexService imageIndexService;
     private int layerCounter;
+    private int imageLayerCounter;
 
     /// <summary>
     /// The collection of layers in the editor (ordered from bottom to top).
@@ -66,15 +73,49 @@ public partial class LayeredMaskEditorViewModel : LoadableViewModelBase, IDispos
     /// </summary>
     public PaintCanvasViewModel PaintCanvasViewModel { get; }
 
-    public LayeredMaskEditorViewModel(IServiceManager<ViewModelBase> vmFactory)
+    /// <summary>
+    /// Whether the recent images panel is expanded.
+    /// </summary>
+    [ObservableProperty]
+    private bool isRecentImagesPanelExpanded;
+
+    /// <summary>
+    /// Collection of recent inference images for quick selection.
+    /// </summary>
+    public IObservableCollection<LocalImageFile> LocalImages { get; } =
+        new ObservableCollectionExtended<LocalImageFile>();
+
+    public LayeredMaskEditorViewModel(
+        IServiceManager<ViewModelBase> vmFactory,
+        IImageIndexService imageIndexService
+    )
     {
         this.vmFactory = vmFactory;
+        this.imageIndexService = imageIndexService;
         PaintCanvasViewModel = vmFactory.Get<PaintCanvasViewModel>();
 
+        // Subscribe to recent images
+        imageIndexService
+            .InferenceImages.ItemsSource.Connect()
+            .DeferUntilLoaded()
+            .SortBy(file => file.LastModifiedAt, SortDirection.Descending)
+            .Top(50) // Limit to 50 most recent
+            .Bind(LocalImages)
+            .Subscribe();
+
         // Initialize with one layer
         AddLayer();
     }
 
+    /// <inheritdoc />
+    public override async Task OnLoadedAsync()
+    {
+        await base.OnLoadedAsync();
+
+        // Refresh the image index to populate recent images
+        await imageIndexService.RefreshIndexForAllCollections();
+    }
+
     /// <summary>
     /// Adds a new layer on top of the stack.
     /// </summary>
@@ -96,11 +137,149 @@ private void AddLayer()
         SyncSelectedLayerToCanvas();
     }
 
+    /// <summary>
+    /// Adds a new image layer on top of the stack.
+    /// </summary>
+    [RelayCommand]
+    private void AddImageLayer()
+    {
+        imageLayerCounter++;
+        var layer = new MaskLayer
+        {
+            Name = $"Image {imageLayerCounter}",
+            LayerType = MaskLayerType.Image,
+            DisplayColor = new SKColor(128, 128, 128), // Gray for image layers
+        };
+
+        // Subscribe to layer property changes to refresh canvas
+        layer.PropertyChanged += Layer_PropertyChanged;
+
+        Layers.Add(layer);
+        SelectedLayer = layer;
+
+        // Expand the recent images panel when adding an image layer
+        IsRecentImagesPanelExpanded = true;
+
+        SyncSelectedLayerToCanvas();
+    }
+
+    /// <summary>
+    /// Selects an image from the recent images panel for the current image layer.
+    /// </summary>
+    [RelayCommand]
+    private async Task SelectImageFromRecent(LocalImageFile? imageFile)
+    {
+        if (imageFile is null || SelectedLayer is null)
+            return;
+
+        // If selected layer is not an image layer, create a new one
+        if (SelectedLayer.LayerType != MaskLayerType.Image)
+        {
+            AddImageLayer();
+        }
+
+        await LoadImageIntoLayerAsync(SelectedLayer!, imageFile.AbsolutePath);
+    }
+
+    /// <summary>
+    /// Opens a file picker to select an image for the current image layer.
+    /// </summary>
+    [RelayCommand]
+    private async Task BrowseImageForLayer()
+    {
+        var files = await App.StorageProvider.OpenFilePickerAsync(
+            new FilePickerOpenOptions
+            {
+                Title = "Select Reference Image",
+                AllowMultiple = false,
+                FileTypeFilter =
+                [
+                    new FilePickerFileType("Images")
+                    {
+                        Patterns = ["*.png", "*.jpg", "*.jpeg", "*.webp", "*.bmp"],
+                    },
+                ],
+            }
+        );
+
+        if (files.Count == 0 || files[0].TryGetLocalPath() is not { } path)
+            return;
+
+        // If no layer selected or current layer is paint, create a new image layer
+        if (SelectedLayer is null || SelectedLayer.LayerType != MaskLayerType.Image)
+        {
+            AddImageLayer();
+        }
+
+        await LoadImageIntoLayerAsync(SelectedLayer!, path);
+    }
+
+    /// <summary>
+    /// Loads an image from the given path into the specified layer.
+    /// </summary>
+    private async Task LoadImageIntoLayerAsync(MaskLayer layer, string imagePath)
+    {
+        if (layer.LayerType != MaskLayerType.Image)
+            return;
+
+        try
+        {
+            // Load bitmap on background thread
+            var bitmap = await Task.Run(() =>
+            {
+                using var stream = File.OpenRead(imagePath);
+                return SKBitmap.Decode(stream);
+            });
+
+            if (bitmap is null)
+                return;
+
+            // Dispose old bitmap
+            layer.SourceImage?.Dispose();
+
+            // Store the path and bitmap
+            layer.SourceImagePath = imagePath;
+            layer.SourceImage = bitmap;
+
+            // Refresh canvas (SourceImage property change also triggers Layer_PropertyChanged)
+            SyncSelectedLayerToCanvas();
+        }
+        catch (Exception)
+        {
+            // Silently fail - could add notification here
+        }
+    }
+
     private void Layer_PropertyChanged(object? sender, System.ComponentModel.PropertyChangedEventArgs e)
     {
-        // Refresh canvas when visibility changes
-        if (e.PropertyName == nameof(MaskLayer.IsVisible))
+        // Refresh canvas when visibility, opacity, or image scale changes
+        if (
+            e.PropertyName
+            is nameof(MaskLayer.IsVisible)
+                or nameof(MaskLayer.Opacity)
+                or nameof(MaskLayer.ImageScale)
+                or nameof(MaskLayer.SourceImage)
+        )
         {
+            var changedLayer = sender as MaskLayer;
+
+            // Save paths before sync, but handle visibility toggle specially:
+            // - When toggling OFF (IsVisible is now false): canvas has paths, SAVE them
+            // - When toggling ON (IsVisible is now true): canvas was empty, DON'T save
+            if (
+                changedLayer == SelectedLayer
+                && e.PropertyName == nameof(MaskLayer.IsVisible)
+                && changedLayer.IsVisible
+            )
+            {
+                // Toggling ON - skip save (canvas was empty while hidden)
+            }
+            else
+            {
+                // All other cases: save paths
+                SaveCurrentLayerPaths();
+            }
+
             SyncSelectedLayerToCanvas();
         }
     }
@@ -180,17 +359,74 @@ private void MoveLayerDown(MaskLayer? layer)
         }
     }
 
+    /// <summary>
+    /// Fills the selected layer with a rectangle covering the entire canvas.
+    /// </summary>
+    [RelayCommand]
+    private void FillLayer()
+    {
+        if (SelectedLayer is null || SelectedLayer.LayerType != MaskLayerType.Paint)
+            return;
+
+        // Create a rectangle path covering the entire canvas
+        var fillPath = new PenPath
+        {
+            PathType = PenPathType.Rectangle,
+            FillColor = SelectedLayer.DisplayColor,
+            Bounds = new SKRect(0, 0, CanvasSize.Width, CanvasSize.Height),
+        };
+
+        // Add to current paths
+        SelectedLayer.Paths = SelectedLayer.Paths.Add(fillPath);
+        SyncSelectedLayerToCanvas();
+    }
+
+    /// <summary>
+    /// Duplicates the selected layer with all its content and settings.
+    /// </summary>
+    [RelayCommand]
+    private void DuplicateLayer()
+    {
+        if (SelectedLayer is null)
+            return;
+
+        // Save current layer paths first
+        SaveCurrentLayerPaths();
+
+        layerCounter++;
+        var clone = new MaskLayer
+        {
+            Name = $"{SelectedLayer.Name} Copy",
+            LayerType = SelectedLayer.LayerType,
+            DisplayColor = SelectedLayer.DisplayColor,
+            Prompt = SelectedLayer.Prompt,
+            Strength = SelectedLayer.Strength,
+            Opacity = SelectedLayer.Opacity,
+            IsVisible = SelectedLayer.IsVisible,
+            IsEnabled = SelectedLayer.IsEnabled,
+            Paths = SelectedLayer.Paths, // ImmutableList, safe to share
+            SourceImagePath = SelectedLayer.SourceImagePath,
+            ImageScale = SelectedLayer.ImageScale,
+        };
+
+        // Subscribe to layer property changes
+        clone.PropertyChanged += Layer_PropertyChanged;
+
+        // Insert after current layer
+        var index = Layers.IndexOf(SelectedLayer);
+        Layers.Insert(index + 1, clone);
+        SelectedLayer = clone;
+        SyncSelectedLayerToCanvas();
+    }
+
     /// <summary>
     /// Called when the selected layer changes.
     /// Saves the current layer's paths and loads the new layer's paths.
     /// </summary>
     partial void OnSelectedLayerChanging(MaskLayer? oldValue, MaskLayer? newValue)
     {
-        // Save paths from old layer
-        if (oldValue is not null)
-        {
-            oldValue.Paths = PaintCanvasViewModel.Paths;
-        }
+        // Save paths from old layer before switching
+        SaveCurrentLayerPaths();
     }
 
     partial void OnSelectedLayerChanged(MaskLayer? value)
@@ -210,13 +446,15 @@ partial void OnShowAllLayersChanged(bool value)
 
     /// <summary>
     /// Syncs the selected layer's paths and brush color to the paint canvas.
-    /// Other visible layers are rendered as a background image.
+    /// Other visible layers are rendered to their correct z-order positions.
     /// </summary>
     private void SyncSelectedLayerToCanvas()
     {
         if (SelectedLayer is null)
         {
             PaintCanvasViewModel.Paths = [];
+            PaintCanvasViewModel.SetLayerBitmap("LayersBelow", null);
+            PaintCanvasViewModel.SetLayerBitmap("LayersAbove", null);
             PaintCanvasViewModel.RefreshCanvas?.Invoke();
             return;
         }
@@ -225,30 +463,62 @@ private void SyncSelectedLayerToCanvas()
         PaintCanvasViewModel.PaintBrushColor = SelectedLayer.AvaloniaDisplayColor;
         PaintCanvasViewModel.CanvasSize = CanvasSize;
 
-        // Always load only the selected layer's paths for active drawing
-        PaintCanvasViewModel.Paths = SelectedLayer.Paths;
+        // Handle different layer types
+        if (SelectedLayer.LayerType == MaskLayerType.Image)
+        {
+            // Image layers are reference-only, disable drawing
+            PaintCanvasViewModel.IsDrawingEnabled = false;
+            PaintCanvasViewModel.Paths = [];
+
+            // Render the selected image layer's bitmap directly if visible and has content
+            if (SelectedLayer.IsVisible && SelectedLayer.SourceImage != null && CanvasSize != Size.Empty)
+            {
+                var selectedImageBitmap = RenderSingleImageLayer(SelectedLayer);
+                PaintCanvasViewModel.SetLayerBitmap("CurrentImage", selectedImageBitmap);
+            }
+            else
+            {
+                PaintCanvasViewModel.SetLayerBitmap("CurrentImage", null);
+            }
+        }
+        else if (SelectedLayer.IsVisible)
+        {
+            // Paint layer - enable drawing and show paths if visible
+            PaintCanvasViewModel.IsDrawingEnabled = true;
+            PaintCanvasViewModel.Paths = SelectedLayer.Paths;
+            PaintCanvasViewModel.SetLayerBitmap("CurrentImage", null);
+        }
+        else
+        {
+            // Layer is hidden - still allow drawing but don't render its paths until shown
+            PaintCanvasViewModel.IsDrawingEnabled = true;
+            PaintCanvasViewModel.Paths = [];
+            PaintCanvasViewModel.SetLayerBitmap("CurrentImage", null);
+        }
 
         if (ShowAllLayers && CanvasSize != Size.Empty)
         {
-            // Render other visible layers as a background image
-            var otherLayersBitmap = RenderOtherLayersToBackground();
-            PaintCanvasViewModel.SetLayerBitmap("OtherLayers", otherLayersBitmap);
+            // Render layers to their correct z-order positions
+            var (belowBitmap, aboveBitmap) = RenderLayersByPosition();
+            PaintCanvasViewModel.SetLayerBitmap("LayersBelow", belowBitmap);
+            PaintCanvasViewModel.SetLayerBitmap("LayersAbove", aboveBitmap);
         }
         else
         {
-            // Clear the other layers background
-            PaintCanvasViewModel.SetLayerBitmap("OtherLayers", null);
+            // Clear other layer bitmaps
+            PaintCanvasViewModel.SetLayerBitmap("LayersBelow", null);
+            PaintCanvasViewModel.SetLayerBitmap("LayersAbove", null);
         }
 
         PaintCanvasViewModel.RefreshCanvas?.Invoke();
     }
 
     /// <summary>
-    /// Renders all visible layers EXCEPT the selected layer to a bitmap for background display.
+    /// Renders a single image layer's bitmap at the canvas size with scaling.
     /// </summary>
-    private SKBitmap? RenderOtherLayersToBackground()
+    private SKBitmap? RenderSingleImageLayer(MaskLayer layer)
     {
-        if (CanvasSize == Size.Empty)
+        if (layer.SourceImage is null || CanvasSize == Size.Empty)
             return null;
 
         var bitmap = new SKBitmap(
@@ -260,18 +530,134 @@ private void SyncSelectedLayerToCanvas()
         using var canvas = new SKCanvas(bitmap);
         canvas.Clear(SKColors.Transparent);
 
-        // Draw layers in order (bottom to top), skipping selected layer
-        foreach (var layer in Layers)
+        var alpha = (byte)(layer.Opacity * 255);
+        RenderImageLayer(canvas, layer, alpha);
+
+        return bitmap;
+    }
+
+    /// <summary>
+    /// Renders visible layers split into two bitmaps: layers below and above the selected layer.
+    /// This enables proper z-ordering where the selected layer maintains its correct position.
+    /// Note: In this layer system, LOWER index = drawn on TOP (like Photoshop's layer panel).
+    /// </summary>
+    /// <returns>A tuple of (layersBelow, layersAbove) bitmaps. Either may be null if empty.</returns>
+    private (SKBitmap? LayersBelow, SKBitmap? LayersAbove) RenderLayersByPosition()
+    {
+        if (CanvasSize == Size.Empty || SelectedLayer is null)
+            return (null, null);
+
+        var selectedIndex = Layers.IndexOf(SelectedLayer);
+        if (selectedIndex < 0)
+            return (null, null);
+
+        SKBitmap? belowBitmap = null;
+        SKBitmap? aboveBitmap = null;
+
+        // Layers with LOWER index than selected = drawn on TOP (rendered to Overlay layer)
+        // These are visually "above" the selected layer
+        var hasLayersAbove = false;
+        for (var i = 0; i < selectedIndex; i++)
+        {
+            var layer = Layers[i];
+            if (layer.IsVisible && LayerHasContent(layer))
+            {
+                hasLayersAbove = true;
+                break;
+            }
+        }
+
+        if (hasLayersAbove)
         {
-            if (!layer.IsVisible || layer == SelectedLayer || layer.Paths.Count == 0)
-                continue;
+            aboveBitmap = new SKBitmap(
+                CanvasSize.Width,
+                CanvasSize.Height,
+                SKColorType.Rgba8888,
+                SKAlphaType.Premul
+            );
+            using var aboveCanvas = new SKCanvas(aboveBitmap);
+            aboveCanvas.Clear(SKColors.Transparent);
+
+            // Render in reverse order so that lower index (top layer) is drawn last (on top)
+            for (var i = selectedIndex - 1; i >= 0; i--)
+            {
+                var layer = Layers[i];
+                if (!layer.IsVisible || !LayerHasContent(layer))
+                    continue;
 
+                RenderLayerToCanvas(aboveCanvas, layer);
+            }
+        }
+
+        // Layers with HIGHER index than selected = drawn BELOW (rendered to Images layer)
+        // These are visually "behind" the selected layer
+        var hasLayersBelow = false;
+        for (var i = selectedIndex + 1; i < Layers.Count; i++)
+        {
+            var layer = Layers[i];
+            if (layer.IsVisible && LayerHasContent(layer))
+            {
+                hasLayersBelow = true;
+                break;
+            }
+        }
+
+        if (hasLayersBelow)
+        {
+            belowBitmap = new SKBitmap(
+                CanvasSize.Width,
+                CanvasSize.Height,
+                SKColorType.Rgba8888,
+                SKAlphaType.Premul
+            );
+            using var belowCanvas = new SKCanvas(belowBitmap);
+            belowCanvas.Clear(SKColors.Transparent);
+
+            // Render from bottom to top (highest index first, as it's the bottom-most)
+            for (var i = Layers.Count - 1; i > selectedIndex; i--)
+            {
+                var layer = Layers[i];
+                if (!layer.IsVisible || !LayerHasContent(layer))
+                    continue;
+
+                RenderLayerToCanvas(belowCanvas, layer);
+            }
+        }
+
+        return (belowBitmap, aboveBitmap);
+    }
+
+    /// <summary>
+    /// Checks if a layer has any renderable content.
+    /// </summary>
+    private static bool LayerHasContent(MaskLayer layer)
+    {
+        return layer.LayerType == MaskLayerType.Image ? layer.SourceImage != null : layer.Paths.Count > 0;
+    }
+
+    /// <summary>
+    /// Renders a single layer to a canvas with the layer's settings and opacity.
+    /// Handles both paint layers (paths) and image layers (bitmaps).
+    /// </summary>
+    private void RenderLayerToCanvas(SKCanvas canvas, MaskLayer layer)
+    {
+        var alpha = (byte)(layer.Opacity * 255);
+
+        if (layer.LayerType == MaskLayerType.Image && layer.SourceImage != null)
+        {
+            // Render image layer with scaling
+            RenderImageLayer(canvas, layer, alpha);
+        }
+        else
+        {
+            // Render paint layer paths
             using var paint = new SKPaint
             {
                 Color = new SKColor(
                     layer.DisplayColor.Red,
                     layer.DisplayColor.Green,
-                    layer.DisplayColor.Blue
+                    layer.DisplayColor.Blue,
+                    alpha
                 ),
                 IsAntialias = true,
                 Style = SKPaintStyle.Fill,
@@ -282,16 +668,47 @@ private void SyncSelectedLayerToCanvas()
                 RenderPenPathToCanvas(canvas, penPath, paint);
             }
         }
+    }
 
-        return bitmap;
+    /// <summary>
+    /// Renders an image layer with scaling and centering.
+    /// </summary>
+    private void RenderImageLayer(SKCanvas canvas, MaskLayer layer, byte alpha)
+    {
+        if (layer.SourceImage is null)
+            return;
+
+        var bitmap = layer.SourceImage;
+        var scale = (float)layer.ImageScale;
+
+        // Calculate scaled dimensions
+        var scaledWidth = bitmap.Width * scale;
+        var scaledHeight = bitmap.Height * scale;
+
+        // Center the image on the canvas
+        var offsetX = (CanvasSize.Width - scaledWidth) / 2f;
+        var offsetY = (CanvasSize.Height - scaledHeight) / 2f;
+
+        var destRect = new SKRect(offsetX, offsetY, offsetX + scaledWidth, offsetY + scaledHeight);
+
+        using var paint = new SKPaint
+        {
+            Color = new SKColor(255, 255, 255, alpha),
+            IsAntialias = true,
+            FilterQuality = SKFilterQuality.High,
+        };
+
+        canvas.DrawBitmap(bitmap, destRect, paint);
     }
 
     /// <summary>
     /// Saves the current canvas paths back to the selected layer.
+    /// Only saves for paint layers that could have been edited.
     /// </summary>
     public void SaveCurrentLayerPaths()
     {
-        if (SelectedLayer is not null)
+        // Only save for paint layers (image layers don't have editable paths)
+        if (SelectedLayer is not null && SelectedLayer.LayerType == MaskLayerType.Paint)
         {
             SelectedLayer.Paths = PaintCanvasViewModel.Paths;
         }
@@ -323,72 +740,44 @@ public IReadOnlyList<MaskLayer> GetEnabledLayersWithContent()
         var canvas = surface.Canvas;
         canvas.Clear(SKColors.Transparent);
 
-        // Draw paths in white
-        using var paint = new SKPaint
-        {
-            Color = SKColors.White,
-            IsAntialias = true,
-            Style = SKPaintStyle.Fill,
-        };
+        // Draw paths - RenderPenPath will use penPath.FillColor, so we render first
+        using var paint = new SKPaint { IsAntialias = true, Style = SKPaintStyle.Fill };
 
         foreach (var penPath in layer.Paths)
         {
             RenderPenPathToCanvas(canvas, penPath, paint);
         }
 
+        // Now convert all colors to white, keeping alpha
+        // This ensures the mask is white regardless of display color
+        using var originalImage = surface.Snapshot();
+        // csharpier-ignore
+        using var colorFilter = SKColorFilter.CreateColorMatrix(
+            [
+                // R, G, B, A, Bias
+                // Convert any color to white (255, 255, 255), keep original alpha
+                0, 0, 0, 0, 255,  // R = 255
+                0, 0, 0, 0, 255,  // G = 255
+                0, 0, 0, 0, 255,  // B = 255
+                0, 0, 0, 1, 0     // A = original alpha
+            ]
+        );
+
+        using var filterPaint = new SKPaint();
+        filterPaint.ColorFilter = colorFilter;
+
+        canvas.Clear(SKColors.Transparent);
+        canvas.DrawImage(originalImage, originalImage.Info.Rect, filterPaint);
+
         return surface.Snapshot();
     }
 
+    /// <summary>
+    /// Renders a pen path to a canvas. Delegates to PaintCanvasViewModel's shared implementation.
+    /// </summary>
     private static void RenderPenPathToCanvas(SKCanvas canvas, PenPath penPath, SKPaint paint)
     {
-        if (penPath.Points.Count == 0)
-            return;
-
-        // Track if we have any pen points
-        var hasPenPoints = false;
-
-        for (var i = 0; i < penPath.Points.Count; i++)
-        {
-            var penPoint = penPath.Points[i];
-            if (!penPoint.IsPen)
-                continue;
-
-            hasPenPoints = true;
-            var radius = penPoint.Radius;
-            var pressure = penPoint.Pressure ?? 1;
-            var thickness = pressure * radius * 2.5;
-
-            // Draw path segments
-            if (i < penPath.Points.Count - 1)
-            {
-                paint.Style = SKPaintStyle.Stroke;
-                paint.StrokeWidth = (float)thickness;
-                paint.StrokeCap = SKStrokeCap.Round;
-                paint.StrokeJoin = SKStrokeJoin.Round;
-
-                var nextPoint = penPath.Points[i + 1];
-                canvas.DrawLine(penPoint.X, penPoint.Y, nextPoint.X, nextPoint.Y, paint);
-            }
-
-            // Draw circles for pen points
-            paint.Style = SKPaintStyle.Fill;
-            canvas.DrawCircle(penPoint.X, penPoint.Y, (float)thickness / 2, paint);
-        }
-
-        // Draw paths directly if no pen points
-        if (!hasPenPoints && penPath.Points.Count > 0)
-        {
-            var point = penPath.Points[0];
-            var thickness = point.Radius * 2;
-
-            paint.Style = SKPaintStyle.Stroke;
-            paint.StrokeWidth = (float)thickness;
-            paint.StrokeCap = SKStrokeCap.Round;
-            paint.StrokeJoin = SKStrokeJoin.Round;
-
-            var skPath = penPath.ToSKPath();
-            canvas.DrawPath(skPath, paint);
-        }
+        PaintCanvasViewModel.RenderPenPath(canvas, penPath, paint);
     }
 
     /// <summary>
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/Modules/RegionalPromptModule.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/Modules/RegionalPromptModule.cs
index 2540b4909..d6f11faa6 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/Modules/RegionalPromptModule.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/Modules/RegionalPromptModule.cs
@@ -43,6 +43,14 @@ protected override void OnApplyStep(ModuleApplyStepEventArgs e)
         var card = GetCard<RegionalPromptCardViewModel>();
         maskCounter = 0;
 
+        // Sync canvas size from the generation resolution
+        // This ensures masks are rendered at the correct size even if user changed dimensions
+        var primarySize = e.Builder.Connections.PrimarySize;
+        if (primarySize is { Width: > 0, Height: > 0 })
+        {
+            card.SetCanvasSize(primarySize.Width, primarySize.Height);
+        }
+
         // Get enabled layers with content
         var enabledLayers = card.GetEnabledLayersWithContent();
 
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/RegionalPromptCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/RegionalPromptCardViewModel.cs
index 709e25391..579705caf 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/RegionalPromptCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/RegionalPromptCardViewModel.cs
@@ -23,6 +23,7 @@ public partial class RegionalPromptCardViewModel : LoadableViewModelBase
     public const string ModuleKey = "RegionalPrompt";
 
     private readonly IServiceManager<ViewModelBase> vmFactory;
+    private readonly TabContext tabContext;
 
     /// <summary>
     /// The layered mask editor for painting regions.
@@ -37,9 +38,10 @@ public partial class RegionalPromptCardViewModel : LoadableViewModelBase
     [JsonIgnore]
     public ObservableCollection<MaskLayer> Layers => LayeredMaskEditor.Layers;
 
-    public RegionalPromptCardViewModel(IServiceManager<ViewModelBase> vmFactory)
+    public RegionalPromptCardViewModel(IServiceManager<ViewModelBase> vmFactory, TabContext tabContext)
     {
         this.vmFactory = vmFactory;
+        this.tabContext = tabContext;
         LayeredMaskEditor = vmFactory.Get<LayeredMaskEditorViewModel>();
     }
 
@@ -58,8 +60,16 @@ public void SetCanvasSize(int width, int height)
     [RelayCommand]
     private async Task OpenMaskEditorAsync()
     {
-        // Ensure canvas size is set
-        if (LayeredMaskEditor.CanvasSize == System.Drawing.Size.Empty)
+        // Get canvas size from TabContext (synced from SamplerCardViewModel)
+        var width = tabContext.SamplerWidth;
+        var height = tabContext.SamplerHeight;
+
+        // Use the sampler dimensions, or fallback to 1024x1024
+        if (width > 0 && height > 0)
+        {
+            LayeredMaskEditor.CanvasSize = new System.Drawing.Size(width, height);
+        }
+        else if (LayeredMaskEditor.CanvasSize == System.Drawing.Size.Empty)
         {
             LayeredMaskEditor.CanvasSize = new System.Drawing.Size(1024, 1024);
         }
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/SamplerCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/SamplerCardViewModel.cs
index 2af5d7524..7ac208a8b 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/SamplerCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/SamplerCardViewModel.cs
@@ -193,6 +193,18 @@ private void TabContextOnStateChanged(object? sender, TabContext.TabStateChanged
         SelectedScheduler = defaults.Scheduler;
     }
 
+    partial void OnWidthChanged(int value)
+    {
+        // Sync width to TabContext so other components can access it
+        tabContext.SamplerWidth = value;
+    }
+
+    partial void OnHeightChanged(int value)
+    {
+        // Sync height to TabContext so other components can access it
+        tabContext.SamplerHeight = value;
+    }
+
     [RelayCommand]
     private void SwapDimensions()
     {
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
index e01dd8971..f613d3b73 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
@@ -3,13 +3,16 @@
     xmlns="https://github.com/avaloniaui"
     xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
     xmlns:controls="clr-namespace:StabilityMatrix.Avalonia.Controls"
+    xmlns:converters="clr-namespace:StabilityMatrix.Avalonia.Converters"
     xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
+    xmlns:database="clr-namespace:StabilityMatrix.Core.Models.Database;assembly=StabilityMatrix.Core"
     xmlns:fluentIcons="clr-namespace:FluentIcons.Avalonia.Fluent;assembly=FluentIcons.Avalonia.Fluent"
     xmlns:inference="clr-namespace:StabilityMatrix.Avalonia.Models.Inference"
     xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
     xmlns:mocks="clr-namespace:StabilityMatrix.Avalonia.DesignData"
     xmlns:sg="clr-namespace:SpacedGridControl.Avalonia;assembly=SpacedGridControl.Avalonia"
     xmlns:ui="using:FluentAvalonia.UI.Controls"
+    xmlns:vendorLabs="clr-namespace:StabilityMatrix.Avalonia.Controls.VendorLabs"
     xmlns:vmDialogs="clr-namespace:StabilityMatrix.Avalonia.ViewModels.Dialogs"
     d:DataContext="{x:Static mocks:DesignData.LayeredMaskEditorViewModel}"
     d:DesignHeight="1200"
@@ -17,6 +20,10 @@
     x:DataType="vmDialogs:LayeredMaskEditorViewModel"
     mc:Ignorable="d">
 
+    <controls:UserControlBase.Resources>
+        <converters:FileUriConverter x:Key="FileUriConverter" />
+    </controls:UserControlBase.Resources>
+
     <sg:SpacedGrid
         Margin="0,8"
         ColumnDefinitions="*,420"
@@ -31,9 +38,21 @@
                     <Button
                         Classes="transparent"
                         Command="{Binding AddLayerCommand}"
-                        ToolTip.Tip="Add Layer">
+                        ToolTip.Tip="Add Paint Layer">
                         <fluentIcons:SymbolIcon FontSize="18" Symbol="Add" />
                     </Button>
+                    <Button
+                        Classes="transparent"
+                        Command="{Binding AddImageLayerCommand}"
+                        ToolTip.Tip="Add Image Layer">
+                        <fluentIcons:SymbolIcon FontSize="18" Symbol="Image" />
+                    </Button>
+                    <Button
+                        Classes="transparent"
+                        Command="{Binding BrowseImageForLayerCommand}"
+                        ToolTip.Tip="Browse for Image...">
+                        <fluentIcons:SymbolIcon FontSize="18" Symbol="FolderOpen" />
+                    </Button>
                     <Button
                         Classes="transparent"
                         Command="{Binding DeleteLayerCommand}"
@@ -57,6 +76,23 @@
                         ToolTip.Tip="Move Layer Down">
                         <fluentIcons:SymbolIcon FontSize="18" Symbol="ArrowDown" />
                     </Button>
+                    <Rectangle
+                        Width="1"
+                        Margin="4,4"
+                        VerticalAlignment="Stretch"
+                        Fill="{DynamicResource DividerStrokeColorDefaultBrush}" />
+                    <Button
+                        Classes="transparent"
+                        Command="{Binding FillLayerCommand}"
+                        ToolTip.Tip="Fill Layer">
+                        <fluentIcons:SymbolIcon FontSize="18" Symbol="PaintBucket" />
+                    </Button>
+                    <Button
+                        Classes="transparent"
+                        Command="{Binding DuplicateLayerCommand}"
+                        ToolTip.Tip="Duplicate Layer">
+                        <fluentIcons:SymbolIcon FontSize="18" Symbol="Copy" />
+                    </Button>
                 </StackPanel>
 
                 <!--  Center: Info  -->
@@ -97,184 +133,278 @@
             Margin="0,16,0,0"
             Padding="8"
             VerticalAlignment="Top">
-            <Grid RowDefinitions="Auto,*">
-                <TextBlock
-                    Margin="4,0,0,8"
-                    FontSize="12"
-                    FontWeight="SemiBold"
-                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
-                    Text="LAYERS" />
+            <StackPanel>
+                <Grid RowDefinitions="Auto,*">
+                    <TextBlock
+                        Margin="4,0,0,8"
+                        FontSize="12"
+                        FontWeight="SemiBold"
+                        Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                        Text="LAYERS" />
 
-                <!--  Layer list - using ListBox for proper selection  -->
-                <ListBox
-                    x:Name="LayerItemsControl"
-                    Grid.Row="1"
-                    VerticalAlignment="Top"
-                    Background="Transparent"
-                    BorderThickness="0"
-                    ItemsSource="{Binding Layers}"
-                    SelectedItem="{Binding SelectedLayer}"
-                    SelectionMode="AlwaysSelected">
-                    <ListBox.Styles>
-                        <Style Selector="ListBoxItem">
-                            <Setter Property="Padding" Value="0" />
-                            <Setter Property="Margin" Value="0,4" />
-                            <Setter Property="Background" Value="Transparent" />
-                        </Style>
-                        <!--  Selection Highlight for the Border inside ListBoxItem  -->
-                        <Style Selector="ListBoxItem:selected Border#LayerItemBorder">
-                            <Setter Property="BorderBrush" Value="{DynamicResource AccentFillColorDefaultBrush}" />
-                            <Setter Property="BorderThickness" Value="2" />
-                        </Style>
-                    </ListBox.Styles>
-                    <ListBox.ItemTemplate>
-                        <DataTemplate DataType="inference:MaskLayer">
-                            <Border
-                                x:Name="LayerItemBorder"
-                                Padding="10"
-                                Background="{DynamicResource CardBackgroundFillColorDefaultBrush}"
-                                BorderBrush="{DynamicResource ControlStrokeColorDefaultBrush}"
-                                BorderThickness="1"
-                                CornerRadius="6">
-                                <Border.Styles>
-                                    <Style Selector="Border:pointerover">
-                                        <Setter Property="Background" Value="{DynamicResource CardBackgroundFillColorSecondaryBrush}" />
-                                    </Style>
-                                </Border.Styles>
+                    <!--  Layer list - using ListBox for proper selection  -->
+                    <ListBox
+                        x:Name="LayerItemsControl"
+                        Grid.Row="1"
+                        VerticalAlignment="Top"
+                        Background="Transparent"
+                        BorderThickness="0"
+                        ItemsSource="{Binding Layers}"
+                        SelectedItem="{Binding SelectedLayer}"
+                        SelectionMode="AlwaysSelected">
+                        <ListBox.Styles>
+                            <Style Selector="ListBoxItem">
+                                <Setter Property="Padding" Value="0" />
+                                <Setter Property="Margin" Value="0,4" />
+                                <Setter Property="Background" Value="Transparent" />
+                            </Style>
+                            <!--  Selection Highlight for the Border inside ListBoxItem  -->
+                            <Style Selector="ListBoxItem:selected Border#LayerItemBorder">
+                                <Setter Property="BorderBrush" Value="{DynamicResource AccentFillColorDefaultBrush}" />
+                                <Setter Property="BorderThickness" Value="2" />
+                            </Style>
+                        </ListBox.Styles>
+                        <ListBox.ItemTemplate>
+                            <DataTemplate DataType="inference:MaskLayer">
+                                <Border
+                                    x:Name="LayerItemBorder"
+                                    Padding="10"
+                                    Background="{DynamicResource CardBackgroundFillColorDefaultBrush}"
+                                    BorderBrush="{DynamicResource ControlStrokeColorDefaultBrush}"
+                                    BorderThickness="1"
+                                    CornerRadius="6">
+                                    <Border.Styles>
+                                        <Style Selector="Border:pointerover">
+                                            <Setter Property="Background" Value="{DynamicResource CardBackgroundFillColorSecondaryBrush}" />
+                                        </Style>
+                                    </Border.Styles>
 
-                                <Grid RowDefinitions="Auto,Auto,Auto" RowSpacing="8">
-                                    <!--  Row 0: Header with all controls  -->
-                                    <Grid Grid.Row="0" ColumnDefinitions="Auto,Auto,*,Auto,Auto">
-                                        <!--  Reordering  -->
-                                        <StackPanel
-                                            Grid.Column="0"
-                                            Margin="0,0,8,0"
-                                            Orientation="Horizontal"
-                                            Spacing="0">
-                                            <Button
-                                                Padding="4"
-                                                Classes="transparent"
-                                                Command="{Binding $parent[ListBox].((vmDialogs:LayeredMaskEditorViewModel)DataContext).MoveLayerUpCommand}"
-                                                CommandParameter="{Binding .}"
-                                                ToolTip.Tip="Move layer up">
-                                                <fluentIcons:SymbolIcon FontSize="16" Symbol="ArrowUp" />
-                                            </Button>
-                                            <Button
-                                                Padding="4"
-                                                Classes="transparent"
-                                                Command="{Binding $parent[ListBox].((vmDialogs:LayeredMaskEditorViewModel)DataContext).MoveLayerDownCommand}"
-                                                CommandParameter="{Binding .}"
-                                                ToolTip.Tip="Move layer down">
-                                                <fluentIcons:SymbolIcon FontSize="16" Symbol="ArrowDown" />
-                                            </Button>
-                                        </StackPanel>
+                                    <Grid RowDefinitions="Auto,Auto,Auto" RowSpacing="8">
+                                        <!--  Row 0: Header with all controls  -->
+                                        <Grid Grid.Row="0" ColumnDefinitions="Auto,Auto,*,Auto,Auto">
+                                            <!--  Reordering  -->
+                                            <StackPanel
+                                                Grid.Column="0"
+                                                Margin="0,0,8,0"
+                                                Orientation="Horizontal"
+                                                Spacing="0">
+                                                <Button
+                                                    Padding="4"
+                                                    Classes="transparent"
+                                                    Command="{Binding $parent[ListBox].((vmDialogs:LayeredMaskEditorViewModel)DataContext).MoveLayerUpCommand}"
+                                                    CommandParameter="{Binding .}"
+                                                    ToolTip.Tip="Move layer up">
+                                                    <fluentIcons:SymbolIcon FontSize="16" Symbol="ArrowUp" />
+                                                </Button>
+                                                <Button
+                                                    Padding="4"
+                                                    Classes="transparent"
+                                                    Command="{Binding $parent[ListBox].((vmDialogs:LayeredMaskEditorViewModel)DataContext).MoveLayerDownCommand}"
+                                                    CommandParameter="{Binding .}"
+                                                    ToolTip.Tip="Move layer down">
+                                                    <fluentIcons:SymbolIcon FontSize="16" Symbol="ArrowDown" />
+                                                </Button>
+                                            </StackPanel>
 
-                                        <!--  Visibility & Enable  -->
-                                        <StackPanel
-                                            Grid.Column="1"
-                                            Margin="0,0,8,0"
-                                            Orientation="Horizontal"
-                                            Spacing="4">
-                                            <ToggleButton
-                                                Padding="4"
-                                                Classes="transparent"
-                                                IsChecked="{Binding IsVisible}"
-                                                ToolTip.Tip="Toggle visibility">
-                                                <Panel>
-                                                    <fluentIcons:SymbolIcon
-                                                        FontSize="18"
-                                                        IsVisible="{Binding IsVisible}"
-                                                        Symbol="Eye" />
-                                                    <fluentIcons:SymbolIcon
-                                                        FontSize="18"
-                                                        IsVisible="{Binding !IsVisible}"
-                                                        Symbol="EyeOff" />
-                                                </Panel>
-                                            </ToggleButton>
-                                            <CheckBox
-                                                Margin="4,0,0,0"
-                                                IsChecked="{Binding IsEnabled}"
-                                                ToolTip.Tip="Enable for generation" />
-                                        </StackPanel>
+                                            <!--  Visibility & Enable  -->
+                                            <StackPanel
+                                                Grid.Column="1"
+                                                Margin="0,0,8,0"
+                                                Orientation="Horizontal"
+                                                Spacing="4">
+                                                <ToggleButton
+                                                    Padding="4"
+                                                    Classes="transparent"
+                                                    IsChecked="{Binding IsVisible}"
+                                                    ToolTip.Tip="Toggle visibility">
+                                                    <Panel>
+                                                        <fluentIcons:SymbolIcon
+                                                            FontSize="18"
+                                                            IsVisible="{Binding IsVisible}"
+                                                            Symbol="Eye" />
+                                                        <fluentIcons:SymbolIcon
+                                                            FontSize="18"
+                                                            IsVisible="{Binding !IsVisible}"
+                                                            Symbol="EyeOff" />
+                                                    </Panel>
+                                                </ToggleButton>
+                                                <CheckBox
+                                                    Margin="4,0,0,0"
+                                                    IsChecked="{Binding IsEnabled}"
+                                                    ToolTip.Tip="Enable for generation" />
+                                            </StackPanel>
 
-                                        <!--  Name  -->
-                                        <TextBox
-                                            Grid.Column="2"
-                                            MinHeight="0"
-                                            Padding="8,4"
-                                            VerticalAlignment="Center"
-                                            Text="{Binding Name}"
-                                            Watermark="Layer name" />
+                                            <!--  Name  -->
+                                            <TextBox
+                                                Grid.Column="2"
+                                                MinHeight="0"
+                                                Padding="8,4"
+                                                VerticalAlignment="Center"
+                                                Text="{Binding Name}"
+                                                Watermark="Layer name" />
 
-                                        <!--  Color  -->
-                                        <Border
-                                            Grid.Column="3"
-                                            Width="20"
-                                            Height="20"
-                                            Margin="8,0"
-                                            VerticalAlignment="Center"
-                                            Background="{Binding DisplayColorHex}"
-                                            CornerRadius="10"
-                                            ToolTip.Tip="Layer color marker" />
+                                            <!--  Color  -->
+                                            <Border
+                                                Grid.Column="3"
+                                                Width="20"
+                                                Height="20"
+                                                Margin="8,0"
+                                                VerticalAlignment="Center"
+                                                Background="{Binding DisplayColorHex}"
+                                                CornerRadius="10"
+                                                ToolTip.Tip="Layer color marker" />
 
-                                        <!--  Editing Badge  -->
-                                        <Border
-                                            Grid.Column="4"
-                                            Padding="6,2"
-                                            VerticalAlignment="Center"
-                                            Background="{DynamicResource AccentFillColorDefaultBrush}"
-                                            CornerRadius="4"
-                                            IsVisible="{Binding $parent[ListBoxItem].IsSelected}">
-                                            <TextBlock FontSize="12" Text="✏️" />
-                                        </Border>
-                                    </Grid>
+                                            <!--  Editing Badge  -->
+                                            <Border
+                                                Grid.Column="4"
+                                                Padding="6,2"
+                                                VerticalAlignment="Center"
+                                                Background="{DynamicResource AccentFillColorDefaultBrush}"
+                                                CornerRadius="4"
+                                                IsVisible="{Binding $parent[ListBoxItem].IsSelected}">
+                                                <TextBlock FontSize="12" Text="✏️" />
+                                            </Border>
+                                        </Grid>
 
-                                    <!--  Row 1: Prompt  -->
-                                    <TextBox
-                                        Grid.Row="1"
-                                        MinHeight="60"
-                                        MaxHeight="120"
-                                        AcceptsReturn="True"
-                                        Text="{Binding Prompt}"
-                                        TextWrapping="Wrap"
-                                        Watermark="Enter prompt for this layer..." />
+                                        <!--  Row 1: Layer-type-specific content  -->
+                                        <!--  Paint layer: Prompt textbox  -->
+                                        <TextBox
+                                            Grid.Row="1"
+                                            MinHeight="60"
+                                            MaxHeight="120"
+                                            AcceptsReturn="True"
+                                            IsVisible="{Binding LayerType, Converter={x:Static ObjectConverters.Equal}, ConverterParameter={x:Static inference:MaskLayerType.Paint}}"
+                                            Text="{Binding Prompt}"
+                                            TextWrapping="Wrap"
+                                            Watermark="Enter prompt for this layer..." />
 
-                                    <!--  Row 2: Strength + Opacity  -->
-                                    <sg:SpacedGrid
-                                        Grid.Row="2"
-                                        ColumnDefinitions="*,*"
-                                        ColumnSpacing="12">
-                                        <StackPanel Spacing="2">
+                                        <!--  Image layer: Image info and controls  -->
+                                        <StackPanel
+                                            Grid.Row="1"
+                                            IsVisible="{Binding LayerType, Converter={x:Static ObjectConverters.Equal}, ConverterParameter={x:Static inference:MaskLayerType.Image}}"
+                                            Spacing="8">
                                             <TextBlock
-                                                FontSize="11"
-                                                Foreground="{DynamicResource TextFillColorTertiaryBrush}"
-                                                Text="Strength" />
-                                            <ui:NumberBox
-                                                Maximum="10"
-                                                Minimum="0"
-                                                SmallChange="0.1"
-                                                SpinButtonPlacementMode="Compact"
-                                                Value="{Binding Strength}" />
-                                        </StackPanel>
-                                        <StackPanel Grid.Column="1" Spacing="2">
+                                                FontSize="12"
+                                                Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                                IsVisible="{Binding !HasImage}"
+                                                Text="No image selected. Click an image below or use Browse." />
                                             <TextBlock
-                                                FontSize="11"
-                                                Foreground="{DynamicResource TextFillColorTertiaryBrush}"
-                                                Text="Opacity" />
-                                            <ui:NumberBox
-                                                Maximum="1"
-                                                Minimum="0"
-                                                SmallChange="0.1"
-                                                SpinButtonPlacementMode="Compact"
-                                                Value="{Binding Opacity}" />
+                                                FontSize="12"
+                                                Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                                IsVisible="{Binding HasImage}"
+                                                Text="{Binding SourceImagePath}"
+                                                TextTrimming="CharacterEllipsis"
+                                                ToolTip.Tip="{Binding SourceImagePath}" />
                                         </StackPanel>
-                                    </sg:SpacedGrid>
-                                </Grid>
-                            </Border>
-                        </DataTemplate>
-                    </ListBox.ItemTemplate>
-                </ListBox>
-            </Grid>
+
+                                        <!--  Row 2: Controls (different based on type)  -->
+                                        <!--  Paint layer: Strength + Opacity  -->
+                                        <sg:SpacedGrid
+                                            Grid.Row="2"
+                                            ColumnDefinitions="*,*"
+                                            ColumnSpacing="12"
+                                            IsVisible="{Binding LayerType, Converter={x:Static ObjectConverters.Equal}, ConverterParameter={x:Static inference:MaskLayerType.Paint}}">
+                                            <StackPanel Spacing="2">
+                                                <TextBlock
+                                                    FontSize="11"
+                                                    Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                    Text="Strength" />
+                                                <ui:NumberBox
+                                                    Maximum="10"
+                                                    Minimum="0"
+                                                    SmallChange="0.1"
+                                                    SpinButtonPlacementMode="Compact"
+                                                    Value="{Binding Strength}" />
+                                            </StackPanel>
+                                            <StackPanel Grid.Column="1" Spacing="2">
+                                                <TextBlock
+                                                    FontSize="11"
+                                                    Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                    Text="Opacity" />
+                                                <ui:NumberBox
+                                                    Maximum="1"
+                                                    Minimum="0"
+                                                    SmallChange="0.1"
+                                                    SpinButtonPlacementMode="Compact"
+                                                    Value="{Binding Opacity}" />
+                                            </StackPanel>
+                                        </sg:SpacedGrid>
+
+                                        <!--  Image layer: Scale + Opacity  -->
+                                        <sg:SpacedGrid
+                                            Grid.Row="2"
+                                            ColumnDefinitions="*,*"
+                                            ColumnSpacing="12"
+                                            IsVisible="{Binding LayerType, Converter={x:Static ObjectConverters.Equal}, ConverterParameter={x:Static inference:MaskLayerType.Image}}">
+                                            <StackPanel Spacing="2">
+                                                <TextBlock
+                                                    FontSize="11"
+                                                    Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                    Text="Scale" />
+                                                <ui:NumberBox
+                                                    Maximum="3"
+                                                    Minimum="0.1"
+                                                    SmallChange="0.1"
+                                                    SpinButtonPlacementMode="Compact"
+                                                    Value="{Binding ImageScale}" />
+                                            </StackPanel>
+                                            <StackPanel Grid.Column="1" Spacing="2">
+                                                <TextBlock
+                                                    FontSize="11"
+                                                    Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                    Text="Opacity" />
+                                                <ui:NumberBox
+                                                    Maximum="1"
+                                                    Minimum="0"
+                                                    SmallChange="0.1"
+                                                    SpinButtonPlacementMode="Compact"
+                                                    Value="{Binding Opacity}" />
+                                            </StackPanel>
+                                        </sg:SpacedGrid>
+                                    </Grid>
+                                </Border>
+                            </DataTemplate>
+                        </ListBox.ItemTemplate>
+                    </ListBox>
+                </Grid>
+
+                <!--  Recent Images Section (inside right panel)  -->
+                <Expander
+                    Margin="0,8,0,0"
+                    Header="Recent Images"
+                    IsExpanded="{Binding IsRecentImagesPanelExpanded}">
+                    <ScrollViewer
+                        MaxHeight="180"
+                        HorizontalScrollBarVisibility="Disabled"
+                        VerticalScrollBarVisibility="Auto">
+                        <ItemsControl ItemsSource="{Binding LocalImages}">
+                            <ItemsControl.ItemsPanel>
+                                <ItemsPanelTemplate>
+                                    <WrapPanel Orientation="Horizontal" />
+                                </ItemsPanelTemplate>
+                            </ItemsControl.ItemsPanel>
+                            <ItemsControl.ItemTemplate>
+                                <DataTemplate DataType="database:LocalImageFile">
+                                    <Button
+                                        Margin="2"
+                                        Padding="2"
+                                        Classes="transparent"
+                                        Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).SelectImageFromRecentCommand}"
+                                        CommandParameter="{Binding .}"
+                                        ToolTip.Tip="{Binding FileName}">
+                                        <vendorLabs:BetterAsyncImage
+                                            Width="60"
+                                            Height="60"
+                                            CornerRadius="4"
+                                            Source="{Binding AbsolutePath, Converter={StaticResource FileUriConverter}}"
+                                            Stretch="UniformToFill" />
+                                    </Button>
+                                </DataTemplate>
+                            </ItemsControl.ItemTemplate>
+                        </ItemsControl>
+                    </ScrollViewer>
+                </Expander>
+            </StackPanel>
         </controls:Card>
     </sg:SpacedGrid>
 </controls:UserControlBase>
diff --git a/StabilityMatrix.Core/Converters/Json/SKRectJsonConverter.cs b/StabilityMatrix.Core/Converters/Json/SKRectJsonConverter.cs
new file mode 100644
index 000000000..17f2b3e22
--- /dev/null
+++ b/StabilityMatrix.Core/Converters/Json/SKRectJsonConverter.cs
@@ -0,0 +1,64 @@
+using System.Text.Json;
+using System.Text.Json.Serialization;
+using SkiaSharp;
+
+namespace StabilityMatrix.Core.Converters.Json;
+
+/// <summary>
+/// JSON converter for SKRect - serializes as an object with Left, Top, Right, Bottom properties.
+/// </summary>
+public class SKRectJsonConverter : JsonConverter<SKRect>
+{
+    public override SKRect Read(ref Utf8JsonReader reader, Type typeToConvert, JsonSerializerOptions options)
+    {
+        if (reader.TokenType != JsonTokenType.StartObject)
+        {
+            return SKRect.Empty;
+        }
+
+        float left = 0,
+            top = 0,
+            right = 0,
+            bottom = 0;
+
+        while (reader.Read())
+        {
+            if (reader.TokenType == JsonTokenType.EndObject)
+                break;
+
+            if (reader.TokenType == JsonTokenType.PropertyName)
+            {
+                var propertyName = reader.GetString();
+                reader.Read();
+
+                switch (propertyName?.ToLowerInvariant())
+                {
+                    case "left":
+                        left = reader.GetSingle();
+                        break;
+                    case "top":
+                        top = reader.GetSingle();
+                        break;
+                    case "right":
+                        right = reader.GetSingle();
+                        break;
+                    case "bottom":
+                        bottom = reader.GetSingle();
+                        break;
+                }
+            }
+        }
+
+        return new SKRect(left, top, right, bottom);
+    }
+
+    public override void Write(Utf8JsonWriter writer, SKRect value, JsonSerializerOptions options)
+    {
+        writer.WriteStartObject();
+        writer.WriteNumber("left", value.Left);
+        writer.WriteNumber("top", value.Top);
+        writer.WriteNumber("right", value.Right);
+        writer.WriteNumber("bottom", value.Bottom);
+        writer.WriteEndObject();
+    }
+}

From 4f6b65ba031a00d8e978fe63ddfac1f1b3920bcc Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 4 Jan 2026 23:02:53 -0800
Subject: [PATCH 048/218] Add Paint Bucket tool with flood fill functionality
 to PaintCanvas

---
 .../Controls/Models/PenPath.cs                |  11 +
 .../Controls/Painting/PaintCanvas.axaml       |   3 +
 .../Controls/Painting/PaintCanvas.axaml.cs    |  22 +-
 .../Models/PaintCanvasTool.cs                 |   1 +
 .../Controls/PaintCanvasViewModel.cs          | 288 +++++++++++++++++-
 5 files changed, 320 insertions(+), 5 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Controls/Models/PenPath.cs b/StabilityMatrix.Avalonia/Controls/Models/PenPath.cs
index e443bec2c..389d89958 100644
--- a/StabilityMatrix.Avalonia/Controls/Models/PenPath.cs
+++ b/StabilityMatrix.Avalonia/Controls/Models/PenPath.cs
@@ -24,6 +24,11 @@ public enum PenPathType
     /// Filled ellipse/oval shape.
     /// </summary>
     Ellipse,
+
+    /// <summary>
+    /// Bitmap image (used for flood fill results).
+    /// </summary>
+    Bitmap,
 }
 
 public readonly record struct PenPath()
@@ -47,6 +52,12 @@ public readonly record struct PenPath()
 
     public List<PenPoint> Points { get; init; } = [];
 
+    /// <summary>
+    /// Bitmap data for flood fill paths. Stored as PNG bytes for serialization.
+    /// </summary>
+    [JsonIgnore]
+    public SKBitmap? BitmapData { get; init; }
+
     public SKPath ToSKPath()
     {
         var skPath = new SKPath();
diff --git a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml
index 3dfb3767f..400358bcb 100644
--- a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml
+++ b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml
@@ -65,6 +65,9 @@
                                 <ToggleButton IsChecked="{Binding SelectedTool, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static models:PaintCanvasTool.Ellipse}}" ToolTip.Tip="Ellipse (O)">
                                     <faIcons:Icon FontSize="18" Value="fa-regular fa-circle" />
                                 </ToggleButton>
+                                <ToggleButton IsChecked="{Binding SelectedTool, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static models:PaintCanvasTool.PaintBucket}}" ToolTip.Tip="Paint Bucket / Flood Fill (G)">
+                                    <faIcons:Icon FontSize="18" Value="fa-solid fa-fill-drip" />
+                                </ToggleButton>
                             </StackPanel>
                         </controls:Card>
 
diff --git a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs
index 82c52ad67..e629a44bf 100644
--- a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs
+++ b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs
@@ -192,7 +192,15 @@ private void HandlePointerEvent(PointerEventArgs e)
 
             vm.IsPenDown = true;
 
-            if (vm.IsShapeTool)
+            if (vm.SelectedTool == PaintCanvasTool.PaintBucket)
+            {
+                // Paint bucket: perform flood fill on click
+                var position = e.GetPosition(MainCanvas);
+                var fillColor = vm.PaintBrushSKColor.WithAlpha((byte)(vm.PaintBrushAlpha * 255));
+                vm.FloodFillAt(new SKPoint((float)position.X, (float)position.Y), fillColor);
+                vm.IsPenDown = false;
+            }
+            else if (vm.IsShapeTool)
             {
                 var position = e.GetPosition(MainCanvas);
                 vm.StartShapeDrawing(new SKPoint((float)position.X, (float)position.Y), e.Pointer.Id);
@@ -381,6 +389,9 @@ protected override void OnKeyDown(KeyEventArgs e)
             case Key.OemCloseBrackets:
                 vm.IncreaseBrushSizeCommand.Execute(null);
                 break;
+            case Key.G:
+                vm.SelectPaintBucketToolCommand.Execute(null);
+                break;
             default:
                 return;
         }
@@ -425,8 +436,13 @@ private void UpdateCanvasCursor()
 
         var selectedTool = ViewModel?.SelectedTool ?? PaintCanvasTool.PaintBrush;
 
-        // Use crosshair for shape tools
-        if (selectedTool is PaintCanvasTool.Rectangle or PaintCanvasTool.Ellipse)
+        // Use crosshair for shape tools and paint bucket
+        if (
+            selectedTool
+            is PaintCanvasTool.Rectangle
+                or PaintCanvasTool.Ellipse
+                or PaintCanvasTool.PaintBucket
+        )
         {
             if (lastCanvasCursorTool != selectedTool)
             {
diff --git a/StabilityMatrix.Avalonia/Models/PaintCanvasTool.cs b/StabilityMatrix.Avalonia/Models/PaintCanvasTool.cs
index 9d5a07f6b..71b0a97b7 100644
--- a/StabilityMatrix.Avalonia/Models/PaintCanvasTool.cs
+++ b/StabilityMatrix.Avalonia/Models/PaintCanvasTool.cs
@@ -7,4 +7,5 @@ public enum PaintCanvasTool
     Eraser,
     Rectangle,
     Ellipse,
+    PaintBucket,
 }
diff --git a/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
index 3b61842c6..6cdd21127 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
@@ -473,6 +473,281 @@ private static SKRect CreateBoundsFromPoints(SKPoint start, SKPoint end)
 
     #endregion
 
+    #region Paint Bucket / Flood Fill
+
+    [RelayCommand]
+    public void SelectPaintBucketTool() => SelectedTool = PaintCanvasTool.PaintBucket;
+
+    /// <summary>
+    /// Performs a flood fill at the specified point.
+    /// Returns the created path, or null if fill wasn't possible.
+    /// </summary>
+    public PenPath? FloodFillAt(SKPoint clickPoint, SKColor fillColor)
+    {
+        if (CanvasSize == Size.Empty)
+            return null;
+
+        var x = (int)clickPoint.X;
+        var y = (int)clickPoint.Y;
+
+        // Bounds check
+        if (x < 0 || x >= CanvasSize.Width || y < 0 || y >= CanvasSize.Height)
+            return null;
+
+        // Get the current state of the canvas on CPU to avoid GPU context threading issues ("Could not allocate vertices")
+        // and to ensure we don't accidentally fill the checkerboard pattern.
+        using var sourceBitmap = GetFlattenedContentBitmap();
+        var targetColor = sourceBitmap.GetPixel(x, y);
+
+        // Don't fill if clicking on the same color (with some tolerance for anti-aliasing)
+        if (ColorsAreSimilar(targetColor, fillColor, tolerance: 30))
+            return null;
+
+        // Create a bitmap and surface for drawing the fill result
+        var fillBitmap = new SKBitmap(
+            CanvasSize.Width,
+            CanvasSize.Height,
+            SKColorType.Rgba8888,
+            SKAlphaType.Premul
+        );
+        using var surface = SKSurface.Create(
+            new SKImageInfo(CanvasSize.Width, CanvasSize.Height, SKColorType.Rgba8888, SKAlphaType.Premul)
+        );
+        var canvas = surface.Canvas;
+        canvas.Clear(SKColors.Transparent);
+
+        // Perform flood fill and draw horizontal spans
+        var hasContent = ScanlineFillWithCanvas(sourceBitmap, canvas, x, y, targetColor, fillColor);
+
+        if (!hasContent)
+        {
+            fillBitmap.Dispose();
+            return null;
+        }
+
+        // Copy the surface to the bitmap
+        canvas.Flush();
+        using var filledImage = surface.Snapshot();
+
+        // Create a new bitmap with the filled content
+        var resultBitmap = new SKBitmap(
+            CanvasSize.Width,
+            CanvasSize.Height,
+            SKColorType.Rgba8888,
+            SKAlphaType.Premul
+        );
+        using var resultCanvas = new SKCanvas(resultBitmap);
+        resultCanvas.DrawImage(filledImage, 0, 0);
+        resultCanvas.Flush();
+
+        // Create a bitmap path with the fill result
+        var fillPath = new PenPath
+        {
+            PathType = PenPathType.Bitmap,
+            FillColor = fillColor,
+            BitmapData = resultBitmap,
+            Bounds = new SKRect(0, 0, CanvasSize.Width, CanvasSize.Height),
+        };
+
+        Paths = Paths.Add(fillPath);
+        InvalidatePathCache();
+        RefreshCanvas?.Invoke();
+
+        return fillPath;
+    }
+
+    /// <summary>
+    /// Generates a flattened bitmap of the current canvas content (Layers + Paths).
+    /// Runs strictly on CPU to avoid GPU threading/context issues during Flood Fill.
+    /// Ignores checkerboard background to ensure correct filling of transparent areas.
+    /// </summary>
+    private SKBitmap GetFlattenedContentBitmap()
+    {
+        var width = (int)CanvasSize.Width;
+        var height = (int)CanvasSize.Height;
+        var bitmap = new SKBitmap(width, height, SKColorType.Rgba8888, SKAlphaType.Premul);
+
+        using var canvas = new SKCanvas(bitmap);
+        canvas.Clear(SKColors.Transparent);
+
+        // Draw all layers in order
+        foreach (var (name, layer) in Layers)
+        {
+            lock (layer)
+            {
+                foreach (var layerBitmap in layer.Bitmaps)
+                {
+                    canvas.DrawBitmap(layerBitmap, 0, 0);
+                }
+
+                // If this is the active brush layer, also render the active vector paths
+                // We render them freshly here on CPU to avoid using the GPU-backed cache from a different thread
+                if (name == "Brush")
+                {
+                    using var paint = new SKPaint();
+                    foreach (var path in Paths)
+                    {
+                        RenderPenPath(canvas, path, paint);
+                    }
+                }
+            }
+        }
+
+        canvas.Flush();
+        return bitmap;
+    }
+
+    /// <summary>
+    /// Scanline flood fill that draws horizontal spans to an SKCanvas.
+    /// Returns true if any pixels were filled.
+    /// </summary>
+    private static bool ScanlineFillWithCanvas(
+        SKBitmap source,
+        SKCanvas canvas,
+        int startX,
+        int startY,
+        SKColor targetColor,
+        SKColor fillColor
+    )
+    {
+        var width = source.Width;
+        var height = source.Height;
+
+        // Use SKBitmap.Pixels which is platform-agnostic (returns SKColor[])
+        var sourcePixels = source.Pixels;
+
+        var visited = new bool[width * height];
+        var queue = new Queue<(int x, int y)>();
+        queue.Enqueue((startX, startY));
+
+        // Collect horizontal spans to draw
+        var spans = new List<(int y, int left, int right)>();
+
+        // Increased tolerance to better catch anti-aliased edges
+        const int Tolerance = 50;
+        // Increased expansion to ensuring we fully cover the semi-transparent border pixels
+        const float Expand = 1.5f;
+
+        using var paint = new SKPaint
+        {
+            Color = fillColor,
+            Style = SKPaintStyle.Fill,
+            IsAntialias = true, // Smooth edges for the dilated rects
+            BlendMode = SKBlendMode.Src, // Replace mode prevents alpha buildup on overlapping dilated scanlines
+        };
+
+        while (queue.Count > 0)
+        {
+            var (x, y) = queue.Dequeue();
+
+            // Bounds check
+            if (x < 0 || x >= width || y < 0 || y >= height)
+                continue;
+
+            var index = y * width + x;
+            if (visited[index])
+                continue;
+
+            var pixel = sourcePixels[index];
+            if (!ColorsAreSimilar(pixel, targetColor, tolerance: Tolerance))
+                continue;
+
+            // Mark as visited
+            visited[index] = true;
+
+            // Scanline approach: find the entire horizontal span
+            var left = x;
+            var right = x;
+
+            // Extend left
+            while (left > 0)
+            {
+                var leftIndex = y * width + (left - 1);
+                if (visited[leftIndex])
+                    break;
+                var leftPixel = sourcePixels[leftIndex];
+                if (!ColorsAreSimilar(leftPixel, targetColor, tolerance: Tolerance))
+                    break;
+                left--;
+                visited[leftIndex] = true;
+            }
+
+            // Extend right
+            while (right < width - 1)
+            {
+                var rightIndex = y * width + (right + 1);
+                if (visited[rightIndex])
+                    break;
+                var rightPixel = sourcePixels[rightIndex];
+                if (!ColorsAreSimilar(rightPixel, targetColor, tolerance: Tolerance))
+                    break;
+                right++;
+                visited[rightIndex] = true;
+            }
+
+            // Draw this span as a filled rectangle with slight expansion
+            // Using DrawRect with float coordinates allows sub-pixel expansion
+            canvas.DrawRect(
+                left - Expand,
+                y - Expand,
+                (right - left + 1) + (Expand * 2),
+                1 + (Expand * 2),
+                paint
+            );
+
+            // Queue pixels above and below the span
+            for (var i = left; i <= right; i++)
+            {
+                if (y > 0)
+                {
+                    var aboveIndex = (y - 1) * width + i;
+                    if (!visited[aboveIndex])
+                    {
+                        var abovePixel = sourcePixels[aboveIndex];
+                        if (ColorsAreSimilar(abovePixel, targetColor, tolerance: Tolerance))
+                            queue.Enqueue((i, y - 1));
+                    }
+                }
+
+                if (y < height - 1)
+                {
+                    var belowIndex = (y + 1) * width + i;
+                    if (!visited[belowIndex])
+                    {
+                        var belowPixel = sourcePixels[belowIndex];
+                        if (ColorsAreSimilar(belowPixel, targetColor, tolerance: Tolerance))
+                            queue.Enqueue((i, y + 1));
+                    }
+                }
+            }
+        }
+
+        // Check if anything was filled (at least one visited pixel)
+        foreach (var v in visited)
+        {
+            if (v)
+                return true;
+        }
+
+        return false;
+    }
+
+    private static bool ColorsAreSimilar(SKColor a, SKColor b, int tolerance)
+    {
+        // Handle transparent pixels specially
+        if (a.Alpha < 10 && b.Alpha < 10)
+            return true;
+        if (a.Alpha < 10 || b.Alpha < 10)
+            return Math.Abs(a.Alpha - b.Alpha) <= tolerance;
+
+        return Math.Abs(a.Red - b.Red) <= tolerance
+            && Math.Abs(a.Green - b.Green) <= tolerance
+            && Math.Abs(a.Blue - b.Blue) <= tolerance
+            && Math.Abs(a.Alpha - b.Alpha) <= tolerance;
+    }
+
+    #endregion
+
     public SKImage? RenderToWhiteChannelImage()
     {
         using var _ = CodeTimer.StartDebug();
@@ -824,7 +1099,9 @@ public void RenderToSurface(
         RenderPathsWithCaching(BrushLayer.Surface!.Canvas);
 
         // Draw background - either checkerboard for transparency or clear
-        if (ShowCheckerboardBackground)
+        // Draw background - either checkerboard for transparency or clear
+        // Include check for renderBackgroundFill so snapshots (like FloodFill analysis) can skip the checkerboard pattern
+        if (ShowCheckerboardBackground && renderBackgroundFill)
         {
             RenderCheckerboardBackground(surface.Canvas);
         }
@@ -1298,7 +1575,7 @@ public static void RenderPenPath(SKCanvas canvas, PenPath penPath, SKPaint paint
         paint.IsDither = true;
         paint.IsAntialias = true;
 
-        // Handle shape path types (Rectangle, Ellipse)
+        // Handle shape path types (Rectangle, Ellipse, Bitmap)
         switch (penPath.PathType)
         {
             case PenPathType.Rectangle:
@@ -1311,6 +1588,13 @@ public static void RenderPenPath(SKCanvas canvas, PenPath penPath, SKPaint paint
                 canvas.DrawOval(penPath.Bounds, paint);
                 return;
 
+            case PenPathType.Bitmap:
+                if (penPath.BitmapData != null)
+                {
+                    canvas.DrawBitmap(penPath.BitmapData, penPath.Bounds.Left, penPath.Bounds.Top);
+                }
+                return;
+
             case PenPathType.Freehand:
             default:
                 // Continue with freehand rendering below

From 3073f648bf1804b080b1e812d38f40dfec291de5 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Tue, 6 Jan 2026 21:04:12 -0800
Subject: [PATCH 049/218] Add export and import functionality for layer masks,
 enhance layer properties with negative prompts and locking feature

---
 .../Controls/Models/PenPath.cs                |  11 +
 .../Controls/Painting/PaintCanvas.axaml       |  56 +++--
 .../Controls/Painting/PaintCanvas.axaml.cs    |  18 +-
 .../Models/Inference/MaskLayer.cs             |  51 +++-
 .../Controls/PaintCanvasViewModel.cs          | 118 ++++++++-
 .../Dialogs/LayeredMaskEditorViewModel.cs     | 235 +++++++++++++++++-
 .../Inference/Modules/RegionalPromptModule.cs |  44 +++-
 .../Dialogs/LayeredMaskEditorDialog.axaml     |  68 +++--
 8 files changed, 537 insertions(+), 64 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Controls/Models/PenPath.cs b/StabilityMatrix.Avalonia/Controls/Models/PenPath.cs
index 389d89958..3150af34a 100644
--- a/StabilityMatrix.Avalonia/Controls/Models/PenPath.cs
+++ b/StabilityMatrix.Avalonia/Controls/Models/PenPath.cs
@@ -50,6 +50,17 @@ public readonly record struct PenPath()
     [JsonConverter(typeof(SKRectJsonConverter))]
     public SKRect Bounds { get; init; }
 
+    /// <summary>
+    /// If true, draws shape outline only (stroke). If false, fills the shape.
+    /// Only applies to Rectangle and Ellipse path types.
+    /// </summary>
+    public bool IsStrokeOnly { get; init; }
+
+    /// <summary>
+    /// Stroke width for stroke-only shapes. Only used when IsStrokeOnly is true.
+    /// </summary>
+    public float StrokeWidth { get; init; } = 5f;
+
     public List<PenPoint> Points { get; init; } = [];
 
     /// <summary>
diff --git a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml
index 400358bcb..9a7bdb0e6 100644
--- a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml
+++ b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml
@@ -68,6 +68,13 @@
                                 <ToggleButton IsChecked="{Binding SelectedTool, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static models:PaintCanvasTool.PaintBucket}}" ToolTip.Tip="Paint Bucket / Flood Fill (G)">
                                     <faIcons:Icon FontSize="18" Value="fa-solid fa-fill-drip" />
                                 </ToggleButton>
+                                <GridSplitter Margin="4,12" BorderThickness="1" />
+                                <CheckBox
+                                    VerticalAlignment="Center"
+                                    IsChecked="{Binding IsShapeStrokeOnly}"
+                                    ToolTip.Tip="Draw shape outlines only (stroke mode)">
+                                    <TextBlock Text="Stroke" />
+                                </CheckBox>
                             </StackPanel>
                         </controls:Card>
 
@@ -83,29 +90,27 @@
                             VerticalAlignment="Center"
                             Content="{Binding CurrentPenPressure}" />
 
+                        <!--  Brush Size Slider  -->
+                        <StackPanel
+                            Margin="8,0"
+                            VerticalAlignment="Center"
+                            Orientation="Horizontal"
+                            Spacing="4">
+                            <TextBlock VerticalAlignment="Center" Text="Size:" />
+                            <Slider
+                                Width="80"
+                                Maximum="100"
+                                Minimum="1"
+                                ToolTip.Tip="Brush size ([ and ] to adjust)"
+                                Value="{Binding PaintBrushSize}" />
+                            <TextBlock
+                                Width="24"
+                                VerticalAlignment="Center"
+                                Text="{Binding PaintBrushSize, StringFormat={}{0:F0}}" />
+                        </StackPanel>
+
                         <ui:CommandBar Margin="0,4" HorizontalAlignment="Right">
                             <ui:CommandBar.PrimaryCommands>
-                                <!--  Brush Size  -->
-                                <ui:CommandBarButton>
-                                    <ui:CommandBarButton.IconSource>
-                                        <fluentIcons:SymbolIconSource FontSize="12" Symbol="ArrowAutofitWidth" />
-                                    </ui:CommandBarButton.IconSource>
-                                    <ui:CommandBarButton.Flyout>
-                                        <Flyout>
-                                            <StackPanel>
-                                                <Label Content="Brush Size" />
-                                                <ui:NumberBox
-                                                    MinWidth="120"
-                                                    LargeChange="1"
-                                                    Maximum="100"
-                                                    Minimum="0"
-                                                    SmallChange="1"
-                                                    SpinButtonPlacementMode="Inline"
-                                                    Value="{Binding PaintBrushSize}" />
-                                            </StackPanel>
-                                        </Flyout>
-                                    </ui:CommandBarButton.Flyout>
-                                </ui:CommandBarButton>
                                 <!--  Opacity  -->
                                 <ui:CommandBarButton>
                                     <ui:CommandBarButton.IconSource>
@@ -128,7 +133,14 @@
                                     </ui:CommandBarButton.Flyout>
                                 </ui:CommandBarButton>
 
-                                <ui:CommandBarButton Command="{Binding UndoCommand}" IconSource="Undo" />
+                                <ui:CommandBarButton
+                                    Command="{Binding UndoCommand}"
+                                    IconSource="Undo"
+                                    ToolTip.Tip="Undo (Ctrl+Z)" />
+                                <ui:CommandBarButton
+                                    Command="{Binding RedoCommand}"
+                                    IconSource="Redo"
+                                    ToolTip.Tip="Redo (Ctrl+Y)" />
                                 <ui:CommandBarButton Command="{StaticResource ClearCanvasCommand}" />
                                 <ui:CommandBarToggleButton IsChecked="{Binding ShowGridOverlay}" ToolTip.Tip="Toggle Grid Overlay">
                                     <ui:CommandBarToggleButton.IconSource>
diff --git a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs
index e629a44bf..d656a515d 100644
--- a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs
+++ b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs
@@ -230,6 +230,7 @@ private void HandlePointerEvent(PointerEventArgs e)
             if (!vm.IsShapeTool && TemporaryPaths.TryGetValue(e.Pointer.Id, out var path))
             {
                 Paths = Paths.Add(path);
+                vm.ClearRedoStack(); // New path added, clear redo history
             }
 
             if (!vm.IsShapeTool)
@@ -354,7 +355,7 @@ protected override void OnKeyDown(KeyEventArgs e)
         var isCtrl = e.KeyModifiers.HasFlag(KeyModifiers.Control);
 
         // Ctrl+Z: Undo
-        if (isCtrl && e.Key == Key.Z)
+        if (isCtrl && e.Key == Key.Z && !e.KeyModifiers.HasFlag(KeyModifiers.Shift))
         {
             if (vm.UndoCommand.CanExecute(null))
             {
@@ -365,6 +366,21 @@ protected override void OnKeyDown(KeyEventArgs e)
             return;
         }
 
+        // Ctrl+Y or Ctrl+Shift+Z: Redo
+        if (
+            (isCtrl && e.Key == Key.Y)
+            || (isCtrl && e.KeyModifiers.HasFlag(KeyModifiers.Shift) && e.Key == Key.Z)
+        )
+        {
+            if (vm.RedoCommand.CanExecute(null))
+            {
+                vm.RedoCommand.Execute(null);
+                RefreshCanvas();
+            }
+            e.Handled = true;
+            return;
+        }
+
         // Skip tool shortcuts if modifiers are held (to not interfere with other shortcuts)
         if (e.KeyModifiers != KeyModifiers.None)
             return;
diff --git a/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs b/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
index a31cec165..d823f43fb 100644
--- a/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
+++ b/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
@@ -101,6 +101,12 @@ public partial class MaskLayer : ObservableObject, IJsonLoadableState
     [ObservableProperty]
     private string prompt = string.Empty;
 
+    /// <summary>
+    /// Negative prompt text for this layer's region.
+    /// </summary>
+    [ObservableProperty]
+    private string negativePrompt = string.Empty;
+
     /// <summary>
     /// Conditioning strength for this region (0.0 - 10.0, default 1.0).
     /// </summary>
@@ -127,6 +133,12 @@ public partial class MaskLayer : ObservableObject, IJsonLoadableState
     [ObservableProperty]
     private bool isEnabled = true;
 
+    /// <summary>
+    /// Whether this layer is locked (prevents drawing).
+    /// </summary>
+    [ObservableProperty]
+    private bool isLocked;
+
     /// <summary>
     /// Display color for this layer in the editor (for visual distinction).
     /// Stored internally but serialized via ColorHex.
@@ -166,11 +178,34 @@ public string DisplayColorHex
     }
 
     /// <summary>
-    /// Gets the display color as an Avalonia Color for UI binding.
+    /// Gets or sets the display color as an Avalonia Color for UI binding.
+    /// Setting this property updates the underlying SKColor.
     /// </summary>
-    [JsonIgnore]
-    public AvaloniaColor AvaloniaDisplayColor =>
-        AvaloniaColor.FromRgb(DisplayColor.Red, DisplayColor.Green, DisplayColor.Blue);
+    [ObservableProperty]
+    [property: JsonIgnore]
+    private AvaloniaColor avaloniaDisplayColor = AvaloniaColor.FromRgb(255, 100, 100);
+
+    partial void OnAvaloniaDisplayColorChanged(AvaloniaColor value)
+    {
+        // Sync to SKColor without triggering infinite loop
+        var newSkColor = new SKColor(value.R, value.G, value.B);
+        if (DisplayColor != newSkColor)
+        {
+            DisplayColor = newSkColor;
+        }
+    }
+
+    partial void OnDisplayColorChanged(SKColor value)
+    {
+        // Sync to Avalonia color without triggering infinite loop
+        var newAvaloniaColor = AvaloniaColor.FromRgb(value.Red, value.Green, value.Blue);
+        if (AvaloniaDisplayColor != newAvaloniaColor)
+        {
+            AvaloniaDisplayColor = newAvaloniaColor;
+        }
+        // Note: Path recoloring is handled by LayeredMaskEditorViewModel
+        // which saves canvas paths first before recoloring
+    }
 
     /// <summary>
     /// Whether this layer has any content (paint strokes or image).
@@ -236,9 +271,15 @@ public void LoadStateFromJsonObject(System.Text.Json.Nodes.JsonObject state)
         if (state.TryGetPropertyValue("isEnabled", out var enabledNode))
             IsEnabled = enabledNode?.GetValue<bool>() ?? true;
 
+        if (state.TryGetPropertyValue("isLocked", out var lockedNode))
+            IsLocked = lockedNode?.GetValue<bool>() ?? false;
+
         if (state.TryGetPropertyValue("displayColor", out var colorNode))
             DisplayColorHex = colorNode?.GetValue<string>() ?? "#FF6464";
 
+        if (state.TryGetPropertyValue("negativePrompt", out var negPromptNode))
+            NegativePrompt = negPromptNode?.GetValue<string>() ?? string.Empty;
+
         if (
             state.TryGetPropertyValue("paths", out var pathsNode)
             && pathsNode is System.Text.Json.Nodes.JsonArray pathsArray
@@ -257,10 +298,12 @@ public System.Text.Json.Nodes.JsonObject SaveStateToJsonObject()
             ["name"] = Name,
             ["layerType"] = LayerType.ToString(),
             ["prompt"] = Prompt,
+            ["negativePrompt"] = NegativePrompt,
             ["strength"] = Strength,
             ["opacity"] = Opacity,
             ["isVisible"] = IsVisible,
             ["isEnabled"] = IsEnabled,
+            ["isLocked"] = IsLocked,
             ["displayColor"] = DisplayColorHex,
         };
 
diff --git a/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
index 6cdd21127..2fe47588f 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
@@ -32,6 +32,12 @@ public partial class PaintCanvasViewModel(ILogger<PaintCanvasViewModel> logger)
     [NotifyCanExecuteChangedFor(nameof(UndoCommand))]
     private ImmutableList<PenPath> paths = [];
 
+    /// <summary>
+    /// Stack of undone paths for redo functionality.
+    /// </summary>
+    [JsonIgnore]
+    private readonly Stack<PenPath> redoStack = new();
+
     [ObservableProperty]
     private Color? paintBrushColor = Colors.White;
 
@@ -64,6 +70,12 @@ public partial class PaintCanvasViewModel(ILogger<PaintCanvasViewModel> logger)
     [ObservableProperty]
     private bool isDrawingEnabled = true;
 
+    /// <summary>
+    /// Whether to draw shapes (Rectangle/Ellipse) as strokes only instead of filled.
+    /// </summary>
+    [ObservableProperty]
+    private bool isShapeStrokeOnly;
+
     [JsonIgnore]
     private SKCanvas? SourceCanvas { set; get; }
 
@@ -281,6 +293,11 @@ public void Undo()
             return;
         }
 
+        // Push the removed path to redo stack
+        var removedPath = currentPaths[^1];
+        redoStack.Push(removedPath);
+        RedoCommand.NotifyCanExecuteChanged();
+
         Paths = currentPaths.RemoveAt(currentPaths.Count - 1);
 
         // Invalidate cache since paths changed
@@ -289,6 +306,24 @@ public void Undo()
         RefreshCanvas?.Invoke();
     }
 
+    [RelayCommand(CanExecute = nameof(CanExecuteRedo))]
+    public void Redo()
+    {
+        if (redoStack.Count == 0)
+        {
+            return;
+        }
+
+        var pathToRestore = redoStack.Pop();
+        Paths = Paths.Add(pathToRestore);
+        RedoCommand.NotifyCanExecuteChanged();
+
+        // Invalidate cache since paths changed
+        InvalidatePathCache();
+
+        RefreshCanvas?.Invoke();
+    }
+
     /// <summary>
     /// Invalidates the cached paths image. Call when paths are modified externally.
     /// </summary>
@@ -315,6 +350,23 @@ private bool CanExecuteUndo()
         return Paths.Count > 0;
     }
 
+    private bool CanExecuteRedo()
+    {
+        return redoStack.Count > 0;
+    }
+
+    /// <summary>
+    /// Clears the redo stack. Call when new paths are added (not via redo).
+    /// </summary>
+    public void ClearRedoStack()
+    {
+        if (redoStack.Count > 0)
+        {
+            redoStack.Clear();
+            RedoCommand.NotifyCanExecuteChanged();
+        }
+    }
+
     #region Shape Tool State
 
     /// <summary>
@@ -349,6 +401,8 @@ public void ClearCanvas()
     {
         Paths = ImmutableList<PenPath>.Empty;
         TemporaryPaths.Clear();
+        redoStack.Clear();
+        RedoCommand.NotifyCanExecuteChanged();
         InvalidatePathCache();
         RefreshCanvas?.Invoke();
     }
@@ -413,6 +467,8 @@ public void UpdateShapePreview(SKPoint currentPoint)
             PathType =
                 SelectedTool == PaintCanvasTool.Rectangle ? PenPathType.Rectangle : PenPathType.Ellipse,
             Bounds = bounds,
+            IsStrokeOnly = IsShapeStrokeOnly,
+            StrokeWidth = (float)PaintBrushSize,
         };
         TemporaryPaths[ShapePointerId] = previewPath;
     }
@@ -443,9 +499,12 @@ public void UpdateShapePreview(SKPoint currentPoint)
             PathType =
                 SelectedTool == PaintCanvasTool.Rectangle ? PenPathType.Rectangle : PenPathType.Ellipse,
             Bounds = bounds,
+            IsStrokeOnly = IsShapeStrokeOnly,
+            StrokeWidth = (float)PaintBrushSize,
         };
 
         Paths = Paths.Add(shapePath);
+        ClearRedoStack(); // New path added, clear redo history
         ShapeStartPoint = null;
         TemporaryPaths.TryRemove(ShapePointerId, out _);
 
@@ -550,6 +609,7 @@ private static SKRect CreateBoundsFromPoints(SKPoint start, SKPoint end)
         };
 
         Paths = Paths.Add(fillPath);
+        ClearRedoStack(); // New path added, clear redo history
         InvalidatePathCache();
         RefreshCanvas?.Invoke();
 
@@ -1558,7 +1618,13 @@ private void UpdatePathCache()
     /// with other ViewModels like LayeredMaskEditorViewModel.
     /// Optimized to batch draw calls into a single SKPath for performance.
     /// </summary>
-    public static void RenderPenPath(SKCanvas canvas, PenPath penPath, SKPaint paint)
+    /// <param name="overrideColor">If provided, uses this color instead of the path's FillColor. Useful for mask export.</param>
+    public static void RenderPenPath(
+        SKCanvas canvas,
+        PenPath penPath,
+        SKPaint paint,
+        SKColor? overrideColor = null
+    )
     {
         // Apply Color and blend mode
         if (penPath.IsErase)
@@ -1569,7 +1635,7 @@ public static void RenderPenPath(SKCanvas canvas, PenPath penPath, SKPaint paint
         else
         {
             paint.BlendMode = SKBlendMode.SrcOver;
-            paint.Color = penPath.FillColor;
+            paint.Color = overrideColor ?? penPath.FillColor;
         }
 
         paint.IsDither = true;
@@ -1579,19 +1645,59 @@ public static void RenderPenPath(SKCanvas canvas, PenPath penPath, SKPaint paint
         switch (penPath.PathType)
         {
             case PenPathType.Rectangle:
-                paint.Style = SKPaintStyle.Fill;
+                if (penPath.IsStrokeOnly)
+                {
+                    paint.Style = SKPaintStyle.Stroke;
+                    paint.StrokeWidth = penPath.StrokeWidth;
+                }
+                else
+                {
+                    paint.Style = SKPaintStyle.Fill;
+                }
                 canvas.DrawRect(penPath.Bounds, paint);
                 return;
 
             case PenPathType.Ellipse:
-                paint.Style = SKPaintStyle.Fill;
+                if (penPath.IsStrokeOnly)
+                {
+                    paint.Style = SKPaintStyle.Stroke;
+                    paint.StrokeWidth = penPath.StrokeWidth;
+                }
+                else
+                {
+                    paint.Style = SKPaintStyle.Fill;
+                }
                 canvas.DrawOval(penPath.Bounds, paint);
                 return;
 
             case PenPathType.Bitmap:
                 if (penPath.BitmapData != null)
                 {
-                    canvas.DrawBitmap(penPath.BitmapData, penPath.Bounds.Left, penPath.Bounds.Top);
+                    if (overrideColor.HasValue)
+                    {
+                        // Apply color filter to replace colors with override while keeping alpha
+                        var color = overrideColor.Value;
+                        using var colorPaint = new SKPaint();
+                        // Color matrix that replaces RGB with override color, preserves alpha
+                        // csharpier-ignore
+                        colorPaint.ColorFilter = SKColorFilter.CreateColorMatrix(
+                        [
+                            0, 0, 0, 0, color.Red / 255f,
+                            0, 0, 0, 0, color.Green / 255f,
+                            0, 0, 0, 0, color.Blue / 255f,
+                            0, 0, 0, 1, 0
+                        ]);
+                        canvas.DrawBitmap(
+                            penPath.BitmapData,
+                            penPath.Bounds.Left,
+                            penPath.Bounds.Top,
+                            colorPaint
+                        );
+                    }
+                    else
+                    {
+                        canvas.DrawBitmap(penPath.BitmapData, penPath.Bounds.Left, penPath.Bounds.Top);
+                    }
                 }
                 return;
 
@@ -1616,7 +1722,7 @@ public static void RenderPenPath(SKCanvas canvas, PenPath penPath, SKPaint paint
         else
         {
             paint.BlendMode = SKBlendMode.SrcOver;
-            paint.Color = penPath.FillColor;
+            paint.Color = overrideColor ?? penPath.FillColor;
         }
 
         // Setup paint for strokes
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
index 12e729ebb..8ff0b6309 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
@@ -252,28 +252,61 @@ private async Task LoadImageIntoLayerAsync(MaskLayer layer, string imagePath)
 
     private void Layer_PropertyChanged(object? sender, System.ComponentModel.PropertyChangedEventArgs e)
     {
-        // Refresh canvas when visibility, opacity, or image scale changes
+        var changedLayer = sender as MaskLayer;
+
+        // Handle color change: save canvas paths first, recolor them, update brush
+        if (e.PropertyName == nameof(MaskLayer.DisplayColor) && changedLayer == SelectedLayer)
+        {
+            // Save current canvas paths to layer first (so we don't lose any strokes)
+            SaveCurrentLayerPaths();
+
+            // Recolor the saved paths with the new color
+            if (changedLayer.Paths.Count > 0)
+            {
+                var newColor = changedLayer.DisplayColor;
+                var recoloredPaths = changedLayer
+                    .Paths.Select(p =>
+                        p.IsErase ? p : p with { FillColor = newColor.WithAlpha(p.FillColor.Alpha) }
+                    )
+                    .ToImmutableList();
+                changedLayer.Paths = recoloredPaths;
+            }
+
+            // Update brush color for new strokes
+            PaintCanvasViewModel.PaintBrushColor = changedLayer.AvaloniaDisplayColor;
+
+            // Sync the recolored paths back to canvas
+            SyncSelectedLayerToCanvas();
+            return;
+        }
+
+        // Refresh canvas when visibility, opacity, paths, lock, or image scale changes
         if (
             e.PropertyName
             is nameof(MaskLayer.IsVisible)
                 or nameof(MaskLayer.Opacity)
                 or nameof(MaskLayer.ImageScale)
                 or nameof(MaskLayer.SourceImage)
+                or nameof(MaskLayer.Paths)
+                or nameof(MaskLayer.IsLocked)
         )
         {
-            var changedLayer = sender as MaskLayer;
-
             // Save paths before sync, but handle visibility toggle specially:
             // - When toggling OFF (IsVisible is now false): canvas has paths, SAVE them
             // - When toggling ON (IsVisible is now true): canvas was empty, DON'T save
+            // - For color changes: skip save since MaskLayer itself updates Paths
             if (
                 changedLayer == SelectedLayer
                 && e.PropertyName == nameof(MaskLayer.IsVisible)
-                && changedLayer.IsVisible
+                && changedLayer!.IsVisible
             )
             {
                 // Toggling ON - skip save (canvas was empty while hidden)
             }
+            else if (e.PropertyName == nameof(MaskLayer.Paths))
+            {
+                // Paths change from layer update (e.g., other layer's color change), just refresh
+            }
             else
             {
                 // All other cases: save paths
@@ -292,6 +325,26 @@ public void RefreshComposite()
         SyncSelectedLayerToCanvas();
     }
 
+    /// <summary>
+    /// Clears the content (paths) of the specified layer without deleting it.
+    /// </summary>
+    [RelayCommand]
+    private void ClearLayerContent(MaskLayer? layer)
+    {
+        layer ??= SelectedLayer;
+        if (layer is null || layer.LayerType == MaskLayerType.Image)
+            return;
+
+        // If this is the selected layer, clear the canvas paths too
+        if (layer == SelectedLayer)
+        {
+            PaintCanvasViewModel.Paths = [];
+        }
+
+        layer.Paths = [];
+        SyncSelectedLayerToCanvas();
+    }
+
     /// <summary>
     /// Deletes the selected layer.
     /// </summary>
@@ -304,8 +357,12 @@ private void DeleteLayer()
         // Save current layer before removing
         SaveCurrentLayerPaths();
 
-        var index = Layers.IndexOf(SelectedLayer);
-        Layers.Remove(SelectedLayer);
+        var layerToRemove = SelectedLayer;
+        var index = Layers.IndexOf(layerToRemove);
+
+        // Unsubscribe and dispose before removing
+        CleanupLayer(layerToRemove);
+        Layers.Remove(layerToRemove);
 
         // Select adjacent layer
         if (Layers.Count > 0)
@@ -321,6 +378,15 @@ private void DeleteLayer()
         }
     }
 
+    /// <summary>
+    /// Unsubscribes event handlers and disposes resources for a layer.
+    /// </summary>
+    private void CleanupLayer(MaskLayer layer)
+    {
+        layer.PropertyChanged -= Layer_PropertyChanged;
+        layer.SourceImage?.Dispose();
+    }
+
     private bool CanDeleteLayer() => SelectedLayer is not null && Layers.Count > 1;
 
     /// <summary>
@@ -419,6 +485,138 @@ private void DuplicateLayer()
         SyncSelectedLayerToCanvas();
     }
 
+    /// <summary>
+    /// Exports the selected layer as a white-on-black mask PNG.
+    /// </summary>
+    [RelayCommand]
+    private async Task ExportLayerAsMaskAsync(MaskLayer? layer)
+    {
+        layer ??= SelectedLayer;
+        if (layer is null || layer.LayerType != MaskLayerType.Paint || CanvasSize == Size.Empty)
+            return;
+
+        // Save current layer paths before rendering
+        if (layer == SelectedLayer)
+            SaveCurrentLayerPaths();
+
+        var storageProvider = App.StorageProvider;
+
+        var file = await storageProvider.SaveFilePickerAsync(
+            new FilePickerSaveOptions
+            {
+                Title = "Export Mask as PNG",
+                SuggestedFileName = $"{layer.Name}_mask.png",
+                FileTypeChoices = [new FilePickerFileType("PNG Image") { Patterns = ["*.png"] }],
+            }
+        );
+
+        if (file is null)
+            return;
+
+        // Render layer to white-on-black mask
+        using var bitmap = new SKBitmap(
+            CanvasSize.Width,
+            CanvasSize.Height,
+            SKColorType.Rgba8888,
+            SKAlphaType.Premul
+        );
+        using var canvas = new SKCanvas(bitmap);
+        canvas.Clear(SKColors.Black);
+
+        // Render paths as white
+        using var paint = new SKPaint
+        {
+            Color = SKColors.White,
+            IsAntialias = true,
+            Style = SKPaintStyle.Fill,
+        };
+
+        foreach (var penPath in layer.Paths)
+        {
+            RenderPenPathToCanvas(canvas, penPath, paint, SKColors.White);
+        }
+
+        // Save to file
+        await using var stream = await file.OpenWriteAsync();
+        using var image = SKImage.FromBitmap(bitmap);
+        using var data = image.Encode(SKEncodedImageFormat.Png, 100);
+        data.SaveTo(stream);
+    }
+
+    /// <summary>
+    /// Imports a mask image as a new layer, converting white areas to the new layer's color.
+    /// </summary>
+    [RelayCommand]
+    private async Task ImportMaskAsLayerAsync()
+    {
+        if (CanvasSize == Size.Empty)
+            return;
+
+        var storageProvider = App.StorageProvider;
+
+        var files = await storageProvider.OpenFilePickerAsync(
+            new FilePickerOpenOptions
+            {
+                Title = "Import Mask Image",
+                AllowMultiple = false,
+                FileTypeFilter =
+                [
+                    new FilePickerFileType("Image Files")
+                    {
+                        Patterns = ["*.png", "*.jpg", "*.jpeg", "*.bmp"],
+                    },
+                ],
+            }
+        );
+
+        if (files.Count == 0)
+            return;
+
+        var file = files[0];
+        await using var stream = await file.OpenReadAsync();
+        using var bitmap = SKBitmap.Decode(stream);
+        if (bitmap is null)
+            return;
+
+        // Create new paint layer
+        var newLayer = new MaskLayer
+        {
+            Name = $"Imported Mask {Layers.Count + 1}",
+            LayerType = MaskLayerType.Paint,
+            DisplayColor = MaskLayerColors.GetByIndex(Layers.Count),
+        };
+        newLayer.PropertyChanged += Layer_PropertyChanged;
+
+        // Scale bitmap to canvas size and create a fill path
+        // For mask import, we create a bitmap path that covers the canvas
+        var scaledBitmap = new SKBitmap(
+            CanvasSize.Width,
+            CanvasSize.Height,
+            SKColorType.Rgba8888,
+            SKAlphaType.Premul
+        );
+        using var scaleCanvas = new SKCanvas(scaledBitmap);
+        scaleCanvas.Clear(SKColors.Transparent);
+
+        var srcRect = new SKRect(0, 0, bitmap.Width, bitmap.Height);
+        var destRect = new SKRect(0, 0, CanvasSize.Width, CanvasSize.Height);
+        scaleCanvas.DrawBitmap(bitmap, srcRect, destRect);
+
+        // Convert white areas to layer color using the mask as a bitmap path
+        var maskPath = new PenPath
+        {
+            PathType = PenPathType.Bitmap,
+            FillColor = newLayer.DisplayColor,
+            Bounds = destRect,
+            BitmapData = scaledBitmap,
+        };
+
+        newLayer.Paths = [maskPath];
+        Layers.Insert(0, newLayer);
+        SelectedLayer = newLayer;
+        SyncSelectedLayerToCanvas();
+    }
+
     /// <summary>
     /// Called when the selected layer changes.
     /// Saves the current layer's paths and loads the new layer's paths.
@@ -483,15 +681,15 @@ private void SyncSelectedLayerToCanvas()
         }
         else if (SelectedLayer.IsVisible)
         {
-            // Paint layer - enable drawing and show paths if visible
-            PaintCanvasViewModel.IsDrawingEnabled = true;
+            // Paint layer - enable drawing if not locked, show paths if visible
+            PaintCanvasViewModel.IsDrawingEnabled = !SelectedLayer.IsLocked;
             PaintCanvasViewModel.Paths = SelectedLayer.Paths;
             PaintCanvasViewModel.SetLayerBitmap("CurrentImage", null);
         }
         else
         {
-            // Layer is hidden - still allow drawing but don't render its paths until shown
-            PaintCanvasViewModel.IsDrawingEnabled = true;
+            // Layer is hidden - still allow drawing if not locked but don't render its paths until shown
+            PaintCanvasViewModel.IsDrawingEnabled = !SelectedLayer.IsLocked;
             PaintCanvasViewModel.Paths = [];
             PaintCanvasViewModel.SetLayerBitmap("CurrentImage", null);
         }
@@ -775,9 +973,15 @@ public IReadOnlyList<MaskLayer> GetEnabledLayersWithContent()
     /// <summary>
     /// Renders a pen path to a canvas. Delegates to PaintCanvasViewModel's shared implementation.
     /// </summary>
-    private static void RenderPenPathToCanvas(SKCanvas canvas, PenPath penPath, SKPaint paint)
+    /// <param name="overrideColor">If provided, uses this color instead of the path's color.</param>
+    private static void RenderPenPathToCanvas(
+        SKCanvas canvas,
+        PenPath penPath,
+        SKPaint paint,
+        SKColor? overrideColor = null
+    )
     {
-        PaintCanvasViewModel.RenderPenPath(canvas, penPath, paint);
+        PaintCanvasViewModel.RenderPenPath(canvas, penPath, paint, overrideColor);
     }
 
     /// <summary>
@@ -876,6 +1080,13 @@ public override JsonObject SaveStateToJsonObject()
     /// <inheritdoc />
     public void Dispose()
     {
+        // Clean up all layers
+        foreach (var layer in Layers)
+        {
+            CleanupLayer(layer);
+        }
+        Layers.Clear();
+
         GC.SuppressFinalize(this);
     }
 }
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/Modules/RegionalPromptModule.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/Modules/RegionalPromptModule.cs
index d6f11faa6..f192638bc 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/Modules/RegionalPromptModule.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/Modules/RegionalPromptModule.cs
@@ -60,9 +60,9 @@ protected override void OnApplyStep(ModuleApplyStepEventArgs e)
             return;
         }
 
-        // Start with the base positive conditioning
+        // Start with the base positive and negative conditioning
         var currentPositive = e.Temp.Base.Conditioning!.Unwrap().Positive;
-        var baseNegative = e.Temp.Base.Conditioning.Negative;
+        var currentNegative = e.Temp.Base.Conditioning.Negative;
 
         // Process each layer
         foreach (var layer in enabledLayers)
@@ -111,7 +111,7 @@ protected override void OnApplyStep(ModuleApplyStepEventArgs e)
                 }
             );
 
-            // Combine with the current conditioning
+            // Combine with the current positive conditioning
             var combined = e.Nodes.AddTypedNode(
                 new ComfyNodeBuilder.ConditioningCombine
                 {
@@ -122,11 +122,47 @@ protected override void OnApplyStep(ModuleApplyStepEventArgs e)
             );
 
             currentPositive = combined.Output;
+
+            // Handle per-layer negative prompt if specified
+            if (!string.IsNullOrWhiteSpace(layer.NegativePrompt))
+            {
+                var layerNegClip = e.Nodes.AddTypedNode(
+                    new ComfyNodeBuilder.CLIPTextEncode
+                    {
+                        Name = e.Nodes.GetUniqueName($"RegionalPrompt_NegCLIP_{maskCounter}"),
+                        Clip = e.Builder.Connections.Base.Clip!,
+                        Text = layer.NegativePrompt,
+                    }
+                );
+
+                var maskedNegConditioning = e.Nodes.AddTypedNode(
+                    new ComfyNodeBuilder.ConditioningSetMask
+                    {
+                        Name = e.Nodes.GetUniqueName($"RegionalPrompt_NegSetMask_{maskCounter}"),
+                        Conditioning = layerNegClip.Output,
+                        Mask = loadedMask.Output,
+                        Strength = layer.Strength,
+                        SetCondArea = "mask bounds",
+                    }
+                );
+
+                var combinedNeg = e.Nodes.AddTypedNode(
+                    new ComfyNodeBuilder.ConditioningCombine
+                    {
+                        Name = e.Nodes.GetUniqueName($"RegionalPrompt_NegCombine_{maskCounter}"),
+                        Conditioning1 = currentNegative,
+                        Conditioning2 = maskedNegConditioning.Output,
+                    }
+                );
+
+                currentNegative = combinedNeg.Output;
+            }
+
             maskCounter++;
         }
 
         // Update the base conditioning with our combined regional conditioning
-        e.Temp.Base.Conditioning = (currentPositive, baseNegative);
+        e.Temp.Base.Conditioning = (currentPositive, currentNegative);
 
         // Apply to refiner if available
         if (e.Temp.Refiner.Conditioning is not null)
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
index f613d3b73..9a17684e7 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
@@ -93,6 +93,19 @@
                         ToolTip.Tip="Duplicate Layer">
                         <fluentIcons:SymbolIcon FontSize="18" Symbol="Copy" />
                     </Button>
+                    <GridSplitter Margin="4,12" BorderThickness="1" />
+                    <Button
+                        Classes="transparent"
+                        Command="{Binding ExportLayerAsMaskCommand}"
+                        ToolTip.Tip="Export layer as mask PNG">
+                        <fluentIcons:SymbolIcon FontSize="18" Symbol="ArrowExportUp" />
+                    </Button>
+                    <Button
+                        Classes="transparent"
+                        Command="{Binding ImportMaskAsLayerCommand}"
+                        ToolTip.Tip="Import mask image as new layer">
+                        <fluentIcons:SymbolIcon FontSize="18" Symbol="ArrowDownload" />
+                    </Button>
                 </StackPanel>
 
                 <!--  Center: Info  -->
@@ -206,7 +219,7 @@
                                                 </Button>
                                             </StackPanel>
 
-                                            <!--  Visibility & Enable  -->
+                                            <!--  Visibility, Enable & Lock  -->
                                             <StackPanel
                                                 Grid.Column="1"
                                                 Margin="0,0,8,0"
@@ -232,6 +245,22 @@
                                                     Margin="4,0,0,0"
                                                     IsChecked="{Binding IsEnabled}"
                                                     ToolTip.Tip="Enable for generation" />
+                                                <ToggleButton
+                                                    Padding="4"
+                                                    Classes="transparent"
+                                                    IsChecked="{Binding IsLocked}"
+                                                    ToolTip.Tip="Lock layer (prevent drawing)">
+                                                    <Panel>
+                                                        <fluentIcons:SymbolIcon
+                                                            FontSize="16"
+                                                            IsVisible="{Binding IsLocked}"
+                                                            Symbol="LockClosed" />
+                                                        <fluentIcons:SymbolIcon
+                                                            FontSize="16"
+                                                            IsVisible="{Binding !IsLocked}"
+                                                            Symbol="LockOpen" />
+                                                    </Panel>
+                                                </ToggleButton>
                                             </StackPanel>
 
                                             <!--  Name  -->
@@ -243,16 +272,15 @@
                                                 Text="{Binding Name}"
                                                 Watermark="Layer name" />
 
-                                            <!--  Color  -->
-                                            <Border
+                                            <!--  Color Picker  -->
+                                            <ui:ColorPickerButton
                                                 Grid.Column="3"
-                                                Width="20"
-                                                Height="20"
+                                                Width="28"
+                                                Height="28"
                                                 Margin="8,0"
                                                 VerticalAlignment="Center"
-                                                Background="{Binding DisplayColorHex}"
-                                                CornerRadius="10"
-                                                ToolTip.Tip="Layer color marker" />
+                                                ToolTip.Tip="Choose layer color"
+                                                Color="{Binding AvaloniaDisplayColor}" />
 
                                             <!--  Editing Badge  -->
                                             <Border
@@ -268,15 +296,25 @@
 
                                         <!--  Row 1: Layer-type-specific content  -->
                                         <!--  Paint layer: Prompt textbox  -->
-                                        <TextBox
+                                        <StackPanel
                                             Grid.Row="1"
-                                            MinHeight="60"
-                                            MaxHeight="120"
-                                            AcceptsReturn="True"
                                             IsVisible="{Binding LayerType, Converter={x:Static ObjectConverters.Equal}, ConverterParameter={x:Static inference:MaskLayerType.Paint}}"
-                                            Text="{Binding Prompt}"
-                                            TextWrapping="Wrap"
-                                            Watermark="Enter prompt for this layer..." />
+                                            Spacing="8">
+                                            <TextBox
+                                                MinHeight="50"
+                                                MaxHeight="100"
+                                                AcceptsReturn="True"
+                                                Text="{Binding Prompt}"
+                                                TextWrapping="Wrap"
+                                                Watermark="Prompt for this region..." />
+                                            <TextBox
+                                                MinHeight="32"
+                                                MaxHeight="60"
+                                                AcceptsReturn="True"
+                                                Text="{Binding NegativePrompt}"
+                                                TextWrapping="Wrap"
+                                                Watermark="Negative prompt (optional)..." />
+                                        </StackPanel>
 
                                         <!--  Image layer: Image info and controls  -->
                                         <StackPanel

From 4d05ba077500a215b7b74af0f618291805935bf8 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Tue, 6 Jan 2026 22:05:12 -0800
Subject: [PATCH 050/218] Refactor LayeredMaskEditorDialog and PaintCanvas for
 improved layout and tool accessibility, remove unused buttons, and enhance
 property bindings

---
 .../Controls/Painting/PaintCanvas.axaml       | 328 +++++++++++-------
 .../Models/Inference/MaskLayer.cs             |   4 +
 .../Dialogs/LayeredMaskEditorDialog.axaml     |  37 +-
 3 files changed, 226 insertions(+), 143 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml
index 9a7bdb0e6..5695a7b34 100644
--- a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml
+++ b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml
@@ -3,7 +3,6 @@
     xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
     xmlns:controls="using:StabilityMatrix.Avalonia.Controls"
     xmlns:converters="clr-namespace:StabilityMatrix.Avalonia.Converters"
-    xmlns:faIcons="https://github.com/projektanker/icons.avalonia"
     xmlns:fluentIcons="clr-namespace:FluentIcons.Avalonia.Fluent;assembly=FluentIcons.Avalonia.Fluent"
     xmlns:input="clr-namespace:FluentAvalonia.UI.Input;assembly=FluentAvalonia"
     xmlns:mocks="clr-namespace:StabilityMatrix.Avalonia.DesignData"
@@ -23,7 +22,7 @@
         <Setter Property="Background" Value="Transparent" />
         <Setter Property="Template">
             <ControlTemplate>
-                <Grid RowDefinitions="Auto,Auto">
+                <Grid ColumnDefinitions="Auto,*" RowDefinitions="Auto,*">
                     <Grid.Resources>
                         <input:StandardUICommand
                             x:Key="ClearCanvasCommand"
@@ -37,130 +36,226 @@
                             IconSource="Undo"
                             Label="Undo" />
                     </Grid.Resources>
-                    <Grid.Styles>
-                        <!--  Change cursor to crosshair when mouse is over the canvas  -->
-                        <!--<Style Selector="controls|SkiaCustomCanvas:pointerover">
-                            <Setter Property="Cursor" Value="Cross"/>
-                        </Style>
-                        <Style Selector="controls|SkiaCustomCanvas:pointerleave">
-                            <Setter Property="Cursor" Value="Arrow"/>
-                        </Style>-->
-                    </Grid.Styles>
-
-                    <!--  Top bar  -->
-                    <StackPanel Orientation="Horizontal" Spacing="6">
-
-                        <!--  Tools  -->
-                        <controls:Card Padding="4">
-                            <StackPanel Orientation="Horizontal" Spacing="6">
-                                <ToggleButton IsChecked="{Binding SelectedTool, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static models:PaintCanvasTool.PaintBrush}}" ToolTip.Tip="Brush (B)">
-                                    <faIcons:Icon FontSize="18" Value="fa-solid fa-paintbrush" />
-                                </ToggleButton>
-                                <ToggleButton IsChecked="{Binding SelectedTool, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static models:PaintCanvasTool.Eraser}}" ToolTip.Tip="Eraser (E)">
-                                    <faIcons:Icon FontSize="18" Value="fa-solid fa-eraser" />
-                                </ToggleButton>
-                                <ToggleButton IsChecked="{Binding SelectedTool, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static models:PaintCanvasTool.Rectangle}}" ToolTip.Tip="Rectangle (R)">
-                                    <faIcons:Icon FontSize="18" Value="fa-regular fa-square" />
-                                </ToggleButton>
-                                <ToggleButton IsChecked="{Binding SelectedTool, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static models:PaintCanvasTool.Ellipse}}" ToolTip.Tip="Ellipse (O)">
-                                    <faIcons:Icon FontSize="18" Value="fa-regular fa-circle" />
-                                </ToggleButton>
-                                <ToggleButton IsChecked="{Binding SelectedTool, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static models:PaintCanvasTool.PaintBucket}}" ToolTip.Tip="Paint Bucket / Flood Fill (G)">
-                                    <faIcons:Icon FontSize="18" Value="fa-solid fa-fill-drip" />
-                                </ToggleButton>
-                                <GridSplitter Margin="4,12" BorderThickness="1" />
-                                <CheckBox
+
+                    <!--  Vertical Tool Palette (Left Side)  -->
+                    <Border
+                        Grid.Row="0"
+                        Grid.RowSpan="2"
+                        Grid.Column="0"
+                        Margin="0,0,8,0"
+                        Padding="4"
+                        Background="{DynamicResource CardBackgroundFillColorDefaultBrush}"
+                        BorderBrush="{DynamicResource ControlStrokeColorDefaultBrush}"
+                        BorderThickness="1"
+                        CornerRadius="6">
+                        <StackPanel Orientation="Vertical" Spacing="4">
+                            <!--  Brush Tool  -->
+                            <ToggleButton
+                                Width="36"
+                                Height="36"
+                                Padding="0"
+                                IsChecked="{Binding SelectedTool, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static models:PaintCanvasTool.PaintBrush}}"
+                                ToolTip.Tip="Brush (B)">
+                                <fluentIcons:SymbolIcon FontSize="18" Symbol="PaintBrush" />
+                            </ToggleButton>
+
+                            <!--  Eraser Tool  -->
+                            <ToggleButton
+                                Width="36"
+                                Height="36"
+                                Padding="0"
+                                IsChecked="{Binding SelectedTool, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static models:PaintCanvasTool.Eraser}}"
+                                ToolTip.Tip="Eraser (E)">
+                                <fluentIcons:SymbolIcon FontSize="18" Symbol="Eraser" />
+                            </ToggleButton>
+
+                            <Rectangle
+                                Height="1"
+                                Margin="4,4"
+                                HorizontalAlignment="Stretch"
+                                Fill="{DynamicResource DividerStrokeColorDefaultBrush}" />
+
+                            <!--  Rectangle Tool  -->
+                            <ToggleButton
+                                Width="36"
+                                Height="36"
+                                Padding="0"
+                                IsChecked="{Binding SelectedTool, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static models:PaintCanvasTool.Rectangle}}"
+                                ToolTip.Tip="Rectangle (R)">
+                                <fluentIcons:SymbolIcon FontSize="18" Symbol="Square" />
+                            </ToggleButton>
+
+                            <!--  Ellipse Tool  -->
+                            <ToggleButton
+                                Width="36"
+                                Height="36"
+                                Padding="0"
+                                IsChecked="{Binding SelectedTool, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static models:PaintCanvasTool.Ellipse}}"
+                                ToolTip.Tip="Ellipse (O)">
+                                <fluentIcons:SymbolIcon FontSize="18" Symbol="Circle" />
+                            </ToggleButton>
+
+                            <Rectangle
+                                Height="1"
+                                Margin="4,4"
+                                HorizontalAlignment="Stretch"
+                                Fill="{DynamicResource DividerStrokeColorDefaultBrush}" />
+
+                            <!--  Paint Bucket Tool  -->
+                            <ToggleButton
+                                Width="36"
+                                Height="36"
+                                Padding="0"
+                                IsChecked="{Binding SelectedTool, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static models:PaintCanvasTool.PaintBucket}}"
+                                ToolTip.Tip="Paint Bucket / Flood Fill (G)">
+                                <fluentIcons:SymbolIcon FontSize="18" Symbol="PaintBucket" />
+                            </ToggleButton>
+
+                            <Rectangle
+                                Height="1"
+                                Margin="4,8"
+                                HorizontalAlignment="Stretch"
+                                Fill="{DynamicResource DividerStrokeColorDefaultBrush}" />
+
+                            <!--  Stroke Mode Toggle  -->
+                            <ToggleButton
+                                Width="36"
+                                Height="36"
+                                Padding="0"
+                                IsChecked="{Binding IsShapeStrokeOnly}"
+                                ToolTip.Tip="Stroke mode (outline only)">
+                                <fluentIcons:SymbolIcon FontSize="18" Symbol="SquareHint" />
+                            </ToggleButton>
+                        </StackPanel>
+                    </Border>
+
+                    <!--  Horizontal Options Bar (Top)  -->
+                    <Border
+                        Grid.Row="0"
+                        Grid.Column="1"
+                        Margin="0,0,0,8"
+                        Padding="8,6"
+                        Background="{DynamicResource CardBackgroundFillColorDefaultBrush}"
+                        BorderBrush="{DynamicResource ControlStrokeColorDefaultBrush}"
+                        BorderThickness="1"
+                        CornerRadius="6">
+                        <Grid ColumnDefinitions="Auto,Auto,Auto,*,Auto">
+                            <!--  Color Picker  -->
+                            <StackPanel
+                                VerticalAlignment="Center"
+                                Orientation="Horizontal"
+                                Spacing="6">
+                                <TextBlock
                                     VerticalAlignment="Center"
-                                    IsChecked="{Binding IsShapeStrokeOnly}"
-                                    ToolTip.Tip="Draw shape outlines only (stroke mode)">
-                                    <TextBlock Text="Stroke" />
-                                </CheckBox>
+                                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                    Text="Color" />
+                                <ui:ColorPickerButton
+                                    Height="28"
+                                    VerticalAlignment="Center"
+                                    Color="{Binding PaintBrushColor}" />
                             </StackPanel>
-                        </controls:Card>
-
-                        <GridSplitter Margin="0,16" BorderThickness="1" />
-
-                        <ui:ColorPickerButton VerticalAlignment="Center" Color="{Binding PaintBrushColor}" />
-                        <Label
-                            Margin="8,0,0,0"
-                            VerticalAlignment="Center"
-                            Content="Pressure:" />
-                        <Label
-                            Margin="-4,0,0,0"
-                            VerticalAlignment="Center"
-                            Content="{Binding CurrentPenPressure}" />
-
-                        <!--  Brush Size Slider  -->
-                        <StackPanel
-                            Margin="8,0"
-                            VerticalAlignment="Center"
-                            Orientation="Horizontal"
-                            Spacing="4">
-                            <TextBlock VerticalAlignment="Center" Text="Size:" />
-                            <Slider
-                                Width="80"
-                                Maximum="100"
-                                Minimum="1"
-                                ToolTip.Tip="Brush size ([ and ] to adjust)"
-                                Value="{Binding PaintBrushSize}" />
-                            <TextBlock
-                                Width="24"
+
+                            <Rectangle
+                                Grid.Column="1"
+                                Width="1"
+                                Margin="12,4"
+                                VerticalAlignment="Stretch"
+                                Fill="{DynamicResource DividerStrokeColorDefaultBrush}" />
+
+                            <!--  Brush Size  -->
+                            <StackPanel
+                                Grid.Column="2"
                                 VerticalAlignment="Center"
-                                Text="{Binding PaintBrushSize, StringFormat={}{0:F0}}" />
-                        </StackPanel>
+                                Orientation="Horizontal"
+                                Spacing="6">
+                                <TextBlock
+                                    VerticalAlignment="Center"
+                                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                    Text="Size" />
+                                <Slider
+                                    Width="100"
+                                    VerticalAlignment="Center"
+                                    Maximum="100"
+                                    Minimum="1"
+                                    ToolTip.Tip="Brush size ([ and ] to adjust)"
+                                    Value="{Binding PaintBrushSize}" />
+                                <TextBlock
+                                    Width="28"
+                                    VerticalAlignment="Center"
+                                    Text="{Binding PaintBrushSize, StringFormat={}{0:F0}}" />
+
+                                <Rectangle
+                                    Width="1"
+                                    Margin="6,4"
+                                    VerticalAlignment="Stretch"
+                                    Fill="{DynamicResource DividerStrokeColorDefaultBrush}" />
 
-                        <ui:CommandBar Margin="0,4" HorizontalAlignment="Right">
-                            <ui:CommandBar.PrimaryCommands>
                                 <!--  Opacity  -->
-                                <ui:CommandBarButton>
-                                    <ui:CommandBarButton.IconSource>
-                                        <fluentIcons:SymbolIconSource FontSize="12" Symbol="CircleHalfFill" />
-                                    </ui:CommandBarButton.IconSource>
-                                    <ui:CommandBarButton.Flyout>
-                                        <Flyout>
-                                            <StackPanel>
-                                                <Label Content="Brush Opacity" />
-                                                <Slider
-                                                    MinWidth="200"
-                                                    IsSnapToTickEnabled="True"
-                                                    Maximum="1"
-                                                    Minimum="0"
-                                                    SmallChange="0.01"
-                                                    TickFrequency="0.01"
-                                                    Value="{Binding PaintBrushAlpha}" />
-                                            </StackPanel>
-                                        </Flyout>
-                                    </ui:CommandBarButton.Flyout>
-                                </ui:CommandBarButton>
-
-                                <ui:CommandBarButton
+                                <TextBlock
+                                    VerticalAlignment="Center"
+                                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                    Text="Opacity" />
+                                <Slider
+                                    Width="80"
+                                    VerticalAlignment="Center"
+                                    Maximum="1"
+                                    Minimum="0"
+                                    ToolTip.Tip="Brush opacity"
+                                    Value="{Binding PaintBrushAlpha}" />
+                            </StackPanel>
+
+                            <!--  Spacer  -->
+                            <Panel Grid.Column="3" />
+
+                            <!--  Commands (Right side)  -->
+                            <StackPanel
+                                Grid.Column="4"
+                                Orientation="Horizontal"
+                                Spacing="4">
+                                <Button
+                                    Padding="8,6"
+                                    Classes="transparent"
                                     Command="{Binding UndoCommand}"
-                                    IconSource="Undo"
-                                    ToolTip.Tip="Undo (Ctrl+Z)" />
-                                <ui:CommandBarButton
+                                    ToolTip.Tip="Undo (Ctrl+Z)">
+                                    <fluentIcons:SymbolIcon FontSize="16" Symbol="ArrowUndo" />
+                                </Button>
+                                <Button
+                                    Padding="8,6"
+                                    Classes="transparent"
                                     Command="{Binding RedoCommand}"
-                                    IconSource="Redo"
-                                    ToolTip.Tip="Redo (Ctrl+Y)" />
-                                <ui:CommandBarButton Command="{StaticResource ClearCanvasCommand}" />
-                                <ui:CommandBarToggleButton IsChecked="{Binding ShowGridOverlay}" ToolTip.Tip="Toggle Grid Overlay">
-                                    <ui:CommandBarToggleButton.IconSource>
-                                        <fluentIcons:SymbolIconSource Symbol="Grid" />
-                                    </ui:CommandBarToggleButton.IconSource>
-                                </ui:CommandBarToggleButton>
-
-                            </ui:CommandBar.PrimaryCommands>
-
-                            <!--<ui:CommandBar.SecondaryCommands>
-                                <ui:CommandBarButton Command="{StaticResource UndoCommand}" />
-                                <ui:CommandBarButton Command="{StaticResource ClearCanvasCommand}" />
-                            </ui:CommandBar.SecondaryCommands>-->
-                        </ui:CommandBar>
-                    </StackPanel>
+                                    ToolTip.Tip="Redo (Ctrl+Y)">
+                                    <fluentIcons:SymbolIcon FontSize="16" Symbol="ArrowRedo" />
+                                </Button>
+                                <Button
+                                    Padding="8,6"
+                                    Classes="transparent"
+                                    Command="{Binding ClearCanvasCommand}"
+                                    ToolTip.Tip="Clear canvas">
+                                    <fluentIcons:SymbolIcon FontSize="16" Symbol="Delete" />
+                                </Button>
+
+                                <Rectangle
+                                    Width="1"
+                                    Margin="4,4"
+                                    VerticalAlignment="Stretch"
+                                    Fill="{DynamicResource DividerStrokeColorDefaultBrush}" />
 
+                                <ToggleButton
+                                    Padding="8,6"
+                                    Classes="transparent"
+                                    IsChecked="{Binding ShowGridOverlay}"
+                                    ToolTip.Tip="Toggle Grid Overlay">
+                                    <fluentIcons:SymbolIcon FontSize="16" Symbol="Grid" />
+                                </ToggleButton>
+                            </StackPanel>
+                        </Grid>
+                    </Border>
+
+                    <!--  Canvas Area  -->
                     <ZoomBorder
                         x:Name="PART_ZoomBorder"
                         Grid.Row="1"
-                        Margin="0,2,0,0"
+                        Grid.Column="1"
                         HorizontalAlignment="Stretch"
                         VerticalAlignment="Stretch"
                         Background="SlateBlue"
@@ -176,11 +271,8 @@
                             VerticalAlignment="Stretch"
                             Background="Transparent" />
                     </ZoomBorder>
-
                 </Grid>
             </ControlTemplate>
         </Setter>
-
-
     </Style>
 </Styles>
diff --git a/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs b/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
index d823f43fb..2bf1f25af 100644
--- a/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
+++ b/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
@@ -79,12 +79,16 @@ public partial class MaskLayer : ObservableObject, IJsonLoadableState
     /// Path to the source image for Image layers. Null for Paint layers.
     /// </summary>
     [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(HasImage))]
+    [NotifyPropertyChangedFor(nameof(HasContent))]
     private string? sourceImagePath;
 
     /// <summary>
     /// The loaded source image bitmap for Image layers. Runtime only, not serialized.
     /// </summary>
     [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(HasImage))]
+    [NotifyPropertyChangedFor(nameof(HasContent))]
     [property: JsonIgnore]
     private SKBitmap? sourceImage;
 
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
index 9a17684e7..dc8dd97aa 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
@@ -59,23 +59,6 @@
                         ToolTip.Tip="Delete Layer">
                         <fluentIcons:SymbolIcon FontSize="18" Symbol="Delete" />
                     </Button>
-                    <Rectangle
-                        Width="1"
-                        Margin="4,4"
-                        VerticalAlignment="Stretch"
-                        Fill="{DynamicResource DividerStrokeColorDefaultBrush}" />
-                    <Button
-                        Classes="transparent"
-                        Command="{Binding MoveLayerUpCommand}"
-                        ToolTip.Tip="Move Layer Up">
-                        <fluentIcons:SymbolIcon FontSize="18" Symbol="ArrowUp" />
-                    </Button>
-                    <Button
-                        Classes="transparent"
-                        Command="{Binding MoveLayerDownCommand}"
-                        ToolTip.Tip="Move Layer Down">
-                        <fluentIcons:SymbolIcon FontSize="18" Symbol="ArrowDown" />
-                    </Button>
                     <Rectangle
                         Width="1"
                         Margin="4,4"
@@ -108,14 +91,6 @@
                     </Button>
                 </StackPanel>
 
-                <!--  Center: Info  -->
-                <TextBlock
-                    Grid.Column="1"
-                    HorizontalAlignment="Center"
-                    VerticalAlignment="Center"
-                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
-                    Text="{Binding Layers.Count, StringFormat='Total Layers: {0}'}" />
-
                 <!--  Right: Canvas size  -->
                 <StackPanel
                     Grid.Column="2"
@@ -348,8 +323,11 @@
                                                     Foreground="{DynamicResource TextFillColorTertiaryBrush}"
                                                     Text="Strength" />
                                                 <ui:NumberBox
+                                                    Margin="0,0,16,0"
+                                                    HorizontalAlignment="Stretch"
                                                     Maximum="10"
                                                     Minimum="0"
+                                                    SimpleNumberFormat="F2"
                                                     SmallChange="0.1"
                                                     SpinButtonPlacementMode="Compact"
                                                     Value="{Binding Strength}" />
@@ -360,8 +338,11 @@
                                                     Foreground="{DynamicResource TextFillColorTertiaryBrush}"
                                                     Text="Opacity" />
                                                 <ui:NumberBox
+                                                    Margin="0,0,16,0"
+                                                    HorizontalAlignment="Stretch"
                                                     Maximum="1"
                                                     Minimum="0"
+                                                    SimpleNumberFormat="F2"
                                                     SmallChange="0.1"
                                                     SpinButtonPlacementMode="Compact"
                                                     Value="{Binding Opacity}" />
@@ -380,8 +361,11 @@
                                                     Foreground="{DynamicResource TextFillColorTertiaryBrush}"
                                                     Text="Scale" />
                                                 <ui:NumberBox
+                                                    Margin="0,0,16,0"
+                                                    HorizontalAlignment="Stretch"
                                                     Maximum="3"
                                                     Minimum="0.1"
+                                                    SimpleNumberFormat="F2"
                                                     SmallChange="0.1"
                                                     SpinButtonPlacementMode="Compact"
                                                     Value="{Binding ImageScale}" />
@@ -392,8 +376,11 @@
                                                     Foreground="{DynamicResource TextFillColorTertiaryBrush}"
                                                     Text="Opacity" />
                                                 <ui:NumberBox
+                                                    Margin="0,0,16,0"
+                                                    HorizontalAlignment="Stretch"
                                                     Maximum="1"
                                                     Minimum="0"
+                                                    SimpleNumberFormat="F2"
                                                     SmallChange="0.1"
                                                     SpinButtonPlacementMode="Compact"
                                                     Value="{Binding Opacity}" />

From 4912260f5ec65d62af0ffb8a8903c7f6116e5379 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 7 Jan 2026 20:14:10 -0800
Subject: [PATCH 051/218] Add conditioning area mode for regional prompting in
 layered mask editor and reduce path serialization filesize

---
 .../Controls/Models/PenPath.cs                | 286 +++++++++++++++++-
 .../Controls/Models/PenPoint.cs               | 118 ++++++++
 .../Controls/Painting/PaintCanvas.axaml.cs    |   1 +
 .../Models/Inference/MaskLayer.cs             |  43 +++
 .../Controls/PaintCanvasViewModel.cs          |  65 ++--
 .../Dialogs/LayeredMaskEditorViewModel.cs     | 208 ++++++-------
 .../Inference/Modules/RegionalPromptModule.cs |  10 +-
 .../Inference/RegionalPromptCardViewModel.cs  |  18 +-
 .../Dialogs/LayeredMaskEditorDialog.axaml     |  36 ++-
 9 files changed, 615 insertions(+), 170 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Controls/Models/PenPath.cs b/StabilityMatrix.Avalonia/Controls/Models/PenPath.cs
index 3150af34a..70a8225da 100644
--- a/StabilityMatrix.Avalonia/Controls/Models/PenPath.cs
+++ b/StabilityMatrix.Avalonia/Controls/Models/PenPath.cs
@@ -1,4 +1,10 @@
-using System.Collections.Generic;
+using System;
+using System.Buffers;
+using System.Collections.Generic;
+using System.IO;
+using System.IO.Compression;
+using System.Linq;
+using System.Text.Json;
 using System.Text.Json.Serialization;
 using SkiaSharp;
 using StabilityMatrix.Core.Converters.Json;
@@ -31,9 +37,151 @@ public enum PenPathType
     Bitmap,
 }
 
+/// <summary>
+/// Custom JSON converter for PenPath that handles both legacy (JSON array)
+/// and new (compressed base64 string) formats for backwards compatibility.
+/// </summary>
+public class PenPathJsonConverter : JsonConverter<PenPath>
+{
+    public override PenPath Read(ref Utf8JsonReader reader, Type typeToConvert, JsonSerializerOptions options)
+    {
+        if (reader.TokenType != JsonTokenType.StartObject)
+            return default;
+
+        var penPath = new PenPath();
+
+        while (reader.Read())
+        {
+            if (reader.TokenType == JsonTokenType.EndObject)
+                return penPath;
+
+            if (reader.TokenType != JsonTokenType.PropertyName)
+                continue;
+
+            var propertyName = reader.GetString()?.ToLowerInvariant();
+            reader.Read();
+
+            switch (propertyName)
+            {
+                case "points":
+                    // Handle both legacy (array) and new (compressed string) formats
+                    if (reader.TokenType == JsonTokenType.String)
+                    {
+                        // New compressed format
+                        var compressed = reader.GetString();
+                        var decompressedPoints = PenPath.DecompressPointsPublic(compressed);
+                        penPath = penPath with { Points = decompressedPoints ?? [] };
+                    }
+                    else if (reader.TokenType == JsonTokenType.StartArray)
+                    {
+                        // Legacy format - manually deserialize array of PenPoint objects
+                        // (Can't use JsonSerializer.Deserialize due to source-gen context limitations)
+                        var points = new List<PenPoint>();
+                        var penPointConverter = new PenPointJsonConverter();
+
+                        while (reader.Read())
+                        {
+                            if (reader.TokenType == JsonTokenType.EndArray)
+                                break;
+
+                            if (reader.TokenType == JsonTokenType.StartObject)
+                            {
+                                var point = penPointConverter.Read(ref reader, typeof(PenPoint), options);
+                                points.Add(point);
+                            }
+                        }
+
+                        penPath = penPath with { Points = points };
+                    }
+                    break;
+
+                case "fillcolor":
+                    var colorConverter = new SKColorJsonConverter();
+                    var color = colorConverter.Read(ref reader, typeof(SKColor), options);
+                    penPath = penPath with { FillColor = color };
+                    break;
+
+                case "iserase":
+                    penPath = penPath with { IsErase = reader.GetBoolean() };
+                    break;
+
+                case "pathtype":
+                    // Handle both string and number formats for backward compatibility
+                    if (reader.TokenType == JsonTokenType.String)
+                    {
+                        if (Enum.TryParse<PenPathType>(reader.GetString(), out var pathType))
+                            penPath = penPath with { PathType = pathType };
+                    }
+                    else if (reader.TokenType == JsonTokenType.Number)
+                    {
+                        var pathTypeInt = reader.GetInt32();
+                        if (Enum.IsDefined(typeof(PenPathType), pathTypeInt))
+                            penPath = penPath with { PathType = (PenPathType)pathTypeInt };
+                    }
+                    break;
+
+                case "bounds":
+                    var rectConverter = new SKRectJsonConverter();
+                    var bounds = rectConverter.Read(ref reader, typeof(SKRect), options);
+                    penPath = penPath with { Bounds = bounds };
+                    break;
+
+                case "isstrokeonly":
+                    penPath = penPath with { IsStrokeOnly = reader.GetBoolean() };
+                    break;
+
+                case "strokewidth":
+                    penPath = penPath with { StrokeWidth = (float)reader.GetDouble() };
+                    break;
+
+                case "radius":
+                    penPath = penPath with { Radius = (float)reader.GetDouble() };
+                    break;
+
+                default:
+                    reader.Skip();
+                    break;
+            }
+        }
+
+        return penPath;
+    }
+
+    public override void Write(Utf8JsonWriter writer, PenPath value, JsonSerializerOptions options)
+    {
+        writer.WriteStartObject();
+
+        // Write FillColor
+        var colorConverter = new SKColorJsonConverter();
+        writer.WritePropertyName("fillColor");
+        colorConverter.Write(writer, value.FillColor, options);
+
+        writer.WriteBoolean("isErase", value.IsErase);
+        writer.WriteString("pathType", value.PathType.ToString());
+
+        // Write Bounds
+        var rectConverter = new SKRectJsonConverter();
+        writer.WritePropertyName("bounds");
+        rectConverter.Write(writer, value.Bounds, options);
+
+        writer.WriteBoolean("isStrokeOnly", value.IsStrokeOnly);
+        writer.WriteNumber("strokeWidth", value.StrokeWidth);
+        writer.WriteNumber("radius", value.Radius);
+
+        // Write points in compressed format
+        var compressedPoints = PenPath.CompressPointsPublic(value.Points);
+        if (compressedPoints != null)
+        {
+            writer.WriteString("points", compressedPoints);
+        }
+
+        writer.WriteEndObject();
+    }
+}
+
+[JsonConverter(typeof(PenPathJsonConverter))]
 public readonly record struct PenPath()
 {
-    [JsonConverter(typeof(SKColorJsonConverter))]
     public SKColor FillColor { get; init; }
 
     public bool IsErase { get; init; }
@@ -47,7 +195,6 @@ public readonly record struct PenPath()
     /// Bounding rectangle for shape paths (Rectangle, Ellipse).
     /// For Freehand paths, this is ignored.
     /// </summary>
-    [JsonConverter(typeof(SKRectJsonConverter))]
     public SKRect Bounds { get; init; }
 
     /// <summary>
@@ -61,10 +208,19 @@ public readonly record struct PenPath()
     /// </summary>
     public float StrokeWidth { get; init; } = 5f;
 
+    /// <summary>
+    /// Brush radius for this stroke. All points in the stroke share this radius.
+    /// </summary>
+    public float Radius { get; init; }
+
+    /// <summary>
+    /// Points for rendering. Serialization is handled by the custom JsonConverter.
+    /// </summary>
+    [JsonIgnore]
     public List<PenPoint> Points { get; init; } = [];
 
     /// <summary>
-    /// Bitmap data for flood fill paths. Stored as PNG bytes for serialization.
+    /// Bitmap data for flood fill paths.
     /// </summary>
     [JsonIgnore]
     public SKBitmap? BitmapData { get; init; }
@@ -89,4 +245,126 @@ public SKPath ToSKPath()
 
         return skPath;
     }
+
+    /// <summary>
+    /// Gets the effective radius for rendering. Returns Radius if set, otherwise falls back to first point's radius for backward compatibility.
+    /// </summary>
+    public float GetEffectiveRadius()
+    {
+        if (Radius > 0)
+            return Radius;
+
+        // Backward compatibility: check first point
+        if (Points.Count > 0 && Points[0].Radius > 0)
+            return (float)Points[0].Radius;
+
+        return 1f; // Default fallback
+    }
+
+    /// <summary>
+    /// Compresses points to a base64-encoded gzip string. Public for use by JsonConverter.
+    /// </summary>
+    public static string? CompressPointsPublic(List<PenPoint> points)
+    {
+        if (points.Count == 0)
+            return null;
+
+        // Calculate buffer size: 4 bytes count + 12 bytes per point (3 floats: x, y, pressure)
+        var bufferSize = 4 + (points.Count * 12);
+        var buffer = ArrayPool<byte>.Shared.Rent(bufferSize);
+
+        try
+        {
+            var offset = 0;
+
+            // Write point count
+            BitConverter.TryWriteBytes(buffer.AsSpan(offset), points.Count);
+            offset += 4;
+
+            // Write each point as 3 floats
+            foreach (var point in points)
+            {
+                BitConverter.TryWriteBytes(buffer.AsSpan(offset), (float)point.X);
+                offset += 4;
+                BitConverter.TryWriteBytes(buffer.AsSpan(offset), (float)point.Y);
+                offset += 4;
+                BitConverter.TryWriteBytes(buffer.AsSpan(offset), (float)(point.Pressure ?? 1.0));
+                offset += 4;
+            }
+
+            // Compress with gzip
+            using var outputStream = new MemoryStream();
+            using (var gzipStream = new GZipStream(outputStream, CompressionLevel.Optimal, leaveOpen: true))
+            {
+                gzipStream.Write(buffer, 0, offset);
+            }
+
+            return Convert.ToBase64String(outputStream.ToArray());
+        }
+        finally
+        {
+            ArrayPool<byte>.Shared.Return(buffer);
+        }
+    }
+
+    /// <summary>
+    /// Decompresses points from a base64-encoded gzip string. Public for use by JsonConverter.
+    /// </summary>
+    public static List<PenPoint>? DecompressPointsPublic(string? compressed)
+    {
+        if (string.IsNullOrEmpty(compressed))
+            return null;
+
+        try
+        {
+            var compressedBytes = Convert.FromBase64String(compressed);
+
+            using var inputStream = new MemoryStream(compressedBytes);
+            using var gzipStream = new GZipStream(inputStream, CompressionMode.Decompress);
+            using var outputStream = new MemoryStream();
+
+            gzipStream.CopyTo(outputStream);
+            var buffer = outputStream.ToArray();
+
+            if (buffer.Length < 4)
+                return null;
+
+            var offset = 0;
+
+            // Read point count
+            var count = BitConverter.ToInt32(buffer, offset);
+            offset += 4;
+
+            // Validate we have enough data
+            if (buffer.Length < 4 + (count * 12))
+                return null;
+
+            var points = new List<PenPoint>(count);
+
+            for (var i = 0; i < count; i++)
+            {
+                var x = BitConverter.ToSingle(buffer, offset);
+                offset += 4;
+                var y = BitConverter.ToSingle(buffer, offset);
+                offset += 4;
+                var pressure = BitConverter.ToSingle(buffer, offset);
+                offset += 4;
+
+                points.Add(
+                    new PenPoint(x, y)
+                    {
+                        Pressure = pressure >= 0 && pressure <= 1 ? pressure : null,
+                        IsPen = true, // Mark as pen point so it renders correctly
+                    }
+                );
+            }
+
+            return points;
+        }
+        catch
+        {
+            // If decompression fails, return null (caller will handle as legacy format)
+            return null;
+        }
+    }
 }
diff --git a/StabilityMatrix.Avalonia/Controls/Models/PenPoint.cs b/StabilityMatrix.Avalonia/Controls/Models/PenPoint.cs
index b3f004492..de6ad27bc 100644
--- a/StabilityMatrix.Avalonia/Controls/Models/PenPoint.cs
+++ b/StabilityMatrix.Avalonia/Controls/Models/PenPoint.cs
@@ -1,8 +1,118 @@
 using System;
+using System.Text.Json;
+using System.Text.Json.Serialization;
 using SkiaSharp;
 
 namespace StabilityMatrix.Avalonia.Controls.Models;
 
+/// <summary>
+/// Custom JSON converter for PenPoint to handle serialization of ulong coordinates
+/// and legacy double-based formats.
+/// </summary>
+public class PenPointJsonConverter : JsonConverter<PenPoint>
+{
+    public override PenPoint Read(
+        ref Utf8JsonReader reader,
+        Type typeToConvert,
+        JsonSerializerOptions options
+    )
+    {
+        if (reader.TokenType != JsonTokenType.StartObject)
+            return default;
+
+        ulong x = 0;
+        ulong y = 0;
+        double? pressure = null;
+        double radius = 1; // Default radius, legacy format stored per-point
+        bool isPen = true; // Default to true for rendering
+
+        while (reader.Read())
+        {
+            if (reader.TokenType == JsonTokenType.EndObject)
+                break;
+
+            if (reader.TokenType == JsonTokenType.PropertyName)
+            {
+                var propertyName = reader.GetString();
+                reader.Read();
+
+                switch (propertyName?.ToLowerInvariant())
+                {
+                    case "x":
+                        // Handle both double and ulong formats
+                        if (reader.TokenType == JsonTokenType.Number)
+                        {
+                            if (reader.TryGetUInt64(out var ulongX))
+                                x = ulongX;
+                            else if (reader.TryGetDouble(out var doubleX))
+                                x = Convert.ToUInt64(doubleX);
+                        }
+                        break;
+
+                    case "y":
+                        // Handle both double and ulong formats
+                        if (reader.TokenType == JsonTokenType.Number)
+                        {
+                            if (reader.TryGetUInt64(out var ulongY))
+                                y = ulongY;
+                            else if (reader.TryGetDouble(out var doubleY))
+                                y = Convert.ToUInt64(doubleY);
+                        }
+                        break;
+
+                    case "pressure":
+                        if (reader.TokenType == JsonTokenType.Number)
+                        {
+                            pressure = reader.GetDouble();
+                        }
+                        break;
+
+                    case "ispen":
+                        // Legacy format had IsPen serialized - read it but we'll set true anyway
+                        if (reader.TokenType == JsonTokenType.True || reader.TokenType == JsonTokenType.False)
+                        {
+                            isPen = reader.GetBoolean();
+                        }
+                        break;
+
+                    case "radius":
+                        // Legacy format had Radius on each point - read it for backward compatibility
+                        // GetEffectiveRadius() on PenPath will check Points[0].Radius as fallback
+                        if (reader.TokenType == JsonTokenType.Number)
+                        {
+                            radius = reader.GetDouble();
+                        }
+                        break;
+
+                    default:
+                        reader.Skip();
+                        break;
+                }
+            }
+        }
+
+        return new PenPoint(x, y)
+        {
+            Pressure = pressure,
+            IsPen = isPen,
+            Radius = radius,
+        };
+    }
+
+    public override void Write(Utf8JsonWriter writer, PenPoint value, JsonSerializerOptions options)
+    {
+        writer.WriteStartObject();
+        writer.WriteNumber("x", value.X);
+        writer.WriteNumber("y", value.Y);
+        if (value.Pressure.HasValue)
+        {
+            writer.WriteNumber("pressure", value.Pressure.Value);
+        }
+        writer.WriteEndObject();
+    }
+}
+
+[JsonConverter(typeof(PenPointJsonConverter))]
 public readonly record struct PenPoint(ulong X, ulong Y)
 {
     public PenPoint(double x, double y)
@@ -14,6 +124,10 @@ public PenPoint(SKPoint skPoint)
     /// <summary>
     /// Radius of the point.
     /// </summary>
+    /// <remarks>
+    /// Legacy property for backward compatibility. New paths store Radius at the PenPath level.
+    /// </remarks>
+    [JsonIgnore]
     public double Radius { get; init; } = 1;
 
     /// <summary>
@@ -24,6 +138,10 @@ public PenPoint(SKPoint skPoint)
     /// <summary>
     /// True if the point was created by a pen, false if it was created by a mouse.
     /// </summary>
+    /// <remarks>
+    /// Runtime-only property for pressure-sensitive rendering. Not persisted.
+    /// </remarks>
+    [JsonIgnore]
     public bool IsPen { get; init; }
 
     public SKPoint ToSKPoint() => new(X, Y);
diff --git a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs
index d656a515d..04f70747b 100644
--- a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs
+++ b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs
@@ -284,6 +284,7 @@ private void HandlePointerMoved(PointerEventArgs e)
             {
                 FillColor = viewModel.PaintBrushSKColor.WithAlpha((byte)(viewModel.PaintBrushAlpha * 255)),
                 IsErase = viewModel.SelectedTool == PaintCanvasTool.Eraser,
+                Radius = (float)viewModel.PaintBrushSize,
             };
             TemporaryPaths[e.Pointer.Id] = penPath;
         }
diff --git a/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs b/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
index 2bf1f25af..99f289c7f 100644
--- a/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
+++ b/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
@@ -57,6 +57,25 @@ public enum MaskLayerType
     Image,
 }
 
+/// <summary>
+/// Controls how the conditioning area is applied for regional prompting.
+/// This affects how the model interprets the masked region.
+/// </summary>
+public enum ConditioningAreaMode
+{
+    /// <summary>
+    /// Apply conditioning only to the bounding box of the mask.
+    /// This is more precise and typically gives sharper regional control.
+    /// </summary>
+    MaskBounds,
+
+    /// <summary>
+    /// Apply conditioning to the entire image area.
+    /// This can provide softer transitions and more global influence.
+    /// </summary>
+    Default,
+}
+
 /// <summary>
 /// Represents a single layer in the layered mask editor.
 /// Each layer has its own painted mask, prompt, and compositing settings.
@@ -117,6 +136,21 @@ public partial class MaskLayer : ObservableObject, IJsonLoadableState
     [ObservableProperty]
     private double strength = 1.0;
 
+    /// <summary>
+    /// Controls how the conditioning area is applied.
+    /// MaskBounds: Apply to bounding box of mask (sharper control).
+    /// Default: Apply to entire image (softer transitions).
+    /// </summary>
+    [ObservableProperty]
+    private ConditioningAreaMode conditioningArea = ConditioningAreaMode.MaskBounds;
+
+    /// <summary>
+    /// Gets the SetCondArea value for ComfyUI nodes.
+    /// </summary>
+    [JsonIgnore]
+    public string ConditioningAreaValue =>
+        ConditioningArea == ConditioningAreaMode.MaskBounds ? "mask bounds" : "default";
+
     /// <summary>
     /// Compositing opacity for editor preview (0.0 - 1.0, default 1.0).
     /// This affects how the layer is displayed in the editor, not the final mask.
@@ -266,6 +300,14 @@ public void LoadStateFromJsonObject(System.Text.Json.Nodes.JsonObject state)
         if (state.TryGetPropertyValue("strength", out var strengthNode))
             Strength = strengthNode?.GetValue<double>() ?? 1.0;
 
+        if (state.TryGetPropertyValue("conditioningArea", out var condAreaNode))
+        {
+            var condAreaStr = condAreaNode?.GetValue<string>() ?? "MaskBounds";
+            ConditioningArea = Enum.TryParse<ConditioningAreaMode>(condAreaStr, out var parsedCondArea)
+                ? parsedCondArea
+                : ConditioningAreaMode.MaskBounds;
+        }
+
         if (state.TryGetPropertyValue("opacity", out var opacityNode))
             Opacity = opacityNode?.GetValue<double>() ?? 1.0;
 
@@ -304,6 +346,7 @@ public System.Text.Json.Nodes.JsonObject SaveStateToJsonObject()
             ["prompt"] = Prompt,
             ["negativePrompt"] = NegativePrompt,
             ["strength"] = Strength,
+            ["conditioningArea"] = ConditioningArea.ToString(),
             ["opacity"] = Opacity,
             ["isVisible"] = IsVisible,
             ["isEnabled"] = IsEnabled,
diff --git a/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
index 2fe47588f..1909475d2 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
@@ -254,24 +254,24 @@ public void SetLayerBitmap(string name, SKBitmap? bitmap)
             _ => name,
         };
 
-        if (!Layers.ContainsKey(layerName))
+        if (!Layers.TryGetValue(layerName, out var layer))
         {
             return;
         }
 
         if (bitmap is not null)
         {
-            Layers[layerName].Bitmaps = [bitmap];
+            layer.Bitmaps = [bitmap];
         }
         else
         {
-            Layers[layerName].Bitmaps = [];
+            layer.Bitmaps = [];
         }
     }
 
     public void SetSourceCanvas(SKCanvas canvas)
     {
-        ArgumentNullException.ThrowIfNull(canvas, nameof(canvas));
+        ArgumentNullException.ThrowIfNull(canvas);
         SourceCanvas = canvas;
     }
 
@@ -623,8 +623,8 @@ private static SKRect CreateBoundsFromPoints(SKPoint start, SKPoint end)
     /// </summary>
     private SKBitmap GetFlattenedContentBitmap()
     {
-        var width = (int)CanvasSize.Width;
-        var height = (int)CanvasSize.Height;
+        var width = CanvasSize.Width;
+        var height = CanvasSize.Height;
         var bitmap = new SKBitmap(width, height, SKColorType.Rgba8888, SKAlphaType.Premul);
 
         using var canvas = new SKCanvas(bitmap);
@@ -1028,9 +1028,8 @@ public IReadOnlyList<SKColor> GetPaintedColors(IReadOnlyList<SKColor> paletteCol
         var pixels = bitmap.Pixels;
         var paletteCount = paletteColors.Count;
 
-        for (var i = 0; i < pixels.Length; i++)
+        foreach (var pixel in pixels)
         {
-            var pixel = pixels[i];
             if (pixel.Alpha < 128) // Skip mostly transparent pixels
                 continue;
 
@@ -1038,16 +1037,16 @@ public IReadOnlyList<SKColor> GetPaintedColors(IReadOnlyList<SKColor> paletteCol
             for (var p = 0; p < paletteCount; p++)
             {
                 var paletteColor = paletteColors[p];
-                if (ColorMatchesWithTolerance(pixel, paletteColor, tolerance))
-                {
-                    foundPaletteColors.Add(paletteColor);
+                if (!ColorMatchesWithTolerance(pixel, paletteColor, tolerance))
+                    continue;
 
-                    // Early exit if we've found all palette colors
-                    if (foundPaletteColors.Count == paletteCount)
-                        return foundPaletteColors.ToList();
+                foundPaletteColors.Add(paletteColor);
 
-                    break;
-                }
+                // Early exit if we've found all palette colors
+                if (foundPaletteColors.Count == paletteCount)
+                    return foundPaletteColors.ToList();
+
+                break;
             }
         }
 
@@ -1203,7 +1202,9 @@ private void RenderCheckerboardBackground(SKCanvas canvas)
             cachedCheckerboardSize = CanvasSize;
         }
 
-        using var paint = new SKPaint { Shader = cachedCheckerboardShader, IsAntialias = false };
+        using var paint = new SKPaint();
+        paint.Shader = cachedCheckerboardShader;
+        paint.IsAntialias = false;
 
         canvas.DrawRect(0, 0, CanvasSize.Width, CanvasSize.Height, paint);
     }
@@ -1488,19 +1489,19 @@ SKPaint paint
         using var path = new SKPath();
         var started = false;
         var currentThickness = 0f;
-        var prevX = 0f;
-        var prevY = 0f;
 
         // Start from one point before to ensure continuity
         var actualStart = Math.Max(0, startIndex - 1);
 
+        var effectiveRadius = penPath.GetEffectiveRadius();
+
         for (var i = actualStart; i < endIndex && i < penPath.Points.Count; i++)
         {
             var point = penPath.Points[i];
             if (!point.IsPen)
                 continue;
 
-            var thickness = (float)((point.Pressure ?? 1) * point.Radius * 2.5);
+            var thickness = (float)((point.Pressure ?? 1) * effectiveRadius * 2.5);
 
             if (!started)
             {
@@ -1513,9 +1514,6 @@ SKPaint paint
                 path.LineTo(point.X, point.Y);
                 currentThickness = (currentThickness + thickness) / 2;
             }
-
-            prevX = point.X;
-            prevY = point.Y;
         }
 
         if (started)
@@ -1739,6 +1737,9 @@ public static void RenderPenPath(
         var totalThickness = 0.0;
         var firstPenPointIndex = -1;
 
+        // Get effective radius (path-level or backward-compat from first point)
+        var effectiveRadius = penPath.GetEffectiveRadius();
+
         for (var i = 0; i < penPath.Points.Count; i++)
         {
             var p = penPath.Points[i];
@@ -1746,7 +1747,7 @@ public static void RenderPenPath(
                 continue;
 
             var pressure = p.Pressure ?? 1;
-            var thickness = pressure * p.Radius * 2.5;
+            var thickness = pressure * effectiveRadius * 2.5;
 
             if (penPointCount == 0)
             {
@@ -1765,8 +1766,7 @@ public static void RenderPenPath(
         if (penPointCount == 0)
         {
             // No pen points - use the ToSKPath method for mouse-based paths
-            var point = penPath.Points[0];
-            paint.StrokeWidth = (float)(point.Radius * 2);
+            paint.StrokeWidth = effectiveRadius * 2;
             var skPath = penPath.ToSKPath();
             canvas.DrawPath(skPath, paint);
             return;
@@ -1777,7 +1777,7 @@ public static void RenderPenPath(
         {
             // Single point - draw a circle
             var point = penPath.Points[firstPenPointIndex];
-            var thickness = (point.Pressure ?? 1) * point.Radius * 2.5;
+            var thickness = (point.Pressure ?? 1) * effectiveRadius * 2.5;
             paint.Style = SKPaintStyle.Fill;
             canvas.DrawCircle(point.X, point.Y, (float)(thickness / 2), paint);
             return;
@@ -1792,12 +1792,8 @@ public static void RenderPenPath(
             using var path = new SKPath();
             var started = false;
 
-            for (var i = 0; i < penPath.Points.Count; i++)
+            foreach (var p in penPath.Points.Where(p => p.IsPen))
             {
-                var p = penPath.Points[i];
-                if (!p.IsPen)
-                    continue;
-
                 if (!started)
                 {
                     path.MoveTo(p.X, p.Y);
@@ -1821,13 +1817,12 @@ public static void RenderPenPath(
             var lastPenX = 0f;
             var lastPenY = 0f;
 
-            for (var i = 0; i < penPath.Points.Count; i++)
+            foreach (var point in penPath.Points)
             {
-                var point = penPath.Points[i];
                 if (!point.IsPen)
                     continue;
 
-                var thickness = (float)((point.Pressure ?? 1) * point.Radius * 2.5);
+                var thickness = (float)((point.Pressure ?? 1) * effectiveRadius * 2.5);
 
                 // If thickness changed significantly, draw current path and start new one
                 if (pathStarted && Math.Abs(thickness - currentThickness) > currentThickness * 0.2f)
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
index 8ff0b6309..8f0da8fa0 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
@@ -1,6 +1,6 @@
 using System.Collections.Immutable;
 using System.Collections.ObjectModel;
-using System.Text.Json;
+using System.ComponentModel;
 using System.Text.Json.Nodes;
 using Avalonia;
 using Avalonia.Controls.Primitives;
@@ -15,7 +15,6 @@
 using StabilityMatrix.Avalonia.Controls;
 using StabilityMatrix.Avalonia.Controls.Models;
 using StabilityMatrix.Avalonia.Languages;
-using StabilityMatrix.Avalonia.Models;
 using StabilityMatrix.Avalonia.Models.Inference;
 using StabilityMatrix.Avalonia.Services;
 using StabilityMatrix.Avalonia.ViewModels.Base;
@@ -30,60 +29,46 @@
 namespace StabilityMatrix.Avalonia.ViewModels.Dialogs;
 
 /// <summary>
-/// ViewModel for the layered mask editor dialog.
-/// Manages multiple layers with independent masks, prompts, and opacity settings.
+///     ViewModel for the layered mask editor dialog.
+///     Manages multiple layers with independent masks, prompts, and opacity settings.
 /// </summary>
 [RegisterTransient<LayeredMaskEditorViewModel>]
 [ManagedService]
 [View(typeof(LayeredMaskEditorDialog))]
 public partial class LayeredMaskEditorViewModel : LoadableViewModelBase, IDisposable
 {
-    private readonly IServiceManager<ViewModelBase> vmFactory;
     private readonly IImageIndexService imageIndexService;
-    private int layerCounter;
-    private int imageLayerCounter;
-
-    /// <summary>
-    /// The collection of layers in the editor (ordered from bottom to top).
-    /// </summary>
-    public ObservableCollection<MaskLayer> Layers { get; } = [];
-
-    /// <summary>
-    /// The currently selected layer for editing.
-    /// </summary>
-    [ObservableProperty]
-    [NotifyCanExecuteChangedFor(nameof(DeleteLayerCommand))]
-    private MaskLayer? selectedLayer;
+    private readonly IServiceManager<ViewModelBase> vmFactory;
 
     /// <summary>
-    /// Canvas size for all layers.
+    ///     Canvas size for all layers.
     /// </summary>
     [ObservableProperty]
     private Size canvasSize = new(1024, 1024);
 
+    private int imageLayerCounter;
+
     /// <summary>
-    /// When true, shows all layers composited on the canvas.
-    /// When false, shows only the selected layer.
+    ///     Whether the recent images panel is expanded.
     /// </summary>
     [ObservableProperty]
-    private bool showAllLayers = true;
+    private bool isRecentImagesPanelExpanded;
 
-    /// <summary>
-    /// The paint canvas view model for the currently selected layer.
-    /// </summary>
-    public PaintCanvasViewModel PaintCanvasViewModel { get; }
+    private int layerCounter;
 
     /// <summary>
-    /// Whether the recent images panel is expanded.
+    ///     The currently selected layer for editing.
     /// </summary>
     [ObservableProperty]
-    private bool isRecentImagesPanelExpanded;
+    [NotifyCanExecuteChangedFor(nameof(DeleteLayerCommand))]
+    private MaskLayer? selectedLayer;
 
     /// <summary>
-    /// Collection of recent inference images for quick selection.
+    ///     When true, shows all layers composited on the canvas.
+    ///     When false, shows only the selected layer.
     /// </summary>
-    public IObservableCollection<LocalImageFile> LocalImages { get; } =
-        new ObservableCollectionExtended<LocalImageFile>();
+    [ObservableProperty]
+    private bool showAllLayers = true;
 
     public LayeredMaskEditorViewModel(
         IServiceManager<ViewModelBase> vmFactory,
@@ -107,6 +92,33 @@ IImageIndexService imageIndexService
         AddLayer();
     }
 
+    /// <summary>
+    ///     The collection of layers in the editor (ordered from bottom to top).
+    /// </summary>
+    public ObservableCollection<MaskLayer> Layers { get; } = [];
+
+    /// <summary>
+    ///     The paint canvas view model for the currently selected layer.
+    /// </summary>
+    public PaintCanvasViewModel PaintCanvasViewModel { get; }
+
+    /// <summary>
+    ///     Collection of recent inference images for quick selection.
+    /// </summary>
+    public IObservableCollection<LocalImageFile> LocalImages { get; } =
+        new ObservableCollectionExtended<LocalImageFile>();
+
+    /// <inheritdoc />
+    public void Dispose()
+    {
+        // Clean up all layers
+        foreach (var layer in Layers)
+            CleanupLayer(layer);
+        Layers.Clear();
+
+        GC.SuppressFinalize(this);
+    }
+
     /// <inheritdoc />
     public override async Task OnLoadedAsync()
     {
@@ -117,7 +129,7 @@ public override async Task OnLoadedAsync()
     }
 
     /// <summary>
-    /// Adds a new layer on top of the stack.
+    ///     Adds a new layer on top of the stack.
     /// </summary>
     [RelayCommand]
     private void AddLayer()
@@ -138,7 +150,7 @@ private void AddLayer()
     }
 
     /// <summary>
-    /// Adds a new image layer on top of the stack.
+    ///     Adds a new image layer on top of the stack.
     /// </summary>
     [RelayCommand]
     private void AddImageLayer()
@@ -164,7 +176,7 @@ private void AddImageLayer()
     }
 
     /// <summary>
-    /// Selects an image from the recent images panel for the current image layer.
+    ///     Selects an image from the recent images panel for the current image layer.
     /// </summary>
     [RelayCommand]
     private async Task SelectImageFromRecent(LocalImageFile? imageFile)
@@ -174,15 +186,13 @@ private async Task SelectImageFromRecent(LocalImageFile? imageFile)
 
         // If selected layer is not an image layer, create a new one
         if (SelectedLayer.LayerType != MaskLayerType.Image)
-        {
             AddImageLayer();
-        }
 
         await LoadImageIntoLayerAsync(SelectedLayer!, imageFile.AbsolutePath);
     }
 
     /// <summary>
-    /// Opens a file picker to select an image for the current image layer.
+    ///     Opens a file picker to select an image for the current image layer.
     /// </summary>
     [RelayCommand]
     private async Task BrowseImageForLayer()
@@ -207,15 +217,13 @@ private async Task BrowseImageForLayer()
 
         // If no layer selected or current layer is paint, create a new image layer
         if (SelectedLayer is null || SelectedLayer.LayerType != MaskLayerType.Image)
-        {
             AddImageLayer();
-        }
 
         await LoadImageIntoLayerAsync(SelectedLayer!, path);
     }
 
     /// <summary>
-    /// Loads an image from the given path into the specified layer.
+    ///     Loads an image from the given path into the specified layer.
     /// </summary>
     private async Task LoadImageIntoLayerAsync(MaskLayer layer, string imagePath)
     {
@@ -250,7 +258,7 @@ private async Task LoadImageIntoLayerAsync(MaskLayer layer, string imagePath)
         }
     }
 
-    private void Layer_PropertyChanged(object? sender, System.ComponentModel.PropertyChangedEventArgs e)
+    private void Layer_PropertyChanged(object? sender, PropertyChangedEventArgs e)
     {
         var changedLayer = sender as MaskLayer;
 
@@ -261,7 +269,7 @@ private void Layer_PropertyChanged(object? sender, System.ComponentModel.Propert
             SaveCurrentLayerPaths();
 
             // Recolor the saved paths with the new color
-            if (changedLayer.Paths.Count > 0)
+            if (changedLayer?.Paths.Count > 0)
             {
                 var newColor = changedLayer.DisplayColor;
                 var recoloredPaths = changedLayer
@@ -273,7 +281,7 @@ private void Layer_PropertyChanged(object? sender, System.ComponentModel.Propert
             }
 
             // Update brush color for new strokes
-            PaintCanvasViewModel.PaintBrushColor = changedLayer.AvaloniaDisplayColor;
+            PaintCanvasViewModel.PaintBrushColor = changedLayer?.AvaloniaDisplayColor;
 
             // Sync the recolored paths back to canvas
             SyncSelectedLayerToCanvas();
@@ -318,7 +326,7 @@ or nameof(MaskLayer.IsLocked)
     }
 
     /// <summary>
-    /// Refreshes the canvas composite. Call after drawing to update layer order.
+    ///     Refreshes the canvas composite. Call after drawing to update layer order.
     /// </summary>
     public void RefreshComposite()
     {
@@ -326,7 +334,7 @@ public void RefreshComposite()
     }
 
     /// <summary>
-    /// Clears the content (paths) of the specified layer without deleting it.
+    ///     Clears the content (paths) of the specified layer without deleting it.
     /// </summary>
     [RelayCommand]
     private void ClearLayerContent(MaskLayer? layer)
@@ -337,16 +345,14 @@ private void ClearLayerContent(MaskLayer? layer)
 
         // If this is the selected layer, clear the canvas paths too
         if (layer == SelectedLayer)
-        {
             PaintCanvasViewModel.Paths = [];
-        }
 
         layer.Paths = [];
         SyncSelectedLayerToCanvas();
     }
 
     /// <summary>
-    /// Deletes the selected layer.
+    ///     Deletes the selected layer.
     /// </summary>
     [RelayCommand(CanExecute = nameof(CanDeleteLayer))]
     private void DeleteLayer()
@@ -379,7 +385,7 @@ private void DeleteLayer()
     }
 
     /// <summary>
-    /// Unsubscribes event handlers and disposes resources for a layer.
+    ///     Unsubscribes event handlers and disposes resources for a layer.
     /// </summary>
     private void CleanupLayer(MaskLayer layer)
     {
@@ -387,10 +393,13 @@ private void CleanupLayer(MaskLayer layer)
         layer.SourceImage?.Dispose();
     }
 
-    private bool CanDeleteLayer() => SelectedLayer is not null && Layers.Count > 1;
+    private bool CanDeleteLayer()
+    {
+        return SelectedLayer is not null && Layers.Count > 1;
+    }
 
     /// <summary>
-    /// Moves the specified layer (or selected layer if null) up in the list (toward top of list = drawn on TOP).
+    ///     Moves the specified layer (or selected layer if null) up in the list (toward top of list = drawn on TOP).
     /// </summary>
     [RelayCommand]
     private void MoveLayerUp(MaskLayer? layer)
@@ -408,7 +417,8 @@ private void MoveLayerUp(MaskLayer? layer)
     }
 
     /// <summary>
-    /// Moves the specified layer (or selected layer if null) down in the list (toward bottom of list = drawn UNDER others).
+    ///     Moves the specified layer (or selected layer if null) down in the list (toward bottom of list = drawn UNDER
+    ///     others).
     /// </summary>
     [RelayCommand]
     private void MoveLayerDown(MaskLayer? layer)
@@ -426,7 +436,7 @@ private void MoveLayerDown(MaskLayer? layer)
     }
 
     /// <summary>
-    /// Fills the selected layer with a rectangle covering the entire canvas.
+    ///     Fills the selected layer with a rectangle covering the entire canvas.
     /// </summary>
     [RelayCommand]
     private void FillLayer()
@@ -448,7 +458,7 @@ private void FillLayer()
     }
 
     /// <summary>
-    /// Duplicates the selected layer with all its content and settings.
+    ///     Duplicates the selected layer with all its content and settings.
     /// </summary>
     [RelayCommand]
     private void DuplicateLayer()
@@ -486,7 +496,7 @@ private void DuplicateLayer()
     }
 
     /// <summary>
-    /// Exports the selected layer as a white-on-black mask PNG.
+    ///     Exports the selected layer as a white-on-black mask PNG.
     /// </summary>
     [RelayCommand]
     private async Task ExportLayerAsMaskAsync(MaskLayer? layer)
@@ -532,9 +542,7 @@ private async Task ExportLayerAsMaskAsync(MaskLayer? layer)
         };
 
         foreach (var penPath in layer.Paths)
-        {
             RenderPenPathToCanvas(canvas, penPath, paint, SKColors.White);
-        }
 
         // Save to file
         await using var stream = await file.OpenWriteAsync();
@@ -544,7 +552,7 @@ private async Task ExportLayerAsMaskAsync(MaskLayer? layer)
     }
 
     /// <summary>
-    /// Imports a mask image as a new layer, converting white areas to the new layer's color.
+    ///     Imports a mask image as a new layer, converting white areas to the new layer's color.
     /// </summary>
     [RelayCommand]
     private async Task ImportMaskAsLayerAsync()
@@ -618,8 +626,8 @@ private async Task ImportMaskAsLayerAsync()
     }
 
     /// <summary>
-    /// Called when the selected layer changes.
-    /// Saves the current layer's paths and loads the new layer's paths.
+    ///     Called when the selected layer changes.
+    ///     Saves the current layer's paths and loads the new layer's paths.
     /// </summary>
     partial void OnSelectedLayerChanging(MaskLayer? oldValue, MaskLayer? newValue)
     {
@@ -643,8 +651,8 @@ partial void OnShowAllLayersChanged(bool value)
     }
 
     /// <summary>
-    /// Syncs the selected layer's paths and brush color to the paint canvas.
-    /// Other visible layers are rendered to their correct z-order positions.
+    ///     Syncs the selected layer's paths and brush color to the paint canvas.
+    ///     Other visible layers are rendered to their correct z-order positions.
     /// </summary>
     private void SyncSelectedLayerToCanvas()
     {
@@ -712,7 +720,7 @@ private void SyncSelectedLayerToCanvas()
     }
 
     /// <summary>
-    /// Renders a single image layer's bitmap at the canvas size with scaling.
+    ///     Renders a single image layer's bitmap at the canvas size with scaling.
     /// </summary>
     private SKBitmap? RenderSingleImageLayer(MaskLayer layer)
     {
@@ -735,9 +743,9 @@ private void SyncSelectedLayerToCanvas()
     }
 
     /// <summary>
-    /// Renders visible layers split into two bitmaps: layers below and above the selected layer.
-    /// This enables proper z-ordering where the selected layer maintains its correct position.
-    /// Note: In this layer system, LOWER index = drawn on TOP (like Photoshop's layer panel).
+    ///     Renders visible layers split into two bitmaps: layers below and above the selected layer.
+    ///     This enables proper z-ordering where the selected layer maintains its correct position.
+    ///     Note: In this layer system, LOWER index = drawn on TOP (like Photoshop's layer panel).
     /// </summary>
     /// <returns>A tuple of (layersBelow, layersAbove) bitmaps. Either may be null if empty.</returns>
     private (SKBitmap? LayersBelow, SKBitmap? LayersAbove) RenderLayersByPosition()
@@ -826,7 +834,7 @@ private void SyncSelectedLayerToCanvas()
     }
 
     /// <summary>
-    /// Checks if a layer has any renderable content.
+    ///     Checks if a layer has any renderable content.
     /// </summary>
     private static bool LayerHasContent(MaskLayer layer)
     {
@@ -834,8 +842,8 @@ private static bool LayerHasContent(MaskLayer layer)
     }
 
     /// <summary>
-    /// Renders a single layer to a canvas with the layer's settings and opacity.
-    /// Handles both paint layers (paths) and image layers (bitmaps).
+    ///     Renders a single layer to a canvas with the layer's settings and opacity.
+    ///     Handles both paint layers (paths) and image layers (bitmaps).
     /// </summary>
     private void RenderLayerToCanvas(SKCanvas canvas, MaskLayer layer)
     {
@@ -862,14 +870,12 @@ private void RenderLayerToCanvas(SKCanvas canvas, MaskLayer layer)
             };
 
             foreach (var penPath in layer.Paths)
-            {
                 RenderPenPathToCanvas(canvas, penPath, paint);
-            }
         }
     }
 
     /// <summary>
-    /// Renders an image layer with scaling and centering.
+    ///     Renders an image layer with scaling and centering.
     /// </summary>
     private void RenderImageLayer(SKCanvas canvas, MaskLayer layer, byte alpha)
     {
@@ -900,20 +906,18 @@ private void RenderImageLayer(SKCanvas canvas, MaskLayer layer, byte alpha)
     }
 
     /// <summary>
-    /// Saves the current canvas paths back to the selected layer.
-    /// Only saves for paint layers that could have been edited.
+    ///     Saves the current canvas paths back to the selected layer.
+    ///     Only saves for paint layers that could have been edited.
     /// </summary>
     public void SaveCurrentLayerPaths()
     {
         // Only save for paint layers (image layers don't have editable paths)
         if (SelectedLayer is not null && SelectedLayer.LayerType == MaskLayerType.Paint)
-        {
             SelectedLayer.Paths = PaintCanvasViewModel.Paths;
-        }
     }
 
     /// <summary>
-    /// Gets enabled layers with content (for generation).
+    ///     Gets enabled layers with content (for generation).
     /// </summary>
     public IReadOnlyList<MaskLayer> GetEnabledLayersWithContent()
     {
@@ -926,7 +930,7 @@ public IReadOnlyList<MaskLayer> GetEnabledLayersWithContent()
     }
 
     /// <summary>
-    /// Renders a specific layer's paths to a white mask image.
+    ///     Renders a specific layer's paths to a white mask image.
     /// </summary>
     public SKImage? RenderLayerToMask(MaskLayer layer)
     {
@@ -942,9 +946,7 @@ public IReadOnlyList<MaskLayer> GetEnabledLayersWithContent()
         using var paint = new SKPaint { IsAntialias = true, Style = SKPaintStyle.Fill };
 
         foreach (var penPath in layer.Paths)
-        {
             RenderPenPathToCanvas(canvas, penPath, paint);
-        }
 
         // Now convert all colors to white, keeping alpha
         // This ensures the mask is white regardless of display color
@@ -954,10 +956,10 @@ public IReadOnlyList<MaskLayer> GetEnabledLayersWithContent()
             [
                 // R, G, B, A, Bias
                 // Convert any color to white (255, 255, 255), keep original alpha
-                0, 0, 0, 0, 255,  // R = 255
-                0, 0, 0, 0, 255,  // G = 255
-                0, 0, 0, 0, 255,  // B = 255
-                0, 0, 0, 1, 0     // A = original alpha
+                0, 0, 0, 0, 255, // R = 255
+                0, 0, 0, 0, 255, // G = 255
+                0, 0, 0, 0, 255, // B = 255
+                0, 0, 0, 1, 0 // A = original alpha
             ]
         );
 
@@ -971,7 +973,7 @@ public IReadOnlyList<MaskLayer> GetEnabledLayersWithContent()
     }
 
     /// <summary>
-    /// Renders a pen path to a canvas. Delegates to PaintCanvasViewModel's shared implementation.
+    ///     Renders a pen path to a canvas. Delegates to PaintCanvasViewModel's shared implementation.
     /// </summary>
     /// <param name="overrideColor">If provided, uses this color instead of the path's color.</param>
     private static void RenderPenPathToCanvas(
@@ -985,7 +987,7 @@ private static void RenderPenPathToCanvas(
     }
 
     /// <summary>
-    /// Gets the dialog for this view model.
+    ///     Gets the dialog for this view model.
     /// </summary>
     public BetterContentDialog GetDialog()
     {
@@ -1026,32 +1028,37 @@ public override void LoadStateFromJsonObject(JsonObject state)
         // Load layers
         if (state.TryGetPropertyValue("layers", out var layersNode) && layersNode is JsonArray layersArray)
         {
+            // Clear existing layers and selection
+            SelectedLayer = null;
+            foreach (var layer in Layers)
+                CleanupLayer(layer);
             Layers.Clear();
             layerCounter = 0;
 
             foreach (var layerNode in layersArray)
-            {
                 if (layerNode is JsonObject layerObj)
                 {
                     var layer = new MaskLayer();
                     layer.LoadStateFromJsonObject(layerObj);
+
+                    // Subscribe to layer property changes (same as AddLayer)
+                    layer.PropertyChanged += Layer_PropertyChanged;
+
                     Layers.Add(layer);
                     layerCounter++;
                 }
-            }
 
             // Select first layer
             if (Layers.Count > 0)
-            {
                 SelectedLayer = Layers[0];
-            }
         }
 
         // Ensure at least one layer exists
         if (Layers.Count == 0)
-        {
             AddLayer();
-        }
+
+        // Always sync to canvas after loading to ensure paths are displayed
+        SyncSelectedLayerToCanvas();
     }
 
     /// <inheritdoc />
@@ -1069,24 +1076,9 @@ public override JsonObject SaveStateToJsonObject()
         // Save layers
         var layersArray = new JsonArray();
         foreach (var layer in Layers)
-        {
             layersArray.Add(layer.SaveStateToJsonObject());
-        }
         state["layers"] = layersArray;
 
         return state;
     }
-
-    /// <inheritdoc />
-    public void Dispose()
-    {
-        // Clean up all layers
-        foreach (var layer in Layers)
-        {
-            CleanupLayer(layer);
-        }
-        Layers.Clear();
-
-        GC.SuppressFinalize(this);
-    }
 }
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/Modules/RegionalPromptModule.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/Modules/RegionalPromptModule.cs
index f192638bc..17c9c82c9 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/Modules/RegionalPromptModule.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/Modules/RegionalPromptModule.cs
@@ -85,7 +85,7 @@ protected override void OnApplyStep(ModuleApplyStepEventArgs e)
                 {
                     Name = e.Nodes.GetUniqueName($"RegionalPrompt_LoadMask_{maskCounter}"),
                     Image = $"Inference/{maskFileName}",
-                    Channel = "alpha",
+                    Channel = "red",
                 }
             );
 
@@ -107,7 +107,7 @@ protected override void OnApplyStep(ModuleApplyStepEventArgs e)
                     Conditioning = layerClip.Output,
                     Mask = loadedMask.Output,
                     Strength = layer.Strength,
-                    SetCondArea = "mask bounds",
+                    SetCondArea = layer.ConditioningAreaValue,
                 }
             );
 
@@ -142,7 +142,7 @@ protected override void OnApplyStep(ModuleApplyStepEventArgs e)
                         Conditioning = layerNegClip.Output,
                         Mask = loadedMask.Output,
                         Strength = layer.Strength,
-                        SetCondArea = "mask bounds",
+                        SetCondArea = layer.ConditioningAreaValue,
                     }
                 );
 
@@ -191,7 +191,7 @@ RegionalPromptCardViewModel card
                 {
                     Name = e.Nodes.GetUniqueName($"Refiner_RegionalPrompt_LoadMask_{refinerMaskCounter}"),
                     Image = $"Inference/{maskFileName}",
-                    Channel = "alpha",
+                    Channel = "red",
                 }
             );
 
@@ -211,7 +211,7 @@ RegionalPromptCardViewModel card
                     Conditioning = layerClip.Output,
                     Mask = loadedMask.Output,
                     Strength = layer.Strength,
-                    SetCondArea = "mask bounds",
+                    SetCondArea = layer.ConditioningAreaValue,
                 }
             );
 
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/RegionalPromptCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/RegionalPromptCardViewModel.cs
index 579705caf..bca8c2f0c 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/RegionalPromptCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/RegionalPromptCardViewModel.cs
@@ -18,19 +18,22 @@ namespace StabilityMatrix.Avalonia.ViewModels.Inference;
 [View(typeof(RegionalPromptCard))]
 [ManagedService]
 [RegisterTransient<RegionalPromptCardViewModel>]
-public partial class RegionalPromptCardViewModel : LoadableViewModelBase
+public partial class RegionalPromptCardViewModel(
+    IServiceManager<ViewModelBase> vmFactory,
+    TabContext tabContext
+) : LoadableViewModelBase
 {
     public const string ModuleKey = "RegionalPrompt";
 
-    private readonly IServiceManager<ViewModelBase> vmFactory;
-    private readonly TabContext tabContext;
+    private readonly IServiceManager<ViewModelBase> vmFactory = vmFactory;
 
     /// <summary>
     /// The layered mask editor for painting regions.
     /// Each layer = one prompt with its own mask.
     /// </summary>
     [JsonIgnore]
-    public LayeredMaskEditorViewModel LayeredMaskEditor { get; }
+    public LayeredMaskEditorViewModel LayeredMaskEditor { get; } =
+        vmFactory.Get<LayeredMaskEditorViewModel>();
 
     /// <summary>
     /// Convenience accessor for layers (for UI binding).
@@ -38,13 +41,6 @@ public partial class RegionalPromptCardViewModel : LoadableViewModelBase
     [JsonIgnore]
     public ObservableCollection<MaskLayer> Layers => LayeredMaskEditor.Layers;
 
-    public RegionalPromptCardViewModel(IServiceManager<ViewModelBase> vmFactory, TabContext tabContext)
-    {
-        this.vmFactory = vmFactory;
-        this.tabContext = tabContext;
-        LayeredMaskEditor = vmFactory.Get<LayeredMaskEditorViewModel>();
-    }
-
     /// <summary>
     /// Sets the canvas size for the mask editor.
     /// Should be called when the sampler dimensions change.
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
index dc8dd97aa..c8d34d916 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
@@ -22,6 +22,7 @@
 
     <controls:UserControlBase.Resources>
         <converters:FileUriConverter x:Key="FileUriConverter" />
+        <converters:EnumToIntConverter x:Key="ConditioningAreaModeConverter" x:TypeArguments="inference:ConditioningAreaMode" />
     </controls:UserControlBase.Resources>
 
     <sg:SpacedGrid
@@ -151,6 +152,7 @@
                                 <Setter Property="BorderBrush" Value="{DynamicResource AccentFillColorDefaultBrush}" />
                                 <Setter Property="BorderThickness" Value="2" />
                             </Style>
+
                         </ListBox.Styles>
                         <ListBox.ItemTemplate>
                             <DataTemplate DataType="inference:MaskLayer">
@@ -162,7 +164,7 @@
                                     BorderThickness="1"
                                     CornerRadius="6">
                                     <Border.Styles>
-                                        <Style Selector="Border:pointerover">
+                                        <Style Selector="Border#LayerItemBorder:pointerover">
                                             <Setter Property="Background" Value="{DynamicResource CardBackgroundFillColorSecondaryBrush}" />
                                         </Style>
                                     </Border.Styles>
@@ -310,12 +312,11 @@
                                                 ToolTip.Tip="{Binding SourceImagePath}" />
                                         </StackPanel>
 
-                                        <!--  Row 2: Controls (different based on type)  -->
-                                        <!--  Paint layer: Strength + Opacity  -->
+                                        <!--  Paint layer: Strength + Opacity + Cond Area  -->
                                         <sg:SpacedGrid
                                             Grid.Row="2"
-                                            ColumnDefinitions="*,*"
-                                            ColumnSpacing="12"
+                                            ColumnDefinitions="*,*,Auto"
+                                            ColumnSpacing="8"
                                             IsVisible="{Binding LayerType, Converter={x:Static ObjectConverters.Equal}, ConverterParameter={x:Static inference:MaskLayerType.Paint}}">
                                             <StackPanel Spacing="2">
                                                 <TextBlock
@@ -323,7 +324,6 @@
                                                     Foreground="{DynamicResource TextFillColorTertiaryBrush}"
                                                     Text="Strength" />
                                                 <ui:NumberBox
-                                                    Margin="0,0,16,0"
                                                     HorizontalAlignment="Stretch"
                                                     Maximum="10"
                                                     Minimum="0"
@@ -338,7 +338,6 @@
                                                     Foreground="{DynamicResource TextFillColorTertiaryBrush}"
                                                     Text="Opacity" />
                                                 <ui:NumberBox
-                                                    Margin="0,0,16,0"
                                                     HorizontalAlignment="Stretch"
                                                     Maximum="1"
                                                     Minimum="0"
@@ -347,6 +346,29 @@
                                                     SpinButtonPlacementMode="Compact"
                                                     Value="{Binding Opacity}" />
                                             </StackPanel>
+                                            <StackPanel Grid.Column="2" Spacing="2">
+                                                <TextBlock
+                                                    FontSize="11"
+                                                    Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                    Text="Cond. Area"
+                                                    ToolTip.Tip="Conditioning Area Mode: How the prompt is applied to the region" />
+                                                <ComboBox
+                                                    MinWidth="90"
+                                                    Padding="8,5,4,5"
+                                                    SelectedIndex="{Binding ConditioningArea, Converter={StaticResource ConditioningAreaModeConverter}}"
+                                                    ToolTip.Tip="Bounds: Apply to bounding box of mask (sharper control)&#x0a;Full: Apply to entire image (softer transitions)">
+                                                    <ComboBox.Styles>
+                                                        <Style Selector="ComboBoxItem">
+                                                            <Setter Property="Background" Value="{DynamicResource ComboBoxDropDownBackground}" />
+                                                        </Style>
+                                                        <Style Selector="ComboBoxItem:pointerover /template/ ContentPresenter#PART_ContentPresenter">
+                                                            <Setter Property="Background" Value="{DynamicResource ControlFillColorSecondaryBrush}" />
+                                                        </Style>
+                                                    </ComboBox.Styles>
+                                                    <ComboBoxItem Content="Bounds" ToolTip.Tip="Apply to mask bounding box - sharper regional control" />
+                                                    <ComboBoxItem Content="Full" ToolTip.Tip="Apply to entire image - softer transitions" />
+                                                </ComboBox>
+                                            </StackPanel>
                                         </sg:SpacedGrid>
 
                                         <!--  Image layer: Scale + Opacity  -->

From 101ece8f5c436e242479228d0ea171145ed34d8b Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 7 Jan 2026 21:03:50 -0800
Subject: [PATCH 052/218] Enhance image layer handling with caching, memory
 management, and resource disposal in LayeredMaskEditor and PaintCanvas

---
 .../Controls/PaintCanvasViewModel.cs          | 90 +++++++++++++----
 .../Dialogs/LayeredMaskEditorViewModel.cs     | 98 +++++++++++++------
 2 files changed, 140 insertions(+), 48 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
index 1909475d2..1fbecc691 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
@@ -24,8 +24,11 @@ namespace StabilityMatrix.Avalonia.ViewModels.Controls;
 
 [RegisterTransient<PaintCanvasViewModel>]
 [ManagedService]
-public partial class PaintCanvasViewModel(ILogger<PaintCanvasViewModel> logger) : LoadableViewModelBase
+public partial class PaintCanvasViewModel(ILogger<PaintCanvasViewModel> logger)
+    : LoadableViewModelBase,
+        IDisposable
 {
+    private bool _disposed;
     public ConcurrentDictionary<long, PenPath> TemporaryPaths { get; set; } = new();
 
     [ObservableProperty]
@@ -259,13 +262,15 @@ public void SetLayerBitmap(string name, SKBitmap? bitmap)
             return;
         }
 
-        if (bitmap is not null)
+        // Dispose old bitmaps before replacing to prevent memory leaks
+        lock (layer)
         {
-            layer.Bitmaps = [bitmap];
-        }
-        else
-        {
-            layer.Bitmaps = [];
+            foreach (var oldBitmap in layer.Bitmaps)
+            {
+                oldBitmap.Dispose();
+            }
+
+            layer.Bitmaps = bitmap is not null ? [bitmap] : [];
         }
     }
 
@@ -277,8 +282,17 @@ public void SetSourceCanvas(SKCanvas canvas)
 
     public void LoadCanvasFromBitmap(SKBitmap bitmap)
     {
-        ImagesLayer.Bitmaps = [bitmap];
+        // Dispose old bitmaps and invalidate cache
+        lock (ImagesLayer)
+        {
+            foreach (var oldBitmap in ImagesLayer.Bitmaps)
+            {
+                oldBitmap.Dispose();
+            }
+            ImagesLayer.Bitmaps = [bitmap];
+        }
 
+        InvalidatePathCache();
         RefreshCanvas?.Invoke();
     }
 
@@ -562,13 +576,7 @@ private static SKRect CreateBoundsFromPoints(SKPoint start, SKPoint end)
         if (ColorsAreSimilar(targetColor, fillColor, tolerance: 30))
             return null;
 
-        // Create a bitmap and surface for drawing the fill result
-        var fillBitmap = new SKBitmap(
-            CanvasSize.Width,
-            CanvasSize.Height,
-            SKColorType.Rgba8888,
-            SKAlphaType.Premul
-        );
+        // Create a surface for drawing the fill result
         using var surface = SKSurface.Create(
             new SKImageInfo(CanvasSize.Width, CanvasSize.Height, SKColorType.Rgba8888, SKAlphaType.Premul)
         );
@@ -580,7 +588,6 @@ private static SKRect CreateBoundsFromPoints(SKPoint start, SKPoint end)
 
         if (!hasContent)
         {
-            fillBitmap.Dispose();
             return null;
         }
 
@@ -1792,8 +1799,12 @@ public static void RenderPenPath(
             using var path = new SKPath();
             var started = false;
 
-            foreach (var p in penPath.Points.Where(p => p.IsPen))
+            // Use plain loop instead of LINQ to avoid iterator allocation in hot path
+            foreach (var p in penPath.Points)
             {
+                if (!p.IsPen)
+                    continue;
+
                 if (!started)
                 {
                     path.MoveTo(p.X, p.Y);
@@ -1861,4 +1872,49 @@ public static void RenderPenPath(
             }
         }
     }
+
+    /// <summary>
+    /// Disposes all cached resources to free memory.
+    /// </summary>
+    public void Dispose()
+    {
+        if (_disposed)
+            return;
+
+        _disposed = true;
+
+        // Dispose cached path image
+        cachedPathsImage?.Dispose();
+        cachedPathsImage = null;
+
+        // Dispose temporary path surface
+        tempPathSurface?.Dispose();
+        tempPathSurface = null;
+        tempPathRenderedPoints.Clear();
+
+        // Dispose checkerboard shader
+        cachedCheckerboardShader?.Dispose();
+        cachedCheckerboardShader = null;
+
+        // Dispose layer surfaces and bitmaps
+        foreach (var layer in Layers.Values)
+        {
+            lock (layer)
+            {
+                layer.Surface?.Dispose();
+                layer.Surface = null;
+
+                foreach (var bitmap in layer.Bitmaps)
+                {
+                    bitmap.Dispose();
+                }
+                layer.Bitmaps = [];
+            }
+        }
+
+        // Clear paths
+        TemporaryPaths.Clear();
+
+        GC.SuppressFinalize(this);
+    }
 }
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
index 8f0da8fa0..d13bfe5dd 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
@@ -56,6 +56,17 @@ public partial class LayeredMaskEditorViewModel : LoadableViewModelBase, IDispos
 
     private int layerCounter;
 
+    /// <summary>
+    ///     Cached bitmap for the currently selected image layer.
+    ///     Invalidated when source image, scale, opacity, or canvas size changes.
+    /// </summary>
+    private SKBitmap? _cachedImageLayerBitmap;
+    private MaskLayer? _cachedImageLayerSource;
+    private SKBitmap? _cachedImageLayerSourceImage;
+    private double _cachedImageLayerScale;
+    private double _cachedImageLayerOpacity;
+    private Size _cachedImageLayerCanvasSize;
+
     /// <summary>
     ///     The currently selected layer for editing.
     /// </summary>
@@ -116,6 +127,15 @@ public void Dispose()
             CleanupLayer(layer);
         Layers.Clear();
 
+        // Dispose cached image layer bitmap
+        _cachedImageLayerBitmap?.Dispose();
+        _cachedImageLayerBitmap = null;
+        _cachedImageLayerSource = null;
+        _cachedImageLayerSourceImage = null;
+
+        // Dispose the paint canvas view model
+        PaintCanvasViewModel.Dispose();
+
         GC.SuppressFinalize(this);
     }
 
@@ -643,6 +663,10 @@ partial void OnSelectedLayerChanged(MaskLayer? value)
     partial void OnCanvasSizeChanged(Size value)
     {
         PaintCanvasViewModel.CanvasSize = value;
+
+        // Invalidate cached image layer bitmap since canvas size changed
+        _cachedImageLayerBitmap?.Dispose();
+        _cachedImageLayerBitmap = null;
     }
 
     partial void OnShowAllLayersChanged(bool value)
@@ -680,7 +704,9 @@ private void SyncSelectedLayerToCanvas()
             if (SelectedLayer.IsVisible && SelectedLayer.SourceImage != null && CanvasSize != Size.Empty)
             {
                 var selectedImageBitmap = RenderSingleImageLayer(SelectedLayer);
-                PaintCanvasViewModel.SetLayerBitmap("CurrentImage", selectedImageBitmap);
+                // Clone the cached bitmap since SetLayerBitmap will dispose it later
+                var bitmapToSet = selectedImageBitmap?.Copy();
+                PaintCanvasViewModel.SetLayerBitmap("CurrentImage", bitmapToSet);
             }
             else
             {
@@ -721,12 +747,34 @@ private void SyncSelectedLayerToCanvas()
 
     /// <summary>
     ///     Renders a single image layer's bitmap at the canvas size with scaling.
+    ///     Uses caching to avoid re-rendering on every sync when the image hasn't changed.
     /// </summary>
+    /// <returns>
+    ///     The cached or newly rendered bitmap. Note: The caller should NOT dispose this bitmap
+    ///     as it is managed by the cache. Returns null if no image is available.
+    /// </returns>
     private SKBitmap? RenderSingleImageLayer(MaskLayer layer)
     {
         if (layer.SourceImage is null || CanvasSize == Size.Empty)
             return null;
 
+        // Check if we can use the cached bitmap
+        if (
+            _cachedImageLayerBitmap is not null
+            && _cachedImageLayerSource == layer
+            && _cachedImageLayerSourceImage == layer.SourceImage
+            && Math.Abs(_cachedImageLayerScale - layer.ImageScale) < 0.001
+            && Math.Abs(_cachedImageLayerOpacity - layer.Opacity) < 0.001
+            && _cachedImageLayerCanvasSize == CanvasSize
+        )
+        {
+            return _cachedImageLayerBitmap;
+        }
+
+        // Dispose old cached bitmap
+        _cachedImageLayerBitmap?.Dispose();
+
+        // Create new bitmap
         var bitmap = new SKBitmap(
             CanvasSize.Width,
             CanvasSize.Height,
@@ -739,6 +787,14 @@ private void SyncSelectedLayerToCanvas()
         var alpha = (byte)(layer.Opacity * 255);
         RenderImageLayer(canvas, layer, alpha);
 
+        // Update cache
+        _cachedImageLayerBitmap = bitmap;
+        _cachedImageLayerSource = layer;
+        _cachedImageLayerSourceImage = layer.SourceImage;
+        _cachedImageLayerScale = layer.ImageScale;
+        _cachedImageLayerOpacity = layer.Opacity;
+        _cachedImageLayerCanvasSize = CanvasSize;
+
         return bitmap;
     }
 
@@ -895,12 +951,10 @@ private void RenderImageLayer(SKCanvas canvas, MaskLayer layer, byte alpha)
 
         var destRect = new SKRect(offsetX, offsetY, offsetX + scaledWidth, offsetY + scaledHeight);
 
-        using var paint = new SKPaint
-        {
-            Color = new SKColor(255, 255, 255, alpha),
-            IsAntialias = true,
-            FilterQuality = SKFilterQuality.High,
-        };
+        using var paint = new SKPaint();
+        paint.Color = new SKColor(255, 255, 255, alpha);
+        paint.IsAntialias = true;
+        paint.FilterQuality = SKFilterQuality.High;
 
         canvas.DrawBitmap(bitmap, destRect, paint);
     }
@@ -942,32 +996,14 @@ public IReadOnlyList<MaskLayer> GetEnabledLayersWithContent()
         var canvas = surface.Canvas;
         canvas.Clear(SKColors.Transparent);
 
-        // Draw paths - RenderPenPath will use penPath.FillColor, so we render first
-        using var paint = new SKPaint { IsAntialias = true, Style = SKPaintStyle.Fill };
+        // Draw paths in white directly
+        // We pass White as overrideColor, which RenderPenPath uses for non-erase paths
+        using var paint = new SKPaint();
+        paint.IsAntialias = true;
+        paint.Style = SKPaintStyle.Fill;
 
         foreach (var penPath in layer.Paths)
-            RenderPenPathToCanvas(canvas, penPath, paint);
-
-        // Now convert all colors to white, keeping alpha
-        // This ensures the mask is white regardless of display color
-        using var originalImage = surface.Snapshot();
-        // csharpier-ignore
-        using var colorFilter = SKColorFilter.CreateColorMatrix(
-            [
-                // R, G, B, A, Bias
-                // Convert any color to white (255, 255, 255), keep original alpha
-                0, 0, 0, 0, 255, // R = 255
-                0, 0, 0, 0, 255, // G = 255
-                0, 0, 0, 0, 255, // B = 255
-                0, 0, 0, 1, 0 // A = original alpha
-            ]
-        );
-
-        using var filterPaint = new SKPaint();
-        filterPaint.ColorFilter = colorFilter;
-
-        canvas.Clear(SKColors.Transparent);
-        canvas.DrawImage(originalImage, originalImage.Info.Rect, filterPaint);
+            RenderPenPathToCanvas(canvas, penPath, paint, SKColors.White);
 
         return surface.Snapshot();
     }

From f105af2c1b1f3e30276ba18402e2c72cbd99fc89 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 7 Jan 2026 23:36:04 -0800
Subject: [PATCH 053/218] Implement drag-and-drop reordering for layers in
 LayeredMaskEditorDialog

---
 .../Dialogs/LayeredMaskEditorViewModel.cs     |  22 +
 .../Dialogs/LayeredMaskEditorDialog.axaml     | 509 ++++++++++--------
 .../Dialogs/LayeredMaskEditorDialog.axaml.cs  |  46 +-
 3 files changed, 337 insertions(+), 240 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
index d13bfe5dd..369f6d199 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
@@ -455,6 +455,28 @@ private void MoveLayerDown(MaskLayer? layer)
         }
     }
 
+    /// <summary>
+    ///     Handles layer index changes from drag-drop reordering in the UI.
+    ///     Called by the View when a layer is dropped at a new position.
+    /// </summary>
+    /// <param name="layer">The layer that was moved.</param>
+    /// <param name="newIndex">The new index where the layer was dropped.</param>
+    public void OnLayerIndexChanged(MaskLayer layer, int newIndex)
+    {
+        var currentIndex = Layers.IndexOf(layer);
+        if (currentIndex < 0 || currentIndex == newIndex)
+            return;
+
+        // Save current layer paths before moving
+        SaveCurrentLayerPaths();
+
+        // Move the layer to the new position
+        Layers.Move(currentIndex, newIndex);
+
+        // Refresh the canvas to reflect the new layer order
+        SyncSelectedLayerToCanvas();
+    }
+
     /// <summary>
     ///     Fills the selected layer with a rectangle covering the entire canvas.
     /// </summary>
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
index c8d34d916..d12301256 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
@@ -77,7 +77,11 @@
                         ToolTip.Tip="Duplicate Layer">
                         <fluentIcons:SymbolIcon FontSize="18" Symbol="Copy" />
                     </Button>
-                    <GridSplitter Margin="4,12" BorderThickness="1" />
+                    <Rectangle
+                        Width="1"
+                        Margin="4,4"
+                        VerticalAlignment="Stretch"
+                        Fill="{DynamicResource DividerStrokeColorDefaultBrush}" />
                     <Button
                         Classes="transparent"
                         Command="{Binding ExportLayerAsMaskCommand}"
@@ -131,16 +135,18 @@
                         Foreground="{DynamicResource TextFillColorSecondaryBrush}"
                         Text="LAYERS" />
 
-                    <!--  Layer list - using ListBox for proper selection  -->
+                    <!--  Layer list - using ListBox for proper selection with drag reordering  -->
                     <ListBox
                         x:Name="LayerItemsControl"
                         Grid.Row="1"
                         VerticalAlignment="Top"
                         Background="Transparent"
                         BorderThickness="0"
+                        Classes="draggableVirtualizing"
                         ItemsSource="{Binding Layers}"
                         SelectedItem="{Binding SelectedLayer}"
-                        SelectionMode="AlwaysSelected">
+                        SelectionMode="AlwaysSelected"
+                        Theme="{StaticResource DraggableListBoxTheme}">
                         <ListBox.Styles>
                             <Style Selector="ListBoxItem">
                                 <Setter Property="Padding" Value="0" />
@@ -158,7 +164,7 @@
                             <DataTemplate DataType="inference:MaskLayer">
                                 <Border
                                     x:Name="LayerItemBorder"
-                                    Padding="10"
+                                    Margin="0,6,6,0"
                                     Background="{DynamicResource CardBackgroundFillColorDefaultBrush}"
                                     BorderBrush="{DynamicResource ControlStrokeColorDefaultBrush}"
                                     BorderThickness="1"
@@ -169,246 +175,279 @@
                                         </Style>
                                     </Border.Styles>
 
-                                    <Grid RowDefinitions="Auto,Auto,Auto" RowSpacing="8">
-                                        <!--  Row 0: Header with all controls  -->
-                                        <Grid Grid.Row="0" ColumnDefinitions="Auto,Auto,*,Auto,Auto">
-                                            <!--  Reordering  -->
-                                            <StackPanel
-                                                Grid.Column="0"
-                                                Margin="0,0,8,0"
-                                                Orientation="Horizontal"
-                                                Spacing="0">
-                                                <Button
-                                                    Padding="4"
-                                                    Classes="transparent"
-                                                    Command="{Binding $parent[ListBox].((vmDialogs:LayeredMaskEditorViewModel)DataContext).MoveLayerUpCommand}"
-                                                    CommandParameter="{Binding .}"
-                                                    ToolTip.Tip="Move layer up">
-                                                    <fluentIcons:SymbolIcon FontSize="16" Symbol="ArrowUp" />
-                                                </Button>
-                                                <Button
-                                                    Padding="4"
-                                                    Classes="transparent"
-                                                    Command="{Binding $parent[ListBox].((vmDialogs:LayeredMaskEditorViewModel)DataContext).MoveLayerDownCommand}"
-                                                    CommandParameter="{Binding .}"
-                                                    ToolTip.Tip="Move layer down">
-                                                    <fluentIcons:SymbolIcon FontSize="16" Symbol="ArrowDown" />
-                                                </Button>
-                                            </StackPanel>
+                                    <Panel>
+                                        <!--  Editing Badge - corner overlay  -->
+                                        <Border
+                                            Margin="0,-6,-6,0"
+                                            Padding="6,2"
+                                            HorizontalAlignment="Right"
+                                            VerticalAlignment="Top"
+                                            Background="{DynamicResource AccentFillColorDefaultBrush}"
+                                            CornerRadius="6,6,6,6"
+                                            IsVisible="{Binding $parent[ListBoxItem].IsSelected}"
+                                            ZIndex="1">
+                                            <TextBlock FontSize="10" Text="Editing" />
+                                        </Border>
+
+                                        <Grid RowDefinitions="Auto,Auto">
+                                            <!--  Row 0: Title bar with drag handle and controls  -->
+                                            <Border
+                                                Padding="4,4"
+                                                Background="{DynamicResource CardBackgroundFillColorSecondaryBrush}"
+                                                CornerRadius="6,6,0,0"
+                                                Cursor="SizeAll"
+                                                ToolTip.Tip="Drag to reorder">
+                                                <Grid ColumnDefinitions="Auto,Auto,Auto,Auto,*,Auto,Auto">
+                                                    <!--  Drag grip icon  -->
+                                                    <fluentIcons:SymbolIcon
+                                                        Margin="4,0,4,0"
+                                                        VerticalAlignment="Center"
+                                                        FontSize="16"
+                                                        Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                        Symbol="ReOrder" />
 
-                                            <!--  Visibility, Enable & Lock  -->
-                                            <StackPanel
-                                                Grid.Column="1"
-                                                Margin="0,0,8,0"
-                                                Orientation="Horizontal"
-                                                Spacing="4">
-                                                <ToggleButton
-                                                    Padding="4"
-                                                    Classes="transparent"
-                                                    IsChecked="{Binding IsVisible}"
-                                                    ToolTip.Tip="Toggle visibility">
-                                                    <Panel>
-                                                        <fluentIcons:SymbolIcon
-                                                            FontSize="18"
-                                                            IsVisible="{Binding IsVisible}"
-                                                            Symbol="Eye" />
-                                                        <fluentIcons:SymbolIcon
-                                                            FontSize="18"
-                                                            IsVisible="{Binding !IsVisible}"
-                                                            Symbol="EyeOff" />
-                                                    </Panel>
-                                                </ToggleButton>
-                                                <CheckBox
-                                                    Margin="4,0,0,0"
-                                                    IsChecked="{Binding IsEnabled}"
-                                                    ToolTip.Tip="Enable for generation" />
-                                                <ToggleButton
-                                                    Padding="4"
-                                                    Classes="transparent"
-                                                    IsChecked="{Binding IsLocked}"
-                                                    ToolTip.Tip="Lock layer (prevent drawing)">
-                                                    <Panel>
-                                                        <fluentIcons:SymbolIcon
-                                                            FontSize="16"
-                                                            IsVisible="{Binding IsLocked}"
-                                                            Symbol="LockClosed" />
-                                                        <fluentIcons:SymbolIcon
-                                                            FontSize="16"
-                                                            IsVisible="{Binding !IsLocked}"
-                                                            Symbol="LockOpen" />
-                                                    </Panel>
-                                                </ToggleButton>
-                                            </StackPanel>
+                                                    <!--  Enable for generation  -->
+                                                    <ToggleButton
+                                                        Grid.Column="1"
+                                                        Margin="4,0,0,0"
+                                                        Padding="4"
+                                                        Classes="transparent"
+                                                        IsChecked="{Binding IsEnabled}"
+                                                        ToolTip.Tip="Enable for generation">
+                                                        <Panel>
+                                                            <fluentIcons:SymbolIcon
+                                                                FontSize="16"
+                                                                IsVisible="{Binding IsEnabled}"
+                                                                Symbol="CheckmarkCircle" />
+                                                            <fluentIcons:SymbolIcon
+                                                                FontSize="16"
+                                                                Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                                IsVisible="{Binding !IsEnabled}"
+                                                                Symbol="DismissCircle" />
+                                                        </Panel>
+                                                    </ToggleButton>
 
-                                            <!--  Name  -->
-                                            <TextBox
-                                                Grid.Column="2"
-                                                MinHeight="0"
-                                                Padding="8,4"
-                                                VerticalAlignment="Center"
-                                                Text="{Binding Name}"
-                                                Watermark="Layer name" />
+                                                    <!--  Visibility toggle  -->
+                                                    <ToggleButton
+                                                        Grid.Column="2"
+                                                        Margin="7,0,8,0"
+                                                        Padding="4"
+                                                        Classes="transparent"
+                                                        IsChecked="{Binding IsVisible}"
+                                                        ToolTip.Tip="Toggle visibility">
+                                                        <Panel>
+                                                            <fluentIcons:SymbolIcon
+                                                                FontSize="16"
+                                                                IsVisible="{Binding IsVisible}"
+                                                                Symbol="Eye" />
+                                                            <fluentIcons:SymbolIcon
+                                                                FontSize="16"
+                                                                IsVisible="{Binding !IsVisible}"
+                                                                Symbol="EyeOff" />
+                                                        </Panel>
+                                                    </ToggleButton>
 
-                                            <!--  Color Picker  -->
-                                            <ui:ColorPickerButton
-                                                Grid.Column="3"
-                                                Width="28"
-                                                Height="28"
-                                                Margin="8,0"
-                                                VerticalAlignment="Center"
-                                                ToolTip.Tip="Choose layer color"
-                                                Color="{Binding AvaloniaDisplayColor}" />
+                                                    <!--  Lock toggle  -->
+                                                    <ToggleButton
+                                                        Grid.Column="3"
+                                                        Margin="0,0,5,0"
+                                                        Padding="4"
+                                                        Classes="transparent"
+                                                        IsChecked="{Binding IsLocked}"
+                                                        ToolTip.Tip="Lock layer (prevent drawing)">
+                                                        <Panel>
+                                                            <fluentIcons:SymbolIcon
+                                                                FontSize="16"
+                                                                IsVisible="{Binding IsLocked}"
+                                                                Symbol="LockClosed" />
+                                                            <fluentIcons:SymbolIcon
+                                                                FontSize="16"
+                                                                IsVisible="{Binding !IsLocked}"
+                                                                Symbol="LockOpen" />
+                                                        </Panel>
+                                                    </ToggleButton>
 
-                                            <!--  Editing Badge  -->
-                                            <Border
-                                                Grid.Column="4"
-                                                Padding="6,2"
-                                                VerticalAlignment="Center"
-                                                Background="{DynamicResource AccentFillColorDefaultBrush}"
-                                                CornerRadius="4"
-                                                IsVisible="{Binding $parent[ListBoxItem].IsSelected}">
-                                                <TextBlock FontSize="12" Text="✏️" />
+                                                    <!--  Layer name  -->
+                                                    <TextBox
+                                                        Grid.Column="4"
+                                                        MinHeight="0"
+                                                        Margin="4,0"
+                                                        Padding="9,3"
+                                                        VerticalAlignment="Center"
+                                                        Text="{Binding Name}"
+                                                        Watermark="Layer name" />
+
+                                                    <!--  Color Picker  -->
+                                                    <ui:ColorPickerButton
+                                                        Grid.Column="5"
+                                                        Margin="5,0"
+                                                        VerticalAlignment="Center"
+                                                        ToolTip.Tip="Choose layer color"
+                                                        Color="{Binding AvaloniaDisplayColor}" />
+
+                                                    <!--  Layer type badge  -->
+                                                    <Border
+                                                        Grid.Column="6"
+                                                        Margin="4,0,0,0"
+                                                        Padding="5,2"
+                                                        VerticalAlignment="Center"
+                                                        Background="{DynamicResource ControlFillColorSecondaryBrush}"
+                                                        CornerRadius="4"
+                                                        IsVisible="{Binding LayerType, Converter={x:Static ObjectConverters.Equal}, ConverterParameter={x:Static inference:MaskLayerType.Image}}">
+                                                        <TextBlock
+                                                            FontSize="10"
+                                                            Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                                            Text="Image" />
+                                                    </Border>
+                                                </Grid>
                                             </Border>
-                                        </Grid>
 
-                                        <!--  Row 1: Layer-type-specific content  -->
-                                        <!--  Paint layer: Prompt textbox  -->
-                                        <StackPanel
-                                            Grid.Row="1"
-                                            IsVisible="{Binding LayerType, Converter={x:Static ObjectConverters.Equal}, ConverterParameter={x:Static inference:MaskLayerType.Paint}}"
-                                            Spacing="8">
-                                            <TextBox
-                                                MinHeight="50"
-                                                MaxHeight="100"
-                                                AcceptsReturn="True"
-                                                Text="{Binding Prompt}"
-                                                TextWrapping="Wrap"
-                                                Watermark="Prompt for this region..." />
-                                            <TextBox
-                                                MinHeight="32"
-                                                MaxHeight="60"
-                                                AcceptsReturn="True"
-                                                Text="{Binding NegativePrompt}"
-                                                TextWrapping="Wrap"
-                                                Watermark="Negative prompt (optional)..." />
-                                        </StackPanel>
+                                            <!--  Row 1: Layer content  -->
+                                            <Grid
+                                                Grid.Row="1"
+                                                Margin="10,8,10,10"
+                                                RowDefinitions="Auto,Auto"
+                                                RowSpacing="8">
+                                                <!--  Row 0: Layer-type-specific content  -->
+                                                <!--  Paint layer: Prompt textbox  -->
+                                                <StackPanel
+                                                    Grid.Row="0"
+                                                    IsVisible="{Binding LayerType, Converter={x:Static ObjectConverters.Equal}, ConverterParameter={x:Static inference:MaskLayerType.Paint}}"
+                                                    Spacing="8">
+                                                    <TextBox
+                                                        MinHeight="50"
+                                                        MaxHeight="100"
+                                                        AcceptsReturn="True"
+                                                        Text="{Binding Prompt}"
+                                                        TextWrapping="Wrap"
+                                                        Watermark="Prompt for this region..." />
+                                                    <TextBox
+                                                        MinHeight="32"
+                                                        MaxHeight="60"
+                                                        AcceptsReturn="True"
+                                                        Text="{Binding NegativePrompt}"
+                                                        TextWrapping="Wrap"
+                                                        Watermark="Negative prompt (optional)..." />
+                                                </StackPanel>
 
-                                        <!--  Image layer: Image info and controls  -->
-                                        <StackPanel
-                                            Grid.Row="1"
-                                            IsVisible="{Binding LayerType, Converter={x:Static ObjectConverters.Equal}, ConverterParameter={x:Static inference:MaskLayerType.Image}}"
-                                            Spacing="8">
-                                            <TextBlock
-                                                FontSize="12"
-                                                Foreground="{DynamicResource TextFillColorSecondaryBrush}"
-                                                IsVisible="{Binding !HasImage}"
-                                                Text="No image selected. Click an image below or use Browse." />
-                                            <TextBlock
-                                                FontSize="12"
-                                                Foreground="{DynamicResource TextFillColorSecondaryBrush}"
-                                                IsVisible="{Binding HasImage}"
-                                                Text="{Binding SourceImagePath}"
-                                                TextTrimming="CharacterEllipsis"
-                                                ToolTip.Tip="{Binding SourceImagePath}" />
-                                        </StackPanel>
+                                                <!--  Image layer: Image info and controls  -->
+                                                <StackPanel
+                                                    Grid.Row="0"
+                                                    IsVisible="{Binding LayerType, Converter={x:Static ObjectConverters.Equal}, ConverterParameter={x:Static inference:MaskLayerType.Image}}"
+                                                    Spacing="8">
+                                                    <TextBlock
+                                                        FontSize="12"
+                                                        Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                                        IsVisible="{Binding !HasImage}"
+                                                        Text="No image selected. Click an image below or use Browse." />
+                                                    <TextBlock
+                                                        FontSize="12"
+                                                        Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                                        IsVisible="{Binding HasImage}"
+                                                        Text="{Binding SourceImagePath}"
+                                                        TextTrimming="CharacterEllipsis"
+                                                        ToolTip.Tip="{Binding SourceImagePath}" />
+                                                </StackPanel>
 
-                                        <!--  Paint layer: Strength + Opacity + Cond Area  -->
-                                        <sg:SpacedGrid
-                                            Grid.Row="2"
-                                            ColumnDefinitions="*,*,Auto"
-                                            ColumnSpacing="8"
-                                            IsVisible="{Binding LayerType, Converter={x:Static ObjectConverters.Equal}, ConverterParameter={x:Static inference:MaskLayerType.Paint}}">
-                                            <StackPanel Spacing="2">
-                                                <TextBlock
-                                                    FontSize="11"
-                                                    Foreground="{DynamicResource TextFillColorTertiaryBrush}"
-                                                    Text="Strength" />
-                                                <ui:NumberBox
-                                                    HorizontalAlignment="Stretch"
-                                                    Maximum="10"
-                                                    Minimum="0"
-                                                    SimpleNumberFormat="F2"
-                                                    SmallChange="0.1"
-                                                    SpinButtonPlacementMode="Compact"
-                                                    Value="{Binding Strength}" />
-                                            </StackPanel>
-                                            <StackPanel Grid.Column="1" Spacing="2">
-                                                <TextBlock
-                                                    FontSize="11"
-                                                    Foreground="{DynamicResource TextFillColorTertiaryBrush}"
-                                                    Text="Opacity" />
-                                                <ui:NumberBox
-                                                    HorizontalAlignment="Stretch"
-                                                    Maximum="1"
-                                                    Minimum="0"
-                                                    SimpleNumberFormat="F2"
-                                                    SmallChange="0.1"
-                                                    SpinButtonPlacementMode="Compact"
-                                                    Value="{Binding Opacity}" />
-                                            </StackPanel>
-                                            <StackPanel Grid.Column="2" Spacing="2">
-                                                <TextBlock
-                                                    FontSize="11"
-                                                    Foreground="{DynamicResource TextFillColorTertiaryBrush}"
-                                                    Text="Cond. Area"
-                                                    ToolTip.Tip="Conditioning Area Mode: How the prompt is applied to the region" />
-                                                <ComboBox
-                                                    MinWidth="90"
-                                                    Padding="8,5,4,5"
-                                                    SelectedIndex="{Binding ConditioningArea, Converter={StaticResource ConditioningAreaModeConverter}}"
-                                                    ToolTip.Tip="Bounds: Apply to bounding box of mask (sharper control)&#x0a;Full: Apply to entire image (softer transitions)">
-                                                    <ComboBox.Styles>
-                                                        <Style Selector="ComboBoxItem">
-                                                            <Setter Property="Background" Value="{DynamicResource ComboBoxDropDownBackground}" />
-                                                        </Style>
-                                                        <Style Selector="ComboBoxItem:pointerover /template/ ContentPresenter#PART_ContentPresenter">
-                                                            <Setter Property="Background" Value="{DynamicResource ControlFillColorSecondaryBrush}" />
-                                                        </Style>
-                                                    </ComboBox.Styles>
-                                                    <ComboBoxItem Content="Bounds" ToolTip.Tip="Apply to mask bounding box - sharper regional control" />
-                                                    <ComboBoxItem Content="Full" ToolTip.Tip="Apply to entire image - softer transitions" />
-                                                </ComboBox>
-                                            </StackPanel>
-                                        </sg:SpacedGrid>
+                                                <!--  Row 1: Paint layer: Strength + Opacity + Cond Area  -->
+                                                <sg:SpacedGrid
+                                                    Grid.Row="1"
+                                                    ColumnDefinitions="*,*,Auto"
+                                                    ColumnSpacing="8"
+                                                    IsVisible="{Binding LayerType, Converter={x:Static ObjectConverters.Equal}, ConverterParameter={x:Static inference:MaskLayerType.Paint}}">
+                                                    <StackPanel Spacing="2">
+                                                        <TextBlock
+                                                            FontSize="11"
+                                                            Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                            Text="Strength" />
+                                                        <ui:NumberBox
+                                                            HorizontalAlignment="Stretch"
+                                                            Maximum="10"
+                                                            Minimum="0"
+                                                            SimpleNumberFormat="F2"
+                                                            SmallChange="0.1"
+                                                            SpinButtonPlacementMode="Compact"
+                                                            Value="{Binding Strength}" />
+                                                    </StackPanel>
+                                                    <StackPanel Grid.Column="1" Spacing="2">
+                                                        <TextBlock
+                                                            FontSize="11"
+                                                            Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                            Text="Opacity" />
+                                                        <ui:NumberBox
+                                                            HorizontalAlignment="Stretch"
+                                                            Maximum="1"
+                                                            Minimum="0"
+                                                            SimpleNumberFormat="F2"
+                                                            SmallChange="0.1"
+                                                            SpinButtonPlacementMode="Compact"
+                                                            Value="{Binding Opacity}" />
+                                                    </StackPanel>
+                                                    <StackPanel Grid.Column="2" Spacing="2">
+                                                        <TextBlock
+                                                            FontSize="11"
+                                                            Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                            Text="Cond. Area"
+                                                            ToolTip.Tip="Conditioning Area Mode: How the prompt is applied to the region" />
+                                                        <ComboBox
+                                                            MinWidth="90"
+                                                            Padding="8,5,4,5"
+                                                            SelectedIndex="{Binding ConditioningArea, Converter={StaticResource ConditioningAreaModeConverter}}"
+                                                            ToolTip.Tip="Bounds: Apply to bounding box of mask (sharper control)&#x0a;Full: Apply to entire image (softer transitions)">
+                                                            <ComboBox.Styles>
+                                                                <Style Selector="ComboBoxItem">
+                                                                    <Setter Property="Background" Value="{DynamicResource ComboBoxDropDownBackground}" />
+                                                                </Style>
+                                                                <Style Selector="ComboBoxItem:pointerover /template/ ContentPresenter#PART_ContentPresenter">
+                                                                    <Setter Property="Background" Value="{DynamicResource ControlFillColorSecondaryBrush}" />
+                                                                </Style>
+                                                            </ComboBox.Styles>
+                                                            <ComboBoxItem Content="Bounds" ToolTip.Tip="Apply to mask bounding box - sharper regional control" />
+                                                            <ComboBoxItem Content="Full" ToolTip.Tip="Apply to entire image - softer transitions" />
+                                                        </ComboBox>
+                                                    </StackPanel>
+                                                </sg:SpacedGrid>
 
-                                        <!--  Image layer: Scale + Opacity  -->
-                                        <sg:SpacedGrid
-                                            Grid.Row="2"
-                                            ColumnDefinitions="*,*"
-                                            ColumnSpacing="12"
-                                            IsVisible="{Binding LayerType, Converter={x:Static ObjectConverters.Equal}, ConverterParameter={x:Static inference:MaskLayerType.Image}}">
-                                            <StackPanel Spacing="2">
-                                                <TextBlock
-                                                    FontSize="11"
-                                                    Foreground="{DynamicResource TextFillColorTertiaryBrush}"
-                                                    Text="Scale" />
-                                                <ui:NumberBox
-                                                    Margin="0,0,16,0"
-                                                    HorizontalAlignment="Stretch"
-                                                    Maximum="3"
-                                                    Minimum="0.1"
-                                                    SimpleNumberFormat="F2"
-                                                    SmallChange="0.1"
-                                                    SpinButtonPlacementMode="Compact"
-                                                    Value="{Binding ImageScale}" />
-                                            </StackPanel>
-                                            <StackPanel Grid.Column="1" Spacing="2">
-                                                <TextBlock
-                                                    FontSize="11"
-                                                    Foreground="{DynamicResource TextFillColorTertiaryBrush}"
-                                                    Text="Opacity" />
-                                                <ui:NumberBox
-                                                    Margin="0,0,16,0"
-                                                    HorizontalAlignment="Stretch"
-                                                    Maximum="1"
-                                                    Minimum="0"
-                                                    SimpleNumberFormat="F2"
-                                                    SmallChange="0.1"
-                                                    SpinButtonPlacementMode="Compact"
-                                                    Value="{Binding Opacity}" />
-                                            </StackPanel>
-                                        </sg:SpacedGrid>
-                                    </Grid>
+                                                <!--  Row 1: Image layer: Scale + Opacity  -->
+                                                <sg:SpacedGrid
+                                                    Grid.Row="1"
+                                                    ColumnDefinitions="*,*"
+                                                    ColumnSpacing="12"
+                                                    IsVisible="{Binding LayerType, Converter={x:Static ObjectConverters.Equal}, ConverterParameter={x:Static inference:MaskLayerType.Image}}">
+                                                    <StackPanel Spacing="2">
+                                                        <TextBlock
+                                                            FontSize="11"
+                                                            Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                            Text="Scale" />
+                                                        <ui:NumberBox
+                                                            Margin="0,0,16,0"
+                                                            HorizontalAlignment="Stretch"
+                                                            Maximum="3"
+                                                            Minimum="0.1"
+                                                            SimpleNumberFormat="F2"
+                                                            SmallChange="0.1"
+                                                            SpinButtonPlacementMode="Compact"
+                                                            Value="{Binding ImageScale}" />
+                                                    </StackPanel>
+                                                    <StackPanel Grid.Column="1" Spacing="2">
+                                                        <TextBlock
+                                                            FontSize="11"
+                                                            Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                            Text="Opacity" />
+                                                        <ui:NumberBox
+                                                            Margin="0,0,16,0"
+                                                            HorizontalAlignment="Stretch"
+                                                            Maximum="1"
+                                                            Minimum="0"
+                                                            SimpleNumberFormat="F2"
+                                                            SmallChange="0.1"
+                                                            SpinButtonPlacementMode="Compact"
+                                                            Value="{Binding Opacity}" />
+                                                    </StackPanel>
+                                                </sg:SpacedGrid>
+                                            </Grid>
+                                        </Grid>
+                                    </Panel>
                                 </Border>
                             </DataTemplate>
                         </ListBox.ItemTemplate>
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml.cs b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml.cs
index 9456879ca..dcda41f9a 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml.cs
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml.cs
@@ -1,8 +1,7 @@
 using Avalonia.Controls;
-using Avalonia.Controls.Presenters;
-using Avalonia.Input;
+using Avalonia.Controls.Primitives;
 using Avalonia.Interactivity;
-using Avalonia.Markup.Xaml;
+using Avalonia.LogicalTree;
 using Injectio.Attributes;
 using StabilityMatrix.Avalonia.Controls;
 using StabilityMatrix.Avalonia.Models.Inference;
@@ -13,13 +12,50 @@ namespace StabilityMatrix.Avalonia.Views.Dialogs;
 [RegisterTransient<LayeredMaskEditorDialog>]
 public partial class LayeredMaskEditorDialog : UserControlBase
 {
+    private ListBox? layerListBox;
+
     public LayeredMaskEditorDialog()
     {
         InitializeComponent();
     }
 
-    private void InitializeComponent()
+    /// <inheritdoc />
+    protected override void OnLoaded(RoutedEventArgs e)
+    {
+        base.OnLoaded(e);
+
+        // Find the ListBox and subscribe to child index changes for drag reordering
+        layerListBox = this.FindControl<ListBox>("LayerItemsControl");
+        if (layerListBox != null)
+        {
+            ((IChildIndexProvider)layerListBox).ChildIndexChanged += OnChildIndexChanged;
+        }
+    }
+
+    /// <inheritdoc />
+    protected override void OnUnloaded(RoutedEventArgs e)
+    {
+        base.OnUnloaded(e);
+
+        // Unsubscribe from events
+        if (layerListBox != null)
+        {
+            ((IChildIndexProvider)layerListBox).ChildIndexChanged -= OnChildIndexChanged;
+        }
+    }
+
+    /// <summary>
+    /// Handles the child index changed event from the ListBox.
+    /// This is fired when a drag reorder operation completes.
+    /// </summary>
+    private void OnChildIndexChanged(object? sender, ChildIndexChangedEventArgs e)
     {
-        AvaloniaXamlLoader.Load(this);
+        if (
+            e.Child is Control { DataContext: MaskLayer layer }
+            && DataContext is LayeredMaskEditorViewModel vm
+        )
+        {
+            vm.OnLayerIndexChanged(layer, e.Index);
+        }
     }
 }

From ea77bb32867bbca778d2f5877b8f8509cf16b0a7 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 8 Jan 2026 00:29:08 -0800
Subject: [PATCH 054/218] Enhance layer path saving logic to prevent data loss
 for hidden layers

---
 .../Dialogs/LayeredMaskEditorViewModel.cs      | 18 ++++++++++++++----
 .../Models/Packages/AiToolkit.cs               |  5 +----
 2 files changed, 15 insertions(+), 8 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
index 369f6d199..2ade05f1c 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
@@ -338,7 +338,9 @@ or nameof(MaskLayer.IsLocked)
             else
             {
                 // All other cases: save paths
-                SaveCurrentLayerPaths();
+                // Force save if we are toggling off the selected layer (it's hidden now, but canvas has valid paths)
+                var force = changedLayer == SelectedLayer && e.PropertyName == nameof(MaskLayer.IsVisible);
+                SaveCurrentLayerPaths(force);
             }
 
             SyncSelectedLayerToCanvas();
@@ -985,11 +987,19 @@ private void RenderImageLayer(SKCanvas canvas, MaskLayer layer, byte alpha)
     ///     Saves the current canvas paths back to the selected layer.
     ///     Only saves for paint layers that could have been edited.
     /// </summary>
-    public void SaveCurrentLayerPaths()
+    public void SaveCurrentLayerPaths(bool force = false)
     {
         // Only save for paint layers (image layers don't have editable paths)
-        if (SelectedLayer is not null && SelectedLayer.LayerType == MaskLayerType.Paint)
-            SelectedLayer.Paths = PaintCanvasViewModel.Paths;
+        if (SelectedLayer is null || SelectedLayer.LayerType != MaskLayerType.Paint)
+            return;
+
+        // If the layer is hidden, PaintCanvasViewModel.Paths is cleared (visually hidden)
+        // by SyncSelectedLayerToCanvas. We should not overwrite the layer's actual paths
+        // with this empty list. This prevents data loss when moving/updating hidden layers.
+        if (!force && !SelectedLayer.IsVisible)
+            return;
+
+        SelectedLayer.Paths = PaintCanvasViewModel.Paths;
     }
 
     /// <summary>
diff --git a/StabilityMatrix.Core/Models/Packages/AiToolkit.cs b/StabilityMatrix.Core/Models/Packages/AiToolkit.cs
index 24009cef2..fc1e388e7 100644
--- a/StabilityMatrix.Core/Models/Packages/AiToolkit.cs
+++ b/StabilityMatrix.Core/Models/Packages/AiToolkit.cs
@@ -35,10 +35,7 @@ IPyInstallationManager pyInstallationManager
     public override string LicenseUrl => "https://github.com/ostris/ai-toolkit/blob/main/LICENSE";
     public override string LaunchCommand => string.Empty;
 
-    public override Uri PreviewImageUri =>
-        new(
-            "https://camo.githubusercontent.com/ea35b399e0d659f9f2ee09cbedb58e1a3ec7a0eab763e8ae8d11d076aad5be40/68747470733a2f2f6f73747269732e636f6d2f77702d636f6e74656e742f75706c6f6164732f323032352f30322f746f6f6c6b69742d75692e6a7067"
-        );
+    public override Uri PreviewImageUri => new("https://cdn.lykos.ai/sm/packages/aitoolkit/preview.webp");
 
     public override string OutputFolderName => "output";
     public override IEnumerable<TorchIndex> AvailableTorchIndices => [TorchIndex.Cuda];

From e4e67f8329c9d778412338ce17d3940bf5573097 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 8 Jan 2026 18:42:53 -0800
Subject: [PATCH 055/218] Add brush softness/feathering control to PaintCanvas
 for improved painting effects

---
 .../Controls/Models/PenPath.cs                | 11 ++++++
 .../Controls/Painting/PaintCanvas.axaml       | 19 ++++++++++
 .../Controls/Painting/PaintCanvas.axaml.cs    |  1 +
 .../Controls/PaintCanvasViewModel.cs          | 38 +++++++++++++++++++
 4 files changed, 69 insertions(+)

diff --git a/StabilityMatrix.Avalonia/Controls/Models/PenPath.cs b/StabilityMatrix.Avalonia/Controls/Models/PenPath.cs
index 70a8225da..dd369d162 100644
--- a/StabilityMatrix.Avalonia/Controls/Models/PenPath.cs
+++ b/StabilityMatrix.Avalonia/Controls/Models/PenPath.cs
@@ -138,6 +138,10 @@ public override PenPath Read(ref Utf8JsonReader reader, Type typeToConvert, Json
                     penPath = penPath with { Radius = (float)reader.GetDouble() };
                     break;
 
+                case "feathering":
+                    penPath = penPath with { Feathering = (float)reader.GetDouble() };
+                    break;
+
                 default:
                     reader.Skip();
                     break;
@@ -167,6 +171,7 @@ public override void Write(Utf8JsonWriter writer, PenPath value, JsonSerializerO
         writer.WriteBoolean("isStrokeOnly", value.IsStrokeOnly);
         writer.WriteNumber("strokeWidth", value.StrokeWidth);
         writer.WriteNumber("radius", value.Radius);
+        writer.WriteNumber("feathering", value.Feathering);
 
         // Write points in compressed format
         var compressedPoints = PenPath.CompressPointsPublic(value.Points);
@@ -213,6 +218,12 @@ public readonly record struct PenPath()
     /// </summary>
     public float Radius { get; init; }
 
+    /// <summary>
+    /// Feathering amount for soft brush edges. 0 = hard edge, 1 = fully soft/blurred.
+    /// The blur radius is calculated as: effectiveRadius * feathering.
+    /// </summary>
+    public float Feathering { get; init; }
+
     /// <summary>
     /// Points for rendering. Serialization is handled by the custom JsonConverter.
     /// </summary>
diff --git a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml
index 5695a7b34..4a6656468 100644
--- a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml
+++ b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml
@@ -202,6 +202,25 @@
                                     Minimum="0"
                                     ToolTip.Tip="Brush opacity"
                                     Value="{Binding PaintBrushAlpha}" />
+
+                                <Rectangle
+                                    Width="1"
+                                    Margin="6,4"
+                                    VerticalAlignment="Stretch"
+                                    Fill="{DynamicResource DividerStrokeColorDefaultBrush}" />
+
+                                <!--  Feathering (Softness)  -->
+                                <TextBlock
+                                    VerticalAlignment="Center"
+                                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                    Text="Softness" />
+                                <Slider
+                                    Width="80"
+                                    VerticalAlignment="Center"
+                                    Maximum="1"
+                                    Minimum="0"
+                                    ToolTip.Tip="Brush softness/feathering (0 = hard edge, 1 = soft edge)"
+                                    Value="{Binding PaintBrushFeathering}" />
                             </StackPanel>
 
                             <!--  Spacer  -->
diff --git a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs
index 04f70747b..67ee363f2 100644
--- a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs
+++ b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs
@@ -285,6 +285,7 @@ private void HandlePointerMoved(PointerEventArgs e)
                 FillColor = viewModel.PaintBrushSKColor.WithAlpha((byte)(viewModel.PaintBrushAlpha * 255)),
                 IsErase = viewModel.SelectedTool == PaintCanvasTool.Eraser,
                 Radius = (float)viewModel.PaintBrushSize,
+                Feathering = (float)viewModel.PaintBrushFeathering,
             };
             TemporaryPaths[e.Pointer.Id] = penPath;
         }
diff --git a/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
index 1fbecc691..e1f6a1bf2 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
@@ -52,6 +52,13 @@ public partial class PaintCanvasViewModel(ILogger<PaintCanvasViewModel> logger)
     [ObservableProperty]
     private double paintBrushAlpha = 1;
 
+    /// <summary>
+    /// Feathering amount for soft brush edges. 0 = hard edge, 1 = fully soft/blurred.
+    /// UI typically shows this inverted as "Hardness" (100% = no feathering).
+    /// </summary>
+    [ObservableProperty]
+    private double paintBrushFeathering = 0;
+
     [ObservableProperty]
     private double currentPenPressure;
 
@@ -1493,6 +1500,21 @@ SKPaint paint
         paint.StrokeCap = SKStrokeCap.Round;
         paint.StrokeJoin = SKStrokeJoin.Round;
 
+        // Apply feathering (soft brush edge) using blur mask filter
+        if (penPath.Feathering > 0)
+        {
+            var effectiveRadiusForBlur = penPath.GetEffectiveRadius();
+            var blurSigma = effectiveRadiusForBlur * penPath.Feathering * 0.5f;
+            if (blurSigma > 0.1f)
+            {
+                paint.MaskFilter = SKMaskFilter.CreateBlur(SKBlurStyle.Normal, blurSigma);
+            }
+        }
+        else
+        {
+            paint.MaskFilter = null;
+        }
+
         using var path = new SKPath();
         var started = false;
         var currentThickness = 0f;
@@ -1737,6 +1759,22 @@ public static void RenderPenPath(
         paint.StrokeCap = SKStrokeCap.Round; // Round caps handle endpoints
         paint.StrokeJoin = SKStrokeJoin.Round;
 
+        // Apply feathering (soft brush edge) using blur mask filter
+        if (penPath.Feathering > 0)
+        {
+            // Calculate blur sigma based on the effective radius and feathering amount
+            var effectiveRadiusForBlur = penPath.GetEffectiveRadius();
+            var blurSigma = effectiveRadiusForBlur * penPath.Feathering * 0.5f;
+            if (blurSigma > 0.1f)
+            {
+                paint.MaskFilter = SKMaskFilter.CreateBlur(SKBlurStyle.Normal, blurSigma);
+            }
+        }
+        else
+        {
+            paint.MaskFilter = null;
+        }
+
         // Count pen points and check pressure uniformity in a single pass (avoids LINQ allocations)
         var penPointCount = 0;
         var uniformPressure = true;

From 6f65952d5791df3658ba1998b1d9c40658a67afa Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 8 Jan 2026 19:11:11 -0800
Subject: [PATCH 056/218] Fix escape character parsing in Inference and add
 chagenlog entry for regional prompting

---
 CHANGELOG.md                                          | 11 +++++++++++
 .../Assets/ImagePrompt.tmLanguage.json                | 10 +++++-----
 2 files changed, 16 insertions(+), 5 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 5425af8e1..ff965d670 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,17 @@ All notable changes to Stability Matrix will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2.0.0.html).
 
+## v2.16.0-dev.2
+### Added
+- Added Regional Prompting addon to Inference - paint detailed masks to apply different prompts, strengths, and settings to specific regions of your image
+  - Multi-layer mask editor with Photoshop-style interface for managing layers with independent masks, prompts, colors, and opacity
+  - Professional brush tools: freehand brush/eraser with pressure sensitivity, rectangle/ellipse shapes with fill/stroke modes, paint bucket flood fill
+  - **NEW: Brush feathering/softness control** for smooth, blended mask edges (0 = hard edge, 1 = soft/blurred)
+  - Per-layer prompt and strength controls, export/import masks as PNG, duplicate layers, image reference layers for tracing
+  - GPU-accelerated rendering with compact gzip-compressed metadata serialization 
+### Fixed
+- Fixed parsing of escape sequences in Inference such as `\\` 
+
 ## v2.16.0-dev.1
 ### Added
 #### New Feature: 🧪 Image Lab  - Conversational Image Generation for ComfyUI
diff --git a/StabilityMatrix.Avalonia/Assets/ImagePrompt.tmLanguage.json b/StabilityMatrix.Avalonia/Assets/ImagePrompt.tmLanguage.json
index 73226f16e..84a76b4c8 100644
--- a/StabilityMatrix.Avalonia/Assets/ImagePrompt.tmLanguage.json
+++ b/StabilityMatrix.Avalonia/Assets/ImagePrompt.tmLanguage.json
@@ -26,7 +26,7 @@
           "name": "constant.character.escape.prompt"
         }
       },
-      "end": "[-+.!(){}\\[\\]<\\>:]",
+      "end": "[-+.!(){}\\[\\]<\\>:|\\\\]",
       "endCaptures": {
         "0": {
           "name": "constant.character.escape.target.prompt"
@@ -35,7 +35,7 @@
       "name": "meta.structure.escape.prompt",
       "patterns": [
         {
-          "match": "[^-+.!(){}\\[\\]<\\>:]",
+          "match": "[^-+.!(){}\\[\\]<\\>:|\\\\]",
           "name": "invalid.illegal.escape.prompt"
         }
       ]
@@ -147,7 +147,7 @@
             "4": {
               "name": "punctuation.separator.variable.prompt"
             },
-            "5" : {
+            "5": {
               "name": "constant.numeric"
             }
           }
@@ -214,7 +214,7 @@
       "match": "[^#,:\\[\\]\\(\\)\\<\\> \\\\]+",
       "name": "meta.embedded"
     },
-    "invalid_reserved" : {
+    "invalid_reserved": {
       "name": "invalid.illegal.reserved.prompt",
       "patterns": [
         {
@@ -320,4 +320,4 @@
       ]
     }
   }
-}
+}
\ No newline at end of file

From af0d02763a4ce3806092a070c483e02baaf43088 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 15 Jan 2026 22:42:46 -0800
Subject: [PATCH 057/218] Add quick division presets and auto-scroll
 functionality for layer reordering

---
 .../Dialogs/LayeredMaskEditorViewModel.cs     | 351 +++++++++++++++++-
 .../Dialogs/LayeredMaskEditorDialog.axaml     | 123 +++++-
 .../Dialogs/LayeredMaskEditorDialog.axaml.cs  | 124 ++++++-
 3 files changed, 582 insertions(+), 16 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
index 2ade05f1c..02de39c0e 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
@@ -46,6 +46,11 @@ public partial class LayeredMaskEditorViewModel : LoadableViewModelBase, IDispos
     [ObservableProperty]
     private Size canvasSize = new(1024, 1024);
 
+    /// <summary>
+    ///     Previous canvas size, used for rescaling layers when dimensions change.
+    /// </summary>
+    private Size _previousCanvasSize = new(1024, 1024);
+
     private int imageLayerCounter;
 
     /// <summary>
@@ -501,6 +506,340 @@ private void FillLayer()
         SyncSelectedLayerToCanvas();
     }
 
+    #region Quick Division Presets
+
+    /// <summary>
+    ///     Creates layers for a quick division preset.
+    ///     Preserves prompts and settings from existing layers where possible.
+    /// </summary>
+    /// <param name="divisions">Array of (left, top, right, bottom) fractions (0.0-1.0) for each region.</param>
+    /// <param name="names">Optional names for each region layer.</param>
+    private void CreateQuickDivisionLayers(SKRect[] divisions, string[]? names = null)
+    {
+        if (CanvasSize == Size.Empty)
+            return;
+
+        // Save current layer paths before modifying
+        SaveCurrentLayerPaths();
+
+        // Always capture existing layer settings so we can preserve them
+        // This preserves prompts when going to more layers, equal layers, or fewer layers
+        var existingSettings = Layers
+            .Select(l => (l.Prompt, l.NegativePrompt, l.Strength, l.ConditioningArea, l.Opacity, l.IsEnabled))
+            .ToList();
+
+        // Clear existing layers
+        SelectedLayer = null;
+        foreach (var layer in Layers)
+            CleanupLayer(layer);
+        Layers.Clear();
+        layerCounter = 0;
+
+        // Create new layers for each division
+        for (var i = 0; i < divisions.Length; i++)
+        {
+            layerCounter++;
+            var layer = new MaskLayer
+            {
+                Name = names != null && i < names.Length ? names[i] : $"Region {layerCounter}",
+                DisplayColor = MaskLayerColors.GetByIndex(layerCounter - 1),
+            };
+
+            // Restore settings from existing layers if available
+            // This preserves prompts from the first N existing layers
+            if (i < existingSettings.Count)
+            {
+                var settings = existingSettings[i];
+                layer.Prompt = settings.Prompt;
+                layer.NegativePrompt = settings.NegativePrompt;
+                layer.Strength = settings.Strength;
+                layer.ConditioningArea = settings.ConditioningArea;
+                layer.Opacity = settings.Opacity;
+                layer.IsEnabled = settings.IsEnabled;
+            }
+
+            // Calculate the actual pixel bounds from fractions
+            var fractionalRect = divisions[i];
+            var pixelRect = new SKRect(
+                fractionalRect.Left * CanvasSize.Width,
+                fractionalRect.Top * CanvasSize.Height,
+                fractionalRect.Right * CanvasSize.Width,
+                fractionalRect.Bottom * CanvasSize.Height
+            );
+
+            // Create a filled rectangle for this region
+            var fillPath = new PenPath
+            {
+                PathType = PenPathType.Rectangle,
+                FillColor = layer.DisplayColor,
+                Bounds = pixelRect,
+            };
+            layer.Paths = layer.Paths.Add(fillPath);
+
+            // Subscribe to layer property changes
+            layer.PropertyChanged += Layer_PropertyChanged;
+
+            Layers.Add(layer);
+        }
+
+        // Select the first layer
+        if (Layers.Count > 0)
+            SelectedLayer = Layers[0];
+
+        SyncSelectedLayerToCanvas();
+    }
+
+    /// <summary>
+    ///     Rescales all layer paths from oldSize to newSize coordinates.
+    /// </summary>
+    private void RescaleAllLayersInternal(Size oldSize, Size newSize)
+    {
+        if (oldSize == newSize || oldSize.Width <= 0 || oldSize.Height <= 0)
+            return;
+
+        // Save current layer before rescaling
+        SaveCurrentLayerPaths();
+
+        var scaleX = (float)newSize.Width / oldSize.Width;
+        var scaleY = (float)newSize.Height / oldSize.Height;
+
+        foreach (var layer in Layers)
+        {
+            if (layer.LayerType != MaskLayerType.Paint || layer.Paths.Count == 0)
+                continue;
+
+            var scaledPaths = layer
+                .Paths.Select(path => ScalePenPath(path, scaleX, scaleY))
+                .ToImmutableList();
+            layer.Paths = scaledPaths;
+        }
+
+        // Refresh the canvas to show rescaled paths
+        SyncSelectedLayerToCanvas();
+    }
+
+    /// <summary>
+    ///     Scales a PenPath by the given factors.
+    /// </summary>
+    private static PenPath ScalePenPath(PenPath path, float scaleX, float scaleY)
+    {
+        // Scale the bounds
+        var scaledBounds = new SKRect(
+            path.Bounds.Left * scaleX,
+            path.Bounds.Top * scaleY,
+            path.Bounds.Right * scaleX,
+            path.Bounds.Bottom * scaleY
+        );
+
+        // Scale points if present (for freehand paths)
+        var scaledPoints =
+            path.Points.Count > 0
+                ? path
+                    .Points.Select(p => new PenPoint(p.X * scaleX, p.Y * scaleY)
+                    {
+                        Pressure = p.Pressure,
+                        IsPen = p.IsPen,
+                        Radius = p.Radius * Math.Max(scaleX, scaleY), // Scale radius too
+                    })
+                    .ToList()
+                : path.Points;
+
+        // Scale the stroke radius proportionally
+        var scaledRadius = path.Radius * Math.Max(scaleX, scaleY);
+        var scaledStrokeWidth = path.StrokeWidth * Math.Max(scaleX, scaleY);
+
+        return path with
+        {
+            Bounds = scaledBounds,
+            Points = scaledPoints,
+            Radius = (float)scaledRadius,
+            StrokeWidth = (float)scaledStrokeWidth,
+        };
+    }
+
+    /// <summary>
+    ///     Manually rescales all layers to fit the current canvas size.
+    ///     Useful when layers were created at a different resolution.
+    /// </summary>
+    [RelayCommand]
+    private void RescaleAllLayers()
+    {
+        if (
+            _previousCanvasSize != CanvasSize
+            && _previousCanvasSize.Width > 0
+            && _previousCanvasSize.Height > 0
+        )
+        {
+            RescaleAllLayersInternal(_previousCanvasSize, CanvasSize);
+            _previousCanvasSize = CanvasSize;
+        }
+    }
+
+    /// <summary>
+    ///     Quick preset: 50/50 horizontal split (left and right halves).
+    /// </summary>
+    [RelayCommand]
+    private void QuickDivisionHorizontal5050()
+    {
+        CreateQuickDivisionLayers(
+            [
+                new SKRect(0f, 0f, 0.5f, 1f), // Left half
+                new SKRect(0.5f, 0f, 1f, 1f), // Right half
+            ],
+            ["Left", "Right"]
+        );
+    }
+
+    /// <summary>
+    ///     Quick preset: 33/33/33 horizontal split (thirds).
+    /// </summary>
+    [RelayCommand]
+    private void QuickDivisionHorizontal333333()
+    {
+        CreateQuickDivisionLayers(
+            [
+                new SKRect(0f, 0f, 0.333f, 1f), // Left third
+                new SKRect(0.333f, 0f, 0.666f, 1f), // Middle third
+                new SKRect(0.666f, 0f, 1f, 1f), // Right third
+            ],
+            ["Left", "Center", "Right"]
+        );
+    }
+
+    /// <summary>
+    ///     Quick preset: 50/50 vertical split (top and bottom halves).
+    /// </summary>
+    [RelayCommand]
+    private void QuickDivisionVertical5050()
+    {
+        CreateQuickDivisionLayers(
+            [
+                new SKRect(0f, 0f, 1f, 0.5f), // Top half
+                new SKRect(0f, 0.5f, 1f, 1f), // Bottom half
+            ],
+            ["Top", "Bottom"]
+        );
+    }
+
+    /// <summary>
+    ///     Quick preset: 33/33/33 vertical split (thirds).
+    /// </summary>
+    [RelayCommand]
+    private void QuickDivisionVertical333333()
+    {
+        CreateQuickDivisionLayers(
+            [
+                new SKRect(0f, 0f, 1f, 0.333f), // Top third
+                new SKRect(0f, 0.333f, 1f, 0.666f), // Middle third
+                new SKRect(0f, 0.666f, 1f, 1f), // Bottom third
+            ],
+            ["Top", "Middle", "Bottom"]
+        );
+    }
+
+    /// <summary>
+    ///     Quick preset: 2x2 quadrants.
+    /// </summary>
+    [RelayCommand]
+    private void QuickDivisionQuadrants()
+    {
+        CreateQuickDivisionLayers(
+            [
+                new SKRect(0f, 0f, 0.5f, 0.5f), // Top-left
+                new SKRect(0.5f, 0f, 1f, 0.5f), // Top-right
+                new SKRect(0f, 0.5f, 0.5f, 1f), // Bottom-left
+                new SKRect(0.5f, 0.5f, 1f, 1f), // Bottom-right
+            ],
+            ["Top-Left", "Top-Right", "Bottom-Left", "Bottom-Right"]
+        );
+    }
+
+    /// <summary>
+    ///     Quick preset: 3x3 grid (9 regions).
+    /// </summary>
+    [RelayCommand]
+    private void QuickDivision3x3Grid()
+    {
+        CreateQuickDivisionLayers(
+            [
+                new SKRect(0f, 0f, 0.333f, 0.333f), // Top-left
+                new SKRect(0.333f, 0f, 0.666f, 0.333f), // Top-center
+                new SKRect(0.666f, 0f, 1f, 0.333f), // Top-right
+                new SKRect(0f, 0.333f, 0.333f, 0.666f), // Middle-left
+                new SKRect(0.333f, 0.333f, 0.666f, 0.666f), // Center
+                new SKRect(0.666f, 0.333f, 1f, 0.666f), // Middle-right
+                new SKRect(0f, 0.666f, 0.333f, 1f), // Bottom-left
+                new SKRect(0.333f, 0.666f, 0.666f, 1f), // Bottom-center
+                new SKRect(0.666f, 0.666f, 1f, 1f), // Bottom-right
+            ],
+            [
+                "Top-Left",
+                "Top-Center",
+                "Top-Right",
+                "Middle-Left",
+                "Center",
+                "Middle-Right",
+                "Bottom-Left",
+                "Bottom-Center",
+                "Bottom-Right",
+            ]
+        );
+    }
+
+    /// <summary>
+    ///     Quick preset: Center focus (center region with surrounding frame).
+    /// </summary>
+    [RelayCommand]
+    private void QuickDivisionCenterFocus()
+    {
+        CreateQuickDivisionLayers(
+            [
+                new SKRect(0.25f, 0.25f, 0.75f, 0.75f), // Center (50% of canvas)
+                new SKRect(0f, 0f, 1f, 0.25f), // Top strip
+                new SKRect(0f, 0.75f, 1f, 1f), // Bottom strip
+                new SKRect(0f, 0.25f, 0.25f, 0.75f), // Left strip
+                new SKRect(0.75f, 0.25f, 1f, 0.75f), // Right strip
+            ],
+            ["Center", "Top", "Bottom", "Left", "Right"]
+        );
+    }
+
+    /// <summary>
+    ///     Quick preset: Portrait mode (foreground subject with background).
+    ///     Creates a large center oval-ish region and a background region.
+    /// </summary>
+    [RelayCommand]
+    private void QuickDivisionPortrait()
+    {
+        // For portrait, we create a center region (roughly where a person would be)
+        // and a background region
+        CreateQuickDivisionLayers(
+            [
+                new SKRect(0.15f, 0.05f, 0.85f, 0.95f), // Foreground (subject area)
+                new SKRect(0f, 0f, 1f, 1f), // Background (full canvas, will be behind)
+            ],
+            ["Subject", "Background"]
+        );
+    }
+
+    /// <summary>
+    ///     Quick preset: Landscape scene (sky, horizon, ground).
+    /// </summary>
+    [RelayCommand]
+    private void QuickDivisionLandscape()
+    {
+        CreateQuickDivisionLayers(
+            [
+                new SKRect(0f, 0f, 1f, 0.35f), // Sky
+                new SKRect(0f, 0.35f, 1f, 0.65f), // Horizon/middle ground
+                new SKRect(0f, 0.65f, 1f, 1f), // Foreground
+            ],
+            ["Sky", "Horizon", "Foreground"]
+        );
+    }
+
+    #endregion
+
     /// <summary>
     ///     Duplicates the selected layer with all its content and settings.
     /// </summary>
@@ -684,13 +1023,21 @@ partial void OnSelectedLayerChanged(MaskLayer? value)
         SyncSelectedLayerToCanvas();
     }
 
-    partial void OnCanvasSizeChanged(Size value)
+    partial void OnCanvasSizeChanged(Size oldValue, Size newValue)
     {
-        PaintCanvasViewModel.CanvasSize = value;
+        PaintCanvasViewModel.CanvasSize = newValue;
 
         // Invalidate cached image layer bitmap since canvas size changed
         _cachedImageLayerBitmap?.Dispose();
         _cachedImageLayerBitmap = null;
+
+        // Rescale all layers if we have a valid previous size and new size
+        if (oldValue.Width > 0 && oldValue.Height > 0 && newValue.Width > 0 && newValue.Height > 0)
+        {
+            RescaleAllLayersInternal(oldValue, newValue);
+        }
+
+        _previousCanvasSize = newValue;
     }
 
     partial void OnShowAllLayersChanged(bool value)
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
index d12301256..cf017529d 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
@@ -94,6 +94,99 @@
                         ToolTip.Tip="Import mask image as new layer">
                         <fluentIcons:SymbolIcon FontSize="18" Symbol="ArrowDownload" />
                     </Button>
+                    <Rectangle
+                        Width="1"
+                        Margin="4,4"
+                        VerticalAlignment="Stretch"
+                        Fill="{DynamicResource DividerStrokeColorDefaultBrush}" />
+                    <!--  Quick Divisions Button with Flyout  -->
+                    <Button Classes="transparent" ToolTip.Tip="Quick Divisions - Preset region layouts">
+                        <Button.Flyout>
+                            <ui:FAMenuFlyout Placement="BottomEdgeAlignedLeft">
+                                <!--  Horizontal Splits  -->
+                                <ui:MenuFlyoutSubItem Text="Horizontal Splits">
+                                    <ui:MenuFlyoutSubItem.IconSource>
+                                        <fluentIcons:SymbolIconSource Symbol="SplitHorizontal" />
+                                    </ui:MenuFlyoutSubItem.IconSource>
+                                    <ui:MenuFlyoutItem Command="{Binding QuickDivisionHorizontal5050Command}" Text="50/50 (Left | Right)">
+                                        <ui:MenuFlyoutItem.IconSource>
+                                            <fluentIcons:SymbolIconSource Symbol="LayoutColumnTwoSplitLeft" />
+                                        </ui:MenuFlyoutItem.IconSource>
+                                    </ui:MenuFlyoutItem>
+                                    <ui:MenuFlyoutItem Command="{Binding QuickDivisionHorizontal333333Command}" Text="33/33/33 (Thirds)">
+                                        <ui:MenuFlyoutItem.IconSource>
+                                            <fluentIcons:SymbolIconSource Symbol="LayoutColumnThree" />
+                                        </ui:MenuFlyoutItem.IconSource>
+                                    </ui:MenuFlyoutItem>
+                                </ui:MenuFlyoutSubItem>
+                                <!--  Vertical Splits  -->
+                                <ui:MenuFlyoutSubItem Text="Vertical Splits">
+                                    <ui:MenuFlyoutSubItem.IconSource>
+                                        <fluentIcons:SymbolIconSource Symbol="SplitVertical" />
+                                    </ui:MenuFlyoutSubItem.IconSource>
+                                    <ui:MenuFlyoutItem Command="{Binding QuickDivisionVertical5050Command}" Text="50/50 (Top | Bottom)">
+                                        <ui:MenuFlyoutItem.IconSource>
+                                            <fluentIcons:SymbolIconSource Symbol="LayoutRowTwoSplitTop" />
+                                        </ui:MenuFlyoutItem.IconSource>
+                                    </ui:MenuFlyoutItem>
+                                    <ui:MenuFlyoutItem Command="{Binding QuickDivisionVertical333333Command}" Text="33/33/33 (Thirds)">
+                                        <ui:MenuFlyoutItem.IconSource>
+                                            <fluentIcons:SymbolIconSource Symbol="LayoutRowThree" />
+                                        </ui:MenuFlyoutItem.IconSource>
+                                    </ui:MenuFlyoutItem>
+                                </ui:MenuFlyoutSubItem>
+                                <!--  Grids  -->
+                                <ui:MenuFlyoutSubItem Text="Grid Layouts">
+                                    <ui:MenuFlyoutSubItem.IconSource>
+                                        <fluentIcons:SymbolIconSource Symbol="Grid" />
+                                    </ui:MenuFlyoutSubItem.IconSource>
+                                    <ui:MenuFlyoutItem Command="{Binding QuickDivisionQuadrantsCommand}" Text="2×2 Quadrants">
+                                        <ui:MenuFlyoutItem.IconSource>
+                                            <fluentIcons:SymbolIconSource Symbol="LayoutCellFour" />
+                                        </ui:MenuFlyoutItem.IconSource>
+                                    </ui:MenuFlyoutItem>
+                                    <ui:MenuFlyoutItem Command="{Binding QuickDivision3x3GridCommand}" Text="3×3 Grid">
+                                        <ui:MenuFlyoutItem.IconSource>
+                                            <fluentIcons:SymbolIconSource Symbol="TableSimple" />
+                                        </ui:MenuFlyoutItem.IconSource>
+                                    </ui:MenuFlyoutItem>
+                                </ui:MenuFlyoutSubItem>
+                                <ui:MenuFlyoutSeparator />
+                                <!--  Composition Presets  -->
+                                <ui:MenuFlyoutSubItem Text="Compositions">
+                                    <ui:MenuFlyoutSubItem.IconSource>
+                                        <fluentIcons:SymbolIconSource Symbol="ImageMultiple" />
+                                    </ui:MenuFlyoutSubItem.IconSource>
+                                    <ui:MenuFlyoutItem Command="{Binding QuickDivisionCenterFocusCommand}" Text="Center Focus">
+                                        <ui:MenuFlyoutItem.IconSource>
+                                            <fluentIcons:SymbolIconSource Symbol="CenterHorizontal" />
+                                        </ui:MenuFlyoutItem.IconSource>
+                                    </ui:MenuFlyoutItem>
+                                    <ui:MenuFlyoutItem Command="{Binding QuickDivisionPortraitCommand}" Text="Portrait (Subject + Background)">
+                                        <ui:MenuFlyoutItem.IconSource>
+                                            <fluentIcons:SymbolIconSource Symbol="Person" />
+                                        </ui:MenuFlyoutItem.IconSource>
+                                    </ui:MenuFlyoutItem>
+                                    <ui:MenuFlyoutItem Command="{Binding QuickDivisionLandscapeCommand}" Text="Landscape (Sky, Horizon, Ground)">
+                                        <ui:MenuFlyoutItem.IconSource>
+                                            <fluentIcons:SymbolIconSource Symbol="ImageAltText" />
+                                        </ui:MenuFlyoutItem.IconSource>
+                                    </ui:MenuFlyoutItem>
+                                </ui:MenuFlyoutSubItem>
+                            </ui:FAMenuFlyout>
+                        </Button.Flyout>
+                        <StackPanel Orientation="Horizontal" Spacing="4">
+                            <fluentIcons:SymbolIcon FontSize="18" Symbol="GridKanban" />
+                            <TextBlock
+                                VerticalAlignment="Center"
+                                FontSize="12"
+                                Text="Quick Divisions" />
+                            <fluentIcons:SymbolIcon
+                                FontSize="10"
+                                Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                Symbol="ChevronDown" />
+                        </StackPanel>
+                    </Button>
                 </StackPanel>
 
                 <!--  Right: Canvas size  -->
@@ -125,20 +218,23 @@
             Grid.Column="1"
             Margin="0,16,0,0"
             Padding="8"
-            VerticalAlignment="Top">
-            <StackPanel>
-                <Grid RowDefinitions="Auto,*">
-                    <TextBlock
-                        Margin="4,0,0,8"
-                        FontSize="12"
-                        FontWeight="SemiBold"
-                        Foreground="{DynamicResource TextFillColorSecondaryBrush}"
-                        Text="LAYERS" />
+            VerticalAlignment="Stretch"
+            VerticalContentAlignment="Stretch">
+            <Grid RowDefinitions="Auto,*,Auto">
+                <TextBlock
+                    Margin="4,0,0,8"
+                    FontSize="12"
+                    FontWeight="SemiBold"
+                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                    Text="LAYERS" />
 
-                    <!--  Layer list - using ListBox for proper selection with drag reordering  -->
+                <!--  Layer list - ScrollViewer fills available space dynamically  -->
+                <ScrollViewer
+                    Grid.Row="1"
+                    HorizontalScrollBarVisibility="Disabled"
+                    VerticalScrollBarVisibility="Auto">
                     <ListBox
                         x:Name="LayerItemsControl"
-                        Grid.Row="1"
                         VerticalAlignment="Top"
                         Background="Transparent"
                         BorderThickness="0"
@@ -452,10 +548,11 @@
                             </DataTemplate>
                         </ListBox.ItemTemplate>
                     </ListBox>
-                </Grid>
+                </ScrollViewer>
 
                 <!--  Recent Images Section (inside right panel)  -->
                 <Expander
+                    Grid.Row="2"
                     Margin="0,8,0,0"
                     Header="Recent Images"
                     IsExpanded="{Binding IsRecentImagesPanelExpanded}">
@@ -490,7 +587,7 @@
                         </ItemsControl>
                     </ScrollViewer>
                 </Expander>
-            </StackPanel>
+            </Grid>
         </controls:Card>
     </sg:SpacedGrid>
 </controls:UserControlBase>
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml.cs b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml.cs
index dcda41f9a..c97efd2c9 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml.cs
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml.cs
@@ -1,7 +1,10 @@
+using Avalonia;
 using Avalonia.Controls;
-using Avalonia.Controls.Primitives;
+using Avalonia.Input;
 using Avalonia.Interactivity;
 using Avalonia.LogicalTree;
+using Avalonia.Threading;
+using Avalonia.VisualTree;
 using Injectio.Attributes;
 using StabilityMatrix.Avalonia.Controls;
 using StabilityMatrix.Avalonia.Models.Inference;
@@ -13,6 +16,12 @@ namespace StabilityMatrix.Avalonia.Views.Dialogs;
 public partial class LayeredMaskEditorDialog : UserControlBase
 {
     private ListBox? layerListBox;
+    private ScrollViewer? layerScrollViewer;
+    private DispatcherTimer? autoScrollTimer;
+    private double autoScrollSpeed;
+    private const double AutoScrollEdgeThreshold = 50; // Pixels from edge to trigger auto-scroll
+    private const double AutoScrollBaseSpeed = 5; // Base scroll speed in pixels per tick
+    private bool isDragging;
 
     public LayeredMaskEditorDialog()
     {
@@ -29,7 +38,19 @@ protected override void OnLoaded(RoutedEventArgs e)
         if (layerListBox != null)
         {
             ((IChildIndexProvider)layerListBox).ChildIndexChanged += OnChildIndexChanged;
+
+            // Find the parent ScrollViewer
+            layerScrollViewer = layerListBox.FindAncestorOfType<ScrollViewer>();
         }
+
+        // Set up auto-scroll timer
+        autoScrollTimer = new DispatcherTimer { Interval = TimeSpan.FromMilliseconds(16) }; // ~60fps
+        autoScrollTimer.Tick += AutoScrollTimer_Tick;
+
+        // Subscribe to pointer events for drag detection
+        AddHandler(PointerMovedEvent, OnPointerMoved, RoutingStrategies.Tunnel);
+        AddHandler(PointerReleasedEvent, OnPointerReleased, RoutingStrategies.Tunnel);
+        AddHandler(PointerCaptureLostEvent, OnPointerCaptureLost, RoutingStrategies.Tunnel);
     }
 
     /// <inheritdoc />
@@ -42,6 +63,14 @@ protected override void OnUnloaded(RoutedEventArgs e)
         {
             ((IChildIndexProvider)layerListBox).ChildIndexChanged -= OnChildIndexChanged;
         }
+
+        // Clean up timer
+        autoScrollTimer?.Stop();
+        autoScrollTimer = null;
+
+        RemoveHandler(PointerMovedEvent, OnPointerMoved);
+        RemoveHandler(PointerReleasedEvent, OnPointerReleased);
+        RemoveHandler(PointerCaptureLostEvent, OnPointerCaptureLost);
     }
 
     /// <summary>
@@ -58,4 +87,97 @@ private void OnChildIndexChanged(object? sender, ChildIndexChangedEventArgs e)
             vm.OnLayerIndexChanged(layer, e.Index);
         }
     }
+
+    /// <summary>
+    /// Handles pointer move to detect dragging and trigger auto-scroll near edges.
+    /// </summary>
+    private void OnPointerMoved(object? sender, PointerEventArgs e)
+    {
+        if (layerScrollViewer == null || layerListBox == null)
+            return;
+
+        // Check if we're likely dragging (pointer is captured)
+        var pointer = e.Pointer;
+        if (pointer.Captured == null)
+        {
+            StopAutoScroll();
+            return;
+        }
+
+        // Check if pointer is over/near the layer list area
+        var scrollViewerBounds = layerScrollViewer.Bounds;
+        var pointerPos = e.GetPosition(layerScrollViewer);
+
+        // Only process if pointer is within the horizontal bounds of the ScrollViewer
+        if (pointerPos.X < 0 || pointerPos.X > scrollViewerBounds.Width)
+        {
+            StopAutoScroll();
+            return;
+        }
+
+        isDragging = true;
+
+        // Check if near top edge
+        if (pointerPos.Y < AutoScrollEdgeThreshold && pointerPos.Y >= -AutoScrollEdgeThreshold)
+        {
+            // Calculate speed based on proximity to edge (closer = faster)
+            var proximity = 1 - (pointerPos.Y / AutoScrollEdgeThreshold);
+            autoScrollSpeed = -AutoScrollBaseSpeed * Math.Max(1, proximity * 3);
+            StartAutoScroll();
+        }
+        // Check if near bottom edge
+        else if (
+            pointerPos.Y > scrollViewerBounds.Height - AutoScrollEdgeThreshold
+            && pointerPos.Y <= scrollViewerBounds.Height + AutoScrollEdgeThreshold
+        )
+        {
+            var distanceFromBottom = scrollViewerBounds.Height - pointerPos.Y;
+            var proximity = 1 - (distanceFromBottom / AutoScrollEdgeThreshold);
+            autoScrollSpeed = AutoScrollBaseSpeed * Math.Max(1, proximity * 3);
+            StartAutoScroll();
+        }
+        else
+        {
+            StopAutoScroll();
+        }
+    }
+
+    private void OnPointerReleased(object? sender, PointerReleasedEventArgs e)
+    {
+        isDragging = false;
+        StopAutoScroll();
+    }
+
+    private void OnPointerCaptureLost(object? sender, PointerCaptureLostEventArgs e)
+    {
+        isDragging = false;
+        StopAutoScroll();
+    }
+
+    private void StartAutoScroll()
+    {
+        if (autoScrollTimer != null && !autoScrollTimer.IsEnabled)
+        {
+            autoScrollTimer.Start();
+        }
+    }
+
+    private void StopAutoScroll()
+    {
+        autoScrollTimer?.Stop();
+        autoScrollSpeed = 0;
+    }
+
+    private void AutoScrollTimer_Tick(object? sender, EventArgs e)
+    {
+        if (layerScrollViewer == null || !isDragging || autoScrollSpeed == 0)
+        {
+            StopAutoScroll();
+            return;
+        }
+
+        var newOffset = layerScrollViewer.Offset.Y + autoScrollSpeed;
+        newOffset = Math.Max(0, Math.Min(newOffset, layerScrollViewer.ScrollBarMaximum.Y));
+        layerScrollViewer.Offset = new Vector(layerScrollViewer.Offset.X, newOffset);
+    }
 }

From 8a0c8af5bc00fd5fbba3f09b930f7c06df4a323e Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Fri, 16 Jan 2026 20:18:44 -0800
Subject: [PATCH 058/218] Add layer expansion state and cleanup functionality
 for regional prompts

---
 .../Models/Inference/MaskLayer.cs             |   8 +
 .../Controls/PaintCanvasViewModel.cs          | 208 ++++-----
 .../Dialogs/LayeredMaskEditorViewModel.cs     | 304 +++++++++----
 .../Inference/Modules/RegionalPromptModule.cs |  33 ++
 .../Dialogs/LayeredMaskEditorDialog.axaml     | 430 ++++++++++++------
 .../Dialogs/LayeredMaskEditorDialog.axaml.cs  | 122 +++++
 6 files changed, 770 insertions(+), 335 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs b/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
index 99f289c7f..628177496 100644
--- a/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
+++ b/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
@@ -177,6 +177,14 @@ public partial class MaskLayer : ObservableObject, IJsonLoadableState
     [ObservableProperty]
     private bool isLocked;
 
+    /// <summary>
+    /// Whether this layer's details are expanded in the UI.
+    /// Collapsed layers show only the header for compact view.
+    /// </summary>
+    [ObservableProperty]
+    [property: JsonIgnore]
+    private bool isExpanded = true;
+
     /// <summary>
     /// Display color for this layer in the editor (for visual distinction).
     /// Stored internally but serialized via ColorHex.
diff --git a/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
index e1f6a1bf2..89441068a 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
@@ -138,13 +138,6 @@ public partial class PaintCanvasViewModel(ILogger<PaintCanvasViewModel> logger)
     [JsonIgnore]
     private readonly ConcurrentDictionary<long, int> tempPathRenderedPoints = new();
 
-    /// <summary>
-    /// Stored GPU context for creating GPU-backed surfaces.
-    /// Updated each render frame from the main surface.
-    /// </summary>
-    [JsonIgnore]
-    private GRRecordingContext? currentGrContext;
-
     /// <summary>
     /// Whether to use GPU-accelerated surfaces when available.
     /// </summary>
@@ -1087,9 +1080,6 @@ public void RenderToSurface(
         var useGpu = UseGpuAcceleration && grContext != null;
         IsUsingGpu = useGpu;
 
-        // Store the context for use in cache creation
-        currentGrContext = grContext;
-
         // Initialize canvas layers
         foreach (var layer in Layers.Values)
         {
@@ -1399,12 +1389,8 @@ private void RenderTemporaryPathsIncremental(SKCanvas targetCanvas, SKPaint pain
             tempPathSurface?.Dispose();
             var imageInfo = new SKImageInfo(CanvasSize.Width, CanvasSize.Height);
 
-            // Try GPU surface first
-            if (IsUsingGpu && currentGrContext != null)
-            {
-                tempPathSurface = SKSurface.Create(currentGrContext, budgeted: true, imageInfo);
-            }
-            tempPathSurface ??= SKSurface.Create(imageInfo);
+            // Use CPU surface for temp paths to avoid GPU context threading issues
+            tempPathSurface = SKSurface.Create(imageInfo);
             tempPathSurface?.Canvas.Clear(SKColors.Transparent);
             tempPathRenderedPoints.Clear();
         }
@@ -1564,7 +1550,7 @@ public void ClearTempPathCache()
 
     /// <summary>
     /// Updates the path cache with all current completed paths.
-    /// Uses GPU-backed surface if GPU acceleration is active.
+    /// Uses CPU-only surfaces to avoid GPU context threading issues.
     /// </summary>
     private void UpdatePathCache()
     {
@@ -1577,41 +1563,14 @@ private void UpdatePathCache()
         }
 
         var imageInfo = new SKImageInfo(CanvasSize.Width, CanvasSize.Height);
-        SKSurface? cacheSurface = null;
-
-        // Try to create GPU-backed surface if GPU is active
-        if (IsUsingGpu && currentGrContext != null)
-        {
-            try
-            {
-                cacheSurface = SKSurface.Create(currentGrContext, budgeted: true, imageInfo);
-                if (cacheSurface != null && LogRenderingMode)
-                {
-                    logger.LogDebug("Created GPU-backed cache surface");
-                }
-            }
-            catch (Exception ex)
-            {
-                if (LogRenderingMode)
-                {
-                    logger.LogWarning(ex, "Failed to create GPU cache surface, falling back to CPU");
-                }
-            }
-        }
 
-        // Fallback to CPU surface if GPU failed or not available
-        if (cacheSurface == null)
-        {
-            cacheSurface = SKSurface.Create(imageInfo);
-            if (LogRenderingMode && IsUsingGpu)
-            {
-                logger.LogDebug("Created CPU cache surface (GPU context was unavailable)");
-            }
-        }
+        // Always use CPU surface for cache to avoid GPU context threading issues
+        // The cache is created once per set of completed paths, so CPU performance is acceptable
+        var cacheSurface = SKSurface.Create(imageInfo);
 
         if (cacheSurface == null)
         {
-            logger.LogWarning("Failed to create any cache surface");
+            logger.LogWarning("Failed to create cache surface");
             return;
         }
 
@@ -1635,7 +1594,7 @@ private void UpdatePathCache()
 
             if (LogRenderingMode)
             {
-                logger.LogDebug("Updated path cache with {Count} paths", cachedPathsCount);
+                logger.LogDebug("Updated path cache with {Count} paths (CPU surface)", cachedPathsCount);
             }
         }
     }
@@ -1653,7 +1612,37 @@ public static void RenderPenPath(
         SKColor? overrideColor = null
     )
     {
-        // Apply Color and blend mode
+        // Handle shape path types (Rectangle, Ellipse, Bitmap)
+        switch (penPath.PathType)
+        {
+            case PenPathType.Rectangle:
+            case PenPathType.Ellipse:
+                RenderShapePath(canvas, penPath, paint, overrideColor);
+                return;
+
+            case PenPathType.Bitmap:
+                RenderBitmapPath(canvas, penPath, paint, overrideColor);
+                return;
+
+            case PenPathType.Freehand:
+            default:
+                // Continue with freehand rendering below
+                RenderFreehandPath(canvas, penPath, paint, overrideColor);
+                return;
+        }
+    }
+
+    /// <summary>
+    /// Renders shape paths (Rectangle and Ellipse) to the canvas.
+    /// </summary>
+    private static void RenderShapePath(
+        SKCanvas canvas,
+        PenPath penPath,
+        SKPaint paint,
+        SKColor? overrideColor
+    )
+    {
+        // Apply color and blend mode
         if (penPath.IsErase)
         {
             paint.BlendMode = SKBlendMode.Clear;
@@ -1668,72 +1657,71 @@ public static void RenderPenPath(
         paint.IsDither = true;
         paint.IsAntialias = true;
 
-        // Handle shape path types (Rectangle, Ellipse, Bitmap)
-        switch (penPath.PathType)
+        if (penPath.IsStrokeOnly)
         {
-            case PenPathType.Rectangle:
-                if (penPath.IsStrokeOnly)
-                {
-                    paint.Style = SKPaintStyle.Stroke;
-                    paint.StrokeWidth = penPath.StrokeWidth;
-                }
-                else
-                {
-                    paint.Style = SKPaintStyle.Fill;
-                }
-                canvas.DrawRect(penPath.Bounds, paint);
-                return;
+            paint.Style = SKPaintStyle.Stroke;
+            paint.StrokeWidth = penPath.StrokeWidth;
+        }
+        else
+        {
+            paint.Style = SKPaintStyle.Fill;
+        }
 
-            case PenPathType.Ellipse:
-                if (penPath.IsStrokeOnly)
-                {
-                    paint.Style = SKPaintStyle.Stroke;
-                    paint.StrokeWidth = penPath.StrokeWidth;
-                }
-                else
-                {
-                    paint.Style = SKPaintStyle.Fill;
-                }
-                canvas.DrawOval(penPath.Bounds, paint);
-                return;
+        if (penPath.PathType == PenPathType.Rectangle)
+        {
+            canvas.DrawRect(penPath.Bounds, paint);
+        }
+        else // Ellipse
+        {
+            canvas.DrawOval(penPath.Bounds, paint);
+        }
+    }
 
-            case PenPathType.Bitmap:
-                if (penPath.BitmapData != null)
-                {
-                    if (overrideColor.HasValue)
-                    {
-                        // Apply color filter to replace colors with override while keeping alpha
-                        var color = overrideColor.Value;
-                        using var colorPaint = new SKPaint();
-                        // Color matrix that replaces RGB with override color, preserves alpha
-                        // csharpier-ignore
-                        colorPaint.ColorFilter = SKColorFilter.CreateColorMatrix(
-                        [
-                            0, 0, 0, 0, color.Red / 255f,
-                            0, 0, 0, 0, color.Green / 255f,
-                            0, 0, 0, 0, color.Blue / 255f,
-                            0, 0, 0, 1, 0
-                        ]);
-                        canvas.DrawBitmap(
-                            penPath.BitmapData,
-                            penPath.Bounds.Left,
-                            penPath.Bounds.Top,
-                            colorPaint
-                        );
-                    }
-                    else
-                    {
-                        canvas.DrawBitmap(penPath.BitmapData, penPath.Bounds.Left, penPath.Bounds.Top);
-                    }
-                }
-                return;
+    /// <summary>
+    /// Renders bitmap paths to the canvas with optional color override.
+    /// </summary>
+    private static void RenderBitmapPath(
+        SKCanvas canvas,
+        PenPath penPath,
+        SKPaint paint,
+        SKColor? overrideColor
+    )
+    {
+        if (penPath.BitmapData == null)
+            return;
 
-            case PenPathType.Freehand:
-            default:
-                // Continue with freehand rendering below
-                break;
+        if (overrideColor.HasValue)
+        {
+            // Apply color filter to replace colors with override while keeping alpha
+            var color = overrideColor.Value;
+            using var colorPaint = new SKPaint();
+            // Color matrix that replaces RGB with override color, preserves alpha
+            // csharpier-ignore
+            colorPaint.ColorFilter = SKColorFilter.CreateColorMatrix(
+            [
+                0, 0, 0, 0, color.Red / 255f,
+                0, 0, 0, 0, color.Green / 255f,
+                0, 0, 0, 0, color.Blue / 255f,
+                0, 0, 0, 1, 0
+            ]);
+            canvas.DrawBitmap(penPath.BitmapData, penPath.Bounds.Left, penPath.Bounds.Top, colorPaint);
+        }
+        else
+        {
+            canvas.DrawBitmap(penPath.BitmapData, penPath.Bounds.Left, penPath.Bounds.Top);
         }
+    }
 
+    /// <summary>
+    /// Renders freehand paths with pressure-sensitive strokes to the canvas.
+    /// </summary>
+    private static void RenderFreehandPath(
+        SKCanvas canvas,
+        PenPath penPath,
+        SKPaint paint,
+        SKColor? overrideColor = null
+    )
+    {
         // Freehand path rendering
         if (penPath.Points.Count == 0)
         {
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
index 02de39c0e..3423fa66a 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
@@ -59,6 +59,12 @@ public partial class LayeredMaskEditorViewModel : LoadableViewModelBase, IDispos
     [ObservableProperty]
     private bool isRecentImagesPanelExpanded;
 
+    /// <summary>
+    ///     Counter to suppress layer index change callbacks from programmatic list updates.
+    ///     This keeps drag-drop callbacks from fighting keyboard and button reorders.
+    /// </summary>
+    private int layerIndexChangeSuppressionCount;
+
     private int layerCounter;
 
     /// <summary>
@@ -390,25 +396,28 @@ private void DeleteLayer()
         // Save current layer before removing
         SaveCurrentLayerPaths();
 
-        var layerToRemove = SelectedLayer;
-        var index = Layers.IndexOf(layerToRemove);
+        RunWithLayerIndexChangeSuppressed(() =>
+        {
+            var layerToRemove = SelectedLayer;
+            var index = Layers.IndexOf(layerToRemove);
 
-        // Unsubscribe and dispose before removing
-        CleanupLayer(layerToRemove);
-        Layers.Remove(layerToRemove);
+            // Unsubscribe and dispose before removing
+            CleanupLayer(layerToRemove);
+            Layers.Remove(layerToRemove);
 
-        // Select adjacent layer
-        if (Layers.Count > 0)
-        {
-            SelectedLayer = Layers[Math.Min(index, Layers.Count - 1)];
-            SyncSelectedLayerToCanvas();
-        }
-        else
-        {
-            SelectedLayer = null;
-            PaintCanvasViewModel.Paths = [];
-            PaintCanvasViewModel.RefreshCanvas?.Invoke();
-        }
+            // Select adjacent layer
+            if (Layers.Count > 0)
+            {
+                SelectedLayer = Layers[Math.Min(index, Layers.Count - 1)];
+                SyncSelectedLayerToCanvas();
+            }
+            else
+            {
+                SelectedLayer = null;
+                PaintCanvasViewModel.Paths = [];
+                PaintCanvasViewModel.RefreshCanvas?.Invoke();
+            }
+        });
     }
 
     /// <summary>
@@ -426,20 +435,26 @@ private bool CanDeleteLayer()
     }
 
     /// <summary>
-    ///     Moves the specified layer (or selected layer if null) up in the list (toward top of list = drawn on TOP).
+    ///     Moves the specified layer (or selected layer if null) up in the list (toward top of list = drawn ON TOP of
+    ///     others).
     /// </summary>
     [RelayCommand]
     private void MoveLayerUp(MaskLayer? layer)
     {
         layer ??= SelectedLayer;
-        if (layer is null)
+        if (layer is null || Layers.Count <= 1)
             return;
 
         var index = Layers.IndexOf(layer);
         if (index > 0)
         {
-            Layers.Move(index, index - 1);
-            SyncSelectedLayerToCanvas();
+            SaveCurrentLayerPaths();
+            RunWithLayerIndexChangeSuppressed(() =>
+            {
+                Layers.Move(index, index - 1);
+                SelectedLayer = layer;
+                SyncSelectedLayerToCanvas();
+            });
         }
     }
 
@@ -451,14 +466,32 @@ private void MoveLayerUp(MaskLayer? layer)
     private void MoveLayerDown(MaskLayer? layer)
     {
         layer ??= SelectedLayer;
-        if (layer is null)
+        if (layer is null || Layers.Count <= 1)
             return;
 
         var index = Layers.IndexOf(layer);
-        if (index < Layers.Count - 1)
+        if (index >= 0 && index < Layers.Count - 1)
         {
-            Layers.Move(index, index + 1);
-            SyncSelectedLayerToCanvas();
+            SaveCurrentLayerPaths();
+            RunWithLayerIndexChangeSuppressed(() =>
+            {
+                Layers.Move(index, index + 1);
+                SelectedLayer = layer;
+                SyncSelectedLayerToCanvas();
+            });
+        }
+    }
+
+    private void RunWithLayerIndexChangeSuppressed(Action action)
+    {
+        layerIndexChangeSuppressionCount++;
+        try
+        {
+            action();
+        }
+        finally
+        {
+            layerIndexChangeSuppressionCount = Math.Max(0, layerIndexChangeSuppressionCount - 1);
         }
     }
 
@@ -470,18 +503,27 @@ private void MoveLayerDown(MaskLayer? layer)
     /// <param name="newIndex">The new index where the layer was dropped.</param>
     public void OnLayerIndexChanged(MaskLayer layer, int newIndex)
     {
+        if (layerIndexChangeSuppressionCount > 0)
+            return;
+
         var currentIndex = Layers.IndexOf(layer);
         if (currentIndex < 0 || currentIndex == newIndex)
             return;
 
+        if (newIndex < 0 || newIndex >= Layers.Count)
+            return;
+
         // Save current layer paths before moving
         SaveCurrentLayerPaths();
 
-        // Move the layer to the new position
-        Layers.Move(currentIndex, newIndex);
+        RunWithLayerIndexChangeSuppressed(() =>
+        {
+            // Move the layer to the new position
+            Layers.Move(currentIndex, newIndex);
 
-        // Refresh the canvas to reflect the new layer order
-        SyncSelectedLayerToCanvas();
+            // Refresh the canvas to reflect the new layer order
+            SyncSelectedLayerToCanvas();
+        });
     }
 
     /// <summary>
@@ -506,6 +548,89 @@ private void FillLayer()
         SyncSelectedLayerToCanvas();
     }
 
+    /// <summary>
+    ///     Clears all layers and creates a fresh empty layer.
+    /// </summary>
+    [RelayCommand]
+    private void ClearAllLayers()
+    {
+        // Save current layer before clearing
+        SaveCurrentLayerPaths();
+
+        RunWithLayerIndexChangeSuppressed(() =>
+        {
+            // Clear all layers
+            SelectedLayer = null;
+            foreach (var layer in Layers)
+                CleanupLayer(layer);
+            Layers.Clear();
+            layerCounter = 0;
+
+            // Add a fresh layer
+            AddLayer();
+        });
+    }
+
+    /// <summary>
+    ///     Inverts the selected layer's mask by creating a full-canvas fill
+    ///     and setting the existing paths to erase mode.
+    /// </summary>
+    [RelayCommand]
+    private void InvertLayer()
+    {
+        if (SelectedLayer is null || SelectedLayer.LayerType != MaskLayerType.Paint)
+            return;
+
+        // Save current paths
+        SaveCurrentLayerPaths();
+
+        var currentPaths = SelectedLayer.Paths;
+
+        // If no paths, fill the entire canvas
+        if (currentPaths.Count == 0)
+        {
+            FillLayer();
+            return;
+        }
+
+        // Create a full canvas fill as the base
+        var fullFill = new PenPath
+        {
+            PathType = PenPathType.Rectangle,
+            FillColor = SelectedLayer.DisplayColor,
+            Bounds = new SKRect(0, 0, CanvasSize.Width, CanvasSize.Height),
+        };
+
+        // Convert existing paths to erase mode
+        var erasePaths = currentPaths.Select(p => p with { IsErase = !p.IsErase }).ToList();
+
+        // Rebuild paths: full fill first, then inverted paths
+        var newPaths = ImmutableList.Create(fullFill).AddRange(erasePaths);
+        SelectedLayer.Paths = newPaths;
+
+        SyncSelectedLayerToCanvas();
+    }
+
+    /// <summary>
+    ///     Expands all layer details.
+    /// </summary>
+    [RelayCommand]
+    private void ExpandAllLayers()
+    {
+        foreach (var layer in Layers)
+            layer.IsExpanded = true;
+    }
+
+    /// <summary>
+    ///     Collapses all layer details.
+    /// </summary>
+    [RelayCommand]
+    private void CollapseAllLayers()
+    {
+        foreach (var layer in Layers)
+            layer.IsExpanded = false;
+    }
+
     #region Quick Division Presets
 
     /// <summary>
@@ -528,65 +653,68 @@ private void CreateQuickDivisionLayers(SKRect[] divisions, string[]? names = nul
             .Select(l => (l.Prompt, l.NegativePrompt, l.Strength, l.ConditioningArea, l.Opacity, l.IsEnabled))
             .ToList();
 
-        // Clear existing layers
-        SelectedLayer = null;
-        foreach (var layer in Layers)
-            CleanupLayer(layer);
-        Layers.Clear();
-        layerCounter = 0;
-
-        // Create new layers for each division
-        for (var i = 0; i < divisions.Length; i++)
+        RunWithLayerIndexChangeSuppressed(() =>
         {
-            layerCounter++;
-            var layer = new MaskLayer
-            {
-                Name = names != null && i < names.Length ? names[i] : $"Region {layerCounter}",
-                DisplayColor = MaskLayerColors.GetByIndex(layerCounter - 1),
-            };
+            // Clear existing layers
+            SelectedLayer = null;
+            foreach (var layer in Layers)
+                CleanupLayer(layer);
+            Layers.Clear();
+            layerCounter = 0;
 
-            // Restore settings from existing layers if available
-            // This preserves prompts from the first N existing layers
-            if (i < existingSettings.Count)
+            // Create new layers for each division
+            for (var i = 0; i < divisions.Length; i++)
             {
-                var settings = existingSettings[i];
-                layer.Prompt = settings.Prompt;
-                layer.NegativePrompt = settings.NegativePrompt;
-                layer.Strength = settings.Strength;
-                layer.ConditioningArea = settings.ConditioningArea;
-                layer.Opacity = settings.Opacity;
-                layer.IsEnabled = settings.IsEnabled;
-            }
+                layerCounter++;
+                var layer = new MaskLayer
+                {
+                    Name = names != null && i < names.Length ? names[i] : $"Region {layerCounter}",
+                    DisplayColor = MaskLayerColors.GetByIndex(layerCounter - 1),
+                };
 
-            // Calculate the actual pixel bounds from fractions
-            var fractionalRect = divisions[i];
-            var pixelRect = new SKRect(
-                fractionalRect.Left * CanvasSize.Width,
-                fractionalRect.Top * CanvasSize.Height,
-                fractionalRect.Right * CanvasSize.Width,
-                fractionalRect.Bottom * CanvasSize.Height
-            );
+                // Restore settings from existing layers if available
+                // This preserves prompts from the first N existing layers
+                if (i < existingSettings.Count)
+                {
+                    var settings = existingSettings[i];
+                    layer.Prompt = settings.Prompt;
+                    layer.NegativePrompt = settings.NegativePrompt;
+                    layer.Strength = settings.Strength;
+                    layer.ConditioningArea = settings.ConditioningArea;
+                    layer.Opacity = settings.Opacity;
+                    layer.IsEnabled = settings.IsEnabled;
+                }
 
-            // Create a filled rectangle for this region
-            var fillPath = new PenPath
-            {
-                PathType = PenPathType.Rectangle,
-                FillColor = layer.DisplayColor,
-                Bounds = pixelRect,
-            };
-            layer.Paths = layer.Paths.Add(fillPath);
+                // Calculate the actual pixel bounds from fractions
+                var fractionalRect = divisions[i];
+                var pixelRect = new SKRect(
+                    fractionalRect.Left * CanvasSize.Width,
+                    fractionalRect.Top * CanvasSize.Height,
+                    fractionalRect.Right * CanvasSize.Width,
+                    fractionalRect.Bottom * CanvasSize.Height
+                );
+
+                // Create a filled rectangle for this region
+                var fillPath = new PenPath
+                {
+                    PathType = PenPathType.Rectangle,
+                    FillColor = layer.DisplayColor,
+                    Bounds = pixelRect,
+                };
+                layer.Paths = layer.Paths.Add(fillPath);
 
-            // Subscribe to layer property changes
-            layer.PropertyChanged += Layer_PropertyChanged;
+                // Subscribe to layer property changes
+                layer.PropertyChanged += Layer_PropertyChanged;
 
-            Layers.Add(layer);
-        }
+                Layers.Add(layer);
+            }
 
-        // Select the first layer
-        if (Layers.Count > 0)
-            SelectedLayer = Layers[0];
+            // Select the first layer
+            if (Layers.Count > 0)
+                SelectedLayer = Layers[0];
 
-        SyncSelectedLayerToCanvas();
+            SyncSelectedLayerToCanvas();
+        });
     }
 
     /// <summary>
@@ -873,9 +1001,12 @@ private void DuplicateLayer()
 
         // Insert after current layer
         var index = Layers.IndexOf(SelectedLayer);
-        Layers.Insert(index + 1, clone);
-        SelectedLayer = clone;
-        SyncSelectedLayerToCanvas();
+        RunWithLayerIndexChangeSuppressed(() =>
+        {
+            Layers.Insert(index + 1, clone);
+            SelectedLayer = clone;
+            SyncSelectedLayerToCanvas();
+        });
     }
 
     /// <summary>
@@ -1003,9 +1134,12 @@ private async Task ImportMaskAsLayerAsync()
         };
 
         newLayer.Paths = [maskPath];
-        Layers.Insert(0, newLayer);
-        SelectedLayer = newLayer;
-        SyncSelectedLayerToCanvas();
+        RunWithLayerIndexChangeSuppressed(() =>
+        {
+            Layers.Insert(0, newLayer);
+            SelectedLayer = newLayer;
+            SyncSelectedLayerToCanvas();
+        });
     }
 
     /// <summary>
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/Modules/RegionalPromptModule.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/Modules/RegionalPromptModule.cs
index 17c9c82c9..7a61e9bd3 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/Modules/RegionalPromptModule.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/Modules/RegionalPromptModule.cs
@@ -43,6 +43,9 @@ protected override void OnApplyStep(ModuleApplyStepEventArgs e)
         var card = GetCard<RegionalPromptCardViewModel>();
         maskCounter = 0;
 
+        // Clean up old mask files from previous generations
+        CleanupOldMaskFiles();
+
         // Sync canvas size from the generation resolution
         // This ensures masks are rendered at the correct size even if user changed dimensions
         var primarySize = e.Builder.Connections.PrimarySize;
@@ -231,6 +234,36 @@ RegionalPromptCardViewModel card
         e.Temp.Refiner.Conditioning = (refinerPositive, refinerNegative);
     }
 
+    /// <summary>
+    /// Cleans up old mask files from previous generations to prevent temp directory accumulation.
+    /// </summary>
+    private static void CleanupOldMaskFiles()
+    {
+        var tempPath = Path.Combine(Path.GetTempPath(), "StabilityMatrix", "RegionalPrompts");
+        if (!Directory.Exists(tempPath))
+            return;
+
+        try
+        {
+            // Delete all regional mask files from previous sessions
+            foreach (var file in Directory.GetFiles(tempPath, "regional_mask_*.png"))
+            {
+                try
+                {
+                    File.Delete(file);
+                }
+                catch
+                {
+                    // Ignore individual file deletion errors - file may be in use
+                }
+            }
+        }
+        catch
+        {
+            // Ignore cleanup errors - not critical to generation
+        }
+    }
+
     /// <summary>
     /// Generates a unique filename for a layer mask.
     /// </summary>
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
index cf017529d..c982345a7 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
@@ -34,8 +34,9 @@
         <!--  Top toolbar spanning both columns  -->
         <controls:Card Grid.ColumnSpan="2" Padding="12,8">
             <Grid ColumnDefinitions="Auto,*,Auto">
-                <!--  Left: Layer add/remove buttons  -->
+                <!--  Left: Global action buttons  -->
                 <StackPanel Orientation="Horizontal" Spacing="8">
+                    <!--  Create group  -->
                     <Button
                         Classes="transparent"
                         Command="{Binding AddLayerCommand}"
@@ -54,46 +55,35 @@
                         ToolTip.Tip="Browse for Image...">
                         <fluentIcons:SymbolIcon FontSize="18" Symbol="FolderOpen" />
                     </Button>
-                    <Button
-                        Classes="transparent"
-                        Command="{Binding DeleteLayerCommand}"
-                        ToolTip.Tip="Delete Layer">
-                        <fluentIcons:SymbolIcon FontSize="18" Symbol="Delete" />
-                    </Button>
+
                     <Rectangle
                         Width="1"
                         Margin="4,4"
                         VerticalAlignment="Stretch"
                         Fill="{DynamicResource DividerStrokeColorDefaultBrush}" />
+
+                    <!--  Global operations  -->
                     <Button
                         Classes="transparent"
-                        Command="{Binding FillLayerCommand}"
-                        ToolTip.Tip="Fill Layer">
-                        <fluentIcons:SymbolIcon FontSize="18" Symbol="PaintBucket" />
-                    </Button>
-                    <Button
-                        Classes="transparent"
-                        Command="{Binding DuplicateLayerCommand}"
-                        ToolTip.Tip="Duplicate Layer">
-                        <fluentIcons:SymbolIcon FontSize="18" Symbol="Copy" />
+                        Command="{Binding ClearAllLayersCommand}"
+                        ToolTip.Tip="Clear All Layers (Ctrl+Shift+Delete)">
+                        <fluentIcons:SymbolIcon FontSize="18" Symbol="DeleteDismiss" />
                     </Button>
+
                     <Rectangle
                         Width="1"
                         Margin="4,4"
                         VerticalAlignment="Stretch"
                         Fill="{DynamicResource DividerStrokeColorDefaultBrush}" />
-                    <Button
-                        Classes="transparent"
-                        Command="{Binding ExportLayerAsMaskCommand}"
-                        ToolTip.Tip="Export layer as mask PNG">
-                        <fluentIcons:SymbolIcon FontSize="18" Symbol="ArrowExportUp" />
-                    </Button>
+
+                    <!--  Import/Export  -->
                     <Button
                         Classes="transparent"
                         Command="{Binding ImportMaskAsLayerCommand}"
                         ToolTip.Tip="Import mask image as new layer">
                         <fluentIcons:SymbolIcon FontSize="18" Symbol="ArrowDownload" />
                     </Button>
+
                     <Rectangle
                         Width="1"
                         Margin="4,4"
@@ -104,32 +94,32 @@
                         <Button.Flyout>
                             <ui:FAMenuFlyout Placement="BottomEdgeAlignedLeft">
                                 <!--  Horizontal Splits  -->
-                                <ui:MenuFlyoutSubItem Text="Horizontal Splits">
+                                <ui:MenuFlyoutSubItem Text="Columns">
                                     <ui:MenuFlyoutSubItem.IconSource>
-                                        <fluentIcons:SymbolIconSource Symbol="SplitHorizontal" />
+                                        <fluentIcons:SymbolIconSource Symbol="SplitVertical" />
                                     </ui:MenuFlyoutSubItem.IconSource>
-                                    <ui:MenuFlyoutItem Command="{Binding QuickDivisionHorizontal5050Command}" Text="50/50 (Left | Right)">
+                                    <ui:MenuFlyoutItem Command="{Binding QuickDivisionHorizontal5050Command}" Text="2 Columns (Left | Right)">
                                         <ui:MenuFlyoutItem.IconSource>
                                             <fluentIcons:SymbolIconSource Symbol="LayoutColumnTwoSplitLeft" />
                                         </ui:MenuFlyoutItem.IconSource>
                                     </ui:MenuFlyoutItem>
-                                    <ui:MenuFlyoutItem Command="{Binding QuickDivisionHorizontal333333Command}" Text="33/33/33 (Thirds)">
+                                    <ui:MenuFlyoutItem Command="{Binding QuickDivisionHorizontal333333Command}" Text="3 Columns (Thirds)">
                                         <ui:MenuFlyoutItem.IconSource>
                                             <fluentIcons:SymbolIconSource Symbol="LayoutColumnThree" />
                                         </ui:MenuFlyoutItem.IconSource>
                                     </ui:MenuFlyoutItem>
                                 </ui:MenuFlyoutSubItem>
                                 <!--  Vertical Splits  -->
-                                <ui:MenuFlyoutSubItem Text="Vertical Splits">
+                                <ui:MenuFlyoutSubItem Text="Rows">
                                     <ui:MenuFlyoutSubItem.IconSource>
-                                        <fluentIcons:SymbolIconSource Symbol="SplitVertical" />
+                                        <fluentIcons:SymbolIconSource Symbol="SplitHorizontal" />
                                     </ui:MenuFlyoutSubItem.IconSource>
-                                    <ui:MenuFlyoutItem Command="{Binding QuickDivisionVertical5050Command}" Text="50/50 (Top | Bottom)">
+                                    <ui:MenuFlyoutItem Command="{Binding QuickDivisionVertical5050Command}" Text="2 Rows (Top | Bottom)">
                                         <ui:MenuFlyoutItem.IconSource>
                                             <fluentIcons:SymbolIconSource Symbol="LayoutRowTwoSplitTop" />
                                         </ui:MenuFlyoutItem.IconSource>
                                     </ui:MenuFlyoutItem>
-                                    <ui:MenuFlyoutItem Command="{Binding QuickDivisionVertical333333Command}" Text="33/33/33 (Thirds)">
+                                    <ui:MenuFlyoutItem Command="{Binding QuickDivisionVertical333333Command}" Text="3 Rows (Thirds)">
                                         <ui:MenuFlyoutItem.IconSource>
                                             <fluentIcons:SymbolIconSource Symbol="LayoutRowThree" />
                                         </ui:MenuFlyoutItem.IconSource>
@@ -221,12 +211,35 @@
             VerticalAlignment="Stretch"
             VerticalContentAlignment="Stretch">
             <Grid RowDefinitions="Auto,*,Auto">
-                <TextBlock
-                    Margin="4,0,0,8"
-                    FontSize="12"
-                    FontWeight="SemiBold"
-                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
-                    Text="LAYERS" />
+                <!--  Header with Expand/Collapse All buttons  -->
+                <Grid ColumnDefinitions="*,Auto,Auto">
+                    <TextBlock
+                        Margin="4,0,0,8"
+                        VerticalAlignment="Center"
+                        FontSize="12"
+                        FontWeight="SemiBold"
+                        Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                        Text="LAYERS" />
+                    <Button
+                        Grid.Column="1"
+                        Margin="0,0,4,0"
+                        Padding="4"
+                        VerticalAlignment="Center"
+                        Classes="transparent"
+                        Command="{Binding ExpandAllLayersCommand}"
+                        ToolTip.Tip="Expand all layers">
+                        <fluentIcons:SymbolIcon FontSize="14" Symbol="ChevronDoubleDown" />
+                    </Button>
+                    <Button
+                        Grid.Column="2"
+                        Padding="4"
+                        VerticalAlignment="Center"
+                        Classes="transparent"
+                        Command="{Binding CollapseAllLayersCommand}"
+                        ToolTip.Tip="Collapse all layers">
+                        <fluentIcons:SymbolIcon FontSize="14" Symbol="ChevronDoubleUp" />
+                    </Button>
+                </Grid>
 
                 <!--  Layer list - ScrollViewer fills available space dynamically  -->
                 <ScrollViewer
@@ -238,7 +251,7 @@
                         VerticalAlignment="Top"
                         Background="Transparent"
                         BorderThickness="0"
-                        Classes="draggableVirtualizing"
+                        Classes="draggable"
                         ItemsSource="{Binding Layers}"
                         SelectedItem="{Binding SelectedLayer}"
                         SelectionMode="AlwaysSelected"
@@ -271,6 +284,51 @@
                                         </Style>
                                     </Border.Styles>
 
+                                    <!--  Right-click context menu  -->
+                                    <Border.ContextFlyout>
+                                        <ui:FAMenuFlyout Placement="BottomEdgeAlignedLeft">
+                                            <ui:MenuFlyoutItem
+                                                Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).DuplicateLayerCommand}"
+                                                InputGesture="Ctrl+D"
+                                                Text="Duplicate">
+                                                <ui:MenuFlyoutItem.IconSource>
+                                                    <fluentIcons:SymbolIconSource Symbol="Copy" />
+                                                </ui:MenuFlyoutItem.IconSource>
+                                            </ui:MenuFlyoutItem>
+                                            <ui:MenuFlyoutItem
+                                                Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).FillLayerCommand}"
+                                                InputGesture="Ctrl+F"
+                                                Text="Fill Layer">
+                                                <ui:MenuFlyoutItem.IconSource>
+                                                    <fluentIcons:SymbolIconSource Symbol="PaintBucket" />
+                                                </ui:MenuFlyoutItem.IconSource>
+                                            </ui:MenuFlyoutItem>
+                                            <ui:MenuFlyoutItem
+                                                Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).InvertLayerCommand}"
+                                                InputGesture="Ctrl+I"
+                                                Text="Invert Mask">
+                                                <ui:MenuFlyoutItem.IconSource>
+                                                    <fluentIcons:SymbolIconSource Symbol="SelectAllOn" />
+                                                </ui:MenuFlyoutItem.IconSource>
+                                            </ui:MenuFlyoutItem>
+                                            <ui:MenuFlyoutSeparator />
+                                            <ui:MenuFlyoutItem Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).ExportLayerAsMaskCommand}" Text="Export as Mask">
+                                                <ui:MenuFlyoutItem.IconSource>
+                                                    <fluentIcons:SymbolIconSource Symbol="ArrowExportUp" />
+                                                </ui:MenuFlyoutItem.IconSource>
+                                            </ui:MenuFlyoutItem>
+                                            <ui:MenuFlyoutSeparator />
+                                            <ui:MenuFlyoutItem
+                                                Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).DeleteLayerCommand}"
+                                                InputGesture="Delete"
+                                                Text="Delete">
+                                                <ui:MenuFlyoutItem.IconSource>
+                                                    <fluentIcons:SymbolIconSource Symbol="Delete" />
+                                                </ui:MenuFlyoutItem.IconSource>
+                                            </ui:MenuFlyoutItem>
+                                        </ui:FAMenuFlyout>
+                                    </Border.ContextFlyout>
+
                                     <Panel>
                                         <!--  Editing Badge - corner overlay  -->
                                         <Border
@@ -287,121 +345,213 @@
 
                                         <Grid RowDefinitions="Auto,Auto">
                                             <!--  Row 0: Title bar with drag handle and controls  -->
+                                            <!--  Layer header with two rows for better spacing  -->
                                             <Border
-                                                Padding="4,4"
+                                                x:Name="LayerHeaderBorder"
+                                                Padding="4"
                                                 Background="{DynamicResource CardBackgroundFillColorSecondaryBrush}"
                                                 CornerRadius="6,6,0,0"
                                                 Cursor="SizeAll"
                                                 ToolTip.Tip="Drag to reorder">
-                                                <Grid ColumnDefinitions="Auto,Auto,Auto,Auto,*,Auto,Auto">
-                                                    <!--  Drag grip icon  -->
-                                                    <fluentIcons:SymbolIcon
-                                                        Margin="4,0,4,0"
-                                                        VerticalAlignment="Center"
-                                                        FontSize="16"
-                                                        Foreground="{DynamicResource TextFillColorTertiaryBrush}"
-                                                        Symbol="ReOrder" />
-
-                                                    <!--  Enable for generation  -->
-                                                    <ToggleButton
-                                                        Grid.Column="1"
-                                                        Margin="4,0,0,0"
-                                                        Padding="4"
-                                                        Classes="transparent"
-                                                        IsChecked="{Binding IsEnabled}"
-                                                        ToolTip.Tip="Enable for generation">
-                                                        <Panel>
-                                                            <fluentIcons:SymbolIcon
-                                                                FontSize="16"
-                                                                IsVisible="{Binding IsEnabled}"
-                                                                Symbol="CheckmarkCircle" />
-                                                            <fluentIcons:SymbolIcon
-                                                                FontSize="16"
-                                                                Foreground="{DynamicResource TextFillColorTertiaryBrush}"
-                                                                IsVisible="{Binding !IsEnabled}"
-                                                                Symbol="DismissCircle" />
-                                                        </Panel>
-                                                    </ToggleButton>
-
-                                                    <!--  Visibility toggle  -->
-                                                    <ToggleButton
-                                                        Grid.Column="2"
-                                                        Margin="7,0,8,0"
-                                                        Padding="4"
-                                                        Classes="transparent"
-                                                        IsChecked="{Binding IsVisible}"
-                                                        ToolTip.Tip="Toggle visibility">
-                                                        <Panel>
-                                                            <fluentIcons:SymbolIcon
-                                                                FontSize="16"
-                                                                IsVisible="{Binding IsVisible}"
-                                                                Symbol="Eye" />
-                                                            <fluentIcons:SymbolIcon
-                                                                FontSize="16"
-                                                                IsVisible="{Binding !IsVisible}"
-                                                                Symbol="EyeOff" />
-                                                        </Panel>
-                                                    </ToggleButton>
-
-                                                    <!--  Lock toggle  -->
-                                                    <ToggleButton
-                                                        Grid.Column="3"
-                                                        Margin="0,0,5,0"
-                                                        Padding="4"
-                                                        Classes="transparent"
-                                                        IsChecked="{Binding IsLocked}"
-                                                        ToolTip.Tip="Lock layer (prevent drawing)">
-                                                        <Panel>
-                                                            <fluentIcons:SymbolIcon
-                                                                FontSize="16"
-                                                                IsVisible="{Binding IsLocked}"
-                                                                Symbol="LockClosed" />
-                                                            <fluentIcons:SymbolIcon
-                                                                FontSize="16"
-                                                                IsVisible="{Binding !IsLocked}"
-                                                                Symbol="LockOpen" />
-                                                        </Panel>
-                                                    </ToggleButton>
-
-                                                    <!--  Layer name  -->
-                                                    <TextBox
-                                                        Grid.Column="4"
-                                                        MinHeight="0"
-                                                        Margin="4,0"
-                                                        Padding="9,3"
-                                                        VerticalAlignment="Center"
-                                                        Text="{Binding Name}"
-                                                        Watermark="Layer name" />
-
-                                                    <!--  Color Picker  -->
-                                                    <ui:ColorPickerButton
-                                                        Grid.Column="5"
-                                                        Margin="5,0"
-                                                        VerticalAlignment="Center"
-                                                        ToolTip.Tip="Choose layer color"
-                                                        Color="{Binding AvaloniaDisplayColor}" />
-
-                                                    <!--  Layer type badge  -->
-                                                    <Border
-                                                        Grid.Column="6"
+                                                <Grid RowDefinitions="Auto,Auto" RowSpacing="6">
+                                                    <!--  Row 0: Core controls and name  -->
+                                                    <Grid ColumnDefinitions="Auto,Auto,Auto,Auto,*,Auto">
+                                                        <!--  Drag grip icon  -->
+                                                        <fluentIcons:SymbolIcon
+                                                            Margin="4,0,4,0"
+                                                            VerticalAlignment="Center"
+                                                            FontSize="16"
+                                                            Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                            Symbol="ReOrder" />
+
+                                                        <!--  Enable for generation  -->
+                                                        <ToggleButton
+                                                            Grid.Column="1"
+                                                            Margin="4,0,0,0"
+                                                            Padding="4"
+                                                            Classes="transparent"
+                                                            IsChecked="{Binding IsEnabled}"
+                                                            ToolTip.Tip="Enable for generation">
+                                                            <Panel>
+                                                                <fluentIcons:SymbolIcon
+                                                                    FontSize="16"
+                                                                    IsVisible="{Binding IsEnabled}"
+                                                                    Symbol="CheckmarkCircle" />
+                                                                <fluentIcons:SymbolIcon
+                                                                    FontSize="16"
+                                                                    Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                                    IsVisible="{Binding !IsEnabled}"
+                                                                    Symbol="DismissCircle" />
+                                                            </Panel>
+                                                        </ToggleButton>
+
+                                                        <!--  Visibility toggle  -->
+                                                        <ToggleButton
+                                                            Grid.Column="2"
+                                                            Margin="4,0"
+                                                            Padding="4"
+                                                            Classes="transparent"
+                                                            IsChecked="{Binding IsVisible}"
+                                                            ToolTip.Tip="Toggle visibility">
+                                                            <Panel>
+                                                                <fluentIcons:SymbolIcon
+                                                                    FontSize="16"
+                                                                    IsVisible="{Binding IsVisible}"
+                                                                    Symbol="Eye" />
+                                                                <fluentIcons:SymbolIcon
+                                                                    FontSize="16"
+                                                                    IsVisible="{Binding !IsVisible}"
+                                                                    Symbol="EyeOff" />
+                                                            </Panel>
+                                                        </ToggleButton>
+
+                                                        <!--  Lock toggle  -->
+                                                        <ToggleButton
+                                                            Grid.Column="3"
+                                                            Margin="0,0,4,0"
+                                                            Padding="4"
+                                                            Classes="transparent"
+                                                            IsChecked="{Binding IsLocked}"
+                                                            ToolTip.Tip="Lock layer (prevent drawing)">
+                                                            <Panel>
+                                                                <fluentIcons:SymbolIcon
+                                                                    FontSize="16"
+                                                                    IsVisible="{Binding IsLocked}"
+                                                                    Symbol="LockClosed" />
+                                                                <fluentIcons:SymbolIcon
+                                                                    FontSize="16"
+                                                                    IsVisible="{Binding !IsLocked}"
+                                                                    Symbol="LockOpen" />
+                                                            </Panel>
+                                                        </ToggleButton>
+
+                                                        <!--  Layer name - now gets full remaining width  -->
+                                                        <TextBox
+                                                            Grid.Column="4"
+                                                            MinHeight="0"
+                                                            Margin="4,0"
+                                                            Padding="9,3"
+                                                            VerticalAlignment="Center"
+                                                            Text="{Binding Name}"
+                                                            Watermark="Layer name" />
+
+                                                        <!--  Expand/Collapse toggle  -->
+                                                        <ToggleButton
+                                                            Grid.Column="5"
+                                                            Margin="4,0,0,0"
+                                                            Padding="4"
+                                                            Classes="transparent"
+                                                            IsChecked="{Binding IsExpanded}"
+                                                            ToolTip.Tip="Expand/Collapse layer details">
+                                                            <Panel>
+                                                                <fluentIcons:SymbolIcon
+                                                                    FontSize="14"
+                                                                    IsVisible="{Binding IsExpanded}"
+                                                                    Symbol="ChevronUp" />
+                                                                <fluentIcons:SymbolIcon
+                                                                    FontSize="14"
+                                                                    IsVisible="{Binding !IsExpanded}"
+                                                                    Symbol="ChevronDown" />
+                                                            </Panel>
+                                                        </ToggleButton>
+                                                    </Grid>
+
+                                                    <!--  Row 1: Badge, quick actions, color picker, and overflow  -->
+                                                    <Grid
+                                                        Grid.Row="1"
                                                         Margin="4,0,0,0"
-                                                        Padding="5,2"
-                                                        VerticalAlignment="Center"
-                                                        Background="{DynamicResource ControlFillColorSecondaryBrush}"
-                                                        CornerRadius="4"
-                                                        IsVisible="{Binding LayerType, Converter={x:Static ObjectConverters.Equal}, ConverterParameter={x:Static inference:MaskLayerType.Image}}">
-                                                        <TextBlock
-                                                            FontSize="10"
-                                                            Foreground="{DynamicResource TextFillColorSecondaryBrush}"
-                                                            Text="Image" />
-                                                    </Border>
+                                                        ColumnDefinitions="Auto,Auto,Auto,Auto,Auto,Auto,*,Auto"
+                                                        Cursor="Arrow">
+                                                        <!--  Layer type badge  -->
+                                                        <Border
+                                                            Padding="8,4"
+                                                            VerticalAlignment="Center"
+                                                            Background="{DynamicResource ControlFillColorSecondaryBrush}"
+                                                            CornerRadius="4"
+                                                            IsVisible="{Binding LayerType, Converter={x:Static ObjectConverters.Equal}, ConverterParameter={x:Static inference:MaskLayerType.Image}}">
+                                                            <TextBlock
+                                                                FontSize="12"
+                                                                Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                                                Text="Image" />
+                                                        </Border>
+
+                                                        <!--  Fill button  -->
+                                                        <Button
+                                                            Grid.Column="1"
+                                                            Margin="8,0,0,0"
+                                                            Padding="8,6"
+                                                            Classes="transparent"
+                                                            Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).FillLayerCommand}"
+                                                            Cursor="Arrow"
+                                                            ToolTip.Tip="Fill Layer (Ctrl+F)">
+                                                            <fluentIcons:SymbolIcon FontSize="16" Symbol="PaintBucket" />
+                                                        </Button>
+
+                                                        <!--  Invert button  -->
+                                                        <Button
+                                                            Grid.Column="2"
+                                                            Margin="4,0,0,0"
+                                                            Padding="8,6"
+                                                            Classes="transparent"
+                                                            Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).InvertLayerCommand}"
+                                                            Cursor="Arrow"
+                                                            ToolTip.Tip="Invert Mask (Ctrl+I)">
+                                                            <fluentIcons:SymbolIcon FontSize="16" Symbol="SelectAllOn" />
+                                                        </Button>
+
+                                                        <!--  Duplicate button  -->
+                                                        <Button
+                                                            Grid.Column="3"
+                                                            Margin="4,0,0,0"
+                                                            Padding="8,6"
+                                                            Classes="transparent"
+                                                            Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).DuplicateLayerCommand}"
+                                                            Cursor="Arrow"
+                                                            ToolTip.Tip="Duplicate Layer (Ctrl+D)">
+                                                            <fluentIcons:SymbolIcon FontSize="16" Symbol="Copy" />
+                                                        </Button>
+
+                                                        <!--  Export as Mask button  -->
+                                                        <Button
+                                                            Grid.Column="4"
+                                                            Margin="4,0,0,0"
+                                                            Padding="8,6"
+                                                            Classes="transparent"
+                                                            Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).ExportLayerAsMaskCommand}"
+                                                            Cursor="Arrow"
+                                                            ToolTip.Tip="Export as Mask">
+                                                            <fluentIcons:SymbolIcon FontSize="16" Symbol="ArrowExportUp" />
+                                                        </Button>
+
+                                                        <!--  Delete Button  -->
+                                                        <Button
+                                                            Grid.Column="5"
+                                                            Margin="4,0,0,0"
+                                                            Padding="8,6"
+                                                            Classes="transparent"
+                                                            Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).DeleteLayerCommand}"
+                                                            Cursor="Arrow"
+                                                            ToolTip.Tip="Delete Layer (Del)">
+                                                            <fluentIcons:SymbolIcon FontSize="16" Symbol="Delete" />
+                                                        </Button>
+
+                                                        <!--  Color Picker  -->
+                                                        <ui:ColorPickerButton
+                                                            Grid.Column="7"
+                                                            Margin="0,0,8,0"
+                                                            VerticalAlignment="Center"
+                                                            Cursor="Arrow"
+                                                            ToolTip.Tip="Choose layer color"
+                                                            Color="{Binding AvaloniaDisplayColor}" />
+                                                    </Grid>
                                                 </Grid>
                                             </Border>
 
-                                            <!--  Row 1: Layer content  -->
+                                            <!--  Row 1: Layer content (collapsible)  -->
                                             <Grid
                                                 Grid.Row="1"
                                                 Margin="10,8,10,10"
+                                                IsVisible="{Binding IsExpanded}"
                                                 RowDefinitions="Auto,Auto"
                                                 RowSpacing="8">
                                                 <!--  Row 0: Layer-type-specific content  -->
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml.cs b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml.cs
index c97efd2c9..14cfe6037 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml.cs
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml.cs
@@ -51,6 +51,11 @@ protected override void OnLoaded(RoutedEventArgs e)
         AddHandler(PointerMovedEvent, OnPointerMoved, RoutingStrategies.Tunnel);
         AddHandler(PointerReleasedEvent, OnPointerReleased, RoutingStrategies.Tunnel);
         AddHandler(PointerCaptureLostEvent, OnPointerCaptureLost, RoutingStrategies.Tunnel);
+
+        // Subscribe to keyboard events for shortcuts
+        // Use Tunnel strategy to intercept before ListBox handles navigation keys
+        // Also use handledEventsToo to receive events even if child controls handle them
+        AddHandler(KeyDownEvent, OnKeyDown, RoutingStrategies.Tunnel, handledEventsToo: true);
     }
 
     /// <inheritdoc />
@@ -71,6 +76,7 @@ protected override void OnUnloaded(RoutedEventArgs e)
         RemoveHandler(PointerMovedEvent, OnPointerMoved);
         RemoveHandler(PointerReleasedEvent, OnPointerReleased);
         RemoveHandler(PointerCaptureLostEvent, OnPointerCaptureLost);
+        RemoveHandler(KeyDownEvent, OnKeyDown);
     }
 
     /// <summary>
@@ -88,6 +94,96 @@ private void OnChildIndexChanged(object? sender, ChildIndexChangedEventArgs e)
         }
     }
 
+    private DateTime _lastShortcutTime = DateTime.MinValue;
+    private static readonly TimeSpan ShortcutThrottle = TimeSpan.FromMilliseconds(100);
+
+    /// <summary>
+    /// Handles keyboard shortcuts for layer operations.
+    /// </summary>
+    private void OnKeyDown(object? sender, KeyEventArgs e)
+    {
+        if (DataContext is not LayeredMaskEditorViewModel vm)
+            return;
+
+        // Don't handle shortcuts when typing in a TextBox
+        if (e.Source is TextBox)
+            return;
+
+        var ctrl = e.KeyModifiers.HasFlag(KeyModifiers.Control);
+        var shift = e.KeyModifiers.HasFlag(KeyModifiers.Shift);
+
+        // Throttle rapid-fire events for navigation keys
+        if ((e.Key == Key.Up || e.Key == Key.Down) && DateTime.UtcNow - _lastShortcutTime < ShortcutThrottle)
+        {
+            e.Handled = true;
+            return;
+        }
+
+        switch (e.Key)
+        {
+            // Delete - Delete selected layer
+            case Key.Delete when !ctrl && !shift:
+                if (vm.DeleteLayerCommand.CanExecute(null))
+                {
+                    vm.DeleteLayerCommand.Execute(null);
+                    e.Handled = true;
+                }
+                break;
+
+            // Ctrl+Shift+Delete - Clear all layers
+            case Key.Delete when ctrl && shift:
+                vm.ClearAllLayersCommand.Execute(null);
+                e.Handled = true;
+                break;
+
+            // Ctrl+D - Duplicate layer
+            case Key.D when ctrl:
+                vm.DuplicateLayerCommand.Execute(null);
+                e.Handled = true;
+                break;
+
+            // Ctrl+N - New layer
+            case Key.N when ctrl:
+                vm.AddLayerCommand.Execute(null);
+                e.Handled = true;
+                break;
+
+            // Ctrl+F - Fill layer
+            case Key.F when ctrl:
+                vm.FillLayerCommand.Execute(null);
+                e.Handled = true;
+                break;
+
+            // Ctrl+I - Invert layer
+            case Key.I when ctrl:
+                vm.InvertLayerCommand.Execute(null);
+                e.Handled = true;
+                break;
+
+            // Ctrl+Up - Move layer up
+            case Key.Up when ctrl:
+                if (vm.MoveLayerUpCommand.CanExecute(null))
+                {
+                    vm.MoveLayerUpCommand.Execute(null);
+                    _lastShortcutTime = DateTime.UtcNow;
+                    e.Handled = true;
+                    FocusSelectedLayer();
+                }
+                break;
+
+            // Ctrl+Down - Move layer down
+            case Key.Down when ctrl:
+                if (vm.MoveLayerDownCommand.CanExecute(null))
+                {
+                    vm.MoveLayerDownCommand.Execute(null);
+                    _lastShortcutTime = DateTime.UtcNow;
+                    e.Handled = true;
+                    FocusSelectedLayer();
+                }
+                break;
+        }
+    }
+
     /// <summary>
     /// Handles pointer move to detect dragging and trigger auto-scroll near edges.
     /// </summary>
@@ -180,4 +276,30 @@ private void AutoScrollTimer_Tick(object? sender, EventArgs e)
         newOffset = Math.Max(0, Math.Min(newOffset, layerScrollViewer.ScrollBarMaximum.Y));
         layerScrollViewer.Offset = new Vector(layerScrollViewer.Offset.X, newOffset);
     }
+
+    private void FocusSelectedLayer()
+    {
+        if (
+            DataContext is not LayeredMaskEditorViewModel vm
+            || vm.SelectedLayer == null
+            || layerListBox == null
+        )
+            return;
+
+        var layer = vm.SelectedLayer;
+        layerListBox.ScrollIntoView(layer);
+
+        // Post to UI thread to allow layout updates to happen first
+        Dispatcher.UIThread.Post(
+            () =>
+            {
+                var container = layerListBox.ContainerFromItem(layer);
+                if (container is Control control)
+                {
+                    control.Focus();
+                }
+            },
+            DispatcherPriority.Input
+        );
+    }
 }

From 2c018f5a22d21e2db3dd5e205b00a226c5dd41a3 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Fri, 16 Jan 2026 20:56:32 -0800
Subject: [PATCH 059/218] Add warnings for legacy Python in InvokeAI and NVIDIA
 driver versions in ComfyUI, also hide civitai browser star ratings if no
 rating is available

---
 CHANGELOG.md                                  |  9 ++++
 .../Views/CivitAiBrowserPage.axaml            |  7 +--
 .../Helper/HardwareInfo/HardwareHelper.cs     | 35 ++++++++++++
 .../Models/Packages/ComfyUI.cs                | 53 +++++++++++++++++++
 .../Models/Packages/InvokeAI.cs               | 43 +++++++++++++++
 5 files changed, 144 insertions(+), 3 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 5425af8e1..37f257c87 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,15 @@ All notable changes to Stability Matrix will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2.0.0.html).
 
+## v2.16.0-dev.2
+### Added
+- Added NVIDIA driver version warning when launching ComfyUI with CUDA 13.0 (cu130) and driver versions below 580.x
+- Added legacy Python warning when launching InvokeAI installations using Python 3.10.11
+### Changed
+- Disabled update checking for legacy InvokeAI installations using Python 3.10.11
+### Fixed
+- Hide rating stars in the Civitai browser page if no rating is available
+
 ## v2.16.0-dev.1
 ### Added
 #### New Feature: 🧪 Image Lab  - Conversational Image Generation for ComfyUI
diff --git a/StabilityMatrix.Avalonia/Views/CivitAiBrowserPage.axaml b/StabilityMatrix.Avalonia/Views/CivitAiBrowserPage.axaml
index 8e6f01500..05b1cc009 100644
--- a/StabilityMatrix.Avalonia/Views/CivitAiBrowserPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/CivitAiBrowserPage.axaml
@@ -352,6 +352,7 @@
                                         <StackPanel
                                             Grid.Row="0"
                                             Grid.Column="0"
+                                            IsVisible="{Binding !!CivitModel.ModelVersionStats.RatingCount, FallbackValue=False, TargetNullValue=False}"
                                             Orientation="Horizontal">
                                             <controls:StarsRating
                                                 Margin="8,8,0,8"
@@ -368,9 +369,9 @@
 
                                         <StackPanel
                                             Grid.Row="0"
-                                            Grid.Column="1"
-                                            Margin="0,0,8,0"
-                                            HorizontalAlignment="Right"
+                                            Grid.Column="0"
+                                            Margin="8"
+                                            HorizontalAlignment="Left"
                                             Orientation="Horizontal">
                                             <fa:Icon Value="fa-solid fa-heart" />
                                             <TextBlock
diff --git a/StabilityMatrix.Core/Helper/HardwareInfo/HardwareHelper.cs b/StabilityMatrix.Core/Helper/HardwareInfo/HardwareHelper.cs
index 621049796..8458c730b 100644
--- a/StabilityMatrix.Core/Helper/HardwareInfo/HardwareHelper.cs
+++ b/StabilityMatrix.Core/Helper/HardwareInfo/HardwareHelper.cs
@@ -247,6 +247,41 @@ public static IEnumerable<GpuInfo> IterGpuInfo(bool forceRefresh = false)
         return gpuInfos;
     }
 
+    /// <summary>
+    /// Gets the NVIDIA driver version using nvidia-smi.
+    /// Returns null if nvidia-smi is not available or fails.
+    /// </summary>
+    public static Version? GetNvidiaDriverVersion()
+    {
+        try
+        {
+            var psi = new ProcessStartInfo
+            {
+                FileName = "nvidia-smi",
+                UseShellExecute = false,
+                Arguments = "--query-gpu=driver_version --format=csv,noheader",
+                RedirectStandardOutput = true,
+                CreateNoWindow = true,
+            };
+
+            var process = Process.Start(psi);
+            process?.WaitForExit();
+            var stdout = process?.StandardOutput.ReadToEnd()?.Trim();
+
+            if (string.IsNullOrEmpty(stdout))
+                return null;
+
+            // Driver version is typically in the format "xxx.xx" (e.g., "591.59")
+            // We'll parse it as a Version object
+            return Version.TryParse(stdout, out var version) ? version : null;
+        }
+        catch (Exception e)
+        {
+            Logger.Warn(e, "Failed to get NVIDIA driver version from nvidia-smi");
+            return null;
+        }
+    }
+
     /// <summary>
     /// Return true if the system has at least one Nvidia GPU.
     /// </summary>
diff --git a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
index ebefcdf22..186f468e8 100644
--- a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
+++ b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
@@ -499,6 +499,59 @@ await SetupVenv(installLocation, pythonVersion: PyVersion.Parse(installedPackage
 
         VenvRunner.UpdateEnvironmentVariables(GetEnvVars);
 
+        // Check for old NVIDIA driver version with cu130 installations
+        var isNvidia = SettingsManager.Settings.PreferredGpu?.IsNvidia ?? HardwareHelper.HasNvidiaGpu();
+        var isLegacyNvidia =
+            SettingsManager.Settings.PreferredGpu?.IsLegacyNvidiaGpu() ?? HardwareHelper.HasLegacyNvidiaGpu();
+
+        if (isNvidia && !isLegacyNvidia)
+        {
+            var driverVersion = HardwareHelper.GetNvidiaDriverVersion();
+            if (driverVersion is not null && driverVersion.Major < 580)
+            {
+                // Check if torch is installed with cu130 index
+                var torchInfo = await VenvRunner.PipShow("torch").ConfigureAwait(false);
+                if (torchInfo is not null)
+                {
+                    var version = torchInfo.Version;
+                    var plusPos = version.IndexOf('+');
+                    var torchIndex = plusPos >= 0 ? version[(plusPos + 1)..] : string.Empty;
+
+                    // Only warn if using cu130 (which requires driver 580+)
+                    if (torchIndex.Equals("cu130", StringComparison.OrdinalIgnoreCase))
+                    {
+                        var warningMessage = $"""
+
+                            ============================================================
+                                            NVIDIA DRIVER WARNING
+                            ============================================================
+
+                            Your NVIDIA driver version ({driverVersion}) is older than
+                            the minimum required version (580.x) for CUDA 13.0 (cu130).
+
+                            This may cause ComfyUI to fail to start or experience issues.
+
+                            Recommended actions:
+                              1. Update your NVIDIA driver to version 580 or newer
+                              2. Or manually downgrade your torch version to use an
+                                 older torch index (e.g. cu128)
+
+                            ============================================================
+
+                            """;
+
+                        Logger.Warn(
+                            "NVIDIA driver version {DriverVersion} is below 580.x minimum for cu130 (torch index: {TorchIndex})",
+                            driverVersion,
+                            torchIndex
+                        );
+                        onConsoleOutput?.Invoke(ProcessOutput.FromStdErrLine(warningMessage));
+                        return;
+                    }
+                }
+            }
+        }
+
         VenvRunner.RunDetached(
             [Path.Combine(installLocation, options.Command ?? LaunchCommand), .. options.Arguments],
             HandleConsoleOutput,
diff --git a/StabilityMatrix.Core/Models/Packages/InvokeAI.cs b/StabilityMatrix.Core/Models/Packages/InvokeAI.cs
index ed7ac4846..3f7cb24ff 100644
--- a/StabilityMatrix.Core/Models/Packages/InvokeAI.cs
+++ b/StabilityMatrix.Core/Models/Packages/InvokeAI.cs
@@ -122,6 +122,11 @@ public override Task DownloadPackage(
         return Task.CompletedTask;
     }
 
+    public override Task<bool> CheckForUpdates(InstalledPackage package) =>
+        package.PythonVersion == Python.PyInstallationManager.Python_3_10_11.ToString()
+            ? Task.FromResult(false)
+            : base.CheckForUpdates(package);
+
     public override async Task InstallPackage(
         string installLocation,
         InstalledPackage installedPackage,
@@ -291,6 +296,44 @@ await SetupVenv(installedPackagePath, pythonVersion: PyVersion.Parse(installedPa
 
         VenvRunner.UpdateEnvironmentVariables(env => GetEnvVars(env, installedPackagePath));
 
+        // Check for legacy Python 3.10.11 installations
+        if (installedPackage.PythonVersion == Python.PyInstallationManager.Python_3_10_11.ToString())
+        {
+            var warningMessage = """
+
+                ============================================================
+                            LEGACY INVOKEAI INSTALLATION
+                ============================================================
+
+                This InvokeAI installation is using Python 3.10.11, which
+                is no longer supported by InvokeAI.
+
+                Automatic updates have been disabled for this installation
+                to prevent compatibility issues.
+
+                Your current installation will continue to work, but will
+                not receive updates.
+
+                Recommended actions:
+                  1. Install a new InvokeAI instance with Python 3.12+
+                  2. Copy your settings and data from this installation
+                     to the new one
+                  3. Once verified, you can delete this old installation
+
+                Note: You can run both installations side-by-side during
+                the migration.
+
+                ============================================================
+
+                """;
+
+            Logger.Warn(
+                "InvokeAI installation using legacy Python {PythonVersion} - updates disabled",
+                installedPackage.PythonVersion
+            );
+            onConsoleOutput?.Invoke(ProcessOutput.FromStdErrLine(warningMessage));
+        }
+
         // Launch command is for a console entry point, and not a direct script
         var entryPoint = await VenvRunner.GetEntryPoint(command).ConfigureAwait(false);
 

From 995b1869b2441be20bd77ec31fdbbcd86ecb5446 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Fri, 16 Jan 2026 21:15:30 -0800
Subject: [PATCH 060/218] Fix build & address PR comments

---
 StabilityMatrix.Avalonia/Views/CivitAiBrowserPage.axaml | 4 ++--
 StabilityMatrix.Core/Models/Packages/FluxGym.cs         | 3 +--
 2 files changed, 3 insertions(+), 4 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Views/CivitAiBrowserPage.axaml b/StabilityMatrix.Avalonia/Views/CivitAiBrowserPage.axaml
index 05b1cc009..ff34486d8 100644
--- a/StabilityMatrix.Avalonia/Views/CivitAiBrowserPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/CivitAiBrowserPage.axaml
@@ -351,8 +351,8 @@
                                     <Grid ColumnDefinitions="*, Auto">
                                         <StackPanel
                                             Grid.Row="0"
-                                            Grid.Column="0"
-                                            IsVisible="{Binding !!CivitModel.ModelVersionStats.RatingCount, FallbackValue=False, TargetNullValue=False}"
+                                            Grid.Column="1"
+                                            IsVisible="{Binding CivitModel.ModelVersionStats.RatingCount, FallbackValue=False, TargetNullValue=False}"
                                             Orientation="Horizontal">
                                             <controls:StarsRating
                                                 Margin="8,8,0,8"
diff --git a/StabilityMatrix.Core/Models/Packages/FluxGym.cs b/StabilityMatrix.Core/Models/Packages/FluxGym.cs
index dfb9d0748..5c356f76d 100644
--- a/StabilityMatrix.Core/Models/Packages/FluxGym.cs
+++ b/StabilityMatrix.Core/Models/Packages/FluxGym.cs
@@ -30,8 +30,7 @@ IPyInstallationManager pyInstallationManager
     public override string LicenseUrl => "";
     public override string LaunchCommand => "app.py";
 
-    public override Uri PreviewImageUri =>
-        new("https://raw.githubusercontent.com/cocktailpeanut/fluxgym/main/screenshot.png");
+    public override Uri PreviewImageUri => new("https://cdn.lykos.ai/sm/packages/fluxgym/fluxgym.webp");
 
     public override List<LaunchOptionDefinition> LaunchOptions => [LaunchOptionDefinition.Extras];
 

From 06847b8c2f8244382064444c0694c8b20176cc54 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Fri, 16 Jan 2026 21:21:43 -0800
Subject: [PATCH 061/218] turns out it was the ai toolkit preview

---
 StabilityMatrix.Core/Models/Packages/AiToolkit.cs | 5 +----
 1 file changed, 1 insertion(+), 4 deletions(-)

diff --git a/StabilityMatrix.Core/Models/Packages/AiToolkit.cs b/StabilityMatrix.Core/Models/Packages/AiToolkit.cs
index 24009cef2..fc1e388e7 100644
--- a/StabilityMatrix.Core/Models/Packages/AiToolkit.cs
+++ b/StabilityMatrix.Core/Models/Packages/AiToolkit.cs
@@ -35,10 +35,7 @@ IPyInstallationManager pyInstallationManager
     public override string LicenseUrl => "https://github.com/ostris/ai-toolkit/blob/main/LICENSE";
     public override string LaunchCommand => string.Empty;
 
-    public override Uri PreviewImageUri =>
-        new(
-            "https://camo.githubusercontent.com/ea35b399e0d659f9f2ee09cbedb58e1a3ec7a0eab763e8ae8d11d076aad5be40/68747470733a2f2f6f73747269732e636f6d2f77702d636f6e74656e742f75706c6f6164732f323032352f30322f746f6f6c6b69742d75692e6a7067"
-        );
+    public override Uri PreviewImageUri => new("https://cdn.lykos.ai/sm/packages/aitoolkit/preview.webp");
 
     public override string OutputFolderName => "output";
     public override IEnumerable<TorchIndex> AvailableTorchIndices => [TorchIndex.Cuda];

From 209dbdfbd2ad6bb4d799669121ab492960e8b809 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 18 Jan 2026 20:29:37 -0800
Subject: [PATCH 062/218] Add move tool functionality for image layers with
 offset adjustments

---
 .../Controls/Painting/PaintCanvas.axaml       | 12 ++-
 .../Controls/Painting/PaintCanvas.axaml.cs    | 74 +++++++++++++++++-
 .../Models/Inference/MaskLayer.cs             | 22 ++++++
 .../Models/PaintCanvasTool.cs                 |  1 +
 .../Controls/PaintCanvasViewModel.cs          | 73 +++++++++++++++++
 .../Dialogs/LayeredMaskEditorViewModel.cs     | 55 +++++++++++--
 .../ViewModels/Dialogs/MaskEditorViewModel.cs |  7 +-
 .../Dialogs/LayeredMaskEditorDialog.axaml     | 78 +++++++++++++++----
 .../Views/Dialogs/MaskEditorDialog.axaml      | 63 +++++++++------
 9 files changed, 334 insertions(+), 51 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml
index 4a6656468..59b32a321 100644
--- a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml
+++ b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml
@@ -111,6 +111,16 @@
                                 <fluentIcons:SymbolIcon FontSize="18" Symbol="PaintBucket" />
                             </ToggleButton>
 
+                            <!--  Move Tool  -->
+                            <ToggleButton
+                                Width="36"
+                                Height="36"
+                                Padding="0"
+                                IsChecked="{Binding SelectedTool, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static models:PaintCanvasTool.Move}}"
+                                ToolTip.Tip="Move Image Layer (V)">
+                                <fluentIcons:SymbolIcon FontSize="18" Symbol="ArrowMove" />
+                            </ToggleButton>
+
                             <Rectangle
                                 Height="1"
                                 Margin="4,8"
@@ -276,7 +286,7 @@
                         Grid.Row="1"
                         Grid.Column="1"
                         HorizontalAlignment="Stretch"
-                        VerticalAlignment="Stretch"
+                        VerticalAlignment="Top"
                         Background="SlateBlue"
                         ClipToBounds="True"
                         Focusable="True"
diff --git a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs
index 67ee363f2..d1555b397 100644
--- a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs
+++ b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs
@@ -162,7 +162,19 @@ private void HandlePointerEvent(PointerEventArgs e)
             return;
         }
 
-        if (ViewModel is not { IsDrawingEnabled: true } vm)
+        if (ViewModel is not { } vm)
+        {
+            return;
+        }
+
+        // Handle Move tool separately - it doesn't require drawing to be enabled
+        if (vm.IsMoveTool)
+        {
+            HandleMoveToolEvent(e, vm);
+            return;
+        }
+
+        if (!vm.IsDrawingEnabled)
         {
             return;
         }
@@ -260,6 +272,50 @@ private void HandlePointerEvent(PointerEventArgs e)
         Dispatcher.UIThread.Post(() => MainCanvas?.InvalidateVisual(), DispatcherPriority.Render);
     }
 
+    private void HandleMoveToolEvent(PointerEventArgs e, PaintCanvasViewModel vm)
+    {
+        e.Handled = true;
+        e.PreventGestureRecognition();
+
+        var currentPoint = e.GetCurrentPoint(this);
+
+        if (e.RoutedEvent == PointerPressedEvent)
+        {
+            // Ignore if mouse and not left button
+            if (e.Pointer.Type == PointerType.Mouse && !currentPoint.Properties.IsLeftButtonPressed)
+            {
+                return;
+            }
+
+            vm.IsPenDown = true;
+            var position = e.GetPosition(MainCanvas);
+            // Get current offsets from the callback, or use (0, 0) if not set
+            var currentOffset = vm.GetCurrentMoveOffset?.Invoke() ?? (0, 0);
+            vm.StartMove(new SKPoint((float)position.X, (float)position.Y), currentOffset.X, currentOffset.Y);
+        }
+        else if (e.RoutedEvent == PointerReleasedEvent)
+        {
+            if (vm.IsPenDown)
+            {
+                vm.EndMove();
+                vm.IsPenDown = false;
+            }
+        }
+        else
+        {
+            // Moved event
+            if (!vm.IsPenDown || !vm.MoveStartPoint.HasValue)
+            {
+                return;
+            }
+
+            var position = e.GetPosition(MainCanvas);
+            vm.UpdateMove(new SKPoint((float)position.X, (float)position.Y));
+        }
+
+        Dispatcher.UIThread.Post(() => MainCanvas?.InvalidateVisual(), DispatcherPriority.Render);
+    }
+
     private void HandlePointerMoved(PointerEventArgs e)
     {
         if (DataContext is not PaintCanvasViewModel viewModel)
@@ -410,6 +466,9 @@ protected override void OnKeyDown(KeyEventArgs e)
             case Key.G:
                 vm.SelectPaintBucketToolCommand.Execute(null);
                 break;
+            case Key.V:
+                vm.SelectMoveToolCommand.Execute(null);
+                break;
             default:
                 return;
         }
@@ -472,6 +531,19 @@ or PaintCanvasTool.PaintBucket
             return;
         }
 
+        // Use SizeAll (move) cursor for Move tool
+        if (selectedTool == PaintCanvasTool.Move)
+        {
+            if (lastCanvasCursorTool != selectedTool)
+            {
+                lastCanvasCursor?.Dispose();
+                lastCanvasCursor = new Cursor(StandardCursorType.SizeAll);
+                lastCanvasCursorTool = selectedTool;
+            }
+            canvas.Cursor = lastCanvasCursor;
+            return;
+        }
+
         var currentZoom = ViewModel?.CurrentZoom ?? 1;
 
         // Get brush size
diff --git a/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs b/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
index 628177496..1e1092c27 100644
--- a/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
+++ b/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
@@ -118,6 +118,20 @@ public partial class MaskLayer : ObservableObject, IJsonLoadableState
     [ObservableProperty]
     private double imageScale = 1.0;
 
+    /// <summary>
+    /// Horizontal offset from canvas center for image layers.
+    /// Positive values move right, negative values move left.
+    /// </summary>
+    [ObservableProperty]
+    private double imageOffsetX;
+
+    /// <summary>
+    /// Vertical offset from canvas center for image layers.
+    /// Positive values move down, negative values move up.
+    /// </summary>
+    [ObservableProperty]
+    private double imageOffsetY;
+
     /// <summary>
     /// The prompt text for this layer's region.
     /// </summary>
@@ -302,6 +316,12 @@ public void LoadStateFromJsonObject(System.Text.Json.Nodes.JsonObject state)
         if (state.TryGetPropertyValue("imageScale", out var scaleNode))
             ImageScale = scaleNode?.GetValue<double>() ?? 1.0;
 
+        if (state.TryGetPropertyValue("imageOffsetX", out var offsetXNode))
+            ImageOffsetX = offsetXNode?.GetValue<double>() ?? 0.0;
+
+        if (state.TryGetPropertyValue("imageOffsetY", out var offsetYNode))
+            ImageOffsetY = offsetYNode?.GetValue<double>() ?? 0.0;
+
         if (state.TryGetPropertyValue("prompt", out var promptNode))
             Prompt = promptNode?.GetValue<string>() ?? string.Empty;
 
@@ -367,6 +387,8 @@ public System.Text.Json.Nodes.JsonObject SaveStateToJsonObject()
         {
             state["sourceImagePath"] = SourceImagePath;
             state["imageScale"] = ImageScale;
+            state["imageOffsetX"] = ImageOffsetX;
+            state["imageOffsetY"] = ImageOffsetY;
         }
 
         if (Paths.Count > 0)
diff --git a/StabilityMatrix.Avalonia/Models/PaintCanvasTool.cs b/StabilityMatrix.Avalonia/Models/PaintCanvasTool.cs
index 71b0a97b7..1dfc784bf 100644
--- a/StabilityMatrix.Avalonia/Models/PaintCanvasTool.cs
+++ b/StabilityMatrix.Avalonia/Models/PaintCanvasTool.cs
@@ -8,4 +8,5 @@ public enum PaintCanvasTool
     Rectangle,
     Ellipse,
     PaintBucket,
+    Move,
 }
diff --git a/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
index 89441068a..99d1444e8 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Controls/PaintCanvasViewModel.cs
@@ -405,6 +405,76 @@ public void ClearRedoStack()
 
     #endregion
 
+    #region Move Tool State
+
+    /// <summary>
+    /// Starting point for move operations.
+    /// </summary>
+    [ObservableProperty]
+    [property: JsonIgnore]
+    private SKPoint? moveStartPoint;
+
+    /// <summary>
+    /// Layer offset at the start of a move operation.
+    /// </summary>
+    [ObservableProperty]
+    [property: JsonIgnore]
+    private SKPoint moveStartOffset;
+
+    /// <summary>
+    /// Returns true if the currently selected tool is the move tool.
+    /// </summary>
+    [JsonIgnore]
+    public bool IsMoveTool => SelectedTool == PaintCanvasTool.Move;
+
+    /// <summary>
+    /// Callback invoked when the move tool adjusts the image layer position.
+    /// Parameters: (newOffsetX, newOffsetY) - the new absolute offset position.
+    /// </summary>
+    [JsonIgnore]
+    public Action<double, double>? OnMoveToolDrag { get; set; }
+
+    /// <summary>
+    /// Callback to get the current image layer offset when starting a move.
+    /// Returns (currentOffsetX, currentOffsetY).
+    /// </summary>
+    [JsonIgnore]
+    public Func<(double X, double Y)>? GetCurrentMoveOffset { get; set; }
+
+    /// <summary>
+    /// Starts a move operation at the given position.
+    /// </summary>
+    public void StartMove(SKPoint position, double currentOffsetX, double currentOffsetY)
+    {
+        MoveStartPoint = position;
+        MoveStartOffset = new SKPoint((float)currentOffsetX, (float)currentOffsetY);
+    }
+
+    /// <summary>
+    /// Updates the move during drag, calculating delta from start position.
+    /// </summary>
+    public void UpdateMove(SKPoint currentPoint)
+    {
+        if (!MoveStartPoint.HasValue)
+            return;
+
+        var deltaX = currentPoint.X - MoveStartPoint.Value.X;
+        var deltaY = currentPoint.Y - MoveStartPoint.Value.Y;
+
+        // Invoke callback with new absolute offset
+        OnMoveToolDrag?.Invoke(MoveStartOffset.X + deltaX, MoveStartOffset.Y + deltaY);
+    }
+
+    /// <summary>
+    /// Ends the current move operation.
+    /// </summary>
+    public void EndMove()
+    {
+        MoveStartPoint = null;
+    }
+
+    #endregion
+
     #region Canvas Commands
 
     /// <summary>
@@ -437,6 +507,9 @@ public void ClearCanvas()
     [RelayCommand]
     public void SelectEllipseTool() => SelectedTool = PaintCanvasTool.Ellipse;
 
+    [RelayCommand]
+    public void SelectMoveTool() => SelectedTool = PaintCanvasTool.Move;
+
     #endregion
 
     #region Brush Size Commands
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
index 3423fa66a..cfba6d068 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
@@ -69,13 +69,15 @@ public partial class LayeredMaskEditorViewModel : LoadableViewModelBase, IDispos
 
     /// <summary>
     ///     Cached bitmap for the currently selected image layer.
-    ///     Invalidated when source image, scale, opacity, or canvas size changes.
+    ///     Invalidated when source image, scale, opacity, offset, or canvas size changes.
     /// </summary>
     private SKBitmap? _cachedImageLayerBitmap;
     private MaskLayer? _cachedImageLayerSource;
     private SKBitmap? _cachedImageLayerSourceImage;
     private double _cachedImageLayerScale;
     private double _cachedImageLayerOpacity;
+    private double _cachedImageLayerOffsetX;
+    private double _cachedImageLayerOffsetY;
     private Size _cachedImageLayerCanvasSize;
 
     /// <summary>
@@ -101,6 +103,27 @@ IImageIndexService imageIndexService
         this.imageIndexService = imageIndexService;
         PaintCanvasViewModel = vmFactory.Get<PaintCanvasViewModel>();
 
+        // Set up Move tool callback to update image layer offsets
+        PaintCanvasViewModel.OnMoveToolDrag = (newOffsetX, newOffsetY) =>
+        {
+            if (SelectedLayer is { LayerType: MaskLayerType.Image })
+            {
+                SelectedLayer.ImageOffsetX = newOffsetX;
+                SelectedLayer.ImageOffsetY = newOffsetY;
+                SyncSelectedLayerToCanvas();
+            }
+        };
+
+        // Provide current offset when starting a move
+        PaintCanvasViewModel.GetCurrentMoveOffset = () =>
+        {
+            if (SelectedLayer is { LayerType: MaskLayerType.Image })
+            {
+                return (SelectedLayer.ImageOffsetX, SelectedLayer.ImageOffsetY);
+            }
+            return (0, 0);
+        };
+
         // Subscribe to recent images
         imageIndexService
             .InferenceImages.ItemsSource.Connect()
@@ -206,6 +229,20 @@ private void AddImageLayer()
         SyncSelectedLayerToCanvas();
     }
 
+    /// <summary>
+    ///     Centers the selected image layer by resetting its offset to (0, 0).
+    /// </summary>
+    [RelayCommand]
+    private void CenterImageLayer()
+    {
+        if (SelectedLayer is not { LayerType: MaskLayerType.Image })
+            return;
+
+        SelectedLayer.ImageOffsetX = 0;
+        SelectedLayer.ImageOffsetY = 0;
+        SyncSelectedLayerToCanvas();
+    }
+
     /// <summary>
     ///     Selects an image from the recent images panel for the current image layer.
     /// </summary>
@@ -994,6 +1031,8 @@ private void DuplicateLayer()
             Paths = SelectedLayer.Paths, // ImmutableList, safe to share
             SourceImagePath = SelectedLayer.SourceImagePath,
             ImageScale = SelectedLayer.ImageScale,
+            ImageOffsetX = SelectedLayer.ImageOffsetX,
+            ImageOffsetY = SelectedLayer.ImageOffsetY,
         };
 
         // Subscribe to layer property changes
@@ -1270,6 +1309,8 @@ _cachedImageLayerBitmap is not null
             && _cachedImageLayerSourceImage == layer.SourceImage
             && Math.Abs(_cachedImageLayerScale - layer.ImageScale) < 0.001
             && Math.Abs(_cachedImageLayerOpacity - layer.Opacity) < 0.001
+            && Math.Abs(_cachedImageLayerOffsetX - layer.ImageOffsetX) < 0.001
+            && Math.Abs(_cachedImageLayerOffsetY - layer.ImageOffsetY) < 0.001
             && _cachedImageLayerCanvasSize == CanvasSize
         )
         {
@@ -1298,6 +1339,8 @@ _cachedImageLayerBitmap is not null
         _cachedImageLayerSourceImage = layer.SourceImage;
         _cachedImageLayerScale = layer.ImageScale;
         _cachedImageLayerOpacity = layer.Opacity;
+        _cachedImageLayerOffsetX = layer.ImageOffsetX;
+        _cachedImageLayerOffsetY = layer.ImageOffsetY;
         _cachedImageLayerCanvasSize = CanvasSize;
 
         return bitmap;
@@ -1436,7 +1479,7 @@ private void RenderLayerToCanvas(SKCanvas canvas, MaskLayer layer)
     }
 
     /// <summary>
-    ///     Renders an image layer with scaling and centering.
+    ///     Renders an image layer with scaling and positioning.
     /// </summary>
     private void RenderImageLayer(SKCanvas canvas, MaskLayer layer, byte alpha)
     {
@@ -1450,9 +1493,11 @@ private void RenderImageLayer(SKCanvas canvas, MaskLayer layer, byte alpha)
         var scaledWidth = bitmap.Width * scale;
         var scaledHeight = bitmap.Height * scale;
 
-        // Center the image on the canvas
-        var offsetX = (CanvasSize.Width - scaledWidth) / 2f;
-        var offsetY = (CanvasSize.Height - scaledHeight) / 2f;
+        // Center the image on the canvas, then apply user offset
+        var centerOffsetX = (CanvasSize.Width - scaledWidth) / 2f;
+        var centerOffsetY = (CanvasSize.Height - scaledHeight) / 2f;
+        var offsetX = centerOffsetX + (float)layer.ImageOffsetX;
+        var offsetY = centerOffsetY + (float)layer.ImageOffsetY;
 
         var destRect = new SKRect(offsetX, offsetY, offsetX + scaledWidth, offsetY + scaledHeight);
 
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/MaskEditorViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/MaskEditorViewModel.cs
index c409c78f7..e9fa86cb5 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/MaskEditorViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/MaskEditorViewModel.cs
@@ -38,7 +38,7 @@ public partial class MaskEditorViewModel(IServiceManager<ViewModelBase> vmFactor
         {
             Patterns = new[] { "*.png", "*.jpg", "*.jpeg", "*.webp", "*.json" },
             AppleUniformTypeIdentifiers = new[] { "public.image", "public.json" },
-            MimeTypes = new[] { "image/*", "application/json" }
+            MimeTypes = new[] { "image/*", "application/json" },
         };
 
     [JsonIgnore]
@@ -121,11 +121,12 @@ public BetterContentDialog GetDialog()
             ContentVerticalScrollBarVisibility = ScrollBarVisibility.Disabled,
             MaxDialogHeight = 2000,
             MaxDialogWidth = 2000,
+            MinDialogWidth = 900,
             ContentMargin = new Thickness(16),
             FullSizeDesired = true,
             PrimaryButtonText = Resources.Action_Save,
             CloseButtonText = Resources.Action_Cancel,
-            DefaultButton = ContentDialogButton.Primary
+            DefaultButton = ContentDialogButton.Primary,
         };
 
         return dialog;
@@ -193,7 +194,7 @@ await image!
                         ".png" => SKEncodedImageFormat.Png,
                         ".jpg" or ".jpeg" => SKEncodedImageFormat.Jpeg,
                         ".webp" => SKEncodedImageFormat.Webp,
-                        _ => throw new NotSupportedException("Unsupported image format")
+                        _ => throw new NotSupportedException("Unsupported image format"),
                     },
                     100
                 )
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
index c982345a7..d771f6e27 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
@@ -581,18 +581,34 @@
                                                     Grid.Row="0"
                                                     IsVisible="{Binding LayerType, Converter={x:Static ObjectConverters.Equal}, ConverterParameter={x:Static inference:MaskLayerType.Image}}"
                                                     Spacing="8">
-                                                    <TextBlock
-                                                        FontSize="12"
-                                                        Foreground="{DynamicResource TextFillColorSecondaryBrush}"
-                                                        IsVisible="{Binding !HasImage}"
-                                                        Text="No image selected. Click an image below or use Browse." />
-                                                    <TextBlock
-                                                        FontSize="12"
-                                                        Foreground="{DynamicResource TextFillColorSecondaryBrush}"
-                                                        IsVisible="{Binding HasImage}"
-                                                        Text="{Binding SourceImagePath}"
-                                                        TextTrimming="CharacterEllipsis"
-                                                        ToolTip.Tip="{Binding SourceImagePath}" />
+                                                    <Grid ColumnDefinitions="*,Auto">
+                                                        <TextBlock
+                                                            VerticalAlignment="Center"
+                                                            FontSize="12"
+                                                            Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                                            IsVisible="{Binding !HasImage}"
+                                                            Text="No image selected. Click an image below or use Browse." />
+                                                        <TextBlock
+                                                            VerticalAlignment="Center"
+                                                            FontSize="12"
+                                                            Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                                            IsVisible="{Binding HasImage}"
+                                                            Text="{Binding SourceImagePath}"
+                                                            TextTrimming="CharacterEllipsis"
+                                                            ToolTip.Tip="{Binding SourceImagePath}" />
+                                                        <Button
+                                                            Grid.Column="1"
+                                                            Padding="8,4"
+                                                            Classes="transparent"
+                                                            Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).CenterImageLayerCommand}"
+                                                            IsVisible="{Binding HasImage}"
+                                                            ToolTip.Tip="Center image (reset position)">
+                                                            <StackPanel Orientation="Horizontal" Spacing="4">
+                                                                <fluentIcons:SymbolIcon FontSize="14" Symbol="ArrowMinimize" />
+                                                                <TextBlock FontSize="11" Text="Center" />
+                                                            </StackPanel>
+                                                        </Button>
+                                                    </Grid>
                                                 </StackPanel>
 
                                                 <!--  Row 1: Paint layer: Strength + Opacity + Cond Area  -->
@@ -654,11 +670,11 @@
                                                     </StackPanel>
                                                 </sg:SpacedGrid>
 
-                                                <!--  Row 1: Image layer: Scale + Opacity  -->
+                                                <!--  Row 1: Image layer: Scale + Offset X/Y + Opacity  -->
                                                 <sg:SpacedGrid
                                                     Grid.Row="1"
-                                                    ColumnDefinitions="*,*"
-                                                    ColumnSpacing="12"
+                                                    ColumnDefinitions="*,*,*,*"
+                                                    ColumnSpacing="8"
                                                     IsVisible="{Binding LayerType, Converter={x:Static ObjectConverters.Equal}, ConverterParameter={x:Static inference:MaskLayerType.Image}}">
                                                     <StackPanel Spacing="2">
                                                         <TextBlock
@@ -666,7 +682,6 @@
                                                             Foreground="{DynamicResource TextFillColorTertiaryBrush}"
                                                             Text="Scale" />
                                                         <ui:NumberBox
-                                                            Margin="0,0,16,0"
                                                             HorizontalAlignment="Stretch"
                                                             Maximum="3"
                                                             Minimum="0.1"
@@ -676,12 +691,41 @@
                                                             Value="{Binding ImageScale}" />
                                                     </StackPanel>
                                                     <StackPanel Grid.Column="1" Spacing="2">
+                                                        <TextBlock
+                                                            FontSize="11"
+                                                            Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                            Text="Offset X"
+                                                            ToolTip.Tip="Horizontal offset from center (positive = right)" />
+                                                        <ui:NumberBox
+                                                            HorizontalAlignment="Stretch"
+                                                            Maximum="2000"
+                                                            Minimum="-2000"
+                                                            SimpleNumberFormat="F0"
+                                                            SmallChange="10"
+                                                            SpinButtonPlacementMode="Compact"
+                                                            Value="{Binding ImageOffsetX}" />
+                                                    </StackPanel>
+                                                    <StackPanel Grid.Column="2" Spacing="2">
+                                                        <TextBlock
+                                                            FontSize="11"
+                                                            Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                            Text="Offset Y"
+                                                            ToolTip.Tip="Vertical offset from center (positive = down)" />
+                                                        <ui:NumberBox
+                                                            HorizontalAlignment="Stretch"
+                                                            Maximum="2000"
+                                                            Minimum="-2000"
+                                                            SimpleNumberFormat="F0"
+                                                            SmallChange="10"
+                                                            SpinButtonPlacementMode="Compact"
+                                                            Value="{Binding ImageOffsetY}" />
+                                                    </StackPanel>
+                                                    <StackPanel Grid.Column="3" Spacing="2">
                                                         <TextBlock
                                                             FontSize="11"
                                                             Foreground="{DynamicResource TextFillColorTertiaryBrush}"
                                                             Text="Opacity" />
                                                         <ui:NumberBox
-                                                            Margin="0,0,16,0"
                                                             HorizontalAlignment="Stretch"
                                                             Maximum="1"
                                                             Minimum="0"
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/MaskEditorDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/MaskEditorDialog.axaml
index 1229a6de7..c2369953e 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/MaskEditorDialog.axaml
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/MaskEditorDialog.axaml
@@ -1,35 +1,50 @@
-<controls:UserControlBase xmlns="https://github.com/avaloniaui"
-                          xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
-                          xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
-                          xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
-                          xmlns:mocks="clr-namespace:StabilityMatrix.Avalonia.DesignData"
-                          xmlns:controls="clr-namespace:StabilityMatrix.Avalonia.Controls"
-                          xmlns:vmDialogs="clr-namespace:StabilityMatrix.Avalonia.ViewModels.Dialogs"
-                          xmlns:sg="clr-namespace:SpacedGridControl.Avalonia;assembly=SpacedGridControl.Avalonia"
-                          d:DataContext="{x:Static mocks:DesignData.MaskEditorViewModel}"
-                          x:DataType="vmDialogs:MaskEditorViewModel"
-                          mc:Ignorable="d" d:DesignWidth="800" d:DesignHeight="450"
-                          x:Class="StabilityMatrix.Avalonia.Views.Dialogs.MaskEditorDialog">
-    <sg:SpacedGrid RowDefinitions="Auto,*" Margin="0,8">
+<controls:UserControlBase
+    x:Class="StabilityMatrix.Avalonia.Views.Dialogs.MaskEditorDialog"
+    xmlns="https://github.com/avaloniaui"
+    xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+    xmlns:controls="clr-namespace:StabilityMatrix.Avalonia.Controls"
+    xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
+    xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
+    xmlns:mocks="clr-namespace:StabilityMatrix.Avalonia.DesignData"
+    xmlns:sg="clr-namespace:SpacedGridControl.Avalonia;assembly=SpacedGridControl.Avalonia"
+    xmlns:vmDialogs="clr-namespace:StabilityMatrix.Avalonia.ViewModels.Dialogs"
+    d:DataContext="{x:Static mocks:DesignData.MaskEditorViewModel}"
+    d:DesignHeight="950"
+    d:DesignWidth="800"
+    x:DataType="vmDialogs:MaskEditorViewModel"
+    mc:Ignorable="d">
+    <sg:SpacedGrid
+        Margin="0,8"
+        VerticalAlignment="Stretch"
+        RowDefinitions="Auto,*">
         <controls:Card>
-            <Grid ColumnDefinitions="*,Auto" Margin="8,0">
+            <Grid Margin="8,0" ColumnDefinitions="*,Auto">
                 <ToggleSwitch
+                    Grid.Column="0"
+                    HorizontalAlignment="Left"
                     IsChecked="{Binding IsMaskEnabled}"
-                    OnContent="Enabled" OffContent="Disabled" Grid.Column="0" HorizontalAlignment="Left"/>
-                <StackPanel 
+                    OffContent="Disabled"
+                    OnContent="Enabled" />
+                <StackPanel
                     Grid.Column="1"
-                    Orientation="Horizontal" Spacing="16">
-                    <Button Content="Load Mask" Command="{Binding DebugSelectFileLoadMaskCommand}" />
-                    <Button Content="Save Mask" Command="{Binding DebugSelectFileSaveMaskCommand}" />
-                    <ToggleButton 
-                        Content="Use Image Alpha Channel as Mask" 
-                        IsVisible="False"
-                        IsChecked="{Binding UseImageAlphaAsMask}"/>
+                    Orientation="Horizontal"
+                    Spacing="16">
+                    <Button Command="{Binding DebugSelectFileLoadMaskCommand}" Content="Load Mask" />
+                    <Button Command="{Binding DebugSelectFileSaveMaskCommand}" Content="Save Mask" />
+                    <ToggleButton
+                        Content="Use Image Alpha Channel as Mask"
+                        IsChecked="{Binding UseImageAlphaAsMask}"
+                        IsVisible="False" />
                 </StackPanel>
             </Grid>
         </controls:Card>
 
-        <controls:Card Padding="8,4,8,8" Grid.Row="1">
+        <controls:Card
+            Grid.Row="1"
+            MinHeight="500"
+            Margin="0,4"
+            Padding="8,4,8,8"
+            VerticalAlignment="Top">
             <controls:PaintCanvas DataContext="{Binding PaintCanvasViewModel, Mode=OneWay}" />
         </controls:Card>
 

From ff5f11bbd165925873ab796d33f0814d2a83eccd Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 22 Jan 2026 18:12:58 -0800
Subject: [PATCH 063/218] Add flip and fit functionality for image layers in
 LayeredMaskEditor

---
 .../Controls/Painting/PaintCanvas.axaml.cs    | 37 +++++++-
 .../Models/Inference/MaskLayer.cs             | 20 +++++
 .../Dialogs/LayeredMaskEditorViewModel.cs     | 86 ++++++++++++++++++-
 .../Dialogs/LayeredMaskEditorDialog.axaml     | 36 ++++++++
 4 files changed, 175 insertions(+), 4 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs
index d1555b397..2a960ed0f 100644
--- a/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs
+++ b/StabilityMatrix.Avalonia/Controls/Painting/PaintCanvas.axaml.cs
@@ -439,8 +439,43 @@ protected override void OnKeyDown(KeyEventArgs e)
             return;
         }
 
+        // Arrow key nudging when Move tool is selected
+        if (vm.IsMoveTool)
+        {
+            var nudgeAmount = e.KeyModifiers.HasFlag(KeyModifiers.Shift) ? 10.0 : 1.0;
+            double deltaX = 0,
+                deltaY = 0;
+
+            switch (e.Key)
+            {
+                case Key.Left:
+                    deltaX = -nudgeAmount;
+                    break;
+                case Key.Right:
+                    deltaX = nudgeAmount;
+                    break;
+                case Key.Up:
+                    deltaY = -nudgeAmount;
+                    break;
+                case Key.Down:
+                    deltaY = nudgeAmount;
+                    break;
+            }
+
+            if (deltaX != 0 || deltaY != 0)
+            {
+                // Get current offset, apply delta, and invoke callback
+                var currentOffset = vm.GetCurrentMoveOffset?.Invoke() ?? (0, 0);
+                vm.OnMoveToolDrag?.Invoke(currentOffset.X + deltaX, currentOffset.Y + deltaY);
+                RefreshCanvas();
+                e.Handled = true;
+                return;
+            }
+        }
+
         // Skip tool shortcuts if modifiers are held (to not interfere with other shortcuts)
-        if (e.KeyModifiers != KeyModifiers.None)
+        // But allow Shift for arrow key nudging (handled above)
+        if (e.KeyModifiers != KeyModifiers.None && e.KeyModifiers != KeyModifiers.Shift)
             return;
 
         switch (e.Key)
diff --git a/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs b/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
index 1e1092c27..8376630ea 100644
--- a/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
+++ b/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
@@ -132,6 +132,18 @@ public partial class MaskLayer : ObservableObject, IJsonLoadableState
     [ObservableProperty]
     private double imageOffsetY;
 
+    /// <summary>
+    /// Whether the image layer is flipped horizontally (mirrored).
+    /// </summary>
+    [ObservableProperty]
+    private bool isFlippedHorizontally;
+
+    /// <summary>
+    /// Whether the image layer is flipped vertically.
+    /// </summary>
+    [ObservableProperty]
+    private bool isFlippedVertically;
+
     /// <summary>
     /// The prompt text for this layer's region.
     /// </summary>
@@ -322,6 +334,12 @@ public void LoadStateFromJsonObject(System.Text.Json.Nodes.JsonObject state)
         if (state.TryGetPropertyValue("imageOffsetY", out var offsetYNode))
             ImageOffsetY = offsetYNode?.GetValue<double>() ?? 0.0;
 
+        if (state.TryGetPropertyValue("isFlippedHorizontally", out var flipHNode))
+            IsFlippedHorizontally = flipHNode?.GetValue<bool>() ?? false;
+
+        if (state.TryGetPropertyValue("isFlippedVertically", out var flipVNode))
+            IsFlippedVertically = flipVNode?.GetValue<bool>() ?? false;
+
         if (state.TryGetPropertyValue("prompt", out var promptNode))
             Prompt = promptNode?.GetValue<string>() ?? string.Empty;
 
@@ -389,6 +407,8 @@ public System.Text.Json.Nodes.JsonObject SaveStateToJsonObject()
             state["imageScale"] = ImageScale;
             state["imageOffsetX"] = ImageOffsetX;
             state["imageOffsetY"] = ImageOffsetY;
+            state["isFlippedHorizontally"] = IsFlippedHorizontally;
+            state["isFlippedVertically"] = IsFlippedVertically;
         }
 
         if (Paths.Count > 0)
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
index cfba6d068..f0990665c 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
@@ -69,7 +69,7 @@ public partial class LayeredMaskEditorViewModel : LoadableViewModelBase, IDispos
 
     /// <summary>
     ///     Cached bitmap for the currently selected image layer.
-    ///     Invalidated when source image, scale, opacity, offset, or canvas size changes.
+    ///     Invalidated when source image, scale, opacity, offset, flip, or canvas size changes.
     /// </summary>
     private SKBitmap? _cachedImageLayerBitmap;
     private MaskLayer? _cachedImageLayerSource;
@@ -78,6 +78,8 @@ public partial class LayeredMaskEditorViewModel : LoadableViewModelBase, IDispos
     private double _cachedImageLayerOpacity;
     private double _cachedImageLayerOffsetX;
     private double _cachedImageLayerOffsetY;
+    private bool _cachedImageLayerFlipH;
+    private bool _cachedImageLayerFlipV;
     private Size _cachedImageLayerCanvasSize;
 
     /// <summary>
@@ -243,6 +245,58 @@ private void CenterImageLayer()
         SyncSelectedLayerToCanvas();
     }
 
+    /// <summary>
+    ///     Toggles horizontal flip for the selected image layer.
+    /// </summary>
+    [RelayCommand]
+    private void FlipImageHorizontally()
+    {
+        if (SelectedLayer is not { LayerType: MaskLayerType.Image })
+            return;
+
+        SelectedLayer.IsFlippedHorizontally = !SelectedLayer.IsFlippedHorizontally;
+        SyncSelectedLayerToCanvas();
+    }
+
+    /// <summary>
+    ///     Toggles vertical flip for the selected image layer.
+    /// </summary>
+    [RelayCommand]
+    private void FlipImageVertically()
+    {
+        if (SelectedLayer is not { LayerType: MaskLayerType.Image })
+            return;
+
+        SelectedLayer.IsFlippedVertically = !SelectedLayer.IsFlippedVertically;
+        SyncSelectedLayerToCanvas();
+    }
+
+    /// <summary>
+    ///     Scales the selected image layer to fit within the canvas bounds while maintaining aspect ratio.
+    /// </summary>
+    [RelayCommand]
+    private void FitImageToCanvas()
+    {
+        if (SelectedLayer is not { LayerType: MaskLayerType.Image, SourceImage: { } sourceImage })
+            return;
+
+        if (CanvasSize == Size.Empty)
+            return;
+
+        // Calculate scale to fit image within canvas (maintaining aspect ratio)
+        var scaleX = (double)CanvasSize.Width / sourceImage.Width;
+        var scaleY = (double)CanvasSize.Height / sourceImage.Height;
+        var fitScale = Math.Min(scaleX, scaleY);
+
+        // Clamp to valid range (0.1 to 3.0)
+        fitScale = Math.Clamp(fitScale, 0.1, 3.0);
+
+        SelectedLayer.ImageScale = fitScale;
+        SelectedLayer.ImageOffsetX = 0;
+        SelectedLayer.ImageOffsetY = 0;
+        SyncSelectedLayerToCanvas();
+    }
+
     /// <summary>
     ///     Selects an image from the recent images panel for the current image layer.
     /// </summary>
@@ -1033,6 +1087,8 @@ private void DuplicateLayer()
             ImageScale = SelectedLayer.ImageScale,
             ImageOffsetX = SelectedLayer.ImageOffsetX,
             ImageOffsetY = SelectedLayer.ImageOffsetY,
+            IsFlippedHorizontally = SelectedLayer.IsFlippedHorizontally,
+            IsFlippedVertically = SelectedLayer.IsFlippedVertically,
         };
 
         // Subscribe to layer property changes
@@ -1311,6 +1367,8 @@ _cachedImageLayerBitmap is not null
             && Math.Abs(_cachedImageLayerOpacity - layer.Opacity) < 0.001
             && Math.Abs(_cachedImageLayerOffsetX - layer.ImageOffsetX) < 0.001
             && Math.Abs(_cachedImageLayerOffsetY - layer.ImageOffsetY) < 0.001
+            && _cachedImageLayerFlipH == layer.IsFlippedHorizontally
+            && _cachedImageLayerFlipV == layer.IsFlippedVertically
             && _cachedImageLayerCanvasSize == CanvasSize
         )
         {
@@ -1341,6 +1399,8 @@ _cachedImageLayerBitmap is not null
         _cachedImageLayerOpacity = layer.Opacity;
         _cachedImageLayerOffsetX = layer.ImageOffsetX;
         _cachedImageLayerOffsetY = layer.ImageOffsetY;
+        _cachedImageLayerFlipH = layer.IsFlippedHorizontally;
+        _cachedImageLayerFlipV = layer.IsFlippedVertically;
         _cachedImageLayerCanvasSize = CanvasSize;
 
         return bitmap;
@@ -1479,7 +1539,7 @@ private void RenderLayerToCanvas(SKCanvas canvas, MaskLayer layer)
     }
 
     /// <summary>
-    ///     Renders an image layer with scaling and positioning.
+    ///     Renders an image layer with scaling, positioning, and optional flipping.
     /// </summary>
     private void RenderImageLayer(SKCanvas canvas, MaskLayer layer, byte alpha)
     {
@@ -1506,7 +1566,27 @@ private void RenderImageLayer(SKCanvas canvas, MaskLayer layer, byte alpha)
         paint.IsAntialias = true;
         paint.FilterQuality = SKFilterQuality.High;
 
-        canvas.DrawBitmap(bitmap, destRect, paint);
+        // Apply flip transforms if needed
+        if (layer.IsFlippedHorizontally || layer.IsFlippedVertically)
+        {
+            canvas.Save();
+
+            // Calculate center of the image for flip transformation
+            var centerX = offsetX + scaledWidth / 2f;
+            var centerY = offsetY + scaledHeight / 2f;
+
+            // Translate to center, scale (flip), translate back
+            canvas.Translate(centerX, centerY);
+            canvas.Scale(layer.IsFlippedHorizontally ? -1 : 1, layer.IsFlippedVertically ? -1 : 1);
+            canvas.Translate(-centerX, -centerY);
+
+            canvas.DrawBitmap(bitmap, destRect, paint);
+            canvas.Restore();
+        }
+        else
+        {
+            canvas.DrawBitmap(bitmap, destRect, paint);
+        }
     }
 
     /// <summary>
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
index d771f6e27..7e8ce0f99 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
@@ -609,6 +609,42 @@
                                                             </StackPanel>
                                                         </Button>
                                                     </Grid>
+                                                    <!--  Flip and Fit buttons row  -->
+                                                    <StackPanel
+                                                        IsVisible="{Binding HasImage}"
+                                                        Orientation="Horizontal"
+                                                        Spacing="4">
+                                                        <Button
+                                                            Padding="8,4"
+                                                            Classes="transparent"
+                                                            Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).FlipImageHorizontallyCommand}"
+                                                            ToolTip.Tip="Flip horizontally (mirror)">
+                                                            <StackPanel Orientation="Horizontal" Spacing="4">
+                                                                <fluentIcons:SymbolIcon FontSize="14" Symbol="FlipHorizontal" />
+                                                                <TextBlock FontSize="11" Text="Flip H" />
+                                                            </StackPanel>
+                                                        </Button>
+                                                        <Button
+                                                            Padding="8,4"
+                                                            Classes="transparent"
+                                                            Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).FlipImageVerticallyCommand}"
+                                                            ToolTip.Tip="Flip vertically">
+                                                            <StackPanel Orientation="Horizontal" Spacing="4">
+                                                                <fluentIcons:SymbolIcon FontSize="14" Symbol="FlipVertical" />
+                                                                <TextBlock FontSize="11" Text="Flip V" />
+                                                            </StackPanel>
+                                                        </Button>
+                                                        <Button
+                                                            Padding="8,4"
+                                                            Classes="transparent"
+                                                            Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).FitImageToCanvasCommand}"
+                                                            ToolTip.Tip="Fit image to canvas size">
+                                                            <StackPanel Orientation="Horizontal" Spacing="4">
+                                                                <fluentIcons:SymbolIcon FontSize="14" Symbol="FullScreenMaximize" />
+                                                                <TextBlock FontSize="11" Text="Fit" />
+                                                            </StackPanel>
+                                                        </Button>
+                                                    </StackPanel>
                                                 </StackPanel>
 
                                                 <!--  Row 1: Paint layer: Strength + Opacity + Cond Area  -->

From 0b2325c19ec01dcb35bdb7dd4e6ff8b3aa565e11 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Fri, 23 Jan 2026 00:14:03 -0800
Subject: [PATCH 064/218] Add IPipWheelService to BaseGitPackage and related
 classes for pip wheel installations & fix some issues from github

---
 CHANGELOG.md                                  |   6 +-
 StabilityMatrix.Avalonia/App.axaml.cs         |  25 +
 .../DesignData/MockLaunchPageViewModel.cs     |   4 +-
 .../Helpers/UnixPrerequisiteHelper.cs         |  19 +-
 .../Helpers/WindowsPrerequisiteHelper.cs      |   8 +
 .../Dialogs/OneClickInstallViewModel.cs       |  12 +-
 .../ViewModels/MainWindowViewModel.cs         |   6 +-
 .../PackageManager/PackageCardViewModel.cs    |  14 +-
 .../Helper/Factory/PackageFactory.cs          |  92 ++-
 .../PackageModification/ActionPackageStep.cs  |  20 +
 .../Models/Packages/A3WebUI.cs                |  34 +-
 .../Models/Packages/AiToolkit.cs              |  13 +-
 .../Models/Packages/BaseGitPackage.cs         |   5 +-
 .../Models/Packages/Cogstudio.cs              |  15 +-
 .../Models/Packages/ComfyUI.cs                |  94 ++-
 .../Models/Packages/ComfyZluda.cs             |  17 +-
 .../Models/Packages/DankDiffusion.cs          |  12 +-
 .../Models/Packages/FluxGym.cs                |  13 +-
 .../Models/Packages/FocusControlNet.cs        |  13 +-
 .../Models/Packages/Fooocus.cs                |  14 +-
 .../Models/Packages/FooocusMre.cs             |  13 +-
 .../Models/Packages/ForgeAmdGpu.cs            |  15 +-
 .../Models/Packages/ForgeClassic.cs           | 148 ++++-
 .../Models/Packages/ForgeNeo.cs               |  16 +-
 .../Models/Packages/FramePack.cs              |  13 +-
 .../Models/Packages/FramePackStudio.cs        |  13 +-
 .../Models/Packages/InvokeAI.cs               |  13 +-
 .../Models/Packages/KohyaSs.cs                |  13 +-
 .../Models/Packages/Mashb1tFooocus.cs         |  13 +-
 .../Models/Packages/OneTrainer.cs             |  13 +-
 .../Models/Packages/Reforge.cs                |  13 +-
 .../Models/Packages/RuinedFooocus.cs          |  13 +-
 .../Models/Packages/SDWebForge.cs             |  15 +-
 StabilityMatrix.Core/Models/Packages/Sdfx.cs  |  13 +-
 .../Models/Packages/SimpleSDXL.cs             |  45 +-
 .../Packages/StableDiffusionDirectMl.cs       |  15 +-
 .../Models/Packages/StableDiffusionUx.cs      |  13 +-
 .../Models/Packages/StableSwarm.cs            |  13 +-
 .../Models/Packages/VladAutomatic.cs          |  15 +-
 .../Models/Packages/VoltaML.cs                |  13 +-
 .../Models/Packages/Wan2GP.cs                 |  89 ++-
 .../Services/IPipWheelService.cs              |  55 ++
 .../Services/PipWheelService.cs               | 588 ++++++++++++++++++
 .../Helper/PackageFactoryTests.cs             |  16 +-
 44 files changed, 1403 insertions(+), 219 deletions(-)
 create mode 100644 StabilityMatrix.Core/Models/PackageModification/ActionPackageStep.cs
 create mode 100644 StabilityMatrix.Core/Services/IPipWheelService.cs
 create mode 100644 StabilityMatrix.Core/Services/PipWheelService.cs

diff --git a/CHANGELOG.md b/CHANGELOG.md
index bec495769..8fce6fff5 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -11,8 +11,12 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Added legacy Python warning when launching InvokeAI installations using Python 3.10.11
 ### Changed
 - Disabled update checking for legacy InvokeAI installations using Python 3.10.11
-### Fixed
 - Hide rating stars in the Civitai browser page if no rating is available
+### Fixed
+- Fixed [#1513](https://github.com/LykosAI/StabilityMatrix/issues/1513), [#1518](https://github.com/LykosAI/StabilityMatrix/issues/1518) - Forge Neo update breaking things\
+- Fixed [#1505](https://github.com/LykosAI/StabilityMatrix/issues/1505) - incorrect port argument for Wan2GP
+- Possibly fix [#1502](https://github.com/LykosAI/StabilityMatrix/issues/1502) - English fonts not displaying correctly on Linux in Chinese environments
+- Fixed [#1499](https://github.com/LykosAI/StabilityMatrix/issues/1499), [#1494](https://github.com/LykosAI/StabilityMatrix/issues/1494) - Automatic1111 using old stable diffusion repo
 
 ## v2.16.0-dev.1
 ### Added
diff --git a/StabilityMatrix.Avalonia/App.axaml.cs b/StabilityMatrix.Avalonia/App.axaml.cs
index 83a098404..c586c23d8 100644
--- a/StabilityMatrix.Avalonia/App.axaml.cs
+++ b/StabilityMatrix.Avalonia/App.axaml.cs
@@ -252,6 +252,28 @@ public FontFamily GetPlatformDefaultFontFamily()
                 fonts.Add("Helvetica Neue");
                 fonts.Add("Helvetica");
             }
+            else if (Compat.IsLinux)
+            {
+                // For Chinese locales, prioritize CJK-capable fonts first
+                if (Cultures.Current?.Name is "zh-Hans" or "zh-Hant")
+                {
+                    // Common Chinese fonts on Linux systems
+                    fonts.Add("Noto Sans CJK SC");
+                    fonts.Add("Noto Sans CJK TC");
+                    fonts.Add("Source Han Sans");
+                    fonts.Add("WenQuanYi Micro Hei");
+                    fonts.Add("WenQuanYi Zen Hei");
+                }
+
+                // Add common Linux fonts
+                fonts.Add("Ubuntu");
+                fonts.Add("DejaVu Sans");
+
+                // Fallback to system default
+                fonts.Add(FontFamily.Default.Name);
+
+                return new FontFamily(string.Join(",", fonts));
+            }
             else
             {
                 return FontFamily.Default;
@@ -283,6 +305,9 @@ private void Setup()
             Logger.Debug("ActivatableLifetime available, setting up activation protocol handlers");
             activatableLifetime.Activated += OnActivated;
         }
+
+        // Update font when culture/language changes
+        EventManager.Instance.CultureChanged += (_, _) => SetFontFamily(GetPlatformDefaultFontFamily());
     }
 
     private void ShowMainWindow()
diff --git a/StabilityMatrix.Avalonia/DesignData/MockLaunchPageViewModel.cs b/StabilityMatrix.Avalonia/DesignData/MockLaunchPageViewModel.cs
index b6b406c95..a10f44007 100644
--- a/StabilityMatrix.Avalonia/DesignData/MockLaunchPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/DesignData/MockLaunchPageViewModel.cs
@@ -36,13 +36,13 @@ IServiceManager<ViewModelBase> dialogFactory
     public override BasePackage? SelectedBasePackage =>
         SelectedPackage?.PackageName != "dank-diffusion"
             ? base.SelectedBasePackage
-            : new DankDiffusion(null!, null!, null!, null!, null!);
+            : new DankDiffusion(null!, null!, null!, null!, null!, null!);
 
     protected override Task LaunchImpl(string? command)
     {
         IsLaunchTeachingTipsOpen = false;
 
-        RunningPackage = new PackagePair(null!, new DankDiffusion(null!, null!, null!, null!, null!));
+        RunningPackage = new PackagePair(null!, new DankDiffusion(null!, null!, null!, null!, null!, null!));
 
         Console.Document.Insert(
             0,
diff --git a/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs b/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs
index 6488a87e7..8fd4f1758 100644
--- a/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs
+++ b/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs
@@ -283,7 +283,13 @@ private async Task RunGit(ProcessArgs args, string? workingDirectory = null)
         var result = await ProcessRunner.RunBashCommand(
             command,
             workingDirectory ?? string.Empty,
-            new Dictionary<string, string> { { "GIT_TERMINAL_PROMPT", "0" } }
+            new Dictionary<string, string>
+            {
+                { "GIT_TERMINAL_PROMPT", "0" },
+                // Set UTF-8 locale to handle Unicode characters in paths
+                { "LC_ALL", "C.UTF-8" },
+                { "LANG", "C.UTF-8" },
+            }
         );
         if (result.ExitCode != 0)
         {
@@ -386,7 +392,16 @@ public async Task InstallPythonIfNecessary(PyVersion version, IProgress<Progress
 
     public Task<ProcessResult> GetGitOutput(ProcessArgs args, string? workingDirectory = null)
     {
-        return ProcessRunner.RunBashCommand(args.Prepend("git"), workingDirectory ?? "");
+        return ProcessRunner.RunBashCommand(
+            args.Prepend("git"),
+            workingDirectory ?? "",
+            new Dictionary<string, string>
+            {
+                // Set UTF-8 locale to handle Unicode characters in paths
+                { "LC_ALL", "C.UTF-8" },
+                { "LANG", "C.UTF-8" },
+            }
+        );
     }
 
     private async Task<string> RunNode(
diff --git a/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs b/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
index cf74a1ff0..42698fdd1 100644
--- a/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
+++ b/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
@@ -161,6 +161,10 @@ public async Task RunGit(
             {
                 { "PATH", Compat.GetEnvPathWithExtensions(GitBinPath) },
                 { "GIT_TERMINAL_PROMPT", "0" },
+                // Set UTF-8 locale to handle Unicode characters in paths
+                // This helps Git load libcurl-4.dll when paths contain non-ASCII characters
+                { "LC_ALL", "C.UTF-8" },
+                { "LANG", "C.UTF-8" },
             }
         );
         await process.WaitForExitAsync().ConfigureAwait(false);
@@ -179,6 +183,10 @@ public Task<ProcessResult> GetGitOutput(ProcessArgs args, string? workingDirecto
             environmentVariables: new Dictionary<string, string>
             {
                 { "PATH", Compat.GetEnvPathWithExtensions(GitBinPath) },
+                // Set UTF-8 locale to handle Unicode characters in paths
+                // This helps Git load libcurl-4.dll when paths contain non-ASCII characters
+                { "LC_ALL", "C.UTF-8" },
+                { "LANG", "C.UTF-8" },
             }
         );
     }
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/OneClickInstallViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/OneClickInstallViewModel.cs
index 3a452c1a0..c1d790c13 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/OneClickInstallViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/OneClickInstallViewModel.cs
@@ -88,7 +88,8 @@ INavigationService<MainWindowViewModel> navigationService
         SubHeaderText = Resources.Text_OneClickInstaller_SubHeader;
         ShowInstallButton = true;
 
-        var filteredPackages = this.packageFactory.GetAllAvailablePackages()
+        var filteredPackages = this
+            .packageFactory.GetAllAvailablePackages()
             .Where(p => p is { OfferInOneClickInstaller: true, IsCompatible: true })
             .ToList();
 
@@ -134,7 +135,7 @@ private async Task DoInstall()
                 prerequisiteHelper,
                 SelectedPackage,
                 PyInstallationManager.Python_3_10_17
-            )
+            ),
         };
 
         // get latest version & download & install
@@ -160,6 +161,7 @@ private async Task DoInstall()
 
         var torchVersion = SelectedPackage.GetRecommendedTorchVersion();
         var recommendedSharedFolderMethod = SelectedPackage.RecommendedSharedFolderMethod;
+        var recommendedPython = SelectedPackage.RecommendedPythonVersion;
 
         var downloadStep = new DownloadPackageVersionStep(
             SelectedPackage,
@@ -179,7 +181,7 @@ private async Task DoInstall()
             LastUpdateCheck = DateTimeOffset.Now,
             PreferredTorchIndex = torchVersion,
             PreferredSharedFolderMethod = recommendedSharedFolderMethod,
-            PythonVersion = PyInstallationManager.Python_3_10_17.StringValue
+            PythonVersion = recommendedPython.StringValue,
         };
 
         var installStep = new InstallPackageStep(
@@ -190,7 +192,7 @@ private async Task DoInstall()
             {
                 SharedFolderMethod = recommendedSharedFolderMethod,
                 VersionOptions = downloadVersion,
-                PythonOptions = { TorchIndex = torchVersion }
+                PythonOptions = { TorchIndex = torchVersion, PythonVersion = recommendedPython },
             }
         );
         steps.Add(installStep);
@@ -209,7 +211,7 @@ private async Task DoInstall()
         {
             ShowDialogOnStart = true,
             HideCloseButton = true,
-            ModificationCompleteMessage = $"{SelectedPackage.DisplayName} installed successfully"
+            ModificationCompleteMessage = $"{SelectedPackage.DisplayName} installed successfully",
         };
         EventManager.Instance.OnPackageInstallProgressAdded(runner);
         await runner.ExecuteSteps(steps);
diff --git a/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs
index 48d4a4353..597e0b8de 100644
--- a/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs
@@ -179,6 +179,10 @@ protected override async Task OnInitialLoadedAsync()
         // Initialize Discord Rich Presence (this needs LibraryDir so is set here)
         discordRichPresenceService.UpdateState();
 
+        // Ensure GPU compute capability is populated before other components check it
+        // This must run early and be awaited to prevent race conditions with package initialization
+        await Task.Run(AddComputeCapabilityIfNecessary);
+
         // Load in-progress downloads
         ProgressManagerViewModel.AddDownloads(trackedDownloadService.Downloads);
 
@@ -275,8 +279,6 @@ settingsManager.Settings.Analytics.LastSeenConsentVersion is null
                 .SafeFireAndForget();
         }
 
-        Task.Run(AddComputeCapabilityIfNecessary).SafeFireAndForget();
-
         // Show what's new for updates
         if (settingsManager.Settings.UpdatingFromVersion is { } updatingFromVersion)
         {
diff --git a/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageCardViewModel.cs
index 9ff5ec852..a3cc2fda4 100644
--- a/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageCardViewModel.cs
@@ -484,7 +484,11 @@ public async Task Update()
                 new UpdatePackageOptions
                 {
                     VersionOptions = versionOptions,
-                    PythonOptions = { TorchIndex = Package.PreferredTorchIndex },
+                    PythonOptions =
+                    {
+                        TorchIndex = Package.PreferredTorchIndex,
+                        PythonVersion = PyVersion.TryParse(Package.PythonVersion, out var pv) ? pv : null,
+                    },
                 }
             );
             var steps = new List<IPackageStep> { updatePackageStep };
@@ -653,7 +657,13 @@ private async Task ChangeVersion()
                 new UpdatePackageOptions
                 {
                     VersionOptions = versionOptions,
-                    PythonOptions = { TorchIndex = Package.PreferredTorchIndex },
+                    PythonOptions =
+                    {
+                        TorchIndex = Package.PreferredTorchIndex,
+                        PythonVersion = PyVersion.TryParse(Package.PythonVersion, out var pyVer)
+                            ? pyVer
+                            : null,
+                    },
                 }
             );
             var steps = new List<IPackageStep> { updatePackageStep };
diff --git a/StabilityMatrix.Core/Helper/Factory/PackageFactory.cs b/StabilityMatrix.Core/Helper/Factory/PackageFactory.cs
index 9d759e3fb..118efa55c 100644
--- a/StabilityMatrix.Core/Helper/Factory/PackageFactory.cs
+++ b/StabilityMatrix.Core/Helper/Factory/PackageFactory.cs
@@ -17,6 +17,7 @@ public class PackageFactory : IPackageFactory
     private readonly IPyRunner pyRunner;
     private readonly IUvManager uvManager;
     private readonly IPyInstallationManager pyInstallationManager;
+    private readonly IPipWheelService pipWheelService;
 
     /// <summary>
     /// Mapping of package.Name to package
@@ -30,7 +31,8 @@ public PackageFactory(
         IDownloadService downloadService,
         IPrerequisiteHelper prerequisiteHelper,
         IPyInstallationManager pyInstallationManager,
-        IPyRunner pyRunner
+        IPyRunner pyRunner,
+        IPipWheelService pipWheelService
     )
     {
         this.githubApiCache = githubApiCache;
@@ -39,6 +41,7 @@ IPyRunner pyRunner
         this.prerequisiteHelper = prerequisiteHelper;
         this.pyRunner = pyRunner;
         this.pyInstallationManager = pyInstallationManager;
+        this.pipWheelService = pipWheelService;
         this.basePackages = basePackages.ToDictionary(x => x.Name);
     }
 
@@ -51,42 +54,48 @@ public BasePackage GetNewBasePackage(InstalledPackage installedPackage)
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "Fooocus" => new Fooocus(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "stable-diffusion-webui" => new A3WebUI(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "Fooocus-ControlNet-SDXL" => new FocusControlNet(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "Fooocus-MRE" => new FooocusMre(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "InvokeAI" => new InvokeAI(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "kohya_ss" => new KohyaSs(
                 githubApiCache,
@@ -94,161 +103,184 @@ public BasePackage GetNewBasePackage(InstalledPackage installedPackage)
                 downloadService,
                 prerequisiteHelper,
                 pyRunner,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "OneTrainer" => new OneTrainer(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "RuinedFooocus" => new RuinedFooocus(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "stable-diffusion-webui-forge" => new SDWebForge(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "stable-diffusion-webui-directml" => new StableDiffusionDirectMl(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "stable-diffusion-webui-ux" => new StableDiffusionUx(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "StableSwarmUI" => new StableSwarm(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "automatic" => new VladAutomatic(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "voltaML-fast-stable-diffusion" => new VoltaML(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "sdfx" => new Sdfx(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "mashb1t-fooocus" => new Mashb1tFooocus(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "reforge" => new Reforge(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "FluxGym" => new FluxGym(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "SimpleSDXL" => new SimpleSDXL(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "Cogstudio" => new Cogstudio(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "ComfyUI-Zluda" => new ComfyZluda(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "stable-diffusion-webui-amdgpu-forge" => new ForgeAmdGpu(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "forge-classic" => new ForgeClassic(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "forge-neo" => new ForgeNeo(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "framepack" => new FramePack(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "framepack-studio" => new FramePackStudio(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "ai-toolkit" => new AiToolkit(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             "Wan2GP" => new Wan2GP(
                 githubApiCache,
                 settingsManager,
                 downloadService,
                 prerequisiteHelper,
-                pyInstallationManager
+                pyInstallationManager,
+                pipWheelService
             ),
             _ => throw new ArgumentOutOfRangeException(nameof(installedPackage)),
         };
diff --git a/StabilityMatrix.Core/Models/PackageModification/ActionPackageStep.cs b/StabilityMatrix.Core/Models/PackageModification/ActionPackageStep.cs
new file mode 100644
index 000000000..33a632f8f
--- /dev/null
+++ b/StabilityMatrix.Core/Models/PackageModification/ActionPackageStep.cs
@@ -0,0 +1,20 @@
+using StabilityMatrix.Core.Models.Progress;
+
+namespace StabilityMatrix.Core.Models.PackageModification;
+
+/// <summary>
+/// A package step that wraps an async action, useful for ad-hoc operations
+/// that need to run within the PackageModificationRunner.
+/// </summary>
+public class ActionPackageStep(
+    Func<IProgress<ProgressReport>, Task> action,
+    string progressTitle = "Working..."
+) : IPackageStep
+{
+    public string ProgressTitle => progressTitle;
+
+    public async Task ExecuteAsync(IProgress<ProgressReport>? progress)
+    {
+        await action(progress ?? new Progress<ProgressReport>()).ConfigureAwait(false);
+    }
+}
diff --git a/StabilityMatrix.Core/Models/Packages/A3WebUI.cs b/StabilityMatrix.Core/Models/Packages/A3WebUI.cs
index 10d44e30c..c35f00aa5 100644
--- a/StabilityMatrix.Core/Models/Packages/A3WebUI.cs
+++ b/StabilityMatrix.Core/Models/Packages/A3WebUI.cs
@@ -1,4 +1,5 @@
-using System.Diagnostics.CodeAnalysis;
+using System.Collections.Immutable;
+using System.Diagnostics.CodeAnalysis;
 using System.Text.Json;
 using System.Text.Json.Nodes;
 using System.Text.RegularExpressions;
@@ -23,8 +24,17 @@ public class A3WebUI(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : BaseGitPackage(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : BaseGitPackage(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
 
@@ -38,11 +48,9 @@ IPyInstallationManager pyInstallationManager
     public override string LaunchCommand => "launch.py";
     public override Uri PreviewImageUri =>
         new("https://github.com/AUTOMATIC1111/stable-diffusion-webui/raw/master/screenshot.png");
-    public string RelativeArgsDefinitionScriptPath => "modules.cmd_args";
-
     public override PackageDifficulty InstallerSortOrder => PackageDifficulty.Simple;
-
     public override SharedFolderMethod RecommendedSharedFolderMethod => SharedFolderMethod.Symlink;
+    public override PackageType PackageType => PackageType.SdInference;
 
     // From https://github.com/AUTOMATIC1111/stable-diffusion-webui/tree/master/models
     public override Dictionary<SharedFolderType, IReadOnlyList<string>> SharedFolders =>
@@ -188,7 +196,7 @@ IPyInstallationManager pyInstallationManager
     public override IEnumerable<TorchIndex> AvailableTorchIndices =>
         [TorchIndex.Cpu, TorchIndex.Cuda, TorchIndex.Rocm, TorchIndex.Mps];
 
-    public override string MainBranch => "master";
+    public override string MainBranch => "dev";
 
     public override string OutputFolderName => "outputs";
 
@@ -266,6 +274,8 @@ public override async Task RunPackage(
         await SetupVenv(installLocation, pythonVersion: PyVersion.Parse(installedPackage.PythonVersion))
             .ConfigureAwait(false);
 
+        VenvRunner.UpdateEnvironmentVariables(GetEnvVars);
+
         void HandleConsoleOutput(ProcessOutput s)
         {
             onConsoleOutput?.Invoke(s);
@@ -296,6 +306,16 @@ void HandleConsoleOutput(ProcessOutput s)
     public override IReadOnlyList<string> ExtraLaunchArguments =>
         settingsManager.IsLibraryDirSet ? ["--gradio-allowed-path", settingsManager.ImagesDirectory] : [];
 
+    private ImmutableDictionary<string, string> GetEnvVars(ImmutableDictionary<string, string> env)
+    {
+        // Set the Stable Diffusion repository URL to a working fork
+        // This is required because the original Stability-AI/stablediffusion repo was removed
+        // See: https://github.com/AUTOMATIC1111/stable-diffusion-webui/discussions/17212
+        env = env.SetItem("STABLE_DIFFUSION_REPO", "https://github.com/w-e-w/stablediffusion.git");
+
+        return env;
+    }
+
     private class A3WebUiExtensionManager(A3WebUI package)
         : GitPackageExtensionManager(package.PrerequisiteHelper)
     {
diff --git a/StabilityMatrix.Core/Models/Packages/AiToolkit.cs b/StabilityMatrix.Core/Models/Packages/AiToolkit.cs
index fc1e388e7..b732dad75 100644
--- a/StabilityMatrix.Core/Models/Packages/AiToolkit.cs
+++ b/StabilityMatrix.Core/Models/Packages/AiToolkit.cs
@@ -21,8 +21,17 @@ public class AiToolkit(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : BaseGitPackage(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : BaseGitPackage(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     private AnsiProcess? npmProcess;
     private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
diff --git a/StabilityMatrix.Core/Models/Packages/BaseGitPackage.cs b/StabilityMatrix.Core/Models/Packages/BaseGitPackage.cs
index b247879af..1ae9834a4 100644
--- a/StabilityMatrix.Core/Models/Packages/BaseGitPackage.cs
+++ b/StabilityMatrix.Core/Models/Packages/BaseGitPackage.cs
@@ -29,6 +29,7 @@ public abstract class BaseGitPackage : BasePackage
     protected readonly IDownloadService DownloadService;
     protected readonly IPrerequisiteHelper PrerequisiteHelper;
     protected readonly IPyInstallationManager PyInstallationManager;
+    protected readonly IPipWheelService PipWheelService;
     public IPyVenvRunner? VenvRunner;
 
     public virtual string RepositoryName => Name;
@@ -68,7 +69,8 @@ protected BaseGitPackage(
         ISettingsManager settingsManager,
         IDownloadService downloadService,
         IPrerequisiteHelper prerequisiteHelper,
-        IPyInstallationManager pyInstallationManager
+        IPyInstallationManager pyInstallationManager,
+        IPipWheelService pipWheelService
     )
         : base(settingsManager)
     {
@@ -76,6 +78,7 @@ IPyInstallationManager pyInstallationManager
         DownloadService = downloadService;
         PrerequisiteHelper = prerequisiteHelper;
         PyInstallationManager = pyInstallationManager;
+        PipWheelService = pipWheelService;
     }
 
     public override async Task<DownloadPackageVersionOptions?> GetLatestVersion(
diff --git a/StabilityMatrix.Core/Models/Packages/Cogstudio.cs b/StabilityMatrix.Core/Models/Packages/Cogstudio.cs
index 4f088ff16..a030dbb79 100644
--- a/StabilityMatrix.Core/Models/Packages/Cogstudio.cs
+++ b/StabilityMatrix.Core/Models/Packages/Cogstudio.cs
@@ -16,8 +16,17 @@ public class Cogstudio(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : BaseGitPackage(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : BaseGitPackage(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     public override string Name => "Cogstudio";
     public override string DisplayName { get; set; } = "Cogstudio";
@@ -156,7 +165,7 @@ void HandleConsoleOutput(ProcessOutput s)
         }
 
         VenvRunner.RunDetached(
-            [Path.Combine(installLocation, options.Command ?? LaunchCommand), ..options.Arguments],
+            [Path.Combine(installLocation, options.Command ?? LaunchCommand), .. options.Arguments],
             HandleConsoleOutput,
             OnExit
         );
diff --git a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
index e9dc41e34..7b7cda7da 100644
--- a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
+++ b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
@@ -25,8 +25,17 @@ public class ComfyUI(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : BaseGitPackage(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : BaseGitPackage(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
     public override string Name => "ComfyUI";
@@ -833,26 +842,41 @@ private async Task InstallTritonAndSageAttention(InstalledPackage? installedPack
         if (installedPackage?.FullPath is null)
             return;
 
-        var installSageStep = new InstallSageAttentionStep(
-            DownloadService,
-            PrerequisiteHelper,
-            PyInstallationManager
-        )
-        {
-            InstalledPackage = installedPackage,
-            WorkingDirectory = new DirectoryPath(installedPackage.FullPath),
-            EnvironmentVariables = SettingsManager.Settings.EnvironmentVariables,
-            IsBlackwellGpu =
-                SettingsManager.Settings.PreferredGpu?.IsBlackwellGpu() ?? HardwareHelper.HasBlackwellGpu(),
-        };
-
         var runner = new PackageModificationRunner
         {
             ShowDialogOnStart = true,
             ModificationCompleteMessage = "Triton and SageAttention installed successfully",
         };
         EventManager.Instance.OnPackageInstallProgressAdded(runner);
-        await runner.ExecuteSteps([installSageStep]).ConfigureAwait(false);
+
+        await runner
+            .ExecuteSteps(
+                [
+                    new ActionPackageStep(
+                        async progress =>
+                        {
+                            await using var venvRunner = await SetupVenvPure(
+                                    installedPackage.FullPath,
+                                    pythonVersion: PyVersion.Parse(installedPackage.PythonVersion)
+                                )
+                                .ConfigureAwait(false);
+
+                            var gpuInfo =
+                                SettingsManager.Settings.PreferredGpu
+                                ?? HardwareHelper.IterGpuInfo().FirstOrDefault(x => x.IsNvidia);
+
+                            await PipWheelService
+                                .InstallTritonAsync(venvRunner, progress)
+                                .ConfigureAwait(false);
+                            await PipWheelService
+                                .InstallSageAttentionAsync(venvRunner, gpuInfo, progress)
+                                .ConfigureAwait(false);
+                        },
+                        "Installing Triton and SageAttention"
+                    ),
+                ]
+            )
+            .ConfigureAwait(false);
 
         if (runner.Failed)
             return;
@@ -898,24 +922,38 @@ private async Task InstallNunchaku(InstalledPackage? installedPackage)
         if (installedPackage?.FullPath is null)
             return;
 
-        var installNunchaku = new InstallNunchakuStep(PyInstallationManager)
-        {
-            InstalledPackage = installedPackage,
-            WorkingDirectory = new DirectoryPath(installedPackage.FullPath),
-            EnvironmentVariables = SettingsManager.Settings.EnvironmentVariables,
-            PreferredGpu =
-                SettingsManager.Settings.PreferredGpu
-                ?? HardwareHelper.IterGpuInfo().FirstOrDefault(x => x.IsNvidia || x.IsAmd),
-            ComfyExtensionManager = ExtensionManager,
-        };
-
         var runner = new PackageModificationRunner
         {
             ShowDialogOnStart = true,
             ModificationCompleteMessage = "Nunchaku installed successfully",
         };
         EventManager.Instance.OnPackageInstallProgressAdded(runner);
-        await runner.ExecuteSteps([installNunchaku]).ConfigureAwait(false);
+
+        await runner
+            .ExecuteSteps(
+                [
+                    new ActionPackageStep(
+                        async progress =>
+                        {
+                            await using var venvRunner = await SetupVenvPure(
+                                    installedPackage.FullPath,
+                                    pythonVersion: PyVersion.Parse(installedPackage.PythonVersion)
+                                )
+                                .ConfigureAwait(false);
+
+                            var gpuInfo =
+                                SettingsManager.Settings.PreferredGpu
+                                ?? HardwareHelper.IterGpuInfo().FirstOrDefault(x => x.IsNvidia || x.IsAmd);
+
+                            await PipWheelService
+                                .InstallNunchakuAsync(venvRunner, gpuInfo, progress)
+                                .ConfigureAwait(false);
+                        },
+                        "Installing Nunchaku"
+                    ),
+                ]
+            )
+            .ConfigureAwait(false);
     }
 
     private ImmutableDictionary<string, string> GetEnvVars(ImmutableDictionary<string, string> env)
diff --git a/StabilityMatrix.Core/Models/Packages/ComfyZluda.cs b/StabilityMatrix.Core/Models/Packages/ComfyZluda.cs
index 723db36ba..8cee6ce84 100644
--- a/StabilityMatrix.Core/Models/Packages/ComfyZluda.cs
+++ b/StabilityMatrix.Core/Models/Packages/ComfyZluda.cs
@@ -21,8 +21,17 @@ public class ComfyZluda(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : ComfyUI(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : ComfyUI(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     private const string ZludaPatchDownloadUrl =
         "https://github.com/lshqqytiger/ZLUDA/releases/download/rel.5e717459179dc272b7d7d23391f0fad66c7459cf/ZLUDA-nightly-windows-rocm6-amd64.zip";
@@ -93,9 +102,7 @@ public override List<LaunchOptionDefinition> LaunchOptions
                 },
             };
 
-            options.AddRange(
-                base.LaunchOptions.Where(x => x.Name != "Cross Attention Method")
-            );
+            options.AddRange(base.LaunchOptions.Where(x => x.Name != "Cross Attention Method"));
             return options;
         }
     }
diff --git a/StabilityMatrix.Core/Models/Packages/DankDiffusion.cs b/StabilityMatrix.Core/Models/Packages/DankDiffusion.cs
index ccc44c349..b8929fb64 100644
--- a/StabilityMatrix.Core/Models/Packages/DankDiffusion.cs
+++ b/StabilityMatrix.Core/Models/Packages/DankDiffusion.cs
@@ -15,9 +15,17 @@ public DankDiffusion(
         ISettingsManager settingsManager,
         IDownloadService downloadService,
         IPrerequisiteHelper prerequisiteHelper,
-        IPyInstallationManager pyInstallationManager
+        IPyInstallationManager pyInstallationManager,
+        IPipWheelService pipWheelService
     )
-        : base(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager) { }
+        : base(
+            githubApi,
+            settingsManager,
+            downloadService,
+            prerequisiteHelper,
+            pyInstallationManager,
+            pipWheelService
+        ) { }
 
     public override string Name => "dank-diffusion";
     public override string DisplayName { get; set; } = "Dank Diffusion";
diff --git a/StabilityMatrix.Core/Models/Packages/FluxGym.cs b/StabilityMatrix.Core/Models/Packages/FluxGym.cs
index 5c356f76d..177915582 100644
--- a/StabilityMatrix.Core/Models/Packages/FluxGym.cs
+++ b/StabilityMatrix.Core/Models/Packages/FluxGym.cs
@@ -17,8 +17,17 @@ public class FluxGym(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : BaseGitPackage(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : BaseGitPackage(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     public override string Name => "FluxGym";
     public override string DisplayName { get; set; } = "FluxGym";
diff --git a/StabilityMatrix.Core/Models/Packages/FocusControlNet.cs b/StabilityMatrix.Core/Models/Packages/FocusControlNet.cs
index 8b3a79d5d..ef465f0a7 100644
--- a/StabilityMatrix.Core/Models/Packages/FocusControlNet.cs
+++ b/StabilityMatrix.Core/Models/Packages/FocusControlNet.cs
@@ -12,8 +12,17 @@ public class FocusControlNet(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : Fooocus(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : Fooocus(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     public override string Name => "Fooocus-ControlNet-SDXL";
     public override string DisplayName { get; set; } = "Fooocus-ControlNet";
diff --git a/StabilityMatrix.Core/Models/Packages/Fooocus.cs b/StabilityMatrix.Core/Models/Packages/Fooocus.cs
index b2c0a6029..0972e33e7 100644
--- a/StabilityMatrix.Core/Models/Packages/Fooocus.cs
+++ b/StabilityMatrix.Core/Models/Packages/Fooocus.cs
@@ -18,8 +18,17 @@ public class Fooocus(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : BaseGitPackage(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : BaseGitPackage(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     public override string Name => "Fooocus";
     public override string DisplayName { get; set; } = "Fooocus";
@@ -29,6 +38,7 @@ IPyInstallationManager pyInstallationManager
     public override string LicenseType => "GPL-3.0";
     public override string LicenseUrl => "https://github.com/lllyasviel/Fooocus/blob/main/LICENSE";
     public override string LaunchCommand => "launch.py";
+    public override PackageType PackageType => PackageType.Legacy;
 
     public override Uri PreviewImageUri =>
         new(
diff --git a/StabilityMatrix.Core/Models/Packages/FooocusMre.cs b/StabilityMatrix.Core/Models/Packages/FooocusMre.cs
index a0b264b4f..653c41091 100644
--- a/StabilityMatrix.Core/Models/Packages/FooocusMre.cs
+++ b/StabilityMatrix.Core/Models/Packages/FooocusMre.cs
@@ -17,8 +17,17 @@ public class FooocusMre(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : BaseGitPackage(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : BaseGitPackage(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     public override string Name => "Fooocus-MRE";
     public override string DisplayName { get; set; } = "Fooocus-MRE";
diff --git a/StabilityMatrix.Core/Models/Packages/ForgeAmdGpu.cs b/StabilityMatrix.Core/Models/Packages/ForgeAmdGpu.cs
index 9c1a2632d..e07a8c8e2 100644
--- a/StabilityMatrix.Core/Models/Packages/ForgeAmdGpu.cs
+++ b/StabilityMatrix.Core/Models/Packages/ForgeAmdGpu.cs
@@ -20,8 +20,17 @@ public class ForgeAmdGpu(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : SDWebForge(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : SDWebForge(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     public override string Name => "stable-diffusion-webui-amdgpu-forge";
     public override string DisplayName => "Stable Diffusion WebUI AMDGPU Forge";
@@ -42,7 +51,7 @@ IPyInstallationManager pyInstallationManager
 
     public override bool IsCompatible => HardwareHelper.PreferDirectMLOrZluda();
 
-    public override PackageType PackageType => PackageType.SdInference;
+    public override PackageType PackageType => PackageType.Legacy;
 
     public override IEnumerable<PackagePrerequisite> Prerequisites =>
         base.Prerequisites.Concat([PackagePrerequisite.HipSdk]);
diff --git a/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs b/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
index 3766f48e6..3ed763ff5 100644
--- a/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
+++ b/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
@@ -1,9 +1,10 @@
-using System.Text;
-using Injectio.Attributes;
+using Injectio.Attributes;
+using NLog;
 using StabilityMatrix.Core.Helper;
 using StabilityMatrix.Core.Helper.Cache;
 using StabilityMatrix.Core.Helper.HardwareInfo;
 using StabilityMatrix.Core.Models.FileInterfaces;
+using StabilityMatrix.Core.Models.PackageModification;
 using StabilityMatrix.Core.Models.Progress;
 using StabilityMatrix.Core.Processes;
 using StabilityMatrix.Core.Python;
@@ -17,8 +18,17 @@ public class ForgeClassic(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : SDWebForge(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : SDWebForge(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     public override string Name => "forge-classic";
     public override string Author => "Haoming02";
@@ -31,11 +41,11 @@ IPyInstallationManager pyInstallationManager
         "https://github.com/Haoming02/sd-webui-forge-classic/blob/classic/LICENSE";
     public override Uri PreviewImageUri =>
         new("https://github.com/Haoming02/sd-webui-forge-classic/raw/classic/html/ui.webp");
-    public override PackageDifficulty InstallerSortOrder => PackageDifficulty.Recommended;
+    public override PackageDifficulty InstallerSortOrder => PackageDifficulty.ReallyRecommended;
     public override IEnumerable<TorchIndex> AvailableTorchIndices => [TorchIndex.Cuda];
     public override bool IsCompatible => HardwareHelper.HasNvidiaGpu();
     public override PyVersion RecommendedPythonVersion => Python.PyInstallationManager.Python_3_11_13;
-    public override PackageType PackageType => PackageType.SdInference;
+    public override PackageType PackageType => PackageType.Legacy;
 
     public override List<LaunchOptionDefinition> LaunchOptions =>
         [
@@ -100,7 +110,7 @@ IPyInstallationManager pyInstallationManager
                 Name = "Auto Launch",
                 Type = LaunchOptionType.Bool,
                 Description = "Set whether to auto launch the webui",
-                Options = { "--auto-launch" },
+                Options = { "--autolaunch" },
             },
             new()
             {
@@ -135,6 +145,24 @@ IPyInstallationManager pyInstallationManager
             [SharedFolderType.DiffusionModels] = ["models/Stable-diffusion/unet"],
         };
 
+    public override List<ExtraPackageCommand> GetExtraCommands()
+    {
+        var commands = new List<ExtraPackageCommand>();
+
+        if (Compat.IsWindows && SettingsManager.Settings.PreferredGpu?.IsAmpereOrNewerGpu() is true)
+        {
+            commands.Add(
+                new ExtraPackageCommand
+                {
+                    CommandName = "Install Triton and SageAttention",
+                    Command = InstallTritonAndSageAttention,
+                }
+            );
+        }
+
+        return commands;
+    }
+
     public override async Task InstallPackage(
         string installLocation,
         InstalledPackage installedPackage,
@@ -169,13 +197,16 @@ public override async Task InstallPackage(
         var config = new PipInstallConfig
         {
             RequirementsFilePaths = requirementsPaths,
-            TorchVersion = "<2.9.0",
-            TorchvisionVersion = "<0.24.0",
-            CudaIndex = isLegacyNvidia ? "cu126" : "cu128",
+            TorchVersion = "==2.9.1",
+            TorchvisionVersion = "==0.24.1",
+            XformersVersion = "==0.0.33.post2",
+            CudaIndex = isLegacyNvidia ? "cu126" : "cu130",
             UpgradePackages = true,
             ExtraPipArgs =
             [
                 "https://github.com/openai/CLIP/archive/d50d76daa670286dd6cacf3bcd80b5e4823fc8e1.zip",
+                "packaging==25.0",
+                "bitsandbytes==0.48.2",
             ],
             PostInstallPipArgs = ["numpy==1.26.4"],
         };
@@ -191,6 +222,103 @@ await StandardPipInstallProcessAsync(
             )
             .ConfigureAwait(false);
 
+        var gpuInfo =
+            SettingsManager.Settings.PreferredGpu
+            ?? HardwareHelper.IterGpuInfo().FirstOrDefault(x => x.IsNvidia);
+
+        // triton / sage disabled by default due to https://github.com/Haoming02/sd-webui-forge-classic/issues/612
+
+        // var tritonVersion = Compat.IsWindows ? "3.5.1.post22" : "3.5.1";
+        //
+        // await PipWheelService.InstallTritonAsync(venvRunner, progress, tritonVersion).ConfigureAwait(false);
+        // await PipWheelService.InstallSageAttentionAsync(venvRunner, gpuInfo, progress, "2.2.0").ConfigureAwait(false);
+        await PipWheelService.InstallFlashAttentionAsync(venvRunner, progress, "2.8.3").ConfigureAwait(false);
+        await PipWheelService
+            .InstallNunchakuAsync(venvRunner, gpuInfo, progress, "1.1.0")
+            .ConfigureAwait(false);
+
         progress?.Report(new ProgressReport(1f, "Install complete", isIndeterminate: false));
     }
+
+    private async Task InstallTritonAndSageAttention(InstalledPackage? installedPackage)
+    {
+        if (installedPackage?.FullPath is null)
+            return;
+
+        var runner = new PackageModificationRunner
+        {
+            ShowDialogOnStart = true,
+            ModificationCompleteMessage = "Triton and SageAttention installed successfully",
+        };
+        EventManager.Instance.OnPackageInstallProgressAdded(runner);
+
+        await runner
+            .ExecuteSteps(
+                [
+                    new ActionPackageStep(
+                        async progress =>
+                        {
+                            await using var venvRunner = await SetupVenvPure(
+                                    installedPackage.FullPath,
+                                    pythonVersion: PyVersion.Parse(installedPackage.PythonVersion)
+                                )
+                                .ConfigureAwait(false);
+
+                            var gpuInfo =
+                                SettingsManager.Settings.PreferredGpu
+                                ?? HardwareHelper.IterGpuInfo().FirstOrDefault(x => x.IsNvidia);
+
+                            var tritonVersion = Compat.IsWindows ? "3.5.1.post22" : "3.5.1";
+
+                            await PipWheelService
+                                .InstallTritonAsync(venvRunner, progress, tritonVersion)
+                                .ConfigureAwait(false);
+                            await PipWheelService
+                                .InstallSageAttentionAsync(venvRunner, gpuInfo, progress, "2.2.0")
+                                .ConfigureAwait(false);
+                        },
+                        "Installing Triton and SageAttention"
+                    ),
+                ]
+            )
+            .ConfigureAwait(false);
+
+        if (runner.Failed)
+            return;
+
+        await using var transaction = settingsManager.BeginTransaction();
+        var attentionOptions = transaction
+            .Settings.InstalledPackages.First(x => x.Id == installedPackage.Id)
+            .LaunchArgs?.Where(opt => opt.Name.Contains("attention", StringComparison.OrdinalIgnoreCase));
+
+        if (attentionOptions is not null)
+        {
+            foreach (var option in attentionOptions)
+            {
+                option.OptionValue = false;
+            }
+        }
+
+        var sageAttention = transaction
+            .Settings.InstalledPackages.First(x => x.Id == installedPackage.Id)
+            .LaunchArgs?.FirstOrDefault(opt => opt.Name.Contains("sage", StringComparison.OrdinalIgnoreCase));
+
+        if (sageAttention is not null)
+        {
+            sageAttention.OptionValue = true;
+        }
+        else
+        {
+            transaction
+                .Settings.InstalledPackages.First(x => x.Id == installedPackage.Id)
+                .LaunchArgs?.Add(
+                    new LaunchOption
+                    {
+                        Name = "--sage",
+                        Type = LaunchOptionType.Bool,
+                        OptionValue = true,
+                    }
+                );
+        }
+    }
 }
diff --git a/StabilityMatrix.Core/Models/Packages/ForgeNeo.cs b/StabilityMatrix.Core/Models/Packages/ForgeNeo.cs
index f73be9105..8c5d65fc5 100644
--- a/StabilityMatrix.Core/Models/Packages/ForgeNeo.cs
+++ b/StabilityMatrix.Core/Models/Packages/ForgeNeo.cs
@@ -12,11 +12,23 @@ public class ForgeNeo(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : ForgeClassic(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : ForgeClassic(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     public override string Name => "forge-neo";
     public override string DisplayName { get; set; } = "Stable Diffusion WebUI Forge - Neo";
     public override string MainBranch => "neo";
     public override PackageType PackageType => PackageType.SdInference;
+
+    public override string Blurb =>
+        "Neo mainly serves as an continuation for the \"latest\" version of Forge. Additionally, this fork is focused on optimization and usability, with the main goal of being the lightest WebUI without any bloatwares.";
 }
diff --git a/StabilityMatrix.Core/Models/Packages/FramePack.cs b/StabilityMatrix.Core/Models/Packages/FramePack.cs
index c80ed2ebd..32f4eed6b 100644
--- a/StabilityMatrix.Core/Models/Packages/FramePack.cs
+++ b/StabilityMatrix.Core/Models/Packages/FramePack.cs
@@ -18,8 +18,17 @@ public class FramePack(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : BaseGitPackage(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : BaseGitPackage(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     public override string Name => "framepack";
     public override string DisplayName { get; set; } = "FramePack";
diff --git a/StabilityMatrix.Core/Models/Packages/FramePackStudio.cs b/StabilityMatrix.Core/Models/Packages/FramePackStudio.cs
index 55ea5c02a..72640e7de 100644
--- a/StabilityMatrix.Core/Models/Packages/FramePackStudio.cs
+++ b/StabilityMatrix.Core/Models/Packages/FramePackStudio.cs
@@ -19,8 +19,17 @@ public class FramePackStudio(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : FramePack(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : FramePack(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     public override string Name => "framepack-studio";
     public override string DisplayName { get; set; } = "FramePack Studio";
diff --git a/StabilityMatrix.Core/Models/Packages/InvokeAI.cs b/StabilityMatrix.Core/Models/Packages/InvokeAI.cs
index 3f7cb24ff..ed0226df4 100644
--- a/StabilityMatrix.Core/Models/Packages/InvokeAI.cs
+++ b/StabilityMatrix.Core/Models/Packages/InvokeAI.cs
@@ -25,8 +25,17 @@ public class InvokeAI(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : BaseGitPackage(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : BaseGitPackage(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
     private const string RelativeRootPath = "invokeai-root";
diff --git a/StabilityMatrix.Core/Models/Packages/KohyaSs.cs b/StabilityMatrix.Core/Models/Packages/KohyaSs.cs
index 7c061f7f5..eee7305f4 100644
--- a/StabilityMatrix.Core/Models/Packages/KohyaSs.cs
+++ b/StabilityMatrix.Core/Models/Packages/KohyaSs.cs
@@ -18,8 +18,17 @@ public class KohyaSs(
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
     IPyRunner runner,
-    IPyInstallationManager pyInstallationManager
-) : BaseGitPackage(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : BaseGitPackage(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     public override string Name => "kohya_ss";
     public override string DisplayName { get; set; } = "kohya_ss";
diff --git a/StabilityMatrix.Core/Models/Packages/Mashb1tFooocus.cs b/StabilityMatrix.Core/Models/Packages/Mashb1tFooocus.cs
index 7cb92841d..f89935076 100644
--- a/StabilityMatrix.Core/Models/Packages/Mashb1tFooocus.cs
+++ b/StabilityMatrix.Core/Models/Packages/Mashb1tFooocus.cs
@@ -12,8 +12,17 @@ public class Mashb1tFooocus(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : Fooocus(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : Fooocus(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     public override string Name => "mashb1t-fooocus";
     public override string Author => "mashb1t";
diff --git a/StabilityMatrix.Core/Models/Packages/OneTrainer.cs b/StabilityMatrix.Core/Models/Packages/OneTrainer.cs
index bc330fa38..80c4e38b3 100644
--- a/StabilityMatrix.Core/Models/Packages/OneTrainer.cs
+++ b/StabilityMatrix.Core/Models/Packages/OneTrainer.cs
@@ -17,8 +17,17 @@ public class OneTrainer(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : BaseGitPackage(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : BaseGitPackage(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     public override string Name => "OneTrainer";
     public override string DisplayName { get; set; } = "OneTrainer";
diff --git a/StabilityMatrix.Core/Models/Packages/Reforge.cs b/StabilityMatrix.Core/Models/Packages/Reforge.cs
index 71be0f84a..ff6429051 100644
--- a/StabilityMatrix.Core/Models/Packages/Reforge.cs
+++ b/StabilityMatrix.Core/Models/Packages/Reforge.cs
@@ -12,8 +12,17 @@ public class Reforge(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : SDWebForge(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : SDWebForge(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     public override string Name => "reforge";
     public override string Author => "Panchovix";
diff --git a/StabilityMatrix.Core/Models/Packages/RuinedFooocus.cs b/StabilityMatrix.Core/Models/Packages/RuinedFooocus.cs
index dd3fb2208..51c276b29 100644
--- a/StabilityMatrix.Core/Models/Packages/RuinedFooocus.cs
+++ b/StabilityMatrix.Core/Models/Packages/RuinedFooocus.cs
@@ -16,8 +16,17 @@ public class RuinedFooocus(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : Fooocus(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : Fooocus(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     public override string Name => "RuinedFooocus";
     public override string DisplayName { get; set; } = "RuinedFooocus";
diff --git a/StabilityMatrix.Core/Models/Packages/SDWebForge.cs b/StabilityMatrix.Core/Models/Packages/SDWebForge.cs
index 09d33024c..d0fcac139 100644
--- a/StabilityMatrix.Core/Models/Packages/SDWebForge.cs
+++ b/StabilityMatrix.Core/Models/Packages/SDWebForge.cs
@@ -18,8 +18,17 @@ public class SDWebForge(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : A3WebUI(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : A3WebUI(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     public override string Name => "stable-diffusion-webui-forge";
     public override string DisplayName { get; set; } = "Stable Diffusion WebUI Forge";
@@ -36,7 +45,7 @@ IPyInstallationManager pyInstallationManager
     public override string MainBranch => "main";
     public override bool ShouldIgnoreReleases => true;
     public override IPackageExtensionManager ExtensionManager => null;
-    public override PackageDifficulty InstallerSortOrder => PackageDifficulty.ReallyRecommended;
+    public override PackageDifficulty InstallerSortOrder => PackageDifficulty.Simple;
     public override PackageType PackageType => PackageType.Legacy;
 
     public override List<LaunchOptionDefinition> LaunchOptions =>
diff --git a/StabilityMatrix.Core/Models/Packages/Sdfx.cs b/StabilityMatrix.Core/Models/Packages/Sdfx.cs
index d7153c1a7..fe185dd2a 100644
--- a/StabilityMatrix.Core/Models/Packages/Sdfx.cs
+++ b/StabilityMatrix.Core/Models/Packages/Sdfx.cs
@@ -21,8 +21,17 @@ public class Sdfx(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : BaseGitPackage(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : BaseGitPackage(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     public override string Name => "sdfx";
     public override string DisplayName { get; set; } = "SDFX";
diff --git a/StabilityMatrix.Core/Models/Packages/SimpleSDXL.cs b/StabilityMatrix.Core/Models/Packages/SimpleSDXL.cs
index 3e748f1d5..d9c12f0bb 100644
--- a/StabilityMatrix.Core/Models/Packages/SimpleSDXL.cs
+++ b/StabilityMatrix.Core/Models/Packages/SimpleSDXL.cs
@@ -16,8 +16,17 @@ public class SimpleSDXL(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : Fooocus(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : Fooocus(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     public override string Name => "SimpleSDXL";
     public override string DisplayName { get; set; } = "SimpleSDXL";
@@ -52,7 +61,7 @@ IPyInstallationManager pyInstallationManager
                 PublishedDate = DateTimeOffset.Parse("2025-01-11"),
                 InfoUrl = new Uri("https://github.com/metercai/SimpleSDXL/issues/97"),
                 AffectedVersions = ["*"], // Affects all versions
-            }
+            },
         ];
 
     public override List<LaunchOptionDefinition> LaunchOptions =>
@@ -68,7 +77,7 @@ IPyInstallationManager pyInstallationManager
                     "--preset realistic",
                     "--preset Flux",
                     "--preset Kolors",
-                    "--preset pony_v6"
+                    "--preset pony_v6",
                 },
             },
             new()
@@ -77,28 +86,28 @@ IPyInstallationManager pyInstallationManager
                 Type = LaunchOptionType.String,
                 Description = "Translate UI using json files in [language] folder.",
                 InitialValue = "en",
-                Options = { "--language" }
+                Options = { "--language" },
             },
             new()
             {
                 Name = "Port",
                 Type = LaunchOptionType.String,
                 Description = "Sets the listen port",
-                Options = { "--port" }
+                Options = { "--port" },
             },
             new()
             {
                 Name = "Share",
                 Type = LaunchOptionType.Bool,
                 Description = "Set whether to share on Gradio",
-                Options = { "--share" }
+                Options = { "--share" },
             },
             new()
             {
                 Name = "Listen",
                 Type = LaunchOptionType.String,
                 Description = "Set the listen interface",
-                Options = { "--listen" }
+                Options = { "--listen" },
             },
             new()
             {
@@ -106,7 +115,7 @@ IPyInstallationManager pyInstallationManager
                 Description = "Disables downloading models for presets",
                 DefaultValue = false,
                 Type = LaunchOptionType.Bool,
-                Options = { "--disable-preset-download" }
+                Options = { "--disable-preset-download" },
             },
             new()
             {
@@ -114,7 +123,7 @@ IPyInstallationManager pyInstallationManager
                 Description = "Launches the UI with light or dark theme",
                 Type = LaunchOptionType.String,
                 DefaultValue = "dark",
-                Options = { "--theme" }
+                Options = { "--theme" },
             },
             new()
             {
@@ -123,28 +132,28 @@ IPyInstallationManager pyInstallationManager
                     "Force loading models to vram when the unload can be avoided. Some Mac users may need this.",
                 Type = LaunchOptionType.Bool,
                 InitialValue = Compat.IsMacOS,
-                Options = { "--disable-offload-from-vram" }
+                Options = { "--disable-offload-from-vram" },
             },
             new()
             {
                 Name = "Disable image log",
                 Description = "Prevent writing images and logs to the outputs folder.",
                 Type = LaunchOptionType.Bool,
-                Options = { "--disable-image-log" }
+                Options = { "--disable-image-log" },
             },
             new()
             {
                 Name = "Disable metadata",
                 Description = "Disables saving metadata to images.",
                 Type = LaunchOptionType.Bool,
-                Options = { "--disable-metadata" }
+                Options = { "--disable-metadata" },
             },
             new()
             {
                 Name = "Disable enhance output sorting",
                 Description = "Disables enhance output sorting for final image gallery.",
                 Type = LaunchOptionType.Bool,
-                Options = { "--disable-enhance-output-sorting" }
+                Options = { "--disable-enhance-output-sorting" },
             },
             new()
             {
@@ -152,7 +161,7 @@ IPyInstallationManager pyInstallationManager
                 Description = "Enables automatic description of uov and enhance image when prompt is empty",
                 DefaultValue = true,
                 Type = LaunchOptionType.Bool,
-                Options = { "--enable-auto-describe-image" }
+                Options = { "--enable-auto-describe-image" },
             },
             new()
             {
@@ -160,16 +169,16 @@ IPyInstallationManager pyInstallationManager
                 Description = "Always download newer models.",
                 DefaultValue = false,
                 Type = LaunchOptionType.Bool,
-                Options = { "--always-download-new-model" }
+                Options = { "--always-download-new-model" },
             },
             new()
             {
                 Name = "Disable comfyd",
                 Description = "Disable auto start comfyd server at launch",
                 Type = LaunchOptionType.Bool,
-                Options = { "--disable-comfyd" }
+                Options = { "--disable-comfyd" },
             },
-            LaunchOptionDefinition.Extras
+            LaunchOptionDefinition.Extras,
         ];
 
     public override async Task InstallPackage(
diff --git a/StabilityMatrix.Core/Models/Packages/StableDiffusionDirectMl.cs b/StabilityMatrix.Core/Models/Packages/StableDiffusionDirectMl.cs
index 6b4ee0de3..2f5c5309a 100644
--- a/StabilityMatrix.Core/Models/Packages/StableDiffusionDirectMl.cs
+++ b/StabilityMatrix.Core/Models/Packages/StableDiffusionDirectMl.cs
@@ -17,8 +17,17 @@ public class StableDiffusionDirectMl(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : A3WebUI(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : A3WebUI(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
 
@@ -51,7 +60,7 @@ public override List<LaunchOptionDefinition> LaunchOptions
                     Name = "Use DirectML",
                     Type = LaunchOptionType.Bool,
                     InitialValue = HardwareHelper.PreferDirectMLOrZluda(),
-                    Options = ["--use-directml"]
+                    Options = ["--use-directml"],
                 }
             );
 
diff --git a/StabilityMatrix.Core/Models/Packages/StableDiffusionUx.cs b/StabilityMatrix.Core/Models/Packages/StableDiffusionUx.cs
index 0c98b6430..4017ec6f6 100644
--- a/StabilityMatrix.Core/Models/Packages/StableDiffusionUx.cs
+++ b/StabilityMatrix.Core/Models/Packages/StableDiffusionUx.cs
@@ -21,8 +21,17 @@ public class StableDiffusionUx(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : BaseGitPackage(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : BaseGitPackage(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
 
diff --git a/StabilityMatrix.Core/Models/Packages/StableSwarm.cs b/StabilityMatrix.Core/Models/Packages/StableSwarm.cs
index 1af332565..80fbf61f4 100644
--- a/StabilityMatrix.Core/Models/Packages/StableSwarm.cs
+++ b/StabilityMatrix.Core/Models/Packages/StableSwarm.cs
@@ -22,8 +22,17 @@ public class StableSwarm(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : BaseGitPackage(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : BaseGitPackage(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     private Process? dotnetProcess;
 
diff --git a/StabilityMatrix.Core/Models/Packages/VladAutomatic.cs b/StabilityMatrix.Core/Models/Packages/VladAutomatic.cs
index 33449512d..691f92a2e 100644
--- a/StabilityMatrix.Core/Models/Packages/VladAutomatic.cs
+++ b/StabilityMatrix.Core/Models/Packages/VladAutomatic.cs
@@ -23,8 +23,17 @@ public class VladAutomatic(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : BaseGitPackage(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : BaseGitPackage(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
 
@@ -40,7 +49,7 @@ IPyInstallationManager pyInstallationManager
     public override bool ShouldIgnoreReleases => true;
 
     public override SharedFolderMethod RecommendedSharedFolderMethod => SharedFolderMethod.Symlink;
-    public override PackageDifficulty InstallerSortOrder => PackageDifficulty.Expert;
+    public override PackageDifficulty InstallerSortOrder => PackageDifficulty.Advanced;
     public override PyVersion RecommendedPythonVersion => Python.PyInstallationManager.Python_3_12_10;
 
     public override IEnumerable<TorchIndex> AvailableTorchIndices =>
diff --git a/StabilityMatrix.Core/Models/Packages/VoltaML.cs b/StabilityMatrix.Core/Models/Packages/VoltaML.cs
index df3368caf..4168f2e2c 100644
--- a/StabilityMatrix.Core/Models/Packages/VoltaML.cs
+++ b/StabilityMatrix.Core/Models/Packages/VoltaML.cs
@@ -16,8 +16,17 @@ public class VoltaML(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : BaseGitPackage(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : BaseGitPackage(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     public override string Name => "voltaML-fast-stable-diffusion";
     public override string DisplayName { get; set; } = "VoltaML";
diff --git a/StabilityMatrix.Core/Models/Packages/Wan2GP.cs b/StabilityMatrix.Core/Models/Packages/Wan2GP.cs
index ad78da1aa..25e0cb209 100644
--- a/StabilityMatrix.Core/Models/Packages/Wan2GP.cs
+++ b/StabilityMatrix.Core/Models/Packages/Wan2GP.cs
@@ -29,13 +29,21 @@ public class Wan2GP(
     ISettingsManager settingsManager,
     IDownloadService downloadService,
     IPrerequisiteHelper prerequisiteHelper,
-    IPyInstallationManager pyInstallationManager
-) : BaseGitPackage(githubApi, settingsManager, downloadService, prerequisiteHelper, pyInstallationManager)
+    IPyInstallationManager pyInstallationManager,
+    IPipWheelService pipWheelService
+)
+    : BaseGitPackage(
+        githubApi,
+        settingsManager,
+        downloadService,
+        prerequisiteHelper,
+        pyInstallationManager,
+        pipWheelService
+    )
 {
     public override string Name => "Wan2GP";
     public override string DisplayName { get; set; } = "Wan2GP";
     public override string Author => "deepbeepmeep";
-
     public override string Blurb =>
         "Super Optimized Gradio UI for AI video creation for GPU poor machines (6GB+ VRAM). "
         + "Supports Wan 2.1/2.2, Qwen, Hunyuan Video, LTX Video and Flux.";
@@ -54,12 +62,14 @@ IPyInstallationManager pyInstallationManager
 
     public override IEnumerable<TorchIndex> AvailableTorchIndices => [TorchIndex.Cuda, TorchIndex.Rocm];
 
-    public override bool IsCompatible => HardwareHelper.HasNvidiaGpu() || HardwareHelper.HasAmdGpu();
+    public override bool IsCompatible =>
+        HardwareHelper.HasNvidiaGpu()
+        || (Compat.IsWindows ? HardwareHelper.HasWindowsRocmSupportedGpu() : HardwareHelper.HasAmdGpu());
 
     public override string MainBranch => "main";
     public override bool ShouldIgnoreReleases => true;
 
-    public override Dictionary<SharedOutputType, IReadOnlyList<string>>? SharedOutputFolders =>
+    public override Dictionary<SharedOutputType, IReadOnlyList<string>> SharedOutputFolders =>
         new() { [SharedOutputType.Img2Vid] = ["outputs"] };
 
     // AMD ROCm requires Python 3.11, NVIDIA uses 3.10
@@ -68,7 +78,7 @@ IPyInstallationManager pyInstallationManager
 
     public override string Disclaimer =>
         IsAmdRocm && Compat.IsWindows
-            ? "AMD GPU support on Windows is experimental and may not work on all systems."
+            ? "AMD GPU support on Windows requires RX 7000 series or newer GPU"
             : string.Empty;
 
     /// <summary>
@@ -83,14 +93,14 @@ IPyInstallationManager pyInstallationManager
                 Name = "Host",
                 Type = LaunchOptionType.String,
                 DefaultValue = "127.0.0.1",
-                Options = ["--server"],
+                Options = ["--server-name"],
             },
             new()
             {
                 Name = "Port",
                 Type = LaunchOptionType.String,
                 DefaultValue = "7860",
-                Options = ["--port"],
+                Options = ["--server-port"],
             },
             new()
             {
@@ -100,6 +110,13 @@ IPyInstallationManager pyInstallationManager
                 Options = ["--share"],
             },
             new()
+            {
+                Name = "Listen",
+                Type = LaunchOptionType.Bool,
+                Description = "Make server accessible on network",
+                Options = ["--listen"],
+            },
+            new()
             {
                 Name = "Multiple Images",
                 Type = LaunchOptionType.Bool,
@@ -167,27 +184,11 @@ public override async Task InstallPackage(
 
         if (torchIndex == TorchIndex.Rocm)
         {
-            await InstallAmdRocmAsync(
-                    venvRunner,
-                    installedPackage,
-                    options,
-                    progress,
-                    onConsoleOutput,
-                    cancellationToken
-                )
-                .ConfigureAwait(false);
+            await InstallAmdRocmAsync(venvRunner, progress, onConsoleOutput).ConfigureAwait(false);
         }
         else
         {
-            await InstallNvidiaAsync(
-                    venvRunner,
-                    installedPackage,
-                    options,
-                    progress,
-                    onConsoleOutput,
-                    cancellationToken
-                )
-                .ConfigureAwait(false);
+            await InstallNvidiaAsync(venvRunner, progress, onConsoleOutput).ConfigureAwait(false);
         }
 
         progress?.Report(new ProgressReport(1, "Install complete", isIndeterminate: false));
@@ -195,11 +196,8 @@ await InstallNvidiaAsync(
 
     private async Task InstallNvidiaAsync(
         IPyVenvRunner venvRunner,
-        InstalledPackage installedPackage,
-        InstallPackageOptions options,
         IProgress<ProgressReport>? progress,
-        Action<ProcessOutput>? onConsoleOutput,
-        CancellationToken cancellationToken
+        Action<ProcessOutput>? onConsoleOutput
     )
     {
         var isLegacyNvidia =
@@ -238,18 +236,17 @@ CancellationToken cancellationToken
         // Install hf-xet and pin setuptools to avoid distutils compatibility issues with Python 3.10
         await venvRunner.PipInstall("hf-xet \"setuptools<70.0.0\"", onConsoleOutput).ConfigureAwait(false);
 
-        // Install triton-windows for newer NVIDIA GPUs on Windows
-        if (Compat.IsWindows && isNewerNvidia)
+        if (!isNewerNvidia)
+            return;
+
+        // Install triton n stuff for newer NVIDIA GPUs
+        if (Compat.IsWindows)
         {
             progress?.Report(new ProgressReport(-1f, "Installing triton-windows...", isIndeterminate: true));
             await venvRunner
                 .PipInstall("triton-windows==3.3.1.post19", onConsoleOutput)
                 .ConfigureAwait(false);
-        }
 
-        // Install SageAttention and Flash Attention
-        if (Compat.IsWindows)
-        {
             progress?.Report(new ProgressReport(-1f, "Installing SageAttention...", isIndeterminate: true));
             await venvRunner
                 .PipInstall(
@@ -279,7 +276,7 @@ await venvRunner
             progress?.Report(new ProgressReport(-1f, "Installing Flash Attention...", isIndeterminate: true));
             await venvRunner
                 .PipInstall(
-                    "https://github.com/kingbri1/flash-attention/releases/download/v2.7.4.post1/flash_attn-2.7.4.post1+cu128torch2.7.0cxx11abiFALSE-cp310-cp310-linux_x86_64.whl",
+                    "https://huggingface.co/cocktailpeanut/wheels/resolve/main/flash_attn-2.8.3%2Bcu128torch2.7-cp310-cp310-linux_x86_64.whl",
                     onConsoleOutput
                 )
                 .ConfigureAwait(false);
@@ -290,11 +287,8 @@ await venvRunner
 
     private async Task InstallAmdRocmAsync(
         IPyVenvRunner venvRunner,
-        InstalledPackage installedPackage,
-        InstallPackageOptions options,
         IProgress<ProgressReport>? progress,
-        Action<ProcessOutput>? onConsoleOutput,
-        CancellationToken cancellationToken
+        Action<ProcessOutput>? onConsoleOutput
     )
     {
         progress?.Report(new ProgressReport(-1f, "Upgrading pip...", isIndeterminate: true));
@@ -335,11 +329,6 @@ await venvRunner
             // Install requirements directly using -r flag (handles @ URL syntax properly)
             progress?.Report(new ProgressReport(-1f, "Installing requirements...", isIndeterminate: true));
             await venvRunner.PipInstall("-r requirements.txt", onConsoleOutput).ConfigureAwait(false);
-
-            // Install additional packages
-            await venvRunner
-                .PipInstall("hf-xet setuptools numpy==1.26.4", onConsoleOutput)
-                .ConfigureAwait(false);
         }
         else
         {
@@ -359,12 +348,10 @@ await venvRunner
                 .AddArg("--no-deps");
 
             await venvRunner.PipInstall(torchArgs, onConsoleOutput).ConfigureAwait(false);
-
-            // Install additional packages
-            await venvRunner
-                .PipInstall("hf-xet setuptools numpy==1.26.4", onConsoleOutput)
-                .ConfigureAwait(false);
         }
+
+        // Install additional packages
+        await venvRunner.PipInstall("hf-xet setuptools numpy==1.26.4", onConsoleOutput).ConfigureAwait(false);
     }
 
     public override async Task RunPackage(
diff --git a/StabilityMatrix.Core/Services/IPipWheelService.cs b/StabilityMatrix.Core/Services/IPipWheelService.cs
new file mode 100644
index 000000000..25b90a865
--- /dev/null
+++ b/StabilityMatrix.Core/Services/IPipWheelService.cs
@@ -0,0 +1,55 @@
+using StabilityMatrix.Core.Helper.HardwareInfo;
+using StabilityMatrix.Core.Models.Progress;
+using StabilityMatrix.Core.Python;
+
+namespace StabilityMatrix.Core.Services;
+
+/// <summary>
+/// Service for installing pip wheel packages from GitHub releases.
+/// All install methods are safe to call regardless of platform/GPU support -
+/// they will silently no-op if the package is not applicable.
+/// </summary>
+public interface IPipWheelService
+{
+    /// <summary>
+    /// Installs Triton. Windows uses triton-windows, Linux uses triton.
+    /// No-ops on macOS.
+    /// </summary>
+    Task InstallTritonAsync(
+        IPyVenvRunner venv,
+        IProgress<ProgressReport>? progress = null,
+        string? version = null
+    );
+
+    /// <summary>
+    /// Installs SageAttention from pre-built wheels or source.
+    /// No-ops on macOS or non-NVIDIA GPUs.
+    /// </summary>
+    Task InstallSageAttentionAsync(
+        IPyVenvRunner venv,
+        GpuInfo? gpuInfo = null,
+        IProgress<ProgressReport>? progress = null,
+        string? version = null
+    );
+
+    /// <summary>
+    /// Installs Nunchaku from pre-built wheels.
+    /// No-ops on macOS or GPUs with compute capability &lt; 7.5.
+    /// </summary>
+    Task InstallNunchakuAsync(
+        IPyVenvRunner venv,
+        GpuInfo? gpuInfo = null,
+        IProgress<ProgressReport>? progress = null,
+        string? version = null
+    );
+
+    /// <summary>
+    /// Installs FlashAttention from pre-built wheels.
+    /// Windows only. No-ops on Linux/macOS.
+    /// </summary>
+    Task InstallFlashAttentionAsync(
+        IPyVenvRunner venv,
+        IProgress<ProgressReport>? progress = null,
+        string? version = null
+    );
+}
diff --git a/StabilityMatrix.Core/Services/PipWheelService.cs b/StabilityMatrix.Core/Services/PipWheelService.cs
new file mode 100644
index 000000000..e549667c8
--- /dev/null
+++ b/StabilityMatrix.Core/Services/PipWheelService.cs
@@ -0,0 +1,588 @@
+using System.Text.RegularExpressions;
+using Injectio.Attributes;
+using NLog;
+using Octokit;
+using StabilityMatrix.Core.Extensions;
+using StabilityMatrix.Core.Helper;
+using StabilityMatrix.Core.Helper.Cache;
+using StabilityMatrix.Core.Helper.HardwareInfo;
+using StabilityMatrix.Core.Models.FileInterfaces;
+using StabilityMatrix.Core.Models.Progress;
+using StabilityMatrix.Core.Processes;
+using StabilityMatrix.Core.Python;
+
+namespace StabilityMatrix.Core.Services;
+
+/// <summary>
+/// Service for installing pip wheel packages from GitHub releases.
+/// </summary>
+[RegisterSingleton<IPipWheelService, PipWheelService>]
+public class PipWheelService(
+    IGithubApiCache githubApi,
+    IDownloadService downloadService,
+    IPrerequisiteHelper prerequisiteHelper
+) : IPipWheelService
+{
+    private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
+
+    #region Triton
+
+    /// <inheritdoc />
+    public async Task InstallTritonAsync(
+        IPyVenvRunner venv,
+        IProgress<ProgressReport>? progress = null,
+        string? version = null
+    )
+    {
+        // No-op on macOS
+        if (Compat.IsMacOS)
+        {
+            Logger.Info("Skipping Triton installation - not supported on macOS");
+            return;
+        }
+
+        var packageName = Compat.IsWindows ? "triton-windows" : "triton";
+        var versionSpec = string.IsNullOrWhiteSpace(version) ? "" : $"=={version}";
+
+        progress?.Report(new ProgressReport(-1f, $"Installing {packageName}", isIndeterminate: true));
+
+        await venv.PipInstall($"{packageName}{versionSpec}", progress.AsProcessOutputHandler())
+            .ConfigureAwait(false);
+
+        progress?.Report(new ProgressReport(1f, "Triton installed", isIndeterminate: false));
+    }
+
+    #endregion
+
+    #region SageAttention
+
+    /// <inheritdoc />
+    public async Task InstallSageAttentionAsync(
+        IPyVenvRunner venv,
+        GpuInfo? gpuInfo = null,
+        IProgress<ProgressReport>? progress = null,
+        string? version = null
+    )
+    {
+        // No-op on macOS
+        if (Compat.IsMacOS)
+        {
+            Logger.Info("Skipping SageAttention installation - not supported on macOS");
+            return;
+        }
+
+        // No-op for non-NVIDIA GPUs (SageAttention requires CUDA)
+        if (gpuInfo is not null && !gpuInfo.IsNvidia)
+        {
+            Logger.Info("Skipping SageAttention installation - requires NVIDIA GPU");
+            return;
+        }
+
+        // On Linux, can use pip directly
+        if (Compat.IsLinux)
+        {
+            var versionSpec = string.IsNullOrWhiteSpace(version) ? "" : $"=={version}";
+            progress?.Report(new ProgressReport(-1f, "Installing SageAttention", isIndeterminate: true));
+            await venv.PipInstall($"sageattention{versionSpec}", progress.AsProcessOutputHandler())
+                .ConfigureAwait(false);
+            progress?.Report(new ProgressReport(1f, "SageAttention installed", isIndeterminate: false));
+            return;
+        }
+
+        // Windows: find wheel from GitHub releases
+        await InstallSageAttentionWindowsAsync(venv, gpuInfo, progress, version).ConfigureAwait(false);
+    }
+
+    private async Task InstallSageAttentionWindowsAsync(
+        IPyVenvRunner venv,
+        GpuInfo? gpuInfo,
+        IProgress<ProgressReport>? progress,
+        string? version
+    )
+    {
+        var torchInfo = await venv.PipShow("torch").ConfigureAwait(false);
+        if (torchInfo is null)
+        {
+            Logger.Warn("Cannot install SageAttention - torch not installed");
+            return;
+        }
+
+        progress?.Report(new ProgressReport(-1f, "Finding SageAttention wheel", isIndeterminate: true));
+
+        // Get releases from GitHub
+        var releases = await githubApi.GetAllReleases("woct0rdho", "SageAttention").ConfigureAwait(false);
+        var releaseList = releases
+            .Where(r => r.TagName.Contains("windows"))
+            .OrderByDescending(r => r.CreatedAt)
+            .ToList();
+
+        if (releaseList.Count == 0)
+        {
+            Logger.Warn("No SageAttention Windows releases found");
+            await InstallSageAttentionFromSourceAsync(venv, progress).ConfigureAwait(false);
+            return;
+        }
+
+        // Find matching wheel from release assets
+        var wheelUrl = FindMatchingWheelAsset(releaseList, torchInfo, venv.Version, version);
+
+        if (!string.IsNullOrWhiteSpace(wheelUrl))
+        {
+            progress?.Report(
+                new ProgressReport(-1f, "Installing Triton & SageAttention", isIndeterminate: true)
+            );
+
+            // Install triton-windows first, then sage with --no-deps to prevent torch reinstall
+            var pipArgs = new PipInstallArgs("triton-windows").AddArg("--no-deps").AddArg(wheelUrl);
+            await venv.PipInstall(pipArgs, progress.AsProcessOutputHandler()).ConfigureAwait(false);
+
+            progress?.Report(new ProgressReport(1f, "SageAttention installed", isIndeterminate: false));
+            return;
+        }
+
+        // No wheel found - fall back to building from source
+        Logger.Info("No matching SageAttention wheel found, building from source");
+        await InstallSageAttentionFromSourceAsync(venv, progress).ConfigureAwait(false);
+    }
+
+    private static string? FindMatchingWheelAsset(
+        IEnumerable<Release> releases,
+        PipShowResult torchInfo,
+        PyVersion pyVersion,
+        string? targetVersion
+    )
+    {
+        // Parse torch info
+        var torchVersionStr = torchInfo.Version;
+        var plusIndex = torchVersionStr.IndexOf('+');
+        var baseTorchVersion = plusIndex >= 0 ? torchVersionStr[..plusIndex] : torchVersionStr;
+        var cudaIndex = plusIndex >= 0 ? torchVersionStr[(plusIndex + 1)..] : "";
+
+        // Get major.minor of torch
+        var torchParts = baseTorchVersion.Split('.');
+        var shortTorch = torchParts.Length >= 2 ? $"{torchParts[0]}.{torchParts[1]}" : baseTorchVersion;
+
+        // Get python version string (e.g., "cp312")
+        var shortPy = $"cp3{pyVersion.Minor}";
+
+        foreach (var release in releases)
+        {
+            // If a specific version is requested, filter releases
+            if (!string.IsNullOrWhiteSpace(targetVersion) && !release.TagName.Contains(targetVersion))
+                continue;
+
+            foreach (var asset in release.Assets)
+            {
+                var name = asset.Name;
+
+                // Must be a wheel file
+                if (!name.EndsWith(".whl"))
+                    continue;
+
+                // Must be for Windows
+                if (!name.Contains("win_amd64"))
+                    continue;
+
+                // Check Python version compatibility (cp39-abi3 works for cp39+, or specific version)
+                var matchesPython =
+                    name.Contains($"{shortPy}-{shortPy}")
+                    || name.Contains("cp39-abi3")
+                    || (pyVersion.Minor >= 9 && name.Contains("abi3"));
+
+                if (!matchesPython)
+                    continue;
+
+                // Check torch version match
+                // Assets use patterns like: cu128torch2.9.0 or cu130torch2.9.0andhigher
+                var matchesTorch =
+                    name.Contains($"torch{shortTorch}")
+                    || name.Contains($"torch{baseTorchVersion}")
+                    || (name.Contains("andhigher") && CompareTorchVersions(baseTorchVersion, name));
+
+                // Check CUDA index match
+                var matchesCuda = !string.IsNullOrEmpty(cudaIndex) && name.Contains(cudaIndex);
+
+                if (matchesTorch && matchesCuda)
+                {
+                    Logger.Info("Found matching SageAttention wheel: {Name}", name);
+                    return asset.BrowserDownloadUrl;
+                }
+            }
+        }
+
+        return null;
+    }
+
+    private static bool CompareTorchVersions(string installedTorch, string assetName)
+    {
+        // Extract torch version from asset name (e.g., "torch2.9.0andhigher" -> "2.9.0")
+        var match = Regex.Match(assetName, @"torch(\d+\.\d+\.\d+)");
+        if (!match.Success)
+            return false;
+
+        if (!Version.TryParse(installedTorch, out var installed))
+            return false;
+
+        if (!Version.TryParse(match.Groups[1].Value, out var required))
+            return false;
+
+        // "andhigher" means installed version must be >= required version
+        return installed >= required;
+    }
+
+    private async Task InstallSageAttentionFromSourceAsync(
+        IPyVenvRunner venv,
+        IProgress<ProgressReport>? progress
+    )
+    {
+        // Check prerequisites
+        if (!prerequisiteHelper.IsVcBuildToolsInstalled)
+        {
+            Logger.Warn("Cannot build SageAttention from source - VS Build Tools not installed");
+            return;
+        }
+
+        var nvccPath = await Utilities.WhichAsync("nvcc").ConfigureAwait(false);
+        if (string.IsNullOrWhiteSpace(nvccPath))
+        {
+            var cuda126Path = new DirectoryPath(
+                @"C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.6\bin"
+            );
+            var cuda128Path = new DirectoryPath(
+                @"C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.8\bin"
+            );
+
+            if (!cuda126Path.Exists && !cuda128Path.Exists)
+            {
+                Logger.Warn("Cannot build SageAttention from source - CUDA Toolkit not found");
+                return;
+            }
+
+            nvccPath = cuda128Path.Exists
+                ? cuda128Path.JoinFile("nvcc.exe").ToString()
+                : cuda126Path.JoinFile("nvcc.exe").ToString();
+        }
+
+        // Set up CUDA environment
+        var cudaBinPath = Path.GetDirectoryName(nvccPath)!;
+        var cudaHome = Path.GetDirectoryName(cudaBinPath)!;
+
+        venv.UpdateEnvironmentVariables(env =>
+        {
+            env = env.TryGetValue("PATH", out var pathValue)
+                ? env.SetItem("PATH", $"{cudaBinPath}{Path.PathSeparator}{pathValue}")
+                : env.Add("PATH", cudaBinPath);
+
+            if (!env.ContainsKey("CUDA_HOME"))
+            {
+                env = env.Add("CUDA_HOME", cudaHome);
+            }
+
+            return env;
+        });
+
+        progress?.Report(new ProgressReport(-1f, "Installing Triton", isIndeterminate: true));
+        await venv.PipInstall("triton-windows", progress.AsProcessOutputHandler()).ConfigureAwait(false);
+
+        venv.UpdateEnvironmentVariables(env => env.SetItem("SETUPTOOLS_USE_DISTUTILS", "setuptools"));
+
+        // Download python libs for building
+        await AddMissingLibsToVenvAsync(venv, progress).ConfigureAwait(false);
+
+        var sageDir = venv.WorkingDirectory?.JoinDir("SageAttention") ?? new DirectoryPath("SageAttention");
+
+        if (!sageDir.Exists)
+        {
+            progress?.Report(new ProgressReport(-1f, "Downloading SageAttention", isIndeterminate: true));
+            await prerequisiteHelper
+                .RunGit(
+                    ["clone", "https://github.com/thu-ml/SageAttention.git", sageDir.ToString()],
+                    progress.AsProcessOutputHandler()
+                )
+                .ConfigureAwait(false);
+        }
+
+        progress?.Report(new ProgressReport(-1f, "Building SageAttention", isIndeterminate: true));
+        await venv.PipInstall([sageDir.ToString()], progress.AsProcessOutputHandler()).ConfigureAwait(false);
+
+        progress?.Report(new ProgressReport(1f, "SageAttention built and installed", isIndeterminate: false));
+    }
+
+    private async Task AddMissingLibsToVenvAsync(IPyVenvRunner venv, IProgress<ProgressReport>? progress)
+    {
+        var venvLibsDir = venv.RootPath.JoinDir("libs");
+        var venvIncludeDir = venv.RootPath.JoinDir("include");
+
+        if (
+            venvLibsDir.Exists
+            && venvIncludeDir.Exists
+            && venvLibsDir.JoinFile("python3.lib").Exists
+            && venvLibsDir.JoinFile("python310.lib").Exists
+        )
+        {
+            return;
+        }
+
+        const string pythonLibsUrl = "https://cdn.lykos.ai/python_libs_for_sage.zip";
+        var downloadPath = venv.RootPath.JoinFile("python_libs_for_sage.zip");
+
+        progress?.Report(new ProgressReport(-1f, "Downloading Python libraries", isIndeterminate: true));
+        await downloadService
+            .DownloadToFileAsync(pythonLibsUrl, downloadPath, progress)
+            .ConfigureAwait(false);
+
+        progress?.Report(new ProgressReport(-1f, "Extracting Python libraries", isIndeterminate: true));
+        await ArchiveHelper.Extract7Z(downloadPath, venv.RootPath, progress).ConfigureAwait(false);
+
+        var includeFolder = venv.RootPath.JoinDir("include");
+        var scriptsIncludeFolder = venv.RootPath.JoinDir("Scripts", "include");
+        await includeFolder.CopyToAsync(scriptsIncludeFolder).ConfigureAwait(false);
+
+        await downloadPath.DeleteAsync().ConfigureAwait(false);
+    }
+
+    #endregion
+
+    #region Nunchaku
+
+    /// <inheritdoc />
+    public async Task InstallNunchakuAsync(
+        IPyVenvRunner venv,
+        GpuInfo? gpuInfo = null,
+        IProgress<ProgressReport>? progress = null,
+        string? version = null
+    )
+    {
+        // No-op on macOS
+        if (Compat.IsMacOS)
+        {
+            Logger.Info("Skipping Nunchaku installation - not supported on macOS");
+            return;
+        }
+
+        // No-op for GPUs with compute capability < 7.5
+        if (gpuInfo?.ComputeCapabilityValue is < 7.5m)
+        {
+            Logger.Info("Skipping Nunchaku installation - GPU compute capability < 7.5");
+            return;
+        }
+
+        var torchInfo = await venv.PipShow("torch").ConfigureAwait(false);
+        if (torchInfo is null)
+        {
+            Logger.Warn("Cannot install Nunchaku - torch not installed");
+            return;
+        }
+
+        progress?.Report(new ProgressReport(-1f, "Finding Nunchaku wheel", isIndeterminate: true));
+
+        // Get releases from GitHub
+        var releases = await githubApi.GetAllReleases("nunchaku-ai", "nunchaku").ConfigureAwait(false);
+        var releaseList = releases.Where(r => !r.Prerelease).OrderByDescending(r => r.CreatedAt).ToList();
+
+        if (releaseList.Count == 0)
+        {
+            Logger.Warn("No Nunchaku releases found");
+            return;
+        }
+
+        var wheelUrl = FindMatchingNunchakuWheelAsset(releaseList, torchInfo, venv.Version, version);
+
+        if (string.IsNullOrWhiteSpace(wheelUrl))
+        {
+            Logger.Warn("No compatible Nunchaku wheel found for torch {TorchVersion}", torchInfo.Version);
+            return;
+        }
+
+        progress?.Report(new ProgressReport(-1f, "Installing Nunchaku", isIndeterminate: true));
+        // Use --no-deps to prevent reinstalling torch without CUDA
+        await venv.PipInstall(
+                new PipInstallArgs("--no-deps").AddArg(wheelUrl),
+                progress.AsProcessOutputHandler()
+            )
+            .ConfigureAwait(false);
+        progress?.Report(new ProgressReport(1f, "Nunchaku installed", isIndeterminate: false));
+    }
+
+    private static string? FindMatchingNunchakuWheelAsset(
+        IEnumerable<Release> releases,
+        PipShowResult torchInfo,
+        PyVersion pyVersion,
+        string? targetVersion
+    )
+    {
+        // Parse torch version
+        var torchVersionStr = torchInfo.Version;
+        var plusIndex = torchVersionStr.IndexOf('+');
+        var baseTorchVersion = plusIndex >= 0 ? torchVersionStr[..plusIndex] : torchVersionStr;
+        var torchParts = baseTorchVersion.Split('.');
+        var shortTorch = torchParts.Length >= 2 ? $"{torchParts[0]}.{torchParts[1]}" : baseTorchVersion;
+
+        // Get python version string
+        var shortPy = $"cp3{pyVersion.Minor}";
+
+        // Get platform
+        var platform = Compat.IsWindows ? "win_amd64" : "linux_x86_64";
+
+        Logger.Debug(
+            "Searching for Nunchaku wheel: Python={ShortPy}, Torch={ShortTorch}, Platform={Platform}",
+            shortPy,
+            shortTorch,
+            platform
+        );
+
+        foreach (var release in releases)
+        {
+            // If a specific version is requested, filter releases
+            if (!string.IsNullOrWhiteSpace(targetVersion) && !release.TagName.Contains(targetVersion))
+                continue;
+
+            foreach (var asset in release.Assets)
+            {
+                var name = asset.Name;
+
+                if (!name.EndsWith(".whl"))
+                    continue;
+
+                if (!name.Contains(platform))
+                    continue;
+
+                // Check Python version
+                if (!name.Contains($"{shortPy}-{shortPy}"))
+                    continue;
+
+                // Check torch version (assets use patterns like: torch2.7 or torch2.8)
+                if (!name.Contains($"torch{shortTorch}"))
+                    continue;
+
+                Logger.Info(
+                    "Found matching Nunchaku wheel: {Name} (Python={ShortPy}, Torch={ShortTorch})",
+                    name,
+                    shortPy,
+                    shortTorch
+                );
+                return asset.BrowserDownloadUrl;
+            }
+        }
+
+        return null;
+    }
+
+    #endregion
+
+    #region FlashAttention
+
+    /// <inheritdoc />
+    public async Task InstallFlashAttentionAsync(
+        IPyVenvRunner venv,
+        IProgress<ProgressReport>? progress = null,
+        string? version = null
+    )
+    {
+        // Windows only
+        if (!Compat.IsWindows)
+        {
+            Logger.Info("Skipping FlashAttention installation - Windows only");
+            return;
+        }
+
+        var torchInfo = await venv.PipShow("torch").ConfigureAwait(false);
+        if (torchInfo is null)
+        {
+            Logger.Warn("Cannot install FlashAttention - torch not installed");
+            return;
+        }
+
+        progress?.Report(new ProgressReport(-1f, "Finding FlashAttention wheel", isIndeterminate: true));
+
+        // Get releases from GitHub
+        var releases = await githubApi
+            .GetAllReleases("mjun0812", "flash-attention-prebuild-wheels")
+            .ConfigureAwait(false);
+        var releaseList = releases.OrderByDescending(r => r.CreatedAt).ToList();
+
+        if (releaseList.Count == 0)
+        {
+            Logger.Warn("No FlashAttention releases found");
+            return;
+        }
+
+        var wheelUrl = FindMatchingFlashAttentionWheelAsset(releaseList, torchInfo, venv.Version, version);
+
+        if (string.IsNullOrWhiteSpace(wheelUrl))
+        {
+            Logger.Warn(
+                "No compatible FlashAttention wheel found for torch {TorchVersion}",
+                torchInfo.Version
+            );
+            return;
+        }
+
+        progress?.Report(new ProgressReport(-1f, "Installing FlashAttention", isIndeterminate: true));
+        // Use --no-deps to prevent reinstalling torch without CUDA
+        await venv.PipInstall(
+                new PipInstallArgs("--no-deps").AddArg(wheelUrl),
+                progress.AsProcessOutputHandler()
+            )
+            .ConfigureAwait(false);
+        progress?.Report(new ProgressReport(1f, "FlashAttention installed", isIndeterminate: false));
+    }
+
+    private static string? FindMatchingFlashAttentionWheelAsset(
+        IEnumerable<Release> releases,
+        PipShowResult torchInfo,
+        PyVersion pyVersion,
+        string? targetVersion
+    )
+    {
+        // Parse torch version and CUDA index
+        var torchVersionStr = torchInfo.Version;
+        var plusIndex = torchVersionStr.IndexOf('+');
+        var baseTorchVersion = plusIndex >= 0 ? torchVersionStr[..plusIndex] : torchVersionStr;
+        var cudaIndex = plusIndex >= 0 ? torchVersionStr[(plusIndex + 1)..] : "";
+        var torchParts = baseTorchVersion.Split('.');
+        var shortTorch = torchParts.Length >= 2 ? $"{torchParts[0]}.{torchParts[1]}" : baseTorchVersion;
+
+        // Get python version string
+        var shortPy = $"cp3{pyVersion.Minor}";
+
+        foreach (var release in releases)
+        {
+            foreach (var asset in release.Assets)
+            {
+                var name = asset.Name;
+
+                if (!name.EndsWith(".whl"))
+                    continue;
+
+                if (!name.Contains("win_amd64"))
+                    continue;
+
+                // Check for specific version if requested
+                if (
+                    !string.IsNullOrWhiteSpace(targetVersion) && !name.Contains($"flash_attn-{targetVersion}")
+                )
+                    continue;
+
+                // Check Python version
+                if (!name.Contains($"{shortPy}-{shortPy}"))
+                    continue;
+
+                // Check torch version
+                if (!name.Contains($"torch{shortTorch}"))
+                    continue;
+
+                // Check CUDA index
+                if (!string.IsNullOrEmpty(cudaIndex) && !name.Contains(cudaIndex))
+                    continue;
+
+                Logger.Info("Found matching FlashAttention wheel: {Name}", name);
+                return asset.BrowserDownloadUrl;
+            }
+        }
+
+        return null;
+    }
+
+    #endregion
+}
diff --git a/StabilityMatrix.Tests/Helper/PackageFactoryTests.cs b/StabilityMatrix.Tests/Helper/PackageFactoryTests.cs
index 03719e93d..f78027039 100644
--- a/StabilityMatrix.Tests/Helper/PackageFactoryTests.cs
+++ b/StabilityMatrix.Tests/Helper/PackageFactoryTests.cs
@@ -12,8 +12,20 @@ public class PackageFactoryTests
     [TestInitialize]
     public void Setup()
     {
-        fakeBasePackages = new List<BasePackage> { new DankDiffusion(null!, null!, null!, null!, null!) };
-        packageFactory = new PackageFactory(fakeBasePackages, null!, null!, null!, null!, null!, null!);
+        fakeBasePackages = new List<BasePackage>
+        {
+            new DankDiffusion(null!, null!, null!, null!, null!, null!),
+        };
+        packageFactory = new PackageFactory(
+            fakeBasePackages,
+            null!,
+            null!,
+            null!,
+            null!,
+            null!,
+            null!,
+            null!
+        );
     }
 
     [TestMethod]

From 67b4f1d7ee23560dcfd0951ff97280251a126cb9 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Fri, 23 Jan 2026 22:46:16 -0800
Subject: [PATCH 065/218] Install new Comfy Manager with Comfy installs,
 refactor Git clone logic, update uv, update portablegit version for windows,
 and enhance loading and error handling for safetensor metadata parsing

---
 CHANGELOG.md                                  | 14 +++-
 .../Helpers/UnixPrerequisiteHelper.cs         |  6 +-
 .../Helpers/WindowsPrerequisiteHelper.cs      | 47 +++++++++--
 .../CheckpointFileViewModel.cs                | 44 +++++-----
 .../PackageInstallDetailViewModel.cs          | 45 +++++++----
 .../Models/Database/LocalModelFile.cs         |  6 --
 .../Models/Packages/BaseGitPackage.cs         | 31 +++----
 .../Models/Packages/ComfyUI.cs                | 30 +++++++
 .../Models/Packages/ForgeClassic.cs           | 12 +++
 StabilityMatrix.Core/Python/UvVenvRunner.cs   |  8 ++
 .../Services/ModelIndexService.cs             | 81 -------------------
 11 files changed, 172 insertions(+), 152 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 8fce6fff5..b366284d4 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,14 +9,24 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 ### Added
 - Added NVIDIA driver version warning when launching ComfyUI with CUDA 13.0 (cu130) and driver versions below 580.x
 - Added legacy Python warning when launching InvokeAI installations using Python 3.10.11
+- Added Tiled VAE Decode to the Inference video workflows - thanks to @NeuralFault!
 ### Changed
 - Disabled update checking for legacy InvokeAI installations using Python 3.10.11
 - Hide rating stars in the Civitai browser page if no rating is available
-### Fixed
-- Fixed [#1513](https://github.com/LykosAI/StabilityMatrix/issues/1513), [#1518](https://github.com/LykosAI/StabilityMatrix/issues/1518) - Forge Neo update breaking things\
+- Updated uv to v0.9.26
+- Updated PortableGit to v2.52.0.windows.1
+- Updated Sage/Triton/Nunchaku installers to use GitHub API to fetch latest releases
+- Updated ComfyUI installations and updates to automatically install ComfyUI Manager
+- Updated gfx110X Windows ROCm nightly index - thanks to @NeuralFault!
+- Updated ComfyUI-Zluda install to more closely match the author's intended installation method - thanks to @NeuralFault!
+### Fixed
+- Fixed [#1513](https://github.com/LykosAI/StabilityMatrix/issues/1513), [#1518](https://github.com/LykosAI/StabilityMatrix/issues/1518), [#1488](https://github.com/LykosAI/StabilityMatrix/issues/1488) - Forge Neo update breaking things\
 - Fixed [#1505](https://github.com/LykosAI/StabilityMatrix/issues/1505) - incorrect port argument for Wan2GP
 - Possibly fix [#1502](https://github.com/LykosAI/StabilityMatrix/issues/1502) - English fonts not displaying correctly on Linux in Chinese environments
 - Fixed [#1499](https://github.com/LykosAI/StabilityMatrix/issues/1499), [#1494](https://github.com/LykosAI/StabilityMatrix/issues/1494) - Automatic1111 using old stable diffusion repo
+- Fixed [#1476](https://github.com/LykosAI/StabilityMatrix/issues/1476) - Incorrect shared output folder for Forge Classic/Neo
+- Fixed [#1466](https://github.com/LykosAI/StabilityMatrix/issues/1466) - crash after moving portable install
+- Fixed [#1445](https://github.com/LykosAI/StabilityMatrix/issues/1445) - Linux app updates not actually updating - thanks to @NeuralFault!
 
 ## v2.16.0-dev.1
 ### Added
diff --git a/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs b/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs
index 8fd4f1758..7a7836e0c 100644
--- a/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs
+++ b/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs
@@ -35,9 +35,9 @@ IPyInstallationManager pyInstallationManager
     private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
 
     private const string UvMacDownloadUrl =
-        "https://github.com/astral-sh/uv/releases/download/0.8.4/uv-aarch64-apple-darwin.tar.gz";
+        "https://github.com/astral-sh/uv/releases/download/0.9.26/uv-aarch64-apple-darwin.tar.gz";
     private const string UvLinuxDownloadUrl =
-        "https://github.com/astral-sh/uv/releases/download/0.8.4/uv-x86_64-unknown-linux-gnu.tar.gz";
+        "https://github.com/astral-sh/uv/releases/download/0.9.26/uv-x86_64-unknown-linux-gnu.tar.gz";
 
     private DirectoryPath HomeDir => settingsManager.LibraryDir;
     private DirectoryPath AssetsDir => HomeDir.JoinDir("Assets");
@@ -75,7 +75,7 @@ private bool IsPythonVersionInstalled(PyVersion version) =>
     // Cached store of whether or not git is installed
     private bool? isGitInstalled;
 
-    private string ExpectedUvVersion => "0.8.4";
+    private string ExpectedUvVersion => "0.9.26";
 
     public bool IsVcBuildToolsInstalled => false;
     public bool IsHipSdkInstalled => false;
diff --git a/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs b/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
index 42698fdd1..4b6375739 100644
--- a/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
+++ b/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
@@ -27,7 +27,8 @@ IPyInstallationManager pyInstallationManager
     private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
 
     private const string PortableGitDownloadUrl =
-        "https://github.com/git-for-windows/git/releases/download/v2.41.0.windows.1/PortableGit-2.41.0-64-bit.7z.exe";
+        "https://github.com/git-for-windows/git/releases/download/v2.52.0.windows.1/PortableGit-2.52.0-64-bit.7z.exe";
+    private const string ExpectedGitVersion = "2.52.0";
 
     private const string VcRedistDownloadUrl = "https://aka.ms/vs/16/release/vc_redist.x64.exe";
 
@@ -49,7 +50,7 @@ IPyInstallationManager pyInstallationManager
     private const string PythonLibsDownloadUrl = "https://cdn.lykos.ai/python_libs_for_sage.zip";
 
     private const string UvWindowsDownloadUrl =
-        "https://github.com/astral-sh/uv/releases/download/0.8.4/uv-x86_64-pc-windows-msvc.zip";
+        "https://github.com/astral-sh/uv/releases/download/0.9.26/uv-x86_64-pc-windows-msvc.zip";
 
     private string HomeDir => settingsManager.LibraryDir;
 
@@ -115,7 +116,7 @@ private string GetPythonLibraryZipPath(PyVersion version) =>
     private string UvExtractPath => Path.Combine(AssetsDir, "uv");
     public string UvExePath => Path.Combine(UvExtractPath, "uv.exe");
     public bool IsUvInstalled => File.Exists(UvExePath);
-    private string ExpectedUvVersion => "0.8.4";
+    private string ExpectedUvVersion => "0.9.26";
 
     // FFmpeg paths
     private string FfmpegDownloadPath => Path.Combine(AssetsDir, "ffmpeg.zip");
@@ -619,11 +620,31 @@ public async Task InstallGitIfNecessary(IProgress<ProgressReport>? progress = nu
     {
         if (File.Exists(GitExePath))
         {
-            Logger.Debug("Git already installed at {GitExePath}", GitExePath);
-            return;
+            var installedVersion = await GetInstalledGitVersionAsync();
+            if (installedVersion.Contains(ExpectedGitVersion))
+            {
+                Logger.Debug(
+                    "Git {Version} already installed at {GitExePath}",
+                    ExpectedGitVersion,
+                    GitExePath
+                );
+                return;
+            }
+
+            Logger.Info(
+                "Git version mismatch. Installed: {Installed}, Expected: {Expected}. Upgrading...",
+                installedVersion.Trim(),
+                ExpectedGitVersion
+            );
+
+            // Delete existing installation to upgrade
+            if (Directory.Exists(PortableGitInstallDir))
+            {
+                await new DirectoryPath(PortableGitInstallDir).DeleteAsync(true);
+            }
         }
 
-        Logger.Info("Git not found at {GitExePath}, downloading...", GitExePath);
+        Logger.Info("Git not found or outdated at {GitExePath}, downloading...", GitExePath);
 
         // Download
         if (!File.Exists(PortableGitDownloadPath))
@@ -1222,6 +1243,20 @@ private async Task<string> GetInstalledUvVersionAsync()
         }
     }
 
+    private async Task<string> GetInstalledGitVersionAsync()
+    {
+        try
+        {
+            var result = await GetGitOutput(["--version"]);
+            return result.StandardOutput ?? string.Empty;
+        }
+        catch (Exception e)
+        {
+            Logger.Warn(e, "Failed to get Git version");
+            return string.Empty;
+        }
+    }
+
     private async Task<bool> EnsurePythonVersion(PyVersion pyVersion)
     {
         var result = await pyInstallationManager.GetInstallationAsync(pyVersion);
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointManager/CheckpointFileViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointManager/CheckpointFileViewModel.cs
index 0f06ef282..eb8be6abc 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointManager/CheckpointFileViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointManager/CheckpointFileViewModel.cs
@@ -321,41 +321,35 @@ private async Task RenameAsync()
     [RelayCommand]
     private async Task OpenSafetensorMetadataViewer()
     {
-        if (!CheckpointFile.SafetensorMetadataParsed)
+        if (
+            !settingsManager.IsLibraryDirSet
+            || new DirectoryPath(settingsManager.ModelsDirectory) is not { Exists: true } modelsDir
+        )
         {
-            if (
-                !settingsManager.IsLibraryDirSet
-                || new DirectoryPath(settingsManager.ModelsDirectory) is not { Exists: true } modelsDir
-            )
-            {
-                return;
-            }
-
-            try
-            {
-                var safetensorPath = CheckpointFile.GetFullPath(modelsDir);
-
-                var metadata = await SafetensorMetadata.ParseAsync(safetensorPath);
-
-                CheckpointFile.SafetensorMetadataParsed = true;
-                CheckpointFile.SafetensorMetadata = metadata;
-            }
-            catch (Exception ex)
-            {
-                logger.LogWarning(ex, "Failed to parse safetensor metadata");
-                return;
-            }
+            return;
         }
 
-        if (!CheckpointFile.SafetensorMetadataParsed)
+        SafetensorMetadata? metadata;
+        try
+        {
+            var safetensorPath = CheckpointFile.GetFullPath(modelsDir);
+            metadata = await SafetensorMetadata.ParseAsync(safetensorPath);
+        }
+        catch (Exception ex)
         {
+            logger.LogWarning(ex, "Failed to parse safetensor metadata");
+            notificationService.Show(
+                "No Metadata Found",
+                "This safetensor file does not contain any embedded metadata.",
+                NotificationType.Warning
+            );
             return;
         }
 
         var vm = vmFactory.Get<SafetensorMetadataViewModel>(vm =>
         {
             vm.ModelName = CheckpointFile.DisplayModelName;
-            vm.Metadata = CheckpointFile.SafetensorMetadata;
+            vm.Metadata = metadata;
         });
 
         var dialog = vm.GetDialog();
diff --git a/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageInstallDetailViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageInstallDetailViewModel.cs
index 299a849d3..e69614be0 100644
--- a/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageInstallDetailViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageInstallDetailViewModel.cs
@@ -237,25 +237,40 @@ x.PackageName is nameof(ComfyUI) or "ComfyUI-Zluda"
         var installedVersion = new InstalledPackageVersion();
         if (IsReleaseMode)
         {
-            downloadOptions.VersionTag =
-                SelectedVersion?.TagName ?? throw new NullReferenceException("Selected version is null");
-            downloadOptions.IsLatest = AvailableVersions?.First().TagName == downloadOptions.VersionTag;
-            downloadOptions.IsPrerelease = SelectedVersion.IsPrerelease;
+            if (SelectedVersion is not null)
+            {
+                downloadOptions.VersionTag = SelectedVersion.TagName;
+                downloadOptions.IsLatest =
+                    AvailableVersions?.FirstOrDefault()?.TagName == downloadOptions.VersionTag;
+                downloadOptions.IsPrerelease = SelectedVersion.IsPrerelease;
 
-            installedVersion.InstalledReleaseVersion = downloadOptions.VersionTag;
-            installedVersion.IsPrerelease = SelectedVersion.IsPrerelease;
+                installedVersion.InstalledReleaseVersion = downloadOptions.VersionTag;
+                installedVersion.IsPrerelease = SelectedVersion.IsPrerelease;
+            }
+            else
+            {
+                downloadOptions.IsLatest = true;
+                downloadOptions.BranchName = SelectedPackage.MainBranch;
+                installedVersion.InstalledBranch = SelectedPackage.MainBranch;
+            }
         }
         else
         {
-            downloadOptions.CommitHash =
-                SelectedCommit?.Sha ?? throw new NullReferenceException("Selected commit is null");
-            downloadOptions.BranchName =
-                SelectedVersion?.TagName ?? throw new NullReferenceException("Selected version is null");
-            downloadOptions.IsLatest = AvailableCommits?.First().Sha == SelectedCommit.Sha;
-
-            installedVersion.InstalledBranch =
-                SelectedVersion?.TagName ?? throw new NullReferenceException("Selected version is null");
-            installedVersion.InstalledCommitSha = downloadOptions.CommitHash;
+            if (SelectedCommit is not null && SelectedVersion is not null)
+            {
+                downloadOptions.CommitHash = SelectedCommit.Sha;
+                downloadOptions.BranchName = SelectedVersion.TagName;
+                downloadOptions.IsLatest = AvailableCommits?.FirstOrDefault()?.Sha == SelectedCommit.Sha;
+
+                installedVersion.InstalledBranch = SelectedVersion.TagName;
+                installedVersion.InstalledCommitSha = downloadOptions.CommitHash;
+            }
+            else
+            {
+                downloadOptions.IsLatest = true;
+                downloadOptions.BranchName = SelectedPackage.MainBranch;
+                installedVersion.InstalledBranch = SelectedPackage.MainBranch;
+            }
         }
 
         var pipOverrides = PythonPackageSpecifiersViewModel.GetSpecifiers().ToList();
diff --git a/StabilityMatrix.Core/Models/Database/LocalModelFile.cs b/StabilityMatrix.Core/Models/Database/LocalModelFile.cs
index 0dcbe9281..0e0581b93 100644
--- a/StabilityMatrix.Core/Models/Database/LocalModelFile.cs
+++ b/StabilityMatrix.Core/Models/Database/LocalModelFile.cs
@@ -164,12 +164,6 @@ public override int GetHashCode()
     public bool HasOpenModelDbMetadata =>
         HasConnectedModel && ConnectedModelInfo.Source == ConnectedModelSource.OpenModelDb;
 
-    [BsonIgnore]
-    public SafetensorMetadata? SafetensorMetadata { get; set; }
-
-    [BsonIgnore]
-    public bool SafetensorMetadataParsed { get; set; }
-
     public string GetFullPath(string rootModelDirectory)
     {
         return Path.Combine(rootModelDirectory, RelativePath);
diff --git a/StabilityMatrix.Core/Models/Packages/BaseGitPackage.cs b/StabilityMatrix.Core/Models/Packages/BaseGitPackage.cs
index 1ae9834a4..2b53ee965 100644
--- a/StabilityMatrix.Core/Models/Packages/BaseGitPackage.cs
+++ b/StabilityMatrix.Core/Models/Packages/BaseGitPackage.cs
@@ -281,27 +281,30 @@ public override async Task DownloadPackage(
             );
         }
 
+        var gitArgs = new List<string> { "clone" };
+
+        var branchArg = !string.IsNullOrWhiteSpace(versionOptions.VersionTag)
+            ? versionOptions.VersionTag
+            : versionOptions.BranchName;
+
+        if (!string.IsNullOrWhiteSpace(branchArg))
+        {
+            gitArgs.Add("--branch");
+            gitArgs.Add(branchArg);
+        }
+
+        gitArgs.Add(GithubUrl);
+        gitArgs.Add(installLocation);
+
         await PrerequisiteHelper
-            .RunGit(
-                new[]
-                {
-                    "clone",
-                    "--branch",
-                    !string.IsNullOrWhiteSpace(versionOptions.VersionTag)
-                        ? versionOptions.VersionTag
-                        : versionOptions.BranchName ?? MainBranch,
-                    GithubUrl,
-                    installLocation,
-                },
-                progress?.AsProcessOutputHandler()
-            )
+            .RunGit(gitArgs.ToArray(), progress?.AsProcessOutputHandler())
             .ConfigureAwait(false);
 
         if (!versionOptions.IsLatest && !string.IsNullOrWhiteSpace(versionOptions.CommitHash))
         {
             await PrerequisiteHelper
                 .RunGit(
-                    new[] { "checkout", versionOptions.CommitHash },
+                    ["checkout", versionOptions.CommitHash],
                     progress?.AsProcessOutputHandler(),
                     installLocation
                 )
diff --git a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
index 7b7cda7da..166a65f63 100644
--- a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
+++ b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
@@ -305,6 +305,13 @@ IPipWheelService pipWheelService
                 Type = LaunchOptionType.Bool,
                 Options = ["--auto-launch"],
             },
+            new()
+            {
+                Name = "Enable Manager",
+                Type = LaunchOptionType.Bool,
+                InitialValue = true,
+                Options = ["--enable-manager"],
+            },
             LaunchOptionDefinition.Extras,
         ];
 
@@ -491,6 +498,29 @@ await StandardPipInstallProcessAsync(
             Logger.Error(e, "Failed to verify/update SageAttention after installation");
         }
 
+        // Install Comfy Manager (built-in to ComfyUI)
+        try
+        {
+            var managerRequirementsFile = Path.Combine(installLocation, "manager_requirements.txt");
+            if (File.Exists(managerRequirementsFile))
+            {
+                progress?.Report(
+                    new ProgressReport(-1f, "Installing Comfy Manager requirements...", isIndeterminate: true)
+                );
+
+                var pipArgs = new PipInstallArgs().AddArg("-r").AddArg(managerRequirementsFile);
+                await venvRunner.PipInstall(pipArgs, onConsoleOutput).ConfigureAwait(false);
+
+                progress?.Report(
+                    new ProgressReport(-1f, "Comfy Manager installed successfully", isIndeterminate: true)
+                );
+            }
+        }
+        catch (Exception e)
+        {
+            Logger.Error(e, "Failed to install Comfy Manager requirements");
+        }
+
         progress?.Report(new ProgressReport(1, "Install complete", isIndeterminate: false));
     }
 
diff --git a/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs b/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
index 3ed763ff5..dd568f19f 100644
--- a/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
+++ b/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
@@ -47,6 +47,18 @@ IPipWheelService pipWheelService
     public override PyVersion RecommendedPythonVersion => Python.PyInstallationManager.Python_3_11_13;
     public override PackageType PackageType => PackageType.Legacy;
 
+    public override Dictionary<SharedOutputType, IReadOnlyList<string>> SharedOutputFolders =>
+        new()
+        {
+            [SharedOutputType.Extras] = ["output/extras-images"],
+            [SharedOutputType.Saved] = ["output/images"],
+            [SharedOutputType.Img2Img] = ["output/img2img-images"],
+            [SharedOutputType.Text2Img] = ["output/txt2img-images"],
+            [SharedOutputType.Img2ImgGrids] = ["output/img2img-grids"],
+            [SharedOutputType.Text2ImgGrids] = ["output/txt2img-grids"],
+            [SharedOutputType.SVD] = ["output/videos"],
+        };
+
     public override List<LaunchOptionDefinition> LaunchOptions =>
         [
             new()
diff --git a/StabilityMatrix.Core/Python/UvVenvRunner.cs b/StabilityMatrix.Core/Python/UvVenvRunner.cs
index c5099c00f..53a295ab5 100644
--- a/StabilityMatrix.Core/Python/UvVenvRunner.cs
+++ b/StabilityMatrix.Core/Python/UvVenvRunner.cs
@@ -243,6 +243,8 @@ public async Task PipInstall(ProcessArgs args, Action<ProcessOutput>? outputData
             throw new FileNotFoundException("uv not found", UvExecutablePath);
         }
 
+        SetPyvenvCfg(BaseInstall.RootPath);
+
         // Record output for errors
         var output = new StringBuilder();
 
@@ -282,6 +284,8 @@ public async Task PipUninstall(ProcessArgs args, Action<ProcessOutput>? outputDa
             throw new FileNotFoundException("uv not found", UvExecutablePath);
         }
 
+        SetPyvenvCfg(BaseInstall.RootPath);
+
         // Record output for errors
         var output = new StringBuilder();
 
@@ -319,6 +323,8 @@ public async Task<IReadOnlyList<PipPackageInfo>> PipList()
             throw new FileNotFoundException("uv not found", UvExecutablePath);
         }
 
+        SetPyvenvCfg(BaseInstall.RootPath);
+
         var result = await ProcessRunner
             .GetProcessResultAsync(
                 UvExecutablePath,
@@ -369,6 +375,8 @@ public async Task<IReadOnlyList<PipPackageInfo>> PipList()
             throw new FileNotFoundException("uv not found", UvExecutablePath);
         }
 
+        SetPyvenvCfg(BaseInstall.RootPath);
+
         var result = await ProcessRunner
             .GetProcessResultAsync(
                 UvExecutablePath,
diff --git a/StabilityMatrix.Core/Services/ModelIndexService.cs b/StabilityMatrix.Core/Services/ModelIndexService.cs
index b1830af5b..c6874d370 100644
--- a/StabilityMatrix.Core/Services/ModelIndexService.cs
+++ b/StabilityMatrix.Core/Services/ModelIndexService.cs
@@ -28,7 +28,6 @@ public partial class ModelIndexService : IModelIndexService
     private readonly ISettingsManager settingsManager;
     private readonly ILiteDbContext liteDbContext;
     private readonly ModelFinder modelFinder;
-    private readonly SemaphoreSlim safetensorMetadataParseLock = new(1, 1);
 
     private DateTimeOffset lastUpdateCheck = DateTimeOffset.MinValue;
 
@@ -565,86 +564,6 @@ await liteDbContext
         );
 
         EventManager.Instance.OnModelIndexChanged();
-
-        Task.Run(LoadSafetensorMetadataAsync)
-            .SafeFireAndForget(ex =>
-            {
-                logger.LogError(ex, "Error loading safetensor metadata");
-            });
-    }
-
-    private async Task LoadSafetensorMetadataAsync()
-    {
-        if (!settingsManager.IsLibraryDirSet)
-        {
-            logger.LogTrace("Safetensor metadata loading skipped, library directory not set");
-            return;
-        }
-
-        if (new DirectoryPath(settingsManager.ModelsDirectory) is not { Exists: true } modelsDir)
-        {
-            logger.LogTrace("Safetensor metadata loading skipped, model directory does not exist");
-            return;
-        }
-
-        await safetensorMetadataParseLock.WaitAsync().ConfigureAwait(false);
-        try
-        {
-            var stopwatch = Stopwatch.StartNew();
-            var readSuccess = 0;
-            var readFail = 0;
-            logger.LogInformation("Loading safetensor metadata...");
-
-            var models = ModelIndex
-                .Values.SelectMany(x => x)
-                .Where(m => !m.SafetensorMetadataParsed && m.RelativePath.EndsWith(".safetensors"));
-
-            await Parallel
-                .ForEachAsync(
-                    models,
-                    new ParallelOptions
-                    {
-                        MaxDegreeOfParallelism = Math.Max(1, Math.Min(Environment.ProcessorCount / 2, 6)),
-                        TaskScheduler = TaskScheduler.Default,
-                    },
-                    async (model, token) =>
-                    {
-                        if (model.SafetensorMetadataParsed)
-                            return;
-
-                        if (!model.RelativePath.EndsWith(".safetensors"))
-                            return;
-
-                        try
-                        {
-                            var safetensorPath = model.GetFullPath(modelsDir);
-                            var metadata = await SafetensorMetadata
-                                .ParseAsync(safetensorPath)
-                                .ConfigureAwait(false);
-                            model.SafetensorMetadata = metadata;
-                            model.SafetensorMetadataParsed = true;
-
-                            Interlocked.Increment(ref readSuccess);
-                        }
-                        catch
-                        {
-                            Interlocked.Increment(ref readFail);
-                        }
-                    }
-                )
-                .ConfigureAwait(false);
-
-            logger.LogInformation(
-                "Loaded safetensor metadata for {Success} models, failed to load for {Fail} models in {Time:F2}ms",
-                readSuccess,
-                readFail,
-                stopwatch.Elapsed.TotalMilliseconds
-            );
-        }
-        finally
-        {
-            safetensorMetadataParseLock.Release();
-        }
     }
 
     /// <inheritdoc />

From 5101360669981c578ea2b22ac85358ba6f437400 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sat, 24 Jan 2026 01:09:44 -0800
Subject: [PATCH 066/218] Fix race conditions by dispatching UI updates to the
 main thread in various view models

---
 CHANGELOG.md                                  |  6 ++-
 .../Services/InferenceClientManager.cs        | 23 +++++++----
 .../ViewModels/CheckpointsPageViewModel.cs    | 15 +++++---
 .../ViewModels/Dialogs/CivitFileViewModel.cs  | 11 ++++--
 .../Dialogs/ModelVersionViewModel.cs          |  6 ++-
 .../Models/Packages/ForgeClassic.cs           | 38 +++++++++++++++++++
 6 files changed, 79 insertions(+), 20 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index b366284d4..773724e1d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -20,10 +20,12 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Updated gfx110X Windows ROCm nightly index - thanks to @NeuralFault!
 - Updated ComfyUI-Zluda install to more closely match the author's intended installation method - thanks to @NeuralFault!
 ### Fixed
-- Fixed [#1513](https://github.com/LykosAI/StabilityMatrix/issues/1513), [#1518](https://github.com/LykosAI/StabilityMatrix/issues/1518), [#1488](https://github.com/LykosAI/StabilityMatrix/issues/1488) - Forge Neo update breaking things\
+- Fixed [#1529](https://github.com/LykosAI/StabilityMatrix/issues/1529) - "Selected commit is null" error when installing packages and rate limited by GitHub
+- Fixed [#1525](https://github.com/LykosAI/StabilityMatrix/issues/1525) - Crash after downloading a model
+- Fixed [#1523](https://github.com/LykosAI/StabilityMatrix/issues/1523), [#1499](https://github.com/LykosAI/StabilityMatrix/issues/1499), [#1494](https://github.com/LykosAI/StabilityMatrix/issues/1494) - Automatic1111 using old stable diffusion repo
+- Fixed [#1518](https://github.com/LykosAI/StabilityMatrix/issues/1518), [#1513](https://github.com/LykosAI/StabilityMatrix/issues/1513), [#1488](https://github.com/LykosAI/StabilityMatrix/issues/1488) - Forge Neo update breaking things
 - Fixed [#1505](https://github.com/LykosAI/StabilityMatrix/issues/1505) - incorrect port argument for Wan2GP
 - Possibly fix [#1502](https://github.com/LykosAI/StabilityMatrix/issues/1502) - English fonts not displaying correctly on Linux in Chinese environments
-- Fixed [#1499](https://github.com/LykosAI/StabilityMatrix/issues/1499), [#1494](https://github.com/LykosAI/StabilityMatrix/issues/1494) - Automatic1111 using old stable diffusion repo
 - Fixed [#1476](https://github.com/LykosAI/StabilityMatrix/issues/1476) - Incorrect shared output folder for Forge Classic/Neo
 - Fixed [#1466](https://github.com/LykosAI/StabilityMatrix/issues/1466) - crash after moving portable install
 - Fixed [#1445](https://github.com/LykosAI/StabilityMatrix/issues/1445) - Linux app updates not actually updating - thanks to @NeuralFault!
diff --git a/StabilityMatrix.Avalonia/Services/InferenceClientManager.cs b/StabilityMatrix.Avalonia/Services/InferenceClientManager.cs
index 9dc5963ea..32e866a8b 100644
--- a/StabilityMatrix.Avalonia/Services/InferenceClientManager.cs
+++ b/StabilityMatrix.Avalonia/Services/InferenceClientManager.cs
@@ -325,15 +325,22 @@ ICompletionProvider completionProvider
             if (!settingsManager.IsLibraryDirSet)
                 return;
 
-            ResetSharedProperties();
-
-            if (IsConnected)
+            // Dispatch to UI thread to prevent race conditions with Avalonia's selection model.
+            // The ModelIndexChanged event may be raised from a background thread, and modifying
+            // observable collections from a non-UI thread can cause ArgumentOutOfRangeException
+            // when the selection model tries to enumerate selected items.
+            Dispatcher.UIThread.Post(() =>
             {
-                LoadSharedPropertiesAsync()
-                    .SafeFireAndForget(onException: ex =>
-                        logger.LogError(ex, "Error loading shared properties")
-                    );
-            }
+                ResetSharedProperties();
+
+                if (IsConnected)
+                {
+                    LoadSharedPropertiesAsync()
+                        .SafeFireAndForget(onException: ex =>
+                            logger.LogError(ex, "Error loading shared properties")
+                        );
+                }
+            });
         };
     }
 
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointsPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointsPageViewModel.cs
index d99a1fb4e..62bea1c0f 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointsPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointsPageViewModel.cs
@@ -403,11 +403,16 @@ or nameof(SortConnectedModelsFirst)
 
         EventManager.Instance.ModelIndexChanged += (_, _) =>
         {
-            RefreshCategories();
-            ModelsCache.EditDiff(
-                modelIndexService.ModelIndex.Values.SelectMany(x => x),
-                LocalModelFile.RelativePathConnectedModelInfoComparer
-            );
+            // Dispatch to UI thread to prevent race conditions with Avalonia's selection model.
+            // The ModelIndexChanged event may be raised from a background thread.
+            Dispatcher.UIThread.Post(() =>
+            {
+                RefreshCategories();
+                ModelsCache.EditDiff(
+                    modelIndexService.ModelIndex.Values.SelectMany(x => x),
+                    LocalModelFile.RelativePathConnectedModelInfoComparer
+                );
+            });
         };
 
         AddDisposable(
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/CivitFileViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/CivitFileViewModel.cs
index 34a9bd0fc..b3423d51d 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/CivitFileViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/CivitFileViewModel.cs
@@ -1,6 +1,7 @@
 using System;
 using System.Collections.ObjectModel;
 using System.Threading.Tasks;
+using Avalonia.Threading;
 using CommunityToolkit.Mvvm.ComponentModel;
 using CommunityToolkit.Mvvm.Input;
 using FluentAvalonia.UI.Controls;
@@ -90,9 +91,13 @@ public CivitFileViewModel(
 
     private void ModelIndexChanged(object? sender, EventArgs e)
     {
-        IsInstalled =
-            CivitFile is { Type: CivitFileType.Model, Hashes.BLAKE3: not null }
-            && modelIndexService.ModelIndexBlake3Hashes.Contains(CivitFile.Hashes.BLAKE3);
+        // Dispatch to UI thread since the event may be raised from a background thread
+        Dispatcher.UIThread.Post(() =>
+        {
+            IsInstalled =
+                CivitFile is { Type: CivitFileType.Model, Hashes.BLAKE3: not null }
+                && modelIndexService.ModelIndexBlake3Hashes.Contains(CivitFile.Hashes.BLAKE3);
+        });
     }
 
     [RelayCommand(CanExecute = nameof(CanExecuteDownload))]
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/ModelVersionViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/ModelVersionViewModel.cs
index 82e428b36..9e5a97125 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/ModelVersionViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/ModelVersionViewModel.cs
@@ -1,4 +1,5 @@
-using CommunityToolkit.Mvvm.ComponentModel;
+using Avalonia.Threading;
+using CommunityToolkit.Mvvm.ComponentModel;
 using StabilityMatrix.Avalonia.ViewModels.Base;
 using StabilityMatrix.Core.Helper;
 using StabilityMatrix.Core.Models.Api;
@@ -42,7 +43,8 @@ public void RefreshInstallStatus()
 
     private void ModelIndexChanged(object? sender, EventArgs e)
     {
-        RefreshInstallStatus();
+        // Dispatch to UI thread since the event may be raised from a background thread
+        Dispatcher.UIThread.Post(RefreshInstallStatus);
     }
 
     protected override void Dispose(bool disposing)
diff --git a/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs b/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
index dd568f19f..e21101007 100644
--- a/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
+++ b/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
@@ -30,6 +30,8 @@ IPipWheelService pipWheelService
         pipWheelService
     )
 {
+    private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
+
     public override string Name => "forge-classic";
     public override string Author => "Haoming02";
     public override string RepositoryName => "sd-webui-forge-classic";
@@ -249,6 +251,42 @@ await PipWheelService
             .InstallNunchakuAsync(venvRunner, gpuInfo, progress, "1.1.0")
             .ConfigureAwait(false);
 
+        // Update Triton and SageAttention only if they're already installed
+        // This keeps them compatible when torch updates, without forcing installation for new users
+        // (disabled by default due to https://github.com/Haoming02/sd-webui-forge-classic/issues/612)
+        try
+        {
+            var tritonInfo = await venvRunner.PipShow("triton").ConfigureAwait(false);
+            var sageInfo = await venvRunner.PipShow("sageattention").ConfigureAwait(false);
+
+            if (tritonInfo is not null || sageInfo is not null)
+            {
+                var tritonVersion = Compat.IsWindows ? "3.5.1.post22" : "3.5.1";
+
+                if (tritonInfo is not null)
+                {
+                    progress?.Report(new ProgressReport(-1f, "Updating Triton...", isIndeterminate: true));
+                    await PipWheelService
+                        .InstallTritonAsync(venvRunner, progress, tritonVersion)
+                        .ConfigureAwait(false);
+                }
+
+                if (sageInfo is not null)
+                {
+                    progress?.Report(
+                        new ProgressReport(-1f, "Updating SageAttention...", isIndeterminate: true)
+                    );
+                    await PipWheelService
+                        .InstallSageAttentionAsync(venvRunner, gpuInfo, progress, "2.2.0")
+                        .ConfigureAwait(false);
+                }
+            }
+        }
+        catch (Exception e)
+        {
+            Logger.Error(e, "Failed to verify/update Triton and SageAttention after installation");
+        }
+
         progress?.Report(new ProgressReport(1f, "Install complete", isIndeterminate: false));
     }
 

From 36ea3fa446b7da064fb1a2c2637a1f4947f453ac Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sat, 24 Jan 2026 16:52:55 -0800
Subject: [PATCH 067/218] Update Forge Classic installs to use upstream install
 script for improved compatibility with torch/sage/triton/nunchaku

---
 CHANGELOG.md                                  |   1 +
 .../Models/Packages/ForgeClassic.cs           | 107 ++++--------------
 2 files changed, 21 insertions(+), 87 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 773724e1d..0dc19a76a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -19,6 +19,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Updated ComfyUI installations and updates to automatically install ComfyUI Manager
 - Updated gfx110X Windows ROCm nightly index - thanks to @NeuralFault!
 - Updated ComfyUI-Zluda install to more closely match the author's intended installation method - thanks to @NeuralFault!
+- Updated Forge Classic installs/updates to use the upstream install script for better version compatibility with torch/sage/triton/nunchaku
 ### Fixed
 - Fixed [#1529](https://github.com/LykosAI/StabilityMatrix/issues/1529) - "Selected commit is null" error when installing packages and rate limited by GitHub
 - Fixed [#1525](https://github.com/LykosAI/StabilityMatrix/issues/1525) - Crash after downloading a model
diff --git a/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs b/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
index e21101007..f40691f1b 100644
--- a/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
+++ b/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
@@ -1,5 +1,4 @@
 using Injectio.Attributes;
-using NLog;
 using StabilityMatrix.Core.Helper;
 using StabilityMatrix.Core.Helper.Cache;
 using StabilityMatrix.Core.Helper.HardwareInfo;
@@ -30,8 +29,6 @@ IPipWheelService pipWheelService
         pipWheelService
     )
 {
-    private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
-
     public override string Name => "forge-classic";
     public override string Author => "Haoming02";
     public override string RepositoryName => "sd-webui-forge-classic";
@@ -193,98 +190,34 @@ public override async Task InstallPackage(
             )
             .ConfigureAwait(false);
 
-        // Dynamically discover all requirements files
-        var requirementsPaths = new List<string> { "requirements.txt" };
-        var extensionsBuiltinDir = new DirectoryPath(installLocation, "extensions-builtin");
-        if (extensionsBuiltinDir.Exists)
-        {
-            requirementsPaths.AddRange(
-                extensionsBuiltinDir
-                    .EnumerateFiles("requirements.txt", EnumerationOptionConstants.AllDirectories)
-                    .Select(f => Path.GetRelativePath(installLocation, f.ToString()))
-            );
-        }
-
-        var isLegacyNvidia =
-            SettingsManager.Settings.PreferredGpu?.IsLegacyNvidiaGpu() ?? HardwareHelper.HasLegacyNvidiaGpu();
-
-        var config = new PipInstallConfig
-        {
-            RequirementsFilePaths = requirementsPaths,
-            TorchVersion = "==2.9.1",
-            TorchvisionVersion = "==0.24.1",
-            XformersVersion = "==0.0.33.post2",
-            CudaIndex = isLegacyNvidia ? "cu126" : "cu130",
-            UpgradePackages = true,
-            ExtraPipArgs =
-            [
-                "https://github.com/openai/CLIP/archive/d50d76daa670286dd6cacf3bcd80b5e4823fc8e1.zip",
-                "packaging==25.0",
-                "bitsandbytes==0.48.2",
-            ],
-            PostInstallPipArgs = ["numpy==1.26.4"],
-        };
-
-        await StandardPipInstallProcessAsync(
-                venvRunner,
-                options,
-                installedPackage,
-                config,
-                onConsoleOutput,
-                progress,
-                cancellationToken
-            )
-            .ConfigureAwait(false);
-
-        var gpuInfo =
-            SettingsManager.Settings.PreferredGpu
-            ?? HardwareHelper.IterGpuInfo().FirstOrDefault(x => x.IsNvidia);
+        progress?.Report(new ProgressReport(-1f, "Running install script...", isIndeterminate: true));
 
-        // triton / sage disabled by default due to https://github.com/Haoming02/sd-webui-forge-classic/issues/612
+        // Build args for their launch.py - use --uv for fast installs, --exit to quit after setup
+        var launchArgs = new List<string> { "launch.py", "--uv", "--exit" };
 
-        // var tritonVersion = Compat.IsWindows ? "3.5.1.post22" : "3.5.1";
-        //
-        // await PipWheelService.InstallTritonAsync(venvRunner, progress, tritonVersion).ConfigureAwait(false);
-        // await PipWheelService.InstallSageAttentionAsync(venvRunner, gpuInfo, progress, "2.2.0").ConfigureAwait(false);
-        await PipWheelService.InstallFlashAttentionAsync(venvRunner, progress, "2.8.3").ConfigureAwait(false);
-        await PipWheelService
-            .InstallNunchakuAsync(venvRunner, gpuInfo, progress, "1.1.0")
-            .ConfigureAwait(false);
+        // For Ampere or newer GPUs, enable sage attention, flash attention, and nunchaku
+        var isAmpereOrNewer =
+            SettingsManager.Settings.PreferredGpu?.IsAmpereOrNewerGpu()
+            ?? HardwareHelper.IterGpuInfo().Any(x => x.IsNvidia && x.IsAmpereOrNewerGpu());
 
-        // Update Triton and SageAttention only if they're already installed
-        // This keeps them compatible when torch updates, without forcing installation for new users
-        // (disabled by default due to https://github.com/Haoming02/sd-webui-forge-classic/issues/612)
-        try
+        if (isAmpereOrNewer)
         {
-            var tritonInfo = await venvRunner.PipShow("triton").ConfigureAwait(false);
-            var sageInfo = await venvRunner.PipShow("sageattention").ConfigureAwait(false);
+            launchArgs.Add("--sage");
+            launchArgs.Add("--flash");
+            launchArgs.Add("--nunchaku");
+        }
 
-            if (tritonInfo is not null || sageInfo is not null)
-            {
-                var tritonVersion = Compat.IsWindows ? "3.5.1.post22" : "3.5.1";
+        // Run their install script with our venv Python
+        venvRunner.WorkingDirectory = new DirectoryPath(installLocation);
+        venvRunner.RunDetached([.. launchArgs], onConsoleOutput);
 
-                if (tritonInfo is not null)
-                {
-                    progress?.Report(new ProgressReport(-1f, "Updating Triton...", isIndeterminate: true));
-                    await PipWheelService
-                        .InstallTritonAsync(venvRunner, progress, tritonVersion)
-                        .ConfigureAwait(false);
-                }
+        await venvRunner.Process.WaitForExitAsync(cancellationToken).ConfigureAwait(false);
 
-                if (sageInfo is not null)
-                {
-                    progress?.Report(
-                        new ProgressReport(-1f, "Updating SageAttention...", isIndeterminate: true)
-                    );
-                    await PipWheelService
-                        .InstallSageAttentionAsync(venvRunner, gpuInfo, progress, "2.2.0")
-                        .ConfigureAwait(false);
-                }
-            }
-        }
-        catch (Exception e)
+        if (venvRunner.Process.ExitCode != 0)
         {
-            Logger.Error(e, "Failed to verify/update Triton and SageAttention after installation");
+            throw new InvalidOperationException(
+                $"Install script failed with exit code {venvRunner.Process.ExitCode}"
+            );
         }
 
         progress?.Report(new ProgressReport(1f, "Install complete", isIndeterminate: false));

From a2eb502f53ff2e24415ebfbf8444ac4399ddaf46 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sat, 24 Jan 2026 17:05:03 -0800
Subject: [PATCH 068/218] Refactor package settings access in ForgeClassic and
 add IPipWheelService to dependency injection

---
 .../Models/Packages/ForgeClassic.cs           | 37 +++++++++++--------
 .../Models/Packages/PackageHelper.cs          |  3 +-
 2 files changed, 23 insertions(+), 17 deletions(-)

diff --git a/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs b/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
index f40691f1b..682efbcaf 100644
--- a/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
+++ b/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
@@ -270,9 +270,16 @@ await PipWheelService
             return;
 
         await using var transaction = settingsManager.BeginTransaction();
-        var attentionOptions = transaction
-            .Settings.InstalledPackages.First(x => x.Id == installedPackage.Id)
-            .LaunchArgs?.Where(opt => opt.Name.Contains("attention", StringComparison.OrdinalIgnoreCase));
+        var packageInSettings = transaction.Settings.InstalledPackages.FirstOrDefault(x =>
+            x.Id == installedPackage.Id
+        );
+
+        if (packageInSettings is null)
+            return;
+
+        var attentionOptions = packageInSettings.LaunchArgs?.Where(opt =>
+            opt.Name.Contains("attention", StringComparison.OrdinalIgnoreCase)
+        );
 
         if (attentionOptions is not null)
         {
@@ -282,9 +289,9 @@ await PipWheelService
             }
         }
 
-        var sageAttention = transaction
-            .Settings.InstalledPackages.First(x => x.Id == installedPackage.Id)
-            .LaunchArgs?.FirstOrDefault(opt => opt.Name.Contains("sage", StringComparison.OrdinalIgnoreCase));
+        var sageAttention = packageInSettings.LaunchArgs?.FirstOrDefault(opt =>
+            opt.Name.Contains("sage", StringComparison.OrdinalIgnoreCase)
+        );
 
         if (sageAttention is not null)
         {
@@ -292,16 +299,14 @@ await PipWheelService
         }
         else
         {
-            transaction
-                .Settings.InstalledPackages.First(x => x.Id == installedPackage.Id)
-                .LaunchArgs?.Add(
-                    new LaunchOption
-                    {
-                        Name = "--sage",
-                        Type = LaunchOptionType.Bool,
-                        OptionValue = true,
-                    }
-                );
+            packageInSettings.LaunchArgs?.Add(
+                new LaunchOption
+                {
+                    Name = "--sage",
+                    Type = LaunchOptionType.Bool,
+                    OptionValue = true,
+                }
+            );
         }
     }
 }
diff --git a/StabilityMatrix.Tests/Models/Packages/PackageHelper.cs b/StabilityMatrix.Tests/Models/Packages/PackageHelper.cs
index 4a41e756f..b165031d7 100644
--- a/StabilityMatrix.Tests/Models/Packages/PackageHelper.cs
+++ b/StabilityMatrix.Tests/Models/Packages/PackageHelper.cs
@@ -23,7 +23,8 @@ public static IEnumerable<BasePackage> GetPackages()
             .AddSingleton(Substitute.For<IDownloadService>())
             .AddSingleton(Substitute.For<IPyRunner>())
             .AddSingleton(Substitute.For<IPyInstallationManager>())
-            .AddSingleton(Substitute.For<IPrerequisiteHelper>());
+            .AddSingleton(Substitute.For<IPrerequisiteHelper>())
+            .AddSingleton(Substitute.For<IPipWheelService>());
 
         var assembly = typeof(BasePackage).Assembly;
         var packageTypes = assembly

From 6bf9610635e9fe479f8a4b455dfa1cc5098c4684 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 29 Jan 2026 18:53:09 -0800
Subject: [PATCH 069/218] Add reload from metadata functionality for image
 layers

---
 .../Dialogs/LayeredMaskEditorViewModel.cs     | 33 ++++++++++++++++++-
 1 file changed, 32 insertions(+), 1 deletion(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
index f0990665c..e5d273636 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
@@ -1708,6 +1708,7 @@ public override void LoadStateFromJsonObject(JsonObject state)
                 CleanupLayer(layer);
             Layers.Clear();
             layerCounter = 0;
+            imageLayerCounter = 0;
 
             foreach (var layerNode in layersArray)
                 if (layerNode is JsonObject layerObj)
@@ -1719,7 +1720,12 @@ public override void LoadStateFromJsonObject(JsonObject state)
                     layer.PropertyChanged += Layer_PropertyChanged;
 
                     Layers.Add(layer);
-                    layerCounter++;
+
+                    // Update counters based on layer type
+                    if (layer.LayerType == MaskLayerType.Image)
+                        imageLayerCounter++;
+                    else
+                        layerCounter++;
                 }
 
             // Select first layer
@@ -1731,10 +1737,35 @@ public override void LoadStateFromJsonObject(JsonObject state)
         if (Layers.Count == 0)
             AddLayer();
 
+        // Reload image layer bitmaps from their saved paths
+        // This must happen after layers are loaded since SourceImage is not serialized
+        ReloadImageLayersFromPaths();
+
         // Always sync to canvas after loading to ensure paths are displayed
         SyncSelectedLayerToCanvas();
     }
 
+    /// <summary>
+    /// Reloads image layer bitmaps from their saved SourceImagePath.
+    /// Called after loading state since the actual SKBitmap is not serialized.
+    /// </summary>
+    private void ReloadImageLayersFromPaths()
+    {
+        foreach (var layer in Layers)
+        {
+            if (
+                layer.LayerType == MaskLayerType.Image
+                && !string.IsNullOrEmpty(layer.SourceImagePath)
+                && layer.SourceImage == null
+                && File.Exists(layer.SourceImagePath)
+            )
+            {
+                // Fire and forget - LoadImageIntoLayerAsync will update UI when done
+                _ = LoadImageIntoLayerAsync(layer, layer.SourceImagePath);
+            }
+        }
+    }
+
     /// <inheritdoc />
     public override JsonObject SaveStateToJsonObject()
     {

From 41918e362589e3e044dc54aa055d1b2f31d508f5 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 1 Feb 2026 12:11:58 -0800
Subject: [PATCH 070/218] Fix batch notification logic and synchronize image
 selection in view models

---
 CHANGELOG.md                                  |  3 +-
 .../Inference/ImageGalleryCardViewModel.cs    | 30 +++++++++++++++++++
 .../InferenceTextToImageViewModel.cs          | 27 ++++++++++-------
 .../InferenceWanTextToVideoViewModel.cs       | 27 ++++++++++-------
 4 files changed, 66 insertions(+), 21 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 840f297f3..f9ec9c87b 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -19,7 +19,8 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Disabled update checking for legacy InvokeAI installations using Python 3.10.11
 ### Fixed
 - Hide rating stars in the Civitai browser page if no rating is available
-- Fixed parsing of escape sequences in Inference such as `\\` 
+- Fixed parsing of escape sequences in Inference such as `\\`
+- Fixed batch notification firing when only one image is generated
 
 ## v2.16.0-dev.1
 ### Added
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/ImageGalleryCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/ImageGalleryCardViewModel.cs
index 5de2d6d06..399b1e52c 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/ImageGalleryCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/ImageGalleryCardViewModel.cs
@@ -50,6 +50,36 @@ public partial class ImageGalleryCardViewModel : ViewModelBase
     [ObservableProperty]
     private bool isPixelGridEnabled;
 
+    /// <summary>
+    /// Synchronize SelectedImage when SelectedImageIndex changes.
+    /// </summary>
+    partial void OnSelectedImageIndexChanged(int value)
+    {
+        if (value >= 0 && value < ImageSources.Count)
+        {
+            SelectedImage = ImageSources[value];
+        }
+        else
+        {
+            SelectedImage = null;
+        }
+    }
+
+    /// <summary>
+    /// Synchronize SelectedImageIndex when SelectedImage changes (e.g., from thumbnail click).
+    /// </summary>
+    partial void OnSelectedImageChanged(ImageSource? value)
+    {
+        if (value is not null)
+        {
+            var index = ImageSources.IndexOf(value);
+            if (index >= 0 && index != SelectedImageIndex)
+            {
+                SelectedImageIndex = index;
+            }
+        }
+    }
+
     public bool HasMultipleImages => ImageSources.Count > 1;
 
     public bool CanNavigateBack => SelectedImageIndex > 0;
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs
index 575aaf5a7..c1ddfc5db 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs
@@ -335,16 +335,23 @@ CancellationToken cancellationToken
             await RunGeneration(args, cancellationToken);
         }
 
-        await notificationService.ShowAsync(
-            NotificationKey.Inference_BatchCompleted,
-            new Notification
-            {
-                Title = "Batch Completed",
-                Body =
-                    $"Batch of {batches} items [{Guid.NewGuid().ToString()[..7].ToLower()}] completed successfully",
-                BodyImagePath = ImageGalleryCardViewModel.ImageSources.LastOrDefault()?.LocalFile?.FullPath,
-            }
-        );
+        // Only show batch notification when there's more than one item
+        // (single items already get a "Prompt Completed" notification)
+        if (batches > 1)
+        {
+            await notificationService.ShowAsync(
+                NotificationKey.Inference_BatchCompleted,
+                new Notification
+                {
+                    Title = "Batch Completed",
+                    Body =
+                        $"Batch of {batches} items [{Guid.NewGuid().ToString()[..7].ToLower()}] completed successfully",
+                    BodyImagePath = ImageGalleryCardViewModel
+                        .ImageSources.LastOrDefault()
+                        ?.LocalFile?.FullPath,
+                }
+            );
+        }
     }
 
     /// <inheritdoc />
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceWanTextToVideoViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceWanTextToVideoViewModel.cs
index 1935c9b59..e032849e2 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceWanTextToVideoViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceWanTextToVideoViewModel.cs
@@ -188,16 +188,23 @@ CancellationToken cancellationToken
             await RunGeneration(args, cancellationToken);
         }
 
-        await notificationService.ShowAsync(
-            NotificationKey.Inference_BatchCompleted,
-            new Notification
-            {
-                Title = "Batch Completed",
-                Body =
-                    $"Batch of {batches} items [{Guid.NewGuid().ToString()[..7].ToLower()}] completed successfully",
-                BodyImagePath = ImageGalleryCardViewModel.ImageSources.LastOrDefault()?.LocalFile?.FullPath,
-            }
-        );
+        // Only show batch notification when there's more than one item
+        // (single items already get a "Prompt Completed" notification)
+        if (batches > 1)
+        {
+            await notificationService.ShowAsync(
+                NotificationKey.Inference_BatchCompleted,
+                new Notification
+                {
+                    Title = "Batch Completed",
+                    Body =
+                        $"Batch of {batches} items [{Guid.NewGuid().ToString()[..7].ToLower()}] completed successfully",
+                    BodyImagePath = ImageGalleryCardViewModel
+                        .ImageSources.LastOrDefault()
+                        ?.LocalFile?.FullPath,
+                }
+            );
+        }
     }
 
     /// <inheritdoc />

From 8adfb096c3887a265deaf8e7aecf37569acd7958 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sat, 7 Feb 2026 16:05:40 -0800
Subject: [PATCH 071/218] Add Model Picker dialog for Inference model selection

Introduce a new browsable Model Picker dialog with grid/list views, search, CivitAI metadata, and filter persistence.
Add browse buttons to all Inference model dropdowns (Model, Refiner, VAE, Text Encoders, CLIP Vision) across ModelCard and WanModelCard.

Also includes: BetterComboBox search cache invalidation on ItemsSource change, configurable search watermark, shared DetailedSearchText property on HybridModelFile, and MinDialogHeight property fix
---
 CHANGELOG.md                                  |   3 +
 .../Controls/BetterComboBox.cs                | 292 +++++++--
 .../Controls/BetterContentDialog.cs           |  36 +-
 .../Controls/Inference/ExtraNetworkCard.axaml |  26 +-
 .../Controls/Inference/ModelCard.axaml        | 617 ++++++++----------
 .../Inference/StackEditableCard.axaml.cs      |  38 +-
 .../Controls/Inference/WanModelCard.axaml     |  44 +-
 .../VendorLabs/AsyncImage/BetterAsyncImage.cs |   6 +-
 .../Converters/FileExistsConverter.cs         |  18 +
 .../Converters/FileNotExistsConverter.cs      |  20 +
 ...delPickerNsfwOverlayVisibilityConverter.cs |  25 +
 .../Converters/ObjectEqualsConverter.cs       |  23 +
 .../DesignData/DesignData.cs                  |   6 +-
 .../DesignData/MockModelIndexService.cs       |   3 +-
 .../Services/IInferenceClientManager.cs       |   7 +
 .../Services/InferenceClientManager.cs        |  18 +
 .../ControlThemes/BetterComboBoxStyles.axaml  | 220 ++++++-
 .../Dialogs/ModelPickerDialogViewModel.cs     | 586 +++++++++++++++++
 .../Inference/ExtraNetworkCardViewModel.cs    |  27 +-
 .../Inference/ModelCardViewModel.cs           | 500 ++++++++++++--
 .../Inference/TextEncoderSlotViewModel.cs     |  40 ++
 .../Inference/WanModelCardViewModel.cs        |  94 ++-
 .../Views/Dialogs/ModelPickerDialog.axaml     | 579 ++++++++++++++++
 .../Views/Dialogs/ModelPickerDialog.axaml.cs  |  48 ++
 StabilityMatrix.Core/Helper/Cache/LRUCache.cs |  27 +-
 .../Models/HybridModelFile.cs                 |  43 ++
 .../Models/Settings/ModelPickerFilterState.cs |   9 +
 .../Models/Settings/Settings.cs               |   5 +
 28 files changed, 2855 insertions(+), 505 deletions(-)
 create mode 100644 StabilityMatrix.Avalonia/Converters/FileExistsConverter.cs
 create mode 100644 StabilityMatrix.Avalonia/Converters/FileNotExistsConverter.cs
 create mode 100644 StabilityMatrix.Avalonia/Converters/ModelPickerNsfwOverlayVisibilityConverter.cs
 create mode 100644 StabilityMatrix.Avalonia/Converters/ObjectEqualsConverter.cs
 create mode 100644 StabilityMatrix.Avalonia/ViewModels/Dialogs/ModelPickerDialogViewModel.cs
 create mode 100644 StabilityMatrix.Avalonia/ViewModels/Inference/TextEncoderSlotViewModel.cs
 create mode 100644 StabilityMatrix.Avalonia/Views/Dialogs/ModelPickerDialog.axaml
 create mode 100644 StabilityMatrix.Avalonia/Views/Dialogs/ModelPickerDialog.axaml.cs
 create mode 100644 StabilityMatrix.Core/Models/Settings/ModelPickerFilterState.cs

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 0dc19a76a..70fa75def 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,9 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 
 ## v2.16.0-dev.2
 ### Added
+- Added new Model Picker dialog for Inference with grid/list views, search, filtering, and NSFW overlay
+- Added browse buttons to all model dropdowns in Inference (Model, Refiner, VAE, Text Encoders, CLIP Vision)
+- Added inline search box to model combo box dropdowns with fuzzy matching
 - Added NVIDIA driver version warning when launching ComfyUI with CUDA 13.0 (cu130) and driver versions below 580.x
 - Added legacy Python warning when launching InvokeAI installations using Python 3.10.11
 - Added Tiled VAE Decode to the Inference video workflows - thanks to @NeuralFault!
diff --git a/StabilityMatrix.Avalonia/Controls/BetterComboBox.cs b/StabilityMatrix.Avalonia/Controls/BetterComboBox.cs
index 08126a7ab..2ba89ad1d 100644
--- a/StabilityMatrix.Avalonia/Controls/BetterComboBox.cs
+++ b/StabilityMatrix.Avalonia/Controls/BetterComboBox.cs
@@ -1,59 +1,54 @@
-using System.Reactive.Linq;
+using System.Reactive.Linq;
 using System.Reactive.Subjects;
 using Avalonia;
+using Avalonia.Automation;
 using Avalonia.Controls;
 using Avalonia.Controls.Presenters;
 using Avalonia.Controls.Primitives;
-using Avalonia.Controls.Primitives.PopupPositioning;
 using Avalonia.Input;
-using Avalonia.Media;
 using Avalonia.Threading;
+using FuzzySharp;
 using StabilityMatrix.Core.Extensions;
+using StabilityMatrix.Core.Helper.Cache;
 using StabilityMatrix.Core.Models;
 
 namespace StabilityMatrix.Avalonia.Controls;
 
 public class BetterComboBox : ComboBox
 {
+    public static readonly StyledProperty<string> SearchWatermarkProperty = AvaloniaProperty.Register<
+        BetterComboBox,
+        string
+    >(nameof(SearchWatermark), defaultValue: "Search...");
+
+    public string SearchWatermark
+    {
+        get => GetValue(SearchWatermarkProperty);
+        set => SetValue(SearchWatermarkProperty, value);
+    }
+
     private readonly Subject<string> inputSubject = new();
     private readonly IDisposable subscription;
-    private readonly Popup inputPopup;
-    private readonly TextBlock inputTextBlock;
-    private string currentInput = string.Empty;
+    private readonly LRUCache<string, object?> searchCache = new(50);
+    private TextBox? searchTextBox;
+    private string keyboardSearchText = string.Empty;
+    private bool isUpdatingSearchText;
 
     public BetterComboBox()
     {
-        // Create an observable that buffers input over a short period
+        DropDownOpened += OnDropDownOpened;
+        DropDownClosed += OnDropDownClosed;
+        ContainerPrepared += OnContainerPrepared;
+        ContainerIndexChanged += OnContainerIndexChanged;
+
         var inputObservable = inputSubject
-            .Do(text => currentInput += text)
-            .Throttle(TimeSpan.FromMilliseconds(500))
-            .Where(_ => !string.IsNullOrEmpty(currentInput))
-            .Select(_ => currentInput);
+            .Select(text => text.Trim())
+            .Throttle(TimeSpan.FromMilliseconds(200))
+            .DistinctUntilChanged();
 
-        // Subscribe to the observable to filter the ComboBox items
         subscription = inputObservable
             .ObserveOn(SynchronizationContext.Current)
-            .Subscribe(OnInputReceived, _ => ResetPopupText());
-
-        // Initialize the popup
-        inputPopup = new Popup
-        {
-            IsLightDismissEnabled = true,
-            Placement = PlacementMode.AnchorAndGravity,
-            PlacementAnchor = PopupAnchor.Bottom,
-            PlacementGravity = PopupGravity.Top,
-        };
-
-        // Initialize the TextBlock with custom styling
-        inputTextBlock = new TextBlock
-        {
-            Foreground = Brushes.White, // White text color
-            Background = Brush.Parse("#333333"), // Dark gray background
-            Padding = new Thickness(8), // Add padding
-            FontSize = 14 // Optional: adjust font size
-        };
-
-        inputPopup.Child = inputTextBlock;
+            .Subscribe(OnInputReceived, _ => ResetSearchText());
     }
 
     /// <inheritdoc/>
@@ -61,16 +56,27 @@ protected override void OnApplyTemplate(TemplateAppliedEventArgs e)
     {
         base.OnApplyTemplate(e);
 
-        // Set the Popup's anchor to the ComboBox itself
-        inputPopup.PlacementTarget = this;
-
-        if (e.NameScope.Find<ContentPresenter>("ContentPresenter") is { } contentPresenter)
+        if (e.NameScope.Find<ContentControl>("ContentPresenter") is { } contentPresenter)
         {
             if (SelectionBoxItemTemplate is { } template)
             {
                 contentPresenter.ContentTemplate = template;
             }
         }
+
+        if (searchTextBox is not null)
+        {
+            searchTextBox.TextChanged -= SearchTextBoxOnTextChanged;
+            searchTextBox.KeyDown -= SearchTextBoxOnKeyDown;
+        }
+
+        searchTextBox = e.NameScope.Find<TextBox>("PART_SearchTextBox");
+        if (searchTextBox is not null)
+        {
+            AutomationProperties.SetName(searchTextBox, "Search models");
+            searchTextBox.TextChanged += SearchTextBoxOnTextChanged;
+            searchTextBox.KeyDown += SearchTextBoxOnKeyDown;
+        }
     }
 
     protected override void OnTextInput(TextInputEventArgs e)
@@ -78,72 +84,224 @@ protected override void OnTextInput(TextInputEventArgs e)
         if (e.Handled)
             return;
 
+        if (searchTextBox?.IsFocused == true)
+        {
+            base.OnTextInput(e);
+            return;
+        }
+
         if (!string.IsNullOrWhiteSpace(e.Text))
         {
-            // Push the input text to the subject
-            inputSubject.OnNext(e.Text);
-            UpdatePopupText(e.Text);
+            keyboardSearchText += e.Text;
+            inputSubject.OnNext(keyboardSearchText);
+
+            if (IsDropDownOpen)
+            {
+                UpdateSearchTextBoxText(keyboardSearchText);
+                Dispatcher.UIThread.Post(() => searchTextBox?.Focus(), DispatcherPriority.Input);
+            }
+
             e.Handled = true;
         }
 
         base.OnTextInput(e);
     }
 
+    private void SearchTextBoxOnTextChanged(object? sender, TextChangedEventArgs e)
+    {
+        if (isUpdatingSearchText || sender is not TextBox textBox)
+            return;
+
+        keyboardSearchText = textBox.Text ?? string.Empty;
+        inputSubject.OnNext(keyboardSearchText);
+    }
+
+    private void SearchTextBoxOnKeyDown(object? sender, KeyEventArgs e)
+    {
+        if (e.Key != Key.Escape)
+            return;
+
+        IsDropDownOpen = false;
+        e.Handled = true;
+    }
+
+    private void OnDropDownOpened(object? sender, EventArgs e)
+    {
+        ResetSearchText();
+        ApplyFilter(string.Empty);
+        Dispatcher.UIThread.Post(() => searchTextBox?.Focus(), DispatcherPriority.Input);
+    }
+
+    private void OnDropDownClosed(object? sender, EventArgs e)
+    {
+        ResetSearchText();
+        ApplyFilter(string.Empty);
+    }
+
+    private void UpdateSearchTextBoxText(string text)
+    {
+        if (searchTextBox is null)
+            return;
+
+        isUpdatingSearchText = true;
+        searchTextBox.Text = text;
+        searchTextBox.CaretIndex = searchTextBox.Text?.Length ?? 0;
+        isUpdatingSearchText = false;
+    }
+
+    private void ResetSearchText()
+    {
+        keyboardSearchText = string.Empty;
+        UpdateSearchTextBoxText(string.Empty);
+    }
+
     private void OnInputReceived(string input)
     {
+        if (IsDropDownOpen)
+        {
+            Dispatcher.UIThread.Post(() => ApplyFilter(input));
+            return;
+        }
+
+        if (string.IsNullOrWhiteSpace(input))
+            return;
+
+        if (searchCache.Get(input, out var cachedResult) && cachedResult is not null)
+        {
+            Dispatcher.UIThread.Post(() => SelectedItem = cachedResult);
+            return;
+        }
+
+        object? found = null;
+
         if (Items.OfType<Enum>().ToList() is { Count: > 0 } enumItems)
         {
-            var foundEnum = enumItems.FirstOrDefault(
-                x => x.GetStringValue().StartsWith(input, StringComparison.OrdinalIgnoreCase)
-            );
+            var bestMatch = enumItems
+                .Select(e => (Item: e, Score: Fuzz.WeightedRatio(input, e.GetStringValue())))
+                .OrderByDescending(x => x.Score)
+                .FirstOrDefault();
 
-            if (foundEnum is not null)
+            if (bestMatch.Score > 50)
             {
-                Dispatcher.UIThread.Post(() =>
-                {
-                    SelectedItem = foundEnum;
-                });
+                found = bestMatch.Item;
             }
         }
-        else if (Items.OfType<ISearchText>().ToList() is { } modelFiles)
+        else if (Items.OfType<ISearchText>().ToList() is { Count: > 0 } modelFiles)
         {
-            var found = modelFiles.FirstOrDefault(
-                x => x.SearchText.StartsWith(input, StringComparison.OrdinalIgnoreCase)
-            );
+            var bestMatch = modelFiles
+                .Select(m => (Item: m, Score: Fuzz.WeightedRatio(input, GetItemSearchText(m))))
+                .OrderByDescending(x => x.Score)
+                .FirstOrDefault();
 
-            if (found is not null)
+            if (bestMatch.Score > 50)
             {
-                Dispatcher.UIThread.Post(() =>
-                {
-                    SelectedItem = found;
-                });
+                found = bestMatch.Item;
             }
         }
 
-        Dispatcher.UIThread.Post(ResetPopupText);
+        if (found is not null)
+        {
+            searchCache.Add(input, found);
+            Dispatcher.UIThread.Post(() => SelectedItem = found);
+        }
+    }
+
+    private void ApplyFilter(string input)
+    {
+        var query = input.Trim();
+        var hasQuery = !string.IsNullOrWhiteSpace(query);
+
+        foreach (var item in Items.Cast<object>())
+        {
+            if (ContainerFromItem(item) is not Control container)
+                continue;
+
+            container.IsVisible = !hasQuery || IsItemMatch(item, query);
+        }
+    }
+
+    private bool IsItemMatch(object item, string query)
+    {
+        var itemText = GetItemSearchText(item);
+        if (itemText.Contains(query, StringComparison.OrdinalIgnoreCase))
+            return true;
+
+        // Allow approximate matching for typos while filtering.
+        return Fuzz.PartialRatio(query, itemText) >= 70;
+    }
+
+    private static string GetItemSearchText(object item)
+    {
+        return item switch
+        {
+            HybridModelFile hybridModel => hybridModel.DetailedSearchText,
+            Enum enumItem => enumItem.GetStringValue(),
+            ISearchText searchable => searchable.SearchText,
+            _ => item.ToString() ?? string.Empty,
+        };
+    }
+
+    private void OnContainerPrepared(object? sender, ContainerPreparedEventArgs e)
+    {
+        if (!IsDropDownOpen)
+            return;
+
+        var query = keyboardSearchText.Trim();
+        if (string.IsNullOrWhiteSpace(query))
+        {
+            e.Container.IsVisible = true;
+            return;
+        }
+
+        if (e.Index >= 0 && e.Index < ItemsView.Count && ItemsView[e.Index] is { } item)
+        {
+            e.Container.IsVisible = IsItemMatch(item, query);
+        }
     }
 
-    private void UpdatePopupText(string text)
+    private void OnContainerIndexChanged(object? sender, ContainerIndexChangedEventArgs e)
     {
-        inputTextBlock.Text += text; // Accumulate text in the popup
+        if (!IsDropDownOpen)
+            return;
 
-        if (!inputPopup.IsOpen)
+        var query = keyboardSearchText.Trim();
+        if (string.IsNullOrWhiteSpace(query))
         {
-            inputPopup.IsOpen = true;
+            e.Container.IsVisible = true;
+            return;
+        }
+
+        if (e.NewIndex >= 0 && e.NewIndex < ItemsView.Count && ItemsView[e.NewIndex] is { } item)
+        {
+            e.Container.IsVisible = IsItemMatch(item, query);
         }
     }
 
-    private void ResetPopupText()
+    protected override void OnPropertyChanged(AvaloniaPropertyChangedEventArgs change)
     {
-        currentInput = string.Empty;
-        inputTextBlock.Text = string.Empty;
-        inputPopup.IsOpen = false;
+        base.OnPropertyChanged(change);
+
+        if (change.Property == ItemsSourceProperty)
+        {
+            searchCache.Clear();
+        }
     }
 
-    // Ensure proper disposal of resources
     protected override void OnDetachedFromVisualTree(VisualTreeAttachmentEventArgs e)
     {
         base.OnDetachedFromVisualTree(e);
+
+        DropDownOpened -= OnDropDownOpened;
+        DropDownClosed -= OnDropDownClosed;
+        ContainerPrepared -= OnContainerPrepared;
+        ContainerIndexChanged -= OnContainerIndexChanged;
+
+        if (searchTextBox is not null)
+        {
+            searchTextBox.TextChanged -= SearchTextBoxOnTextChanged;
+            searchTextBox.KeyDown -= SearchTextBoxOnKeyDown;
+        }
+
         subscription.Dispose();
     }
 }
diff --git a/StabilityMatrix.Avalonia/Controls/BetterContentDialog.cs b/StabilityMatrix.Avalonia/Controls/BetterContentDialog.cs
index 078962a64..121f97ee4 100644
--- a/StabilityMatrix.Avalonia/Controls/BetterContentDialog.cs
+++ b/StabilityMatrix.Avalonia/Controls/BetterContentDialog.cs
@@ -99,6 +99,8 @@ static BetterContentDialog()
     #endregion
 
     private Border? backgroundPart;
+    private ContentDialogViewModelBase? boundDialogViewModel;
+    private ContentDialogProgressViewModelBase? boundProgressViewModel;
 
     protected override Type StyleKeyOverride { get; } = typeof(ContentDialog);
 
@@ -154,8 +156,8 @@ public double MaxDialogWidth
 
     public double MinDialogHeight
     {
-        get => GetValue(MaxDialogHeightProperty);
-        set => SetValue(MaxDialogHeightProperty, value);
+        get => GetValue(MinDialogHeightProperty);
+        set => SetValue(MinDialogHeightProperty, value);
     }
 
     public static readonly StyledProperty<double> MaxDialogHeightProperty = AvaloniaProperty.Register<
@@ -197,6 +199,7 @@ public bool CloseOnClickOutside
     public BetterContentDialog()
     {
         AddHandler(LoadedEvent, OnLoaded);
+        AddHandler(UnloadedEvent, OnUnloaded);
     }
 
     /// <inheritdoc />
@@ -275,23 +278,47 @@ private void TrySetButtonCommands()
 
     private void TryBindButtonEvents()
     {
+        UnbindButtonEvents();
+
         if ((Content as Control)?.DataContext is ContentDialogViewModelBase viewModel)
         {
             viewModel.PrimaryButtonClick += OnDialogButtonClick;
             viewModel.SecondaryButtonClick += OnDialogButtonClick;
             viewModel.CloseButtonClick += OnDialogButtonClick;
+            boundDialogViewModel = viewModel;
         }
         else if (Content is ContentDialogViewModelBase viewModelDirect)
         {
             viewModelDirect.PrimaryButtonClick += OnDialogButtonClick;
             viewModelDirect.SecondaryButtonClick += OnDialogButtonClick;
             viewModelDirect.CloseButtonClick += OnDialogButtonClick;
+            boundDialogViewModel = viewModelDirect;
         }
         else if ((Content as Control)?.DataContext is ContentDialogProgressViewModelBase progressViewModel)
         {
             progressViewModel.PrimaryButtonClick += OnDialogButtonClick;
             progressViewModel.SecondaryButtonClick += OnDialogButtonClick;
             progressViewModel.CloseButtonClick += OnDialogButtonClick;
+            boundProgressViewModel = progressViewModel;
+        }
+    }
+
+    private void UnbindButtonEvents()
+    {
+        if (boundDialogViewModel is not null)
+        {
+            boundDialogViewModel.PrimaryButtonClick -= OnDialogButtonClick;
+            boundDialogViewModel.SecondaryButtonClick -= OnDialogButtonClick;
+            boundDialogViewModel.CloseButtonClick -= OnDialogButtonClick;
+            boundDialogViewModel = null;
+        }
+
+        if (boundProgressViewModel is not null)
+        {
+            boundProgressViewModel.PrimaryButtonClick -= OnDialogButtonClick;
+            boundProgressViewModel.SecondaryButtonClick -= OnDialogButtonClick;
+            boundProgressViewModel.CloseButtonClick -= OnDialogButtonClick;
+            boundProgressViewModel = null;
         }
     }
 
@@ -398,4 +425,9 @@ private void OnLoaded(object? sender, RoutedEventArgs? e)
             Dispatcher.UIThread.InvokeAsync(viewModel.OnLoadedAsync).SafeFireAndForget();
         }*/
     }
+
+    private void OnUnloaded(object? sender, RoutedEventArgs? e)
+    {
+        UnbindButtonEvents();
+    }
 }
diff --git a/StabilityMatrix.Avalonia/Controls/Inference/ExtraNetworkCard.axaml b/StabilityMatrix.Avalonia/Controls/Inference/ExtraNetworkCard.axaml
index 0c8bd3afe..620a86272 100644
--- a/StabilityMatrix.Avalonia/Controls/Inference/ExtraNetworkCard.axaml
+++ b/StabilityMatrix.Avalonia/Controls/Inference/ExtraNetworkCard.axaml
@@ -4,6 +4,7 @@
     xmlns:avalonia="https://github.com/projektanker/icons.avalonia"
     xmlns:controls="clr-namespace:StabilityMatrix.Avalonia.Controls"
     xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
+    xmlns:fluent="clr-namespace:FluentIcons.Avalonia.Fluent;assembly=FluentIcons.Avalonia.Fluent"
     xmlns:lang="clr-namespace:StabilityMatrix.Avalonia.Languages"
     xmlns:mocks="clr-namespace:StabilityMatrix.Avalonia.DesignData"
     xmlns:sg="clr-namespace:SpacedGridControl.Avalonia;assembly=SpacedGridControl.Avalonia"
@@ -22,9 +23,9 @@
                 <controls:Card Padding="12">
                     <sg:SpacedGrid
                         Margin="0,0,0,0"
-                        ColumnDefinitions="Auto,*"
+                        ColumnDefinitions="Auto,*,Auto"
                         ColumnSpacing="8"
-                        RowDefinitions="*,*,*,*,*">
+                        RowDefinitions="Auto,Auto,Auto,Auto,Auto">
                         <!--  Model  -->
                         <TextBlock
                             Grid.Column="0"
@@ -41,17 +42,27 @@
                             SelectedItem="{Binding SelectedModel}"
                             Theme="{StaticResource BetterComboBoxHybridModelTheme}" />
 
+                        <!--  Browse Button  -->
+                        <Button
+                            Grid.Row="0"
+                            Grid.Column="2"
+                            Command="{Binding OpenLoraPickerCommand}"
+                            ToolTip.Tip="Browse all LoRAs">
+                            <fluent:SymbolIcon FontSize="16" Symbol="Search" />
+                        </Button>
+
                         <!--  Model Weight  -->
                         <StackPanel
                             Grid.Row="1"
                             Grid.Column="0"
-                            Grid.ColumnSpan="2"
+                            Grid.ColumnSpan="3"
                             Margin="0,8,0,0"
-                            IsVisible="{Binding IsModelWeightEnabled}">
+                            IsVisible="True">
                             <Grid ColumnDefinitions="*,Auto">
                                 <TextBlock VerticalAlignment="Center" Text="{x:Static lang:Resources.Label_Strength}" />
                                 <ui:NumberBox
                                     Grid.Column="1"
+                                    MinWidth="160"
                                     Margin="4,0,0,0"
                                     HorizontalAlignment="Stretch"
                                     LargeChange="0.1"
@@ -69,13 +80,14 @@
                         <StackPanel
                             Grid.Row="2"
                             Grid.Column="0"
-                            Grid.ColumnSpan="2"
+                            Grid.ColumnSpan="3"
                             Margin="0,8,0,0"
                             IsVisible="{Binding IsClipWeightEnabled}">
                             <Grid ColumnDefinitions="*,Auto">
                                 <TextBlock VerticalAlignment="Center" Text="{x:Static lang:Resources.Label_CLIPStrength}" />
                                 <ui:NumberBox
                                     Grid.Column="1"
+                                    MinWidth="160"
                                     Margin="4,0,0,0"
                                     HorizontalAlignment="Stretch"
                                     LargeChange="0.1"
@@ -93,7 +105,7 @@
                         <TextBlock
                             Grid.Row="3"
                             Grid.Column="0"
-                            Grid.ColumnSpan="2"
+                            Grid.ColumnSpan="3"
                             Margin="0,8,0,0"
                             VerticalAlignment="Center"
                             IsVisible="{Binding ShowTriggerWords}"
@@ -101,7 +113,7 @@
                         <TextBox
                             Grid.Row="4"
                             Grid.Column="0"
-                            Grid.ColumnSpan="2"
+                            Grid.ColumnSpan="3"
                             MaxHeight="250"
                             Margin="0,8,0,0"
                             VerticalAlignment="Stretch"
diff --git a/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml b/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
index 6fc332439..e5ca57a24 100644
--- a/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
+++ b/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
@@ -1,15 +1,12 @@
 <Styles
     xmlns="https://github.com/avaloniaui"
     xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
-    xmlns:avalonia="https://github.com/projektanker/icons.avalonia"
     xmlns:controls="using:StabilityMatrix.Avalonia.Controls"
     xmlns:converters="clr-namespace:StabilityMatrix.Avalonia.Converters"
     xmlns:fluent="clr-namespace:FluentIcons.Avalonia.Fluent;assembly=FluentIcons.Avalonia.Fluent"
     xmlns:inference="clr-namespace:StabilityMatrix.Avalonia.ViewModels.Inference"
     xmlns:lang="clr-namespace:StabilityMatrix.Avalonia.Languages"
     xmlns:mocks="clr-namespace:StabilityMatrix.Avalonia.DesignData"
-    xmlns:models="clr-namespace:StabilityMatrix.Core.Models;assembly=StabilityMatrix.Core"
-    xmlns:sg="clr-namespace:SpacedGridControl.Avalonia;assembly=SpacedGridControl.Avalonia"
     xmlns:ui="clr-namespace:FluentAvalonia.UI.Controls;assembly=FluentAvalonia"
     x:DataType="inference:ModelCardViewModel">
     <Design.PreviewWith>
@@ -44,359 +41,307 @@
         <Setter Property="Template">
             <ControlTemplate>
                 <controls:Card Padding="12">
-                    <sg:SpacedGrid
-                        ColumnDefinitions="Auto,*,Auto"
-                        ColumnSpacing="8"
-                        RowDefinitions="*,*,*,*,*,*,*,*,*,*,*,*,*"
-                        RowSpacing="0">
-                        <!--  Model  -->
-                        <TextBlock
-                            Grid.Column="0"
-                            VerticalAlignment="Center"
-                            Text="{x:Static lang:Resources.Label_Model}"
-                            TextAlignment="Left" />
+                    <StackPanel Spacing="0">
+                        <!--  Model Row  -->
+                        <Grid ColumnDefinitions="60,*,Auto">
+                            <TextBlock
+                                Grid.Column="0"
+                                VerticalAlignment="Center"
+                                Text="{x:Static lang:Resources.Label_Model}"
+                                TextAlignment="Left" />
 
-                        <controls:BetterComboBox
-                            Name="PART_ModelComboBox"
-                            Grid.Row="0"
-                            Grid.Column="1"
-                            Padding="8,6,4,6"
-                            HorizontalAlignment="Stretch"
-                            IsVisible="{Binding !IsStandaloneModelLoader}"
-                            ItemsSource="{Binding ClientManager.Models}"
-                            SelectedItem="{Binding SelectedModel}"
-                            Theme="{StaticResource BetterComboBoxHybridModelTheme}" />
-
-                        <controls:BetterComboBox
-                            Grid.Row="0"
-                            Grid.Column="1"
-                            Padding="8,6,4,6"
-                            HorizontalAlignment="Stretch"
-                            IsVisible="{Binding IsStandaloneModelLoader}"
-                            ItemsSource="{Binding ClientManager.UnetModels}"
-                            SelectedItem="{Binding SelectedUnetModel}"
-                            Theme="{StaticResource BetterComboBoxHybridModelTheme}" />
+                            <!--  Unified Model Dropdown (Checkpoints + UNet models with auto-detection)  -->
+                            <controls:BetterComboBox
+                                Name="PART_ModelComboBox"
+                                Grid.Column="1"
+                                Padding="8,6,4,6"
+                                HorizontalAlignment="Stretch"
+                                ItemsSource="{Binding ClientManager.AllModels}"
+                                SelectedItem="{Binding SelectedUnifiedModel}"
+                                Theme="{StaticResource BetterComboBoxHybridModelTheme}" />
 
-                        <Button
-                            Grid.Row="0"
-                            Grid.Column="2"
-                            Margin="0,0,0,0"
-                            HorizontalAlignment="Stretch"
-                            VerticalAlignment="Stretch">
-                            <ui:SymbolIcon FontSize="16" Symbol="Setting" />
-                            <Button.Flyout>
-                                <ui:FAMenuFlyout Placement="BottomEdgeAlignedLeft">
-                                    <ui:ToggleMenuFlyoutItem
-                                        IconSource="{StaticResource IconCube}"
-                                        IsChecked="{Binding IsRefinerSelectionEnabled}"
-                                        IsVisible="{Binding ShowRefinerOption}"
-                                        Text="{x:Static lang:Resources.Label_Refiner}" />
-                                    <ui:ToggleMenuFlyoutItem
-                                        IconSource="{StaticResource IconCube}"
-                                        IsChecked="{Binding IsVaeSelectionEnabled}"
-                                        Text="{x:Static lang:Resources.Label_VAE}" />
-                                    <ui:ToggleMenuFlyoutItem
-                                        IconSource="{StaticResource IconCube}"
-                                        IsChecked="{Binding IsExtraNetworksEnabled}"
-                                        Text="{x:Static lang:Resources.Label_ExtraNetworks}" />
-                                    <ui:ToggleMenuFlyoutItem
-                                        IconSource="{StaticResource IconTableCellEdit}"
-                                        IsChecked="{Binding IsClipSkipEnabled}"
-                                        Text="{x:Static lang:Resources.Label_CLIPSkip}" />
-                                    <ui:ToggleMenuFlyoutItem
-                                        IconSource="{StaticResource IconTableCellEdit}"
-                                        IsChecked="{Binding IsClipModelSelectionEnabled}"
-                                        Text="Text Encoders" />
-                                    <ui:ToggleMenuFlyoutItem
-                                        IconSource="{StaticResource IconCube}"
-                                        IsChecked="{Binding IsModelLoaderSelectionEnabled}"
-                                        IsVisible="{Binding EnableModelLoaderSelection}"
-                                        Text="Model Loader" />
-                                    <ui:MenuFlyoutSeparator />
-                                    <ui:MenuFlyoutItem
-                                        Command="{Binding ConfigClickCommand}"
-                                        IconSource="{StaticResource IconQuestionCircle}"
-                                        Text="{x:Static lang:Resources.Label_Config}" />
-                                </ui:FAMenuFlyout>
-                            </Button.Flyout>
-                        </Button>
+                            <StackPanel
+                                Grid.Column="2"
+                                Margin="4,0,0,0"
+                                VerticalAlignment="Stretch"
+                                Orientation="Horizontal"
+                                Spacing="4">
+                                <!--  Browse Button  -->
+                                <Button
+                                    VerticalAlignment="Stretch"
+                                    Command="{Binding OpenModelPickerCommand}"
+                                    ToolTip.Tip="Browse all models">
+                                    <fluent:SymbolIcon FontSize="16" Symbol="Search" />
+                                </Button>
+                                <!--  Settings Button  -->
+                                <Button VerticalAlignment="Stretch">
+                                    <ui:SymbolIcon FontSize="16" Symbol="Setting" />
+                                    <Button.Flyout>
+                                        <ui:FAMenuFlyout Placement="BottomEdgeAlignedLeft">
+                                            <ui:ToggleMenuFlyoutItem
+                                                IconSource="{StaticResource IconCube}"
+                                                IsChecked="{Binding IsRefinerSelectionEnabled}"
+                                                IsVisible="{Binding ShowRefinerOption}"
+                                                Text="{x:Static lang:Resources.Label_Refiner}" />
+                                            <ui:ToggleMenuFlyoutItem
+                                                IconSource="{StaticResource IconCube}"
+                                                IsChecked="{Binding IsVaeSelectionEnabled}"
+                                                Text="{x:Static lang:Resources.Label_VAE}" />
+                                            <ui:ToggleMenuFlyoutItem
+                                                IconSource="{StaticResource IconCube}"
+                                                IsChecked="{Binding IsExtraNetworksEnabled}"
+                                                Text="{x:Static lang:Resources.Label_ExtraNetworks}" />
+                                            <ui:ToggleMenuFlyoutItem
+                                                IconSource="{StaticResource IconTableCellEdit}"
+                                                IsChecked="{Binding IsClipSkipEnabled}"
+                                                Text="{x:Static lang:Resources.Label_CLIPSkip}" />
+                                            <ui:ToggleMenuFlyoutItem
+                                                IconSource="{StaticResource IconTableCellEdit}"
+                                                IsChecked="{Binding IsClipModelSelectionEnabled}"
+                                                IsVisible="{Binding IsStandaloneModelLoader}"
+                                                Text="Text Encoders" />
+                                            <ui:MenuFlyoutSeparator />
+                                            <ui:MenuFlyoutItem
+                                                Command="{Binding ConfigClickCommand}"
+                                                IconSource="{StaticResource IconQuestionCircle}"
+                                                Text="{x:Static lang:Resources.Label_Config}" />
+                                        </ui:FAMenuFlyout>
+                                    </Button.Flyout>
+                                </Button>
+                            </StackPanel>
+                        </Grid>
 
-                        <!--  Refiner  -->
-                        <TextBlock
-                            Grid.Row="1"
-                            Grid.Column="0"
+                        <!--  Refiner (below Model, when enabled)  -->
+                        <Grid
                             Margin="0,8,0,0"
-                            VerticalAlignment="Center"
-                            IsVisible="{Binding IsRefinerSelectionEnabled}"
-                            Text="{x:Static lang:Resources.Label_Refiner}"
-                            TextAlignment="Left" />
+                            ColumnDefinitions="60,*,Auto"
+                            IsVisible="{Binding IsRefinerSelectionEnabled}">
+                            <TextBlock
+                                Grid.Column="0"
+                                VerticalAlignment="Center"
+                                Text="{x:Static lang:Resources.Label_Refiner}"
+                                TextAlignment="Left" />
+                            <controls:BetterComboBox
+                                Grid.Column="1"
+                                Padding="8,6,4,6"
+                                HorizontalAlignment="Stretch"
+                                ItemsSource="{Binding ClientManager.Models}"
+                                SelectedItem="{Binding SelectedRefiner}"
+                                Theme="{StaticResource BetterComboBoxHybridModelTheme}" />
+                            <Button
+                                Grid.Column="2"
+                                Margin="4,0,0,0"
+                                VerticalAlignment="Stretch"
+                                Command="{Binding OpenRefinerPickerCommand}"
+                                ToolTip.Tip="Browse all refiner models">
+                                <fluent:SymbolIcon FontSize="16" Symbol="Search" />
+                            </Button>
+                        </Grid>
 
-                        <controls:BetterComboBox
-                            Grid.Row="1"
-                            Grid.Column="1"
-                            Grid.ColumnSpan="2"
+                        <!--  Advanced Options Expander (Precision, VAE, CLIP Skip)  -->
+                        <Expander
                             Margin="0,8,0,0"
-                            Padding="8,6,4,6"
                             HorizontalAlignment="Stretch"
-                            IsVisible="{Binding IsRefinerSelectionEnabled}"
-                            ItemsSource="{Binding ClientManager.Models}"
-                            SelectedItem="{Binding SelectedRefiner}"
-                            Theme="{StaticResource BetterComboBoxHybridModelTheme}" />
-
-                        <!--  model precision  -->
-                        <TextBlock
-                            Grid.Row="2"
-                            Grid.Column="0"
-                            Margin="0,8,0,0"
-                            VerticalAlignment="Center"
-                            IsVisible="{Binding ShowPrecisionSelection}"
-                            Text="Precision"
-                            TextAlignment="Left" />
-
-                        <ui:FAComboBox
-                            Grid.Row="2"
-                            Grid.Column="1"
-                            Grid.ColumnSpan="2"
-                            Margin="0,8,0,0"
-                            HorizontalAlignment="Stretch"
-                            IsTextSearchEnabled="True"
-                            IsVisible="{Binding ShowPrecisionSelection}"
-                            ItemsSource="{Binding WeightDTypes}"
-                            SelectedItem="{Binding SelectedDType}" />
-
-                        <!--  VAE  -->
-                        <TextBlock
-                            Grid.Row="3"
-                            Grid.Column="0"
-                            Margin="0,8,0,0"
-                            VerticalAlignment="Center"
-                            IsVisible="{Binding IsVaeSelectionEnabled}"
-                            Text="{x:Static lang:Resources.Label_VAE}"
-                            TextAlignment="Left" />
+                            Header="{Binding AdvancedOptionsHeader}"
+                            IsExpanded="{Binding IsAdvancedOptionsExpanded}"
+                            IsVisible="{Binding HasActiveAdvancedOptions}">
+                            <StackPanel Margin="0,4,0,0" Spacing="8">
+                                <!--  Model Precision (UNet only)  -->
+                                <Grid ColumnDefinitions="90,*" IsVisible="{Binding ShowPrecisionSelection}">
+                                    <TextBlock
+                                        Grid.Column="0"
+                                        VerticalAlignment="Center"
+                                        Text="Precision"
+                                        TextAlignment="Left" />
+                                    <ui:FAComboBox
+                                        Grid.Column="1"
+                                        HorizontalAlignment="Stretch"
+                                        IsTextSearchEnabled="True"
+                                        ItemsSource="{Binding WeightDTypes}"
+                                        SelectedItem="{Binding SelectedDType}" />
+                                </Grid>
 
-                        <ui:FAComboBox
-                            Grid.Row="3"
-                            Grid.Column="1"
-                            Grid.ColumnSpan="2"
-                            Margin="0,8,0,0"
-                            HorizontalAlignment="Stretch"
-                            DisplayMemberBinding="{Binding ShortDisplayName}"
-                            IsTextSearchEnabled="True"
-                            IsVisible="{Binding IsVaeSelectionEnabled}"
-                            ItemsSource="{Binding ClientManager.VaeModels}"
-                            SelectedItem="{Binding SelectedVae}" />
+                                <!--  VAE  -->
+                                <Grid ColumnDefinitions="90,*,Auto" IsVisible="{Binding IsVaeSelectionEnabled}">
+                                    <TextBlock
+                                        Grid.Column="0"
+                                        VerticalAlignment="Center"
+                                        Text="{x:Static lang:Resources.Label_VAE}"
+                                        TextAlignment="Left" />
+                                    <ui:FAComboBox
+                                        Grid.Column="1"
+                                        HorizontalAlignment="Stretch"
+                                        DisplayMemberBinding="{Binding ShortDisplayName}"
+                                        IsTextSearchEnabled="True"
+                                        ItemsSource="{Binding ClientManager.VaeModels}"
+                                        SelectedItem="{Binding SelectedVae}" />
+                                    <Button
+                                        Grid.Column="2"
+                                        Margin="4,0,0,0"
+                                        VerticalAlignment="Stretch"
+                                        Command="{Binding OpenVaePickerCommand}"
+                                        ToolTip.Tip="Browse all VAE models">
+                                        <fluent:SymbolIcon FontSize="16" Symbol="Search" />
+                                    </Button>
+                                </Grid>
 
-                        <!--  CLIP Skip  -->
-                        <TextBlock
-                            Grid.Row="4"
-                            Grid.Column="0"
-                            Margin="0,8,0,0"
-                            VerticalAlignment="Center"
-                            IsVisible="{Binding IsClipSkipEnabled}"
-                            Text="{x:Static lang:Resources.Label_CLIPSkip}"
-                            TextAlignment="Left" />
+                                <!--  CLIP Skip  -->
+                                <Grid ColumnDefinitions="90,*" IsVisible="{Binding IsClipSkipEnabled}">
+                                    <TextBlock
+                                        Grid.Column="0"
+                                        VerticalAlignment="Center"
+                                        Text="{x:Static lang:Resources.Label_CLIPSkip}"
+                                        TextAlignment="Left" />
+                                    <NumericUpDown
+                                        Grid.Column="1"
+                                        HorizontalAlignment="Stretch"
+                                        ClipValueToMinMax="True"
+                                        Increment="1"
+                                        Maximum="24"
+                                        Minimum="1"
+                                        ParsingNumberStyle="Integer"
+                                        Watermark="1"
+                                        Value="{Binding ClipSkip, Converter={x:Static converters:NullableDefaultNumericConverters.IntToDecimal}}" />
+                                </Grid>
+                            </StackPanel>
+                        </Expander>
 
-                        <NumericUpDown
-                            Grid.Row="4"
-                            Grid.Column="1"
-                            Grid.ColumnSpan="2"
+                        <!--  Text Encoders Expander (UNet models only)  -->
+                        <Expander
                             Margin="0,8,0,0"
                             HorizontalAlignment="Stretch"
-                            ClipValueToMinMax="True"
-                            Increment="1"
-                            IsVisible="{Binding IsClipSkipEnabled}"
-                            Maximum="24"
-                            Minimum="1"
-                            ParsingNumberStyle="Integer"
-                            Watermark="1"
-                            Value="{Binding ClipSkip, Converter={x:Static converters:NullableDefaultNumericConverters.IntToDecimal}}" />
+                            IsExpanded="{Binding IsTextEncodersExpanded}"
+                            IsVisible="{Binding ShowEncoderSection}">
+                            <Expander.Header>
+                                <Grid ColumnDefinitions="*,Auto">
+                                    <TextBlock
+                                        Grid.Column="0"
+                                        VerticalAlignment="Center"
+                                        Text="{Binding TextEncodersHeader}" />
+                                    <StackPanel
+                                        Grid.Column="1"
+                                        Orientation="Horizontal"
+                                        Spacing="4">
+                                        <Button
+                                            Padding="4,2"
+                                            Command="{Binding RemoveEncoderCommand}"
+                                            IsEnabled="{Binding CanRemoveEncoder}"
+                                            ToolTip.Tip="Remove last encoder">
+                                            <fluent:SymbolIcon FontSize="12" Symbol="Subtract" />
+                                        </Button>
+                                        <Button
+                                            Padding="4,2"
+                                            Command="{Binding AddEncoderCommand}"
+                                            ToolTip.Tip="Add encoder">
+                                            <fluent:SymbolIcon FontSize="12" Symbol="Add" />
+                                        </Button>
+                                    </StackPanel>
+                                </Grid>
+                            </Expander.Header>
+                            <StackPanel Margin="0,4,0,0" Spacing="8">
+                                <!--  Encoder Type  -->
+                                <Grid ColumnDefinitions="90,*">
+                                    <TextBlock
+                                        Grid.Column="0"
+                                        VerticalAlignment="Center"
+                                        Text="Encoder Type"
+                                        TextAlignment="Left" />
+                                    <ui:FAComboBox
+                                        Grid.Column="1"
+                                        HorizontalAlignment="Stretch"
+                                        IsTextSearchEnabled="True"
+                                        ItemsSource="{Binding ClipTypes}"
+                                        SelectedItem="{Binding SelectedClipType}" />
+                                </Grid>
 
-                        <!--  Model Loader Selection  -->
-                        <TextBlock
-                            Grid.Row="5"
-                            Grid.Column="0"
-                            Margin="0,8,0,0"
-                            VerticalAlignment="Center"
-                            IsVisible="{Binding IsModelLoaderSelectionEnabled}"
-                            Text="Model Loader"
-                            TextAlignment="Left" />
+                                <!--  Dynamic Text Encoders  -->
+                                <ItemsControl ItemsSource="{Binding TextEncoders}">
+                                    <ItemsControl.ItemTemplate>
+                                        <DataTemplate x:DataType="inference:TextEncoderSlotViewModel">
+                                            <Grid Margin="0,0,0,8" ColumnDefinitions="90,*,Auto">
+                                                <TextBlock
+                                                    Grid.Column="0"
+                                                    VerticalAlignment="Center"
+                                                    Text="{Binding Label}"
+                                                    TextAlignment="Left" />
+                                                <controls:BetterDownloadableComboBox
+                                                    Grid.Column="1"
+                                                    Padding="8,6,4,6"
+                                                    HorizontalAlignment="Stretch"
+                                                    ItemsSource="{Binding $parent[controls:ModelCard].((inference:ModelCardViewModel)DataContext).ClientManager.ClipModels}"
+                                                    SelectedItem="{Binding SelectedModel}"
+                                                    Theme="{StaticResource BetterComboBoxHybridModelTheme}" />
+                                                <Button
+                                                    Grid.Column="2"
+                                                    Margin="4,0,0,0"
+                                                    VerticalAlignment="Stretch"
+                                                    Command="{Binding $parent[controls:ModelCard].((inference:ModelCardViewModel)DataContext).OpenClipPickerCommand}"
+                                                    CommandParameter="{Binding}"
+                                                    ToolTip.Tip="Browse all CLIP models">
+                                                    <fluent:SymbolIcon FontSize="16" Symbol="Search" />
+                                                </Button>
+                                            </Grid>
+                                        </DataTemplate>
+                                    </ItemsControl.ItemTemplate>
+                                </ItemsControl>
 
-                        <controls:BetterComboBox
-                            Name="PART_ModelLoaderComboBox"
-                            Grid.Row="5"
-                            Grid.Column="1"
-                            Grid.ColumnSpan="2"
-                            Margin="0,8,0,0"
-                            Padding="8,6,4,6"
-                            HorizontalAlignment="Stretch"
-                            IsVisible="{Binding IsModelLoaderSelectionEnabled}"
-                            ItemsSource="{Binding ModelLoaders}"
-                            SelectedItem="{Binding SelectedModelLoader}">
-                            <controls:BetterComboBox.Resources>
-                                <converters:EnumStringConverter x:Key="EnumStringConverter" />
-                            </controls:BetterComboBox.Resources>
-                            <controls:BetterComboBox.ItemTemplate>
-                                <DataTemplate>
-                                    <TextBlock Text="{Binding ., Converter={StaticResource EnumStringConverter}}" />
-                                </DataTemplate>
-                            </controls:BetterComboBox.ItemTemplate>
-                            <controls:BetterComboBox.SelectionBoxItemTemplate>
-                                <DataTemplate>
-                                    <TextBlock Text="{Binding ., Converter={StaticResource EnumStringConverter}}" />
-                                </DataTemplate>
-                            </controls:BetterComboBox.SelectionBoxItemTemplate>
-                        </controls:BetterComboBox>
+                                <!--  Shift (HiDream only)  -->
+                                <Grid ColumnDefinitions="90,*" IsVisible="{Binding ShowShift}">
+                                    <TextBlock
+                                        Grid.Column="0"
+                                        VerticalAlignment="Center"
+                                        Text="Shift" />
+                                    <ui:NumberBox
+                                        Grid.Column="1"
+                                        HorizontalAlignment="Stretch"
+                                        SelectionHighlightColor="Transparent"
+                                        SimpleNumberFormat="F2"
+                                        SmallChange="0.25"
+                                        SpinButtonPlacementMode="Inline"
+                                        Value="{Binding Shift}" />
+                                </Grid>
+                            </StackPanel>
+                        </Expander>
 
-                        <!--  Encooder Type  -->
-                        <TextBlock
-                            Grid.Row="6"
-                            Grid.Column="0"
+                        <!--  Model Loader Selection (hidden by default, only shown when explicitly enabled)  -->
+                        <Grid
                             Margin="0,8,0,0"
-                            VerticalAlignment="Center"
-                            IsVisible="{Binding IsClipModelSelectionEnabled}"
-                            Text="Encoder Type"
-                            TextAlignment="Left" />
-                        <ui:FAComboBox
-                            Grid.Row="6"
-                            Grid.Column="1"
-                            Grid.ColumnSpan="2"
-                            Margin="0,8,0,0"
-                            HorizontalAlignment="Stretch"
-                            IsTextSearchEnabled="True"
-                            IsVisible="{Binding IsClipModelSelectionEnabled}"
-                            ItemsSource="{Binding ClipTypes}"
-                            SelectedItem="{Binding SelectedClipType}" />
-
-                        <!--  CLIP 1  -->
-                        <TextBlock
-                            Grid.Row="7"
-                            Grid.Column="0"
-                            Margin="0,8,0,0"
-                            VerticalAlignment="Center"
-                            IsVisible="{Binding IsClipModelSelectionEnabled}"
-                            Text="Encoder 1"
-                            TextAlignment="Left" />
-
-                        <controls:BetterDownloadableComboBox
-                            Grid.Row="7"
-                            Grid.Column="1"
-                            Grid.ColumnSpan="2"
-                            Margin="0,8,0,0"
-                            Padding="8,6,4,6"
-                            HorizontalAlignment="Stretch"
-                            IsVisible="{Binding IsClipModelSelectionEnabled}"
-                            ItemsSource="{Binding ClientManager.ClipModels}"
-                            SelectedItem="{Binding SelectedClip1}"
-                            Theme="{StaticResource BetterComboBoxHybridModelTheme}" />
-
-                        <!--  CLIP 2  -->
-                        <TextBlock
-                            Grid.Row="8"
-                            Grid.Column="0"
-                            Margin="0,8,0,0"
-                            VerticalAlignment="Center"
-                            IsVisible="{Binding IsClipModelSelectionEnabled}"
-                            Text="Encoder 2"
-                            TextAlignment="Left" />
-
-                        <controls:BetterDownloadableComboBox
-                            Grid.Row="8"
-                            Grid.Column="1"
-                            Grid.ColumnSpan="2"
-                            Margin="0,8,0,0"
-                            Padding="8,6,4,6"
-                            HorizontalAlignment="Stretch"
-                            IsVisible="{Binding IsClipModelSelectionEnabled}"
-                            ItemsSource="{Binding ClientManager.ClipModels}"
-                            SelectedItem="{Binding SelectedClip2}"
-                            Theme="{StaticResource BetterComboBoxHybridModelTheme}" />
-
-                        <!--  CLIP 3  -->
-                        <TextBlock
-                            Grid.Row="9"
-                            Grid.Column="0"
-                            Margin="0,8,0,0"
-                            VerticalAlignment="Center"
-                            Text="Encoder 3"
-                            TextAlignment="Left">
-                            <TextBlock.IsVisible>
-                                <MultiBinding Converter="{x:Static BoolConverters.Or}">
-                                    <Binding Path="IsSd3Clip" />
-                                    <Binding Path="IsHiDreamClip" />
-                                </MultiBinding>
-                            </TextBlock.IsVisible>
-                        </TextBlock>
-
-                        <controls:BetterDownloadableComboBox
-                            Grid.Row="9"
-                            Grid.Column="1"
-                            Grid.ColumnSpan="2"
-                            Margin="0,8,0,0"
-                            Padding="8,6,4,6"
-                            HorizontalAlignment="Stretch"
-                            ItemsSource="{Binding ClientManager.ClipModels}"
-                            SelectedItem="{Binding SelectedClip3}"
-                            Theme="{StaticResource BetterComboBoxHybridModelTheme}">
-                            <controls:BetterDownloadableComboBox.IsVisible>
-                                <MultiBinding Converter="{x:Static BoolConverters.Or}">
-                                    <Binding Path="IsSd3Clip" />
-                                    <Binding Path="IsHiDreamClip" />
-                                </MultiBinding>
-                            </controls:BetterDownloadableComboBox.IsVisible>
-                        </controls:BetterDownloadableComboBox>
-
-                        <!--  CLIP 4  -->
-                        <TextBlock
-                            Grid.Row="10"
-                            Grid.Column="0"
-                            Margin="0,8,0,0"
-                            VerticalAlignment="Center"
-                            IsVisible="{Binding IsHiDreamClip}"
-                            Text="Encoder 4"
-                            TextAlignment="Left" />
-
-                        <controls:BetterDownloadableComboBox
-                            Grid.Row="10"
-                            Grid.Column="1"
-                            Grid.ColumnSpan="2"
-                            Margin="0,8,0,0"
-                            Padding="8,6,4,6"
-                            HorizontalAlignment="Stretch"
-                            IsVisible="{Binding IsHiDreamClip}"
-                            ItemsSource="{Binding ClientManager.ClipModels}"
-                            SelectedItem="{Binding SelectedClip4}"
-                            Theme="{StaticResource BetterComboBoxHybridModelTheme}" />
-
-                        <TextBlock
-                            Grid.Row="11"
-                            Grid.Column="0"
-                            Margin="0,8,0,0"
-                            VerticalAlignment="Center"
-                            IsVisible="{Binding IsHiDreamClip}"
-                            Text="Shift" />
-                        <ui:NumberBox
-                            Grid.Row="11"
-                            Grid.Column="1"
-                            Grid.ColumnSpan="2"
-                            Margin="0,8,0,0"
-                            HorizontalAlignment="Stretch"
-                            IsVisible="{Binding IsHiDreamClip}"
-                            SelectionHighlightColor="Transparent"
-                            SimpleNumberFormat="F2"
-                            SmallChange="0.25"
-                            SpinButtonPlacementMode="Inline"
-                            Value="{Binding Shift}" />
+                            ColumnDefinitions="90,*"
+                            IsVisible="{Binding IsModelLoaderSelectionEnabled}">
+                            <TextBlock
+                                Grid.Column="0"
+                                VerticalAlignment="Center"
+                                Text="Model Loader"
+                                TextAlignment="Left" />
+                            <controls:BetterComboBox
+                                Name="PART_ModelLoaderComboBox"
+                                Grid.Column="1"
+                                Padding="8,6,4,6"
+                                HorizontalAlignment="Stretch"
+                                ItemsSource="{Binding ModelLoaders}"
+                                SelectedItem="{Binding SelectedModelLoader}">
+                                <controls:BetterComboBox.Resources>
+                                    <converters:EnumStringConverter x:Key="EnumStringConverter" />
+                                </controls:BetterComboBox.Resources>
+                                <controls:BetterComboBox.ItemTemplate>
+                                    <DataTemplate>
+                                        <TextBlock Text="{Binding ., Converter={StaticResource EnumStringConverter}}" />
+                                    </DataTemplate>
+                                </controls:BetterComboBox.ItemTemplate>
+                                <controls:BetterComboBox.SelectionBoxItemTemplate>
+                                    <DataTemplate>
+                                        <TextBlock Text="{Binding ., Converter={StaticResource EnumStringConverter}}" />
+                                    </DataTemplate>
+                                </controls:BetterComboBox.SelectionBoxItemTemplate>
+                            </controls:BetterComboBox>
+                        </Grid>
 
                         <!--  Extra Networks  -->
-                        <Panel
-                            Grid.Row="12"
-                            Grid.Column="0"
-                            Grid.ColumnSpan="3"
-                            IsVisible="{Binding IsExtraNetworksEnabled}">
-                            <controls:StackEditableCard Margin="0,8,0,0" DataContext="{Binding ExtraNetworksStackCardViewModel}" />
+                        <Panel Margin="0,8,0,0" IsVisible="{Binding IsExtraNetworksEnabled}">
+                            <controls:StackEditableCard DataContext="{Binding ExtraNetworksStackCardViewModel}" />
                         </Panel>
 
-                    </sg:SpacedGrid>
+                    </StackPanel>
                 </controls:Card>
             </ControlTemplate>
         </Setter>
diff --git a/StabilityMatrix.Avalonia/Controls/Inference/StackEditableCard.axaml.cs b/StabilityMatrix.Avalonia/Controls/Inference/StackEditableCard.axaml.cs
index cc635d7a3..2153f2ae8 100644
--- a/StabilityMatrix.Avalonia/Controls/Inference/StackEditableCard.axaml.cs
+++ b/StabilityMatrix.Avalonia/Controls/Inference/StackEditableCard.axaml.cs
@@ -18,6 +18,7 @@ namespace StabilityMatrix.Avalonia.Controls;
 public class StackEditableCard : TemplatedControlBase
 {
     private ListBox? listBoxPart;
+    private Button? addButtonPart;
 
     // ReSharper disable once MemberCanBePrivate.Global
     public static readonly StyledProperty<bool> IsListBoxEditEnabledProperty = AvaloniaProperty.Register<
@@ -51,10 +52,8 @@ protected override void OnApplyTemplate(TemplateAppliedEventArgs e)
             };
         }
 
-        if (e.NameScope.Find<Button>("PART_AddButton") is { } addButton)
-        {
-            addButton.Flyout = GetAddButtonFlyout();
-        }
+        addButtonPart = e.NameScope.Find<Button>("PART_AddButton");
+        ConfigureAddButton();
     }
 
     /// <inheritdoc />
@@ -83,9 +82,36 @@ protected override void OnPropertyChanged(AvaloniaPropertyChangedEventArgs chang
         }
     }
 
-    private FAMenuFlyout GetAddButtonFlyout()
+    protected override void OnDataContextChanged(EventArgs e)
+    {
+        base.OnDataContextChanged(e);
+        ConfigureAddButton();
+    }
+
+    private void ConfigureAddButton()
+    {
+        if (addButtonPart is null || DataContext is not StackEditableCardViewModel vm)
+            return;
+
+        addButtonPart.Command = null;
+        addButtonPart.CommandParameter = null;
+        addButtonPart.Flyout = null;
+
+        if (vm.AvailableModules.Count == 1)
+        {
+            addButtonPart.Command = vm.AddModuleCommand;
+            addButtonPart.CommandParameter = vm.AvailableModules[0];
+            return;
+        }
+
+        if (vm.AvailableModules.Count > 1)
+        {
+            addButtonPart.Flyout = GetAddButtonFlyout(vm);
+        }
+    }
+
+    private FAMenuFlyout GetAddButtonFlyout(StackEditableCardViewModel vm)
     {
-        var vm = (DataContext as StackEditableCardViewModel)!;
         var flyout = new FAMenuFlyout();
 
         foreach (var moduleType in vm.AvailableModules)
diff --git a/StabilityMatrix.Avalonia/Controls/Inference/WanModelCard.axaml b/StabilityMatrix.Avalonia/Controls/Inference/WanModelCard.axaml
index 9a205929b..473746f97 100644
--- a/StabilityMatrix.Avalonia/Controls/Inference/WanModelCard.axaml
+++ b/StabilityMatrix.Avalonia/Controls/Inference/WanModelCard.axaml
@@ -37,7 +37,7 @@
             <ControlTemplate>
                 <controls:Card Padding="12">
                     <sg:SpacedGrid
-                        ColumnDefinitions="Auto,*"
+                        ColumnDefinitions="90,*,Auto"
                         ColumnSpacing="8"
                         RowDefinitions="*,*,*,*,*,*,*"
                         RowSpacing="0">
@@ -57,6 +57,16 @@
                             SelectedItem="{Binding SelectedModel}"
                             Theme="{StaticResource BetterComboBoxHybridModelTheme}" />
 
+                        <!--  Browse Button  -->
+                        <Button
+                            Grid.Row="0"
+                            Grid.Column="2"
+                            VerticalAlignment="Stretch"
+                            Command="{Binding OpenModelPickerCommand}"
+                            ToolTip.Tip="Browse all models">
+                            <fluent:SymbolIcon FontSize="16" Symbol="Search" />
+                        </Button>
+
                         <!--  model precision  -->
                         <TextBlock
                             Grid.Row="1"
@@ -69,6 +79,7 @@
                         <ui:FAComboBox
                             Grid.Row="1"
                             Grid.Column="1"
+                            Grid.ColumnSpan="2"
                             Margin="0,8,0,0"
                             HorizontalAlignment="Stretch"
                             IsTextSearchEnabled="True"
@@ -93,6 +104,15 @@
                             IsTextSearchEnabled="True"
                             ItemsSource="{Binding ClientManager.VaeModels}"
                             SelectedItem="{Binding SelectedVae}" />
+                        <Button
+                            Grid.Row="2"
+                            Grid.Column="2"
+                            Margin="4,8,0,0"
+                            VerticalAlignment="Stretch"
+                            Command="{Binding OpenVaePickerCommand}"
+                            ToolTip.Tip="Browse all VAE models">
+                            <fluent:SymbolIcon FontSize="16" Symbol="Search" />
+                        </Button>
 
                         <!--  Text Encoder  -->
                         <TextBlock
@@ -112,6 +132,15 @@
                             ItemsSource="{Binding ClientManager.ClipModels}"
                             SelectedItem="{Binding SelectedClipModel}"
                             Theme="{StaticResource BetterComboBoxHybridModelTheme}" />
+                        <Button
+                            Grid.Row="3"
+                            Grid.Column="2"
+                            Margin="4,8,0,0"
+                            VerticalAlignment="Stretch"
+                            Command="{Binding OpenClipPickerCommand}"
+                            ToolTip.Tip="Browse all CLIP models">
+                            <fluent:SymbolIcon FontSize="16" Symbol="Search" />
+                        </Button>
 
                         <!--  CLIP Vision  -->
                         <TextBlock
@@ -133,6 +162,16 @@
                             ItemsSource="{Binding ClientManager.ClipVisionModels}"
                             SelectedItem="{Binding SelectedClipVisionModel}"
                             Theme="{StaticResource BetterComboBoxHybridModelTheme}" />
+                        <Button
+                            Grid.Row="4"
+                            Grid.Column="2"
+                            Margin="4,8,0,0"
+                            VerticalAlignment="Stretch"
+                            Command="{Binding OpenClipVisionPickerCommand}"
+                            IsVisible="{Binding IsClipVisionEnabled}"
+                            ToolTip.Tip="Browse all CLIP Vision models">
+                            <fluent:SymbolIcon FontSize="16" Symbol="Search" />
+                        </Button>
 
                         <!--  Shift  -->
                         <TextBlock
@@ -144,6 +183,7 @@
                         <ui:NumberBox
                             Grid.Row="5"
                             Grid.Column="1"
+                            Grid.ColumnSpan="2"
                             Margin="0,8,0,0"
                             HorizontalAlignment="Stretch"
                             SelectionHighlightColor="Transparent"
@@ -156,7 +196,7 @@
                         <Panel
                             Grid.Row="6"
                             Grid.Column="0"
-                            Grid.ColumnSpan="2">
+                            Grid.ColumnSpan="3">
                             <controls:StackEditableCard Margin="0,8,0,0" DataContext="{Binding ExtraNetworksStackCardViewModel}" />
                         </Panel>
                     </sg:SpacedGrid>
diff --git a/StabilityMatrix.Avalonia/Controls/VendorLabs/AsyncImage/BetterAsyncImage.cs b/StabilityMatrix.Avalonia/Controls/VendorLabs/AsyncImage/BetterAsyncImage.cs
index 4e054a750..218a50ac9 100644
--- a/StabilityMatrix.Avalonia/Controls/VendorLabs/AsyncImage/BetterAsyncImage.cs
+++ b/StabilityMatrix.Avalonia/Controls/VendorLabs/AsyncImage/BetterAsyncImage.cs
@@ -39,8 +39,8 @@ public partial class BetterAsyncImage : TemplatedControlBase
     public BetterAsyncImage()
     {
         // Need to run on UI thread to get our attached property, so we cache the result
-        _instanceImageCache = new Lazy<IImageCache?>(
-            () => Dispatcher.UIThread.Invoke(() => GetImageCache(this))
+        _instanceImageCache = new Lazy<IImageCache?>(() =>
+            Dispatcher.UIThread.Invoke(() => GetImageCache(this))
         );
     }
 
@@ -100,6 +100,7 @@ private async void SetSource(object? source)
 
         if (source == null)
         {
+            AttachSource(null, newTokenSource.Token);
             return;
         }
 
@@ -114,6 +115,7 @@ private async void SetSource(object? source)
 
         if (Source == null)
         {
+            AttachSource(null, newTokenSource.Token);
             return;
         }
 
diff --git a/StabilityMatrix.Avalonia/Converters/FileExistsConverter.cs b/StabilityMatrix.Avalonia/Converters/FileExistsConverter.cs
new file mode 100644
index 000000000..de345bd84
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Converters/FileExistsConverter.cs
@@ -0,0 +1,18 @@
+using System.Globalization;
+using Avalonia.Data.Converters;
+
+namespace StabilityMatrix.Avalonia.Converters;
+
+public class FileExistsConverter : IValueConverter
+{
+    public object Convert(object? value, Type targetType, object? parameter, CultureInfo culture)
+    {
+        var path = value as string;
+        return !string.IsNullOrWhiteSpace(path) && File.Exists(path);
+    }
+
+    public object ConvertBack(object? value, Type targetType, object? parameter, CultureInfo culture)
+    {
+        throw new NotImplementedException();
+    }
+}
diff --git a/StabilityMatrix.Avalonia/Converters/FileNotExistsConverter.cs b/StabilityMatrix.Avalonia/Converters/FileNotExistsConverter.cs
new file mode 100644
index 000000000..2b94b45c8
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Converters/FileNotExistsConverter.cs
@@ -0,0 +1,20 @@
+using System.Globalization;
+using Avalonia.Data.Converters;
+
+namespace StabilityMatrix.Avalonia.Converters;
+
+public class FileNotExistsConverter : IValueConverter
+{
+    private static readonly FileExistsConverter ExistsConverter = new();
+
+    public object Convert(object? value, Type targetType, object? parameter, CultureInfo culture)
+    {
+        var exists = ExistsConverter.Convert(value, targetType, parameter, culture);
+        return exists is false;
+    }
+
+    public object ConvertBack(object? value, Type targetType, object? parameter, CultureInfo culture)
+    {
+        throw new NotImplementedException();
+    }
+}
diff --git a/StabilityMatrix.Avalonia/Converters/ModelPickerNsfwOverlayVisibilityConverter.cs b/StabilityMatrix.Avalonia/Converters/ModelPickerNsfwOverlayVisibilityConverter.cs
new file mode 100644
index 000000000..389c01a09
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Converters/ModelPickerNsfwOverlayVisibilityConverter.cs
@@ -0,0 +1,25 @@
+using System.Globalization;
+using Avalonia.Data.Converters;
+using Avalonia.Labs.Controls;
+
+namespace StabilityMatrix.Avalonia.Converters;
+
+public class ModelPickerNsfwOverlayVisibilityConverter : IMultiValueConverter
+{
+    public object? Convert(IList<object?> values, Type targetType, object? parameter, CultureInfo culture)
+    {
+        if (values.Count < 4)
+            return false;
+
+        // Fail open: if we cannot resolve inputs reliably, do not show the NSFW overlay.
+        var showNsfwContent = values[0] as bool?;
+        var isModelNsfw = values[1] as bool?;
+        var previewPath = values[2] as string;
+        var imageState = values[3] as AsyncImageState?;
+
+        var hasImage = !string.IsNullOrWhiteSpace(previewPath) && File.Exists(previewPath);
+        var imageLoaded = imageState == AsyncImageState.Loaded;
+
+        return showNsfwContent == false && isModelNsfw == true && hasImage && imageLoaded;
+    }
+}
diff --git a/StabilityMatrix.Avalonia/Converters/ObjectEqualsConverter.cs b/StabilityMatrix.Avalonia/Converters/ObjectEqualsConverter.cs
new file mode 100644
index 000000000..853a72c3a
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Converters/ObjectEqualsConverter.cs
@@ -0,0 +1,23 @@
+using System;
+using System.Collections.Generic;
+using System.Globalization;
+using Avalonia.Data.Converters;
+
+namespace StabilityMatrix.Avalonia.Converters;
+
+public class ObjectEqualsConverter : IMultiValueConverter
+{
+    public object? Convert(IList<object?> values, Type targetType, object? parameter, CultureInfo culture)
+    {
+        if (values.Count < 2)
+            return false;
+
+        var first = values[0];
+        var second = values[1];
+
+        if (first is null || second is null)
+            return false;
+
+        return ReferenceEquals(first, second) || first.Equals(second);
+    }
+}
diff --git a/StabilityMatrix.Avalonia/DesignData/DesignData.cs b/StabilityMatrix.Avalonia/DesignData/DesignData.cs
index 2aee2681b..780a394e6 100644
--- a/StabilityMatrix.Avalonia/DesignData/DesignData.cs
+++ b/StabilityMatrix.Avalonia/DesignData/DesignData.cs
@@ -1281,7 +1281,8 @@ public static CompletionList SampleCompletionList
                         "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/dd9b038c-bd15-43ab-86ab-66e145ad7ff2/width=512",
                     ConnectedModelInfo = new ConnectedModelInfo
                     {
-                        ModelName = "Art Shaper (very long name example)",
+                        ModelName =
+                            "Art Shaper (very long name example) (very long name example) (very long name example)",
                         VersionName = "Style v8 (very long name)",
                         ModelId = 0,
                         VersionId = 0,
@@ -1543,6 +1544,9 @@ public static CompletionList SampleCompletionList
             vm.BaseModelType = "Pony";
         });
 
+    public static ModelPickerDialogViewModel ModelPickerDialogViewModel =>
+        DialogFactory.Get<ModelPickerDialogViewModel>();
+
     public static PackageInstallProgressItemViewModel PackageInstallProgressItemViewModel =>
         new(
             new PackageModificationRunner
diff --git a/StabilityMatrix.Avalonia/DesignData/MockModelIndexService.cs b/StabilityMatrix.Avalonia/DesignData/MockModelIndexService.cs
index 47ed99164..ab9cba5a5 100644
--- a/StabilityMatrix.Avalonia/DesignData/MockModelIndexService.cs
+++ b/StabilityMatrix.Avalonia/DesignData/MockModelIndexService.cs
@@ -22,7 +22,8 @@ public class MockModelIndexService : IModelIndexService
                         "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/dd9b038c-bd15-43ab-86ab-66e145ad7ff2/width=512/img.jpeg",
                     ConnectedModelInfo = new ConnectedModelInfo
                     {
-                        ModelName = "Art Shaper (very long name example)",
+                        ModelName =
+                            "Art Shaper (very long name example) (very long name example) (very long name example) (very long name example)",
                         VersionName = "Style v8 (very long name)",
                         ModelId = 0,
                         VersionId = 0,
diff --git a/StabilityMatrix.Avalonia/Services/IInferenceClientManager.cs b/StabilityMatrix.Avalonia/Services/IInferenceClientManager.cs
index 44ed920fa..3e0116ceb 100644
--- a/StabilityMatrix.Avalonia/Services/IInferenceClientManager.cs
+++ b/StabilityMatrix.Avalonia/Services/IInferenceClientManager.cs
@@ -36,6 +36,13 @@ public interface IInferenceClientManager : IDisposable, INotifyPropertyChanged,
     bool CanUserDisconnect { get; }
 
     IObservableCollection<HybridModelFile> Models { get; }
+
+    /// <summary>
+    /// Unified collection of all models (Checkpoints + UNet/Diffusion models).
+    /// Use this for unified model selection with auto-detection.
+    /// </summary>
+    IObservableCollection<HybridModelFile> AllModels { get; }
+
     IObservableCollection<HybridModelFile> VaeModels { get; }
     IObservableCollection<HybridModelFile> ControlNetModels { get; }
     IObservableCollection<HybridModelFile> LoraModels { get; }
diff --git a/StabilityMatrix.Avalonia/Services/InferenceClientManager.cs b/StabilityMatrix.Avalonia/Services/InferenceClientManager.cs
index 32e866a8b..35133d6d1 100644
--- a/StabilityMatrix.Avalonia/Services/InferenceClientManager.cs
+++ b/StabilityMatrix.Avalonia/Services/InferenceClientManager.cs
@@ -58,6 +58,12 @@ public partial class InferenceClientManager : ObservableObject, IInferenceClient
     public IObservableCollection<HybridModelFile> Models { get; } =
         new ObservableCollectionExtended<HybridModelFile>();
 
+    /// <summary>
+    /// Unified collection of all models (Checkpoints + UNet/Diffusion models).
+    /// </summary>
+    public IObservableCollection<HybridModelFile> AllModels { get; } =
+        new ObservableCollectionExtended<HybridModelFile>();
+
     private readonly SourceCache<HybridModelFile, string> vaeModelsSource = new(p => p.GetId());
 
     private readonly SourceCache<HybridModelFile, string> vaeModelsDefaults = new(p => p.GetId());
@@ -170,6 +176,18 @@ ICompletionProvider completionProvider
             .ObserveOn(SynchronizationContext.Current)
             .Subscribe();
 
+        // AllModels: merge checkpoints and unet models into unified collection
+        modelsSource
+            .Connect()
+            .Or(unetModelsSource.Connect())
+            .DeferUntilLoaded()
+            .SortAndBind(
+                AllModels,
+                SortExpressionComparer<HybridModelFile>.Ascending(f => f.ShortDisplayName)
+            )
+            .ObserveOn(SynchronizationContext.Current)
+            .Subscribe();
+
         controlNetModelsSource
             .Connect()
             .Or(downloadableControlNetModelsSource.Connect())
diff --git a/StabilityMatrix.Avalonia/Styles/ControlThemes/BetterComboBoxStyles.axaml b/StabilityMatrix.Avalonia/Styles/ControlThemes/BetterComboBoxStyles.axaml
index ad48dea8d..47d0f1074 100644
--- a/StabilityMatrix.Avalonia/Styles/ControlThemes/BetterComboBoxStyles.axaml
+++ b/StabilityMatrix.Avalonia/Styles/ControlThemes/BetterComboBoxStyles.axaml
@@ -97,12 +97,230 @@
     <ControlTheme
         x:Key="{x:Type controls:BetterComboBox}"
         BasedOn="{StaticResource {x:Type ComboBox}}"
-        TargetType="controls:BetterComboBox" />
+        TargetType="controls:BetterComboBox">
+        <Setter Property="Padding" Value="{DynamicResource ComboBoxPadding}" />
+        <Setter Property="FocusAdorner" Value="{x:Null}" />
+        <Setter Property="MaxDropDownHeight" Value="504" />
+        <Setter Property="Foreground" Value="{DynamicResource ComboBoxForeground}" />
+        <Setter Property="Background" Value="{DynamicResource ComboBoxBackground}" />
+        <Setter Property="BorderBrush" Value="{DynamicResource ComboBoxBorderBrush}" />
+        <Setter Property="BorderThickness" Value="{DynamicResource ComboBoxBorderThemeThickness}" />
+        <Setter Property="CornerRadius" Value="{DynamicResource ControlCornerRadius}" />
+        <Setter Property="ScrollViewer.HorizontalScrollBarVisibility" Value="Disabled" />
+        <Setter Property="ScrollViewer.VerticalScrollBarVisibility" Value="Auto" />
+        <Setter Property="MinHeight" Value="{DynamicResource ComboBoxMinHeight}" />
+        <Setter Property="HorizontalContentAlignment" Value="Stretch" />
+        <Setter Property="VerticalContentAlignment" Value="Center" />
+        <Setter Property="HorizontalAlignment" Value="Left" />
+        <Setter Property="VerticalAlignment" Value="Top" />
+        <Setter Property="PlaceholderForeground" Value="{DynamicResource ComboBoxPlaceHolderForeground}" />
+        <Setter Property="Template">
+            <ControlTemplate>
+                <DataValidationErrors>
+                    <Grid ColumnDefinitions="*,32">
+                        <Border
+                            x:Name="Background"
+                            Grid.Column="0"
+                            Grid.ColumnSpan="2"
+                            MinWidth="{DynamicResource ComboBoxThemeMinWidth}"
+                            Background="{TemplateBinding Background}"
+                            BorderBrush="{TemplateBinding BorderBrush}"
+                            BorderThickness="{TemplateBinding BorderThickness}"
+                            CornerRadius="{TemplateBinding CornerRadius}" />
+                        <Border
+                            x:Name="HighlightBackground"
+                            Grid.Column="0"
+                            Grid.ColumnSpan="2"
+                            Background="{DynamicResource ComboBoxBackgroundUnfocused}"
+                            BorderBrush="{DynamicResource ComboBoxBackgroundBorderBrushUnfocused}"
+                            BorderThickness="{TemplateBinding BorderThickness}"
+                            CornerRadius="{TemplateBinding CornerRadius}"
+                            IsVisible="False" />
+                        <TextBlock
+                            x:Name="PlaceholderTextBlock"
+                            Grid.Column="0"
+                            Margin="{TemplateBinding Padding}"
+                            HorizontalAlignment="{TemplateBinding HorizontalContentAlignment}"
+                            VerticalAlignment="{TemplateBinding VerticalContentAlignment}"
+                            Foreground="{TemplateBinding PlaceholderForeground}"
+                            Text="{TemplateBinding PlaceholderText}">
+                            <TextBlock.IsVisible>
+                                <MultiBinding Converter="{x:Static BoolConverters.And}">
+                                    <Binding
+                                        Converter="{x:Static ObjectConverters.IsNull}"
+                                        Path="SelectionBoxItem"
+                                        RelativeSource="{RelativeSource TemplatedParent}" />
+                                    <Binding Path="!IsEditable" RelativeSource="{RelativeSource TemplatedParent}" />
+                                </MultiBinding>
+                            </TextBlock.IsVisible>
+                        </TextBlock>
+                        <ContentControl
+                            x:Name="ContentPresenter"
+                            Grid.Column="0"
+                            Margin="{TemplateBinding Padding}"
+                            HorizontalContentAlignment="{TemplateBinding HorizontalContentAlignment}"
+                            VerticalContentAlignment="{TemplateBinding VerticalContentAlignment}"
+                            Content="{TemplateBinding SelectionBoxItem}"
+                            ContentTemplate="{TemplateBinding SelectionBoxItemTemplate}"
+                            IsVisible="{TemplateBinding IsEditable,
+                                                        Converter={x:Static BoolConverters.Not}}" />
+
+                        <TextBox
+                            Name="PART_EditableTextBox"
+                            Grid.Column="0"
+                            Padding="{TemplateBinding Padding}"
+                            HorizontalAlignment="{TemplateBinding HorizontalContentAlignment}"
+                            VerticalAlignment="{TemplateBinding VerticalContentAlignment}"
+                            Background="Transparent"
+                            BorderThickness="0"
+                            Foreground="{TemplateBinding Foreground}"
+                            IsVisible="{TemplateBinding IsEditable}"
+                            Text="{TemplateBinding Text,
+                                                   Mode=TwoWay}"
+                            Watermark="{TemplateBinding PlaceholderText}">
+                            <TextBox.Resources>
+                                <SolidColorBrush x:Key="TextControlBackgroundFocused">Transparent</SolidColorBrush>
+                                <SolidColorBrush x:Key="TextControlBackgroundPointerOver">Transparent</SolidColorBrush>
+                                <Thickness x:Key="TextControlBorderThemeThicknessFocused">0</Thickness>
+                            </TextBox.Resources>
+                        </TextBox>
+
+                        <Border
+                            x:Name="DropDownOverlay"
+                            Grid.Column="1"
+                            Width="30"
+                            Margin="0,1,1,1"
+                            HorizontalAlignment="Right"
+                            Background="Transparent"
+                            IsVisible="False" />
+
+                        <PathIcon
+                            x:Name="DropDownGlyph"
+                            Grid.Column="1"
+                            Width="12"
+                            Height="12"
+                            Margin="0,0,10,0"
+                            HorizontalAlignment="Right"
+                            VerticalAlignment="Center"
+                            Data="M1939 486L2029 576L1024 1581L19 576L109 486L1024 1401L1939 486Z"
+                            Foreground="{DynamicResource ComboBoxDropDownGlyphForeground}"
+                            IsHitTestVisible="False"
+                            UseLayoutRounding="False" />
+
+                        <Popup
+                            Name="PART_Popup"
+                            MinWidth="{Binding Bounds.Width, RelativeSource={RelativeSource TemplatedParent}}"
+                            MaxHeight="{TemplateBinding MaxDropDownHeight}"
+                            InheritsTransform="True"
+                            IsLightDismissEnabled="True"
+                            IsOpen="{TemplateBinding IsDropDownOpen,
+                                                     Mode=TwoWay}"
+                            PlacementTarget="Background"
+                            WindowManagerAddShadowHint="False">
+                            <Border
+                                x:Name="PopupBorder"
+                                Padding="{DynamicResource ComboBoxDropdownBorderPadding}"
+                                HorizontalAlignment="Stretch"
+                                Background="{DynamicResource ComboBoxDropDownBackground}"
+                                BorderBrush="{DynamicResource ComboBoxDropDownBorderBrush}"
+                                BorderThickness="{DynamicResource ComboBoxDropdownBorderThickness}"
+                                CornerRadius="{DynamicResource OverlayCornerRadius}">
+                                <Grid RowDefinitions="Auto,*">
+                                    <TextBox
+                                        Name="PART_SearchTextBox"
+                                        Grid.Row="0"
+                                        MinHeight="30"
+                                        Margin="8,8,8,4"
+                                        Classes="search"
+                                        Watermark="{TemplateBinding SearchWatermark}" />
+                                    <ScrollViewer
+                                        Grid.Row="1"
+                                        HorizontalScrollBarVisibility="{TemplateBinding ScrollViewer.HorizontalScrollBarVisibility}"
+                                        IsDeferredScrollingEnabled="{TemplateBinding (ScrollViewer.IsDeferredScrollingEnabled)}"
+                                        IsScrollChainingEnabled="False"
+                                        VerticalScrollBarVisibility="{TemplateBinding ScrollViewer.VerticalScrollBarVisibility}">
+                                        <ItemsPresenter
+                                            Name="PART_ItemsPresenter"
+                                            Margin="{DynamicResource ComboBoxDropdownContentMargin}"
+                                            ItemsPanel="{TemplateBinding ItemsPanel}" />
+                                    </ScrollViewer>
+                                </Grid>
+                            </Border>
+                        </Popup>
+                    </Grid>
+                </DataValidationErrors>
+            </ControlTemplate>
+        </Setter>
+
+        <Style Selector="^:pointerover /template/ Border#Background">
+            <Setter Property="Background" Value="{DynamicResource ComboBoxBackgroundPointerOver}" />
+            <Setter Property="BorderBrush" Value="{DynamicResource ComboBoxBorderBrushPointerOver}" />
+        </Style>
+
+        <Style Selector="^:pressed /template/ Border#Background">
+            <Setter Property="Background" Value="{DynamicResource ComboBoxBackgroundPressed}" />
+            <Setter Property="BorderBrush" Value="{DynamicResource ComboBoxBorderBrushPressed}" />
+        </Style>
+
+        <Style Selector="^:error /template/ Border#Background">
+            <Setter Property="BorderBrush" Value="{DynamicResource SystemControlErrorTextForegroundBrush}" />
+        </Style>
+
+        <Style Selector="^:focus:pressed">
+            <Style Selector="^ /template/ ContentControl#ContentPresenter">
+                <Setter Property="Foreground" Value="{DynamicResource ComboBoxForegroundFocusedPressed}" />
+            </Style>
+            <Style Selector="^ /template/ TextBlock#PlaceholderTextBlock">
+                <Setter Property="Foreground" Value="{DynamicResource ComboBoxPlaceHolderForegroundFocusedPressed}" />
+            </Style>
+            <Style Selector="^ /template/ PathIcon#DropDownGlyph">
+                <Setter Property="Foreground" Value="{DynamicResource ComboBoxDropDownGlyphForegroundFocusedPressed}" />
+            </Style>
+        </Style>
+
+        <Style Selector="^:focus-visible">
+            <Style Selector="^ /template/ Border#HighlightBackground">
+                <Setter Property="BorderBrush" Value="{DynamicResource ComboBoxBackgroundBorderBrushFocused}" />
+                <Setter Property="IsVisible" Value="True" />
+            </Style>
+            <Style Selector="^ /template/ ContentControl#ContentPresenter">
+                <Setter Property="Foreground" Value="{DynamicResource ComboBoxForegroundFocused}" />
+            </Style>
+            <Style Selector="^ /template/ TextBlock#PlaceholderTextBlock">
+                <Setter Property="Foreground" Value="{DynamicResource ComboBoxForegroundFocused}" />
+            </Style>
+            <Style Selector="^ /template/ PathIcon#DropDownGlyph">
+                <Setter Property="Foreground" Value="{DynamicResource ComboBoxDropDownGlyphForegroundFocused}" />
+            </Style>
+        </Style>
+
+        <Style Selector="^:disabled">
+            <Style Selector="^ /template/ Border#Background">
+                <Setter Property="Background" Value="{DynamicResource ComboBoxBackgroundDisabled}" />
+                <Setter Property="BorderBrush" Value="{DynamicResource ComboBoxBorderBrushDisabled}" />
+            </Style>
+            <Style Selector="^ /template/ ContentControl#ContentPresenter">
+                <Setter Property="Foreground" Value="{DynamicResource ComboBoxForegroundDisabled}" />
+            </Style>
+            <Style Selector="^ /template/ TextBlock#PlaceholderTextBlock">
+                <Setter Property="Foreground" Value="{DynamicResource ComboBoxForegroundDisabled}" />
+            </Style>
+            <Style Selector="^ /template/ PathIcon#DropDownGlyph">
+                <Setter Property="Foreground" Value="{DynamicResource ComboBoxDropDownGlyphForegroundDisabled}" />
+            </Style>
+        </Style>
+
+        <Style Selector="^[IsEditable=true]">
+            <Setter Property="IsTabStop" Value="False" />
+            <Setter Property="KeyboardNavigation.TabNavigation" Value="Local" />
+        </Style>
+    </ControlTheme>
 
     <ControlTheme
         x:Key="BetterComboBoxHybridModelTheme"
         BasedOn="{StaticResource {x:Type controls:BetterComboBox}}"
         TargetType="controls:BetterComboBox">
+        <Setter Property="SearchWatermark" Value="Search models..." />
 
         <ControlTheme.Resources>
             <controls:HybridModelTemplateSelector x:Key="HybridModelTemplateSelector">
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/ModelPickerDialogViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/ModelPickerDialogViewModel.cs
new file mode 100644
index 000000000..8ef3f0d17
--- /dev/null
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/ModelPickerDialogViewModel.cs
@@ -0,0 +1,586 @@
+using System.Collections.Immutable;
+using System.Collections.ObjectModel;
+using System.ComponentModel;
+using System.Reactive.Disposables;
+using System.Reactive.Linq;
+using AsyncAwaitBestPractices;
+using Avalonia.Threading;
+using CommunityToolkit.Mvvm.ComponentModel;
+using CommunityToolkit.Mvvm.Input;
+using DynamicData;
+using DynamicData.Binding;
+using FuzzySharp;
+using Injectio.Attributes;
+using StabilityMatrix.Avalonia.Controls;
+using StabilityMatrix.Avalonia.Services;
+using StabilityMatrix.Avalonia.ViewModels.Base;
+using StabilityMatrix.Avalonia.ViewModels.CheckpointManager;
+using StabilityMatrix.Avalonia.Views.Dialogs;
+using StabilityMatrix.Core.Attributes;
+using StabilityMatrix.Core.Extensions;
+using StabilityMatrix.Core.Helper.Cache;
+using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.Settings;
+using StabilityMatrix.Core.Services;
+
+namespace StabilityMatrix.Avalonia.ViewModels.Dialogs;
+
+/// <summary>
+/// Specifies which model source collection to use in the picker.
+/// </summary>
+public enum ModelPickerSource
+{
+    /// <summary>Checkpoints + UNet models (default for model selection)</summary>
+    CheckpointAndUnet,
+
+    /// <summary>LoRA models only</summary>
+    Lora,
+
+    /// <summary>VAE models only</summary>
+    Vae,
+
+    /// <summary>CLIP/Text encoder models only</summary>
+    Clip,
+
+    /// <summary>CLIP Vision models only</summary>
+    ClipVision,
+}
+
+[View(typeof(ModelPickerDialog))]
+[RegisterTransient<ModelPickerDialogViewModel>]
+[ManagedService]
+public partial class ModelPickerDialogViewModel : ContentDialogViewModelBase
+{
+    private readonly IInferenceClientManager clientManager;
+    private readonly ISettingsManager settingsManager;
+    private readonly CompositeDisposable propertySubscriptions = new();
+    private LRUCache<string, ImmutableList<HybridModelFile>> searchCache = new(100);
+    private IDisposable? modelSubscription;
+    private ImmutableList<HybridModelFile> allModels = [];
+    private int refreshRequestId;
+    private HashSet<string> pendingSelectedBaseModels = [];
+    private bool isApplyingSavedFilterState;
+    private bool isDialogActive;
+
+    /// <summary>
+    /// Gets or sets the model source to use. Set before showing the dialog.
+    /// </summary>
+    public ModelPickerSource Source { get; set; } = ModelPickerSource.CheckpointAndUnet;
+
+    [ObservableProperty]
+    private string title = "Select Model";
+
+    [ObservableProperty]
+    private string searchText = string.Empty;
+
+    [ObservableProperty]
+    private HybridModelFile? selectedModel;
+
+    [ObservableProperty]
+    private IReadOnlyList<HybridModelFile> filteredModels = [];
+
+    [ObservableProperty]
+    private bool showCheckpointsOnly;
+
+    [ObservableProperty]
+    private bool showUnetsOnly;
+
+    [ObservableProperty]
+    private bool isGridView;
+
+    [ObservableProperty]
+    private bool showNsfwContent;
+
+    public ObservableCollection<BaseModelOptionViewModel> BaseModelOptions { get; } = [];
+
+    public IEnumerable<BaseModelOptionViewModel> SelectedBaseModelOptions =>
+        BaseModelOptions.Where(x => x.IsSelected);
+
+    public int ActiveFilterCount =>
+        SelectedBaseModelOptions.Count() + (ShowCheckpointsOnly ? 1 : 0) + (ShowUnetsOnly ? 1 : 0);
+
+    public bool HasActiveFilters => ActiveFilterCount > 0;
+    public bool HasFilteredModels => FilteredModels.Count > 0;
+
+    public string FilterButtonText => HasActiveFilters ? $"Filter ({ActiveFilterCount})" : "Filter";
+
+    /// <summary>
+    /// Whether to show the folder type filter buttons (Checkpoints/Diffusion Models).
+    /// Only relevant for CheckpointAndUnet source.
+    /// </summary>
+    public bool ShowFolderTypeFilters => Source == ModelPickerSource.CheckpointAndUnet;
+
+    public ModelPickerDialogViewModel(IInferenceClientManager clientManager, ISettingsManager settingsManager)
+    {
+        this.clientManager = clientManager;
+        this.settingsManager = settingsManager;
+        isGridView = settingsManager.Settings.ModelPickerIsGridView;
+        showNsfwContent = settingsManager.Settings.ModelBrowserNsfwEnabled;
+
+        // Subscribe to search text and filter changes
+        propertySubscriptions.Add(
+            Observable
+                .FromEventPattern<PropertyChangedEventArgs>(this, nameof(PropertyChanged))
+                .Where(x =>
+                    x.EventArgs.PropertyName
+                        is nameof(SearchText)
+                            or nameof(ShowCheckpointsOnly)
+                            or nameof(ShowUnetsOnly)
+                )
+                .Throttle(TimeSpan.FromMilliseconds(100))
+                .ObserveOn(SynchronizationContext.Current!)
+                .Subscribe(_ =>
+                {
+                    if (!isDialogActive)
+                        return;
+
+                    UpdateFilteredModels();
+                    OnPropertyChanged(nameof(ActiveFilterCount));
+                    OnPropertyChanged(nameof(HasActiveFilters));
+                    OnPropertyChanged(nameof(FilterButtonText));
+                    SaveFilterStateForCurrentSource();
+                })
+        );
+
+        // Subscribe to base model option changes
+        propertySubscriptions.Add(
+            BaseModelOptions
+                .ToObservableChangeSet()
+                .AutoRefresh(x => x.IsSelected)
+                .Throttle(TimeSpan.FromMilliseconds(100))
+                .ObserveOn(SynchronizationContext.Current!)
+                .Subscribe(_ =>
+                {
+                    if (!isDialogActive)
+                        return;
+
+                    UpdateFilteredModels();
+                    OnPropertyChanged(nameof(SelectedBaseModelOptions));
+                    OnPropertyChanged(nameof(ActiveFilterCount));
+                    OnPropertyChanged(nameof(HasActiveFilters));
+                    OnPropertyChanged(nameof(FilterButtonText));
+                    SaveFilterStateForCurrentSource();
+                })
+        );
+
+        AddDisposable(propertySubscriptions);
+    }
+
+    partial void OnIsGridViewChanged(bool value)
+    {
+        settingsManager.Transaction(s => s.ModelPickerIsGridView = value);
+    }
+
+    partial void OnShowNsfwContentChanged(bool value)
+    {
+        settingsManager.Transaction(s => s.ModelBrowserNsfwEnabled = value);
+    }
+
+    partial void OnFilteredModelsChanged(IReadOnlyList<HybridModelFile> value)
+    {
+        OnPropertyChanged(nameof(HasFilteredModels));
+    }
+
+    partial void OnShowCheckpointsOnlyChanged(bool value)
+    {
+        if (value && ShowUnetsOnly)
+        {
+            ShowUnetsOnly = false;
+        }
+    }
+
+    partial void OnShowUnetsOnlyChanged(bool value)
+    {
+        if (value && ShowCheckpointsOnly)
+        {
+            ShowCheckpointsOnly = false;
+        }
+    }
+
+    public override void OnLoaded()
+    {
+        base.OnLoaded();
+        isDialogActive = true;
+
+        // Save caller-specified type filters before loading persisted state
+        // (e.g., WanModelCardViewModel sets ShowUnetsOnly = true before opening)
+        var preShowUnets = ShowUnetsOnly;
+        var preShowCheckpoints = ShowCheckpointsOnly;
+
+        LoadFilterStateForCurrentSource();
+
+        // Re-apply caller-specified type filters (they take priority over saved state)
+        if (preShowUnets)
+            ShowUnetsOnly = true;
+        if (preShowCheckpoints)
+            ShowCheckpointsOnly = true;
+
+        // Populate models in background after dialog appears to reduce opening hitch.
+        Dispatcher.UIThread.Post(RefreshAllModels, DispatcherPriority.Background);
+
+        // Subscribe to changes in the relevant collections
+        var subscriptions = new List<IDisposable>();
+
+        switch (Source)
+        {
+            case ModelPickerSource.CheckpointAndUnet:
+                subscriptions.Add(
+                    clientManager
+                        .Models.ToObservableChangeSet<
+                            IObservableCollection<HybridModelFile>,
+                            HybridModelFile
+                        >()
+                        .Throttle(TimeSpan.FromMilliseconds(100))
+                        .ObserveOn(SynchronizationContext.Current!)
+                        .Subscribe(_ => RefreshAllModels())
+                );
+                subscriptions.Add(
+                    clientManager
+                        .UnetModels.ToObservableChangeSet<
+                            IObservableCollection<HybridModelFile>,
+                            HybridModelFile
+                        >()
+                        .Throttle(TimeSpan.FromMilliseconds(100))
+                        .ObserveOn(SynchronizationContext.Current!)
+                        .Subscribe(_ => RefreshAllModels())
+                );
+                break;
+
+            case ModelPickerSource.Lora:
+                subscriptions.Add(
+                    clientManager
+                        .LoraModels.ToObservableChangeSet<
+                            IObservableCollection<HybridModelFile>,
+                            HybridModelFile
+                        >()
+                        .Throttle(TimeSpan.FromMilliseconds(100))
+                        .ObserveOn(SynchronizationContext.Current!)
+                        .Subscribe(_ => RefreshAllModels())
+                );
+                break;
+
+            case ModelPickerSource.Vae:
+                subscriptions.Add(
+                    clientManager
+                        .VaeModels.ToObservableChangeSet<
+                            IObservableCollection<HybridModelFile>,
+                            HybridModelFile
+                        >()
+                        .Throttle(TimeSpan.FromMilliseconds(100))
+                        .ObserveOn(SynchronizationContext.Current!)
+                        .Subscribe(_ => RefreshAllModels())
+                );
+                break;
+
+            case ModelPickerSource.Clip:
+                subscriptions.Add(
+                    clientManager
+                        .ClipModels.ToObservableChangeSet<
+                            IObservableCollection<HybridModelFile>,
+                            HybridModelFile
+                        >()
+                        .Throttle(TimeSpan.FromMilliseconds(100))
+                        .ObserveOn(SynchronizationContext.Current!)
+                        .Subscribe(_ => RefreshAllModels())
+                );
+                break;
+
+            case ModelPickerSource.ClipVision:
+                subscriptions.Add(
+                    clientManager
+                        .ClipVisionModels.ToObservableChangeSet<
+                            IObservableCollection<HybridModelFile>,
+                            HybridModelFile
+                        >()
+                        .Throttle(TimeSpan.FromMilliseconds(100))
+                        .ObserveOn(SynchronizationContext.Current!)
+                        .Subscribe(_ => RefreshAllModels())
+                );
+                break;
+        }
+
+        modelSubscription?.Dispose();
+        modelSubscription = new CompositeDisposable(subscriptions);
+    }
+
+    private void RefreshAllModels()
+    {
+        if (!isDialogActive)
+            return;
+
+        RefreshAllModelsAsync().SafeFireAndForget();
+    }
+
+    private async Task RefreshAllModelsAsync()
+    {
+        var requestId = Interlocked.Increment(ref refreshRequestId);
+
+        var sortedModels = await Task.Run(() =>
+        {
+            IEnumerable<HybridModelFile> models = Source switch
+            {
+                ModelPickerSource.CheckpointAndUnet => clientManager.Models.Concat(clientManager.UnetModels),
+                ModelPickerSource.Lora => clientManager.LoraModels,
+                ModelPickerSource.Vae => clientManager.VaeModels,
+                ModelPickerSource.Clip => clientManager.ClipModels,
+                ModelPickerSource.ClipVision => clientManager.ClipVisionModels,
+                _ => [],
+            };
+
+            return models
+                .OrderBy(m => m.ShortDisplayName, StringComparer.OrdinalIgnoreCase)
+                .ToImmutableList();
+        });
+
+        // Ignore stale refreshes if a newer one was queued while this was running.
+        if (requestId != refreshRequestId)
+        {
+            return;
+        }
+
+        if (!isDialogActive)
+        {
+            return;
+        }
+
+        allModels = sortedModels;
+        UpdateAvailableBaseModels();
+        UpdateFilteredModels();
+    }
+
+    public override void OnUnloaded()
+    {
+        base.OnUnloaded();
+        isDialogActive = false;
+        Interlocked.Increment(ref refreshRequestId);
+        SaveFilterStateForCurrentSource();
+        modelSubscription?.Dispose();
+        modelSubscription = null;
+
+        // Release only internal heavy references. Avoid touching bound collections here,
+        // because clearing ItemsSource during close can null out SelectedModel before caller reads it.
+        allModels = [];
+        searchCache = new LRUCache<string, ImmutableList<HybridModelFile>>(100);
+    }
+
+    private void UpdateAvailableBaseModels()
+    {
+        var baseModels = allModels
+            .Where(m => m.Local?.ConnectedModelInfo?.BaseModel != null)
+            .Select(m => m.Local!.ConnectedModelInfo!.BaseModel!)
+            .Distinct()
+            .OrderBy(b => b)
+            .ToList();
+
+        // Add "Unknown" for models without metadata
+        if (allModels.Any(m => m.Local?.ConnectedModelInfo?.BaseModel == null))
+        {
+            baseModels.Add("Unknown");
+        }
+
+        // Update BaseModelOptions collection, preserving selection state
+        var existingSelections = BaseModelOptions
+            .Where(x => x.IsSelected)
+            .Select(x => x.ModelType)
+            .ToHashSet(StringComparer.OrdinalIgnoreCase);
+
+        if (existingSelections.Count == 0 && pendingSelectedBaseModels.Count > 0)
+        {
+            existingSelections = new HashSet<string>(
+                pendingSelectedBaseModels,
+                StringComparer.OrdinalIgnoreCase
+            );
+        }
+
+        BaseModelOptions.Clear();
+        foreach (var baseModel in baseModels)
+        {
+            BaseModelOptions.Add(
+                new BaseModelOptionViewModel
+                {
+                    ModelType = baseModel,
+                    IsSelected = existingSelections.Contains(baseModel),
+                }
+            );
+        }
+    }
+
+    private string GetSourceKey() => Source.ToString();
+
+    private void LoadFilterStateForCurrentSource()
+    {
+        var states = settingsManager.Settings.ModelPickerFilterStates;
+        if (states is null || !states.TryGetValue(GetSourceKey(), out var state) || state is null)
+        {
+            pendingSelectedBaseModels = [];
+            return;
+        }
+
+        isApplyingSavedFilterState = true;
+        try
+        {
+            SearchText = state.SearchText ?? string.Empty;
+            ShowCheckpointsOnly = state.ShowCheckpointsOnly;
+            ShowUnetsOnly = state.ShowUnetsOnly;
+            pendingSelectedBaseModels = (state.SelectedBaseModels ?? []).ToHashSet(
+                StringComparer.OrdinalIgnoreCase
+            );
+        }
+        finally
+        {
+            isApplyingSavedFilterState = false;
+        }
+    }
+
+    private void SaveFilterStateForCurrentSource()
+    {
+        if (isApplyingSavedFilterState)
+            return;
+
+        var selectedBaseModels =
+            BaseModelOptions.Count > 0
+                ? SelectedBaseModelOptions.Select(x => x.ModelType).ToList()
+                : pendingSelectedBaseModels.ToList();
+
+        var state = new ModelPickerFilterState
+        {
+            SearchText = SearchText.Trim(),
+            ShowCheckpointsOnly = ShowCheckpointsOnly,
+            ShowUnetsOnly = ShowUnetsOnly,
+            SelectedBaseModels = selectedBaseModels,
+        };
+
+        settingsManager.Transaction(s =>
+        {
+            s.ModelPickerFilterStates ??= [];
+            s.ModelPickerFilterStates[GetSourceKey()] = state;
+        });
+    }
+
+    private void UpdateFilteredModels()
+    {
+        var models = allModels.AsEnumerable();
+
+        // Apply base model filter
+        var selectedBaseModels = SelectedBaseModelOptions.Select(x => x.ModelType).ToList();
+        if (selectedBaseModels.Count > 0)
+        {
+            models = models.Where(m =>
+            {
+                var baseModel = m.Local?.ConnectedModelInfo?.BaseModel;
+                if (baseModel == null)
+                {
+                    return selectedBaseModels.Contains("Unknown");
+                }
+                return selectedBaseModels.Contains(baseModel);
+            });
+        }
+
+        // Apply folder type filter
+        if (ShowCheckpointsOnly)
+        {
+            models = models.Where(m => m.Local?.SharedFolderType == SharedFolderType.StableDiffusion);
+        }
+        else if (ShowUnetsOnly)
+        {
+            models = models.Where(m => m.Local?.SharedFolderType == SharedFolderType.DiffusionModels);
+        }
+
+        var modelList = models.ToList();
+
+        // Apply search filter
+        var query = SearchText.Trim();
+        if (!string.IsNullOrWhiteSpace(query))
+        {
+            // Check cache
+            var cacheKey =
+                $"{refreshRequestId}|{query}|{string.Join(",", selectedBaseModels)}|{ShowCheckpointsOnly}|{ShowUnetsOnly}";
+            if (searchCache.Get(cacheKey, out var cachedResults))
+            {
+                FilteredModels = cachedResults!;
+                return;
+            }
+
+            var results = modelList
+                .Select(m =>
+                {
+                    var modelSearchText = m.DetailedSearchText;
+                    var weightedScore = Fuzz.WeightedRatio(query, modelSearchText);
+                    var partialScore = Fuzz.PartialRatio(query, modelSearchText);
+                    var score = Math.Max(weightedScore, partialScore);
+                    var contains = modelSearchText.Contains(query, StringComparison.OrdinalIgnoreCase);
+                    return (Model: m, Score: score, Contains: contains);
+                })
+                .Where(x => x.Contains || x.Score >= 70)
+                .OrderByDescending(x => x.Contains)
+                .ThenByDescending(x => x.Score)
+                .Select(x => x.Model)
+                .ToImmutableList();
+
+            searchCache.Add(cacheKey, results);
+            FilteredModels = results;
+        }
+        else
+        {
+            FilteredModels = modelList.ToImmutableList();
+        }
+    }
+
+    [RelayCommand]
+    private void ClearOrSelectAllBaseModels()
+    {
+        var anySelected = BaseModelOptions.Any(x => x.IsSelected);
+        foreach (var option in BaseModelOptions)
+        {
+            option.IsSelected = !anySelected;
+        }
+    }
+
+    [RelayCommand]
+    private void ClearFilters()
+    {
+        foreach (var option in BaseModelOptions)
+        {
+            option.IsSelected = false;
+        }
+        ShowCheckpointsOnly = false;
+        ShowUnetsOnly = false;
+        SearchText = string.Empty;
+    }
+
+    [RelayCommand]
+    private void SelectModel(HybridModelFile? model)
+    {
+        if (model != null)
+        {
+            SelectedModel = model;
+            OnPrimaryButtonClick();
+        }
+    }
+
+    [RelayCommand]
+    private void SetSelectedModel(HybridModelFile? model)
+    {
+        SelectedModel = model;
+    }
+
+    public override BetterContentDialog GetDialog()
+    {
+        var dialog = base.GetDialog();
+
+        dialog.MinDialogWidth = 700;
+        dialog.MaxDialogWidth = 900;
+        dialog.MinDialogHeight = 500;
+        dialog.MaxDialogHeight = 700;
+        dialog.IsFooterVisible = false;
+        dialog.CloseOnClickOutside = true;
+        // Disable dialog's internal scrolling - let the ListBox handle it
+        dialog.ContentVerticalScrollBarVisibility = global::Avalonia
+            .Controls
+            .Primitives
+            .ScrollBarVisibility
+            .Disabled;
+
+        return dialog;
+    }
+}
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/ExtraNetworkCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/ExtraNetworkCardViewModel.cs
index 47532dfe2..864c49eb6 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/ExtraNetworkCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/ExtraNetworkCardViewModel.cs
@@ -7,10 +7,12 @@
 using CommunityToolkit.Mvvm.Input;
 using DynamicData;
 using DynamicData.Binding;
+using FluentAvalonia.UI.Controls;
 using Injectio.Attributes;
 using StabilityMatrix.Avalonia.Controls;
 using StabilityMatrix.Avalonia.Services;
 using StabilityMatrix.Avalonia.ViewModels.Base;
+using StabilityMatrix.Avalonia.ViewModels.Dialogs;
 using StabilityMatrix.Core.Attributes;
 using StabilityMatrix.Core.Helper;
 using StabilityMatrix.Core.Models;
@@ -26,6 +28,7 @@ namespace StabilityMatrix.Avalonia.ViewModels.Inference;
 public partial class ExtraNetworkCardViewModel : DisposableLoadableViewModelBase
 {
     private readonly ISettingsManager settingsManager;
+    private readonly IServiceManager<ViewModelBase> vmFactory;
     private readonly ModelCompatChecker modelCompatChecker = new();
 
     public const string ModuleKey = "ExtraNetwork";
@@ -64,9 +67,14 @@ public partial class ExtraNetworkCardViewModel : DisposableLoadableViewModelBase
     private HybridModelFile? selectedBaseModel;
 
     /// <inheritdoc/>
-    public ExtraNetworkCardViewModel(IInferenceClientManager clientManager, ISettingsManager settingsManager)
+    public ExtraNetworkCardViewModel(
+        IInferenceClientManager clientManager,
+        ISettingsManager settingsManager,
+        IServiceManager<ViewModelBase> vmFactory
+    )
     {
         this.settingsManager = settingsManager;
+        this.vmFactory = vmFactory;
         ClientManager = clientManager;
 
         // Observable signal when SelectedBaseModel changes
@@ -158,6 +166,23 @@ private void CopyTriggerWords()
         App.Clipboard.SetTextAsync(TriggerWords);
     }
 
+    [RelayCommand]
+    private async Task OpenLoraPickerAsync()
+    {
+        using var pickerScope = vmFactory.CreateScope();
+        var pickerVm = pickerScope.ServiceManager.Get<ModelPickerDialogViewModel>();
+        pickerVm.Title = "Select LoRA";
+        pickerVm.Source = ModelPickerSource.Lora;
+
+        if (await pickerVm.GetDialog().ShowAsync() == ContentDialogResult.Primary)
+        {
+            if (pickerVm.SelectedModel is { } selected)
+            {
+                SelectedModel = selected;
+            }
+        }
+    }
+
     private bool FilterCompatibleLoras(HybridModelFile? lora)
     {
         if (!settingsManager.Settings.FilterExtraNetworksByBaseModel)
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
index 3daa6618f..135b0c07b 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
@@ -1,7 +1,9 @@
-using System.ComponentModel.DataAnnotations;
+using System.Collections.ObjectModel;
+using System.ComponentModel.DataAnnotations;
 using System.Text.Json.Nodes;
 using CommunityToolkit.Mvvm.ComponentModel;
 using CommunityToolkit.Mvvm.Input;
+using FluentAvalonia.UI.Controls;
 using Injectio.Attributes;
 using StabilityMatrix.Avalonia.Controls;
 using StabilityMatrix.Avalonia.Languages;
@@ -9,6 +11,7 @@
 using StabilityMatrix.Avalonia.Models.Inference;
 using StabilityMatrix.Avalonia.Services;
 using StabilityMatrix.Avalonia.ViewModels.Base;
+using StabilityMatrix.Avalonia.ViewModels.Dialogs;
 using StabilityMatrix.Avalonia.ViewModels.Inference.Modules;
 using StabilityMatrix.Core.Attributes;
 using StabilityMatrix.Core.Models;
@@ -28,12 +31,55 @@ TabContext tabContext
 ) : LoadableViewModelBase, IParametersLoadableState, IComfyStep
 {
     [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(SelectedUnifiedModel))]
     private HybridModelFile? selectedModel;
 
     [ObservableProperty]
-    [NotifyPropertyChangedFor(nameof(IsGguf), nameof(ShowPrecisionSelection))]
+    [NotifyPropertyChangedFor(
+        nameof(IsGguf),
+        nameof(ShowPrecisionSelection),
+        nameof(SelectedUnifiedModel),
+        nameof(HasActiveAdvancedOptions),
+        nameof(AdvancedOptionsHeader)
+    )]
     private HybridModelFile? selectedUnetModel;
 
+    /// <summary>
+    /// Unified model property that auto-detects the loader type based on the model's SharedFolderType.
+    /// Getter returns the currently active model based on IsStandaloneModelLoader.
+    /// Setter auto-detects whether it's a checkpoint or UNet model and sets the appropriate properties.
+    /// </summary>
+    public HybridModelFile? SelectedUnifiedModel
+    {
+        get => IsStandaloneModelLoader ? SelectedUnetModel : SelectedModel;
+        set
+        {
+            if (value is null)
+            {
+                // Clear both when null is set
+                if (IsStandaloneModelLoader)
+                    SelectedUnetModel = null;
+                else
+                    SelectedModel = null;
+                return;
+            }
+
+            // Auto-detect model type based on folder
+            if (value.Local?.SharedFolderType == SharedFolderType.DiffusionModels)
+            {
+                // It's a UNet model from diffusion_models folder
+                SelectedModelLoader = ModelLoader.Unet;
+                SelectedUnetModel = value;
+            }
+            else
+            {
+                // It's a checkpoint model
+                SelectedModelLoader = ModelLoader.Default;
+                SelectedModel = value;
+            }
+        }
+    }
+
     [ObservableProperty]
     private bool isRefinerSelectionEnabled;
 
@@ -47,12 +93,14 @@ TabContext tabContext
     private HybridModelFile? selectedVae = HybridModelFile.Default;
 
     [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(HasActiveAdvancedOptions), nameof(AdvancedOptionsHeader))]
     private bool isVaeSelectionEnabled;
 
     [ObservableProperty]
     private bool disableSettings;
 
     [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(HasActiveAdvancedOptions), nameof(AdvancedOptionsHeader))]
     private bool isClipSkipEnabled;
 
     [NotifyDataErrorInfo]
@@ -67,23 +115,48 @@ TabContext tabContext
     private bool isModelLoaderSelectionEnabled;
 
     [ObservableProperty]
-    [NotifyPropertyChangedFor(nameof(IsStandaloneModelLoader))]
+    [NotifyPropertyChangedFor(
+        nameof(IsStandaloneModelLoader),
+        nameof(SelectedUnifiedModel),
+        nameof(ShowPrecisionSelection),
+        nameof(ShowEncoderSection),
+        nameof(HasActiveAdvancedOptions),
+        nameof(AdvancedOptionsHeader)
+    )]
     private ModelLoader selectedModelLoader;
 
-    [ObservableProperty]
-    private HybridModelFile? selectedClip1;
+    /// <summary>
+    /// Dynamic collection of text encoder slots.
+    /// </summary>
+    public ObservableCollection<TextEncoderSlotViewModel> TextEncoders { get; } = [];
 
-    [ObservableProperty]
-    private HybridModelFile? selectedClip2;
+    /// <summary>
+    /// Whether the remove encoder button should be enabled.
+    /// </summary>
+    public bool CanRemoveEncoder => TextEncoders.Count > 1;
 
-    [ObservableProperty]
-    private HybridModelFile? selectedClip3;
+    /// <summary>
+    /// Gets the selected model for encoder slot 1 (for backward compatibility with SetupClipLoaders).
+    /// </summary>
+    public HybridModelFile? SelectedClip1 => TextEncoders.Count > 0 ? TextEncoders[0].SelectedModel : null;
 
-    [ObservableProperty]
-    private HybridModelFile? selectedClip4;
+    /// <summary>
+    /// Gets the selected model for encoder slot 2 (for backward compatibility with SetupClipLoaders).
+    /// </summary>
+    public HybridModelFile? SelectedClip2 => TextEncoders.Count > 1 ? TextEncoders[1].SelectedModel : null;
+
+    /// <summary>
+    /// Gets the selected model for encoder slot 3 (for backward compatibility with SetupClipLoaders).
+    /// </summary>
+    public HybridModelFile? SelectedClip3 => TextEncoders.Count > 2 ? TextEncoders[2].SelectedModel : null;
+
+    /// <summary>
+    /// Gets the selected model for encoder slot 4 (for backward compatibility with SetupClipLoaders).
+    /// </summary>
+    public HybridModelFile? SelectedClip4 => TextEncoders.Count > 3 ? TextEncoders[3].SelectedModel : null;
 
     [ObservableProperty]
-    [NotifyPropertyChangedFor(nameof(IsSd3Clip), nameof(IsHiDreamClip))]
+    [NotifyPropertyChangedFor(nameof(IsSd3Clip), nameof(IsHiDreamClip), nameof(ShowShift))]
     private string? selectedClipType;
 
     [ObservableProperty]
@@ -93,11 +166,24 @@ TabContext tabContext
     private bool enableModelLoaderSelection = true;
 
     [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(ShowEncoderSection))]
     private bool isClipModelSelectionEnabled;
 
     [ObservableProperty]
     private double shift = 3.0d;
 
+    /// <summary>
+    /// Whether the Advanced Options expander is expanded.
+    /// </summary>
+    [ObservableProperty]
+    private bool isAdvancedOptionsExpanded;
+
+    /// <summary>
+    /// Whether the Text Encoders expander is expanded.
+    /// </summary>
+    [ObservableProperty]
+    private bool isTextEncodersExpanded = true;
+
     public List<string> WeightDTypes { get; set; } = ["default", "fp8_e4m3fn", "fp8_e5m2"];
     public List<string> ClipTypes { get; set; } = ["flux", "sd3", "HiDream"];
 
@@ -111,14 +197,58 @@ TabContext tabContext
 
     public bool IsStandaloneModelLoader => SelectedModelLoader is ModelLoader.Unet;
     public bool ShowPrecisionSelection => SelectedModelLoader is ModelLoader.Unet && !IsGguf;
+
+    /// <summary>
+    /// Whether to show the encoder section (only for UNet models when encoder selection is enabled).
+    /// </summary>
+    public bool ShowEncoderSection => IsClipModelSelectionEnabled && IsStandaloneModelLoader;
+
     public bool IsSd3Clip => SelectedClipType == "sd3";
     public bool IsHiDreamClip => SelectedClipType == "HiDream";
     public bool IsGguf => SelectedUnetModel?.RelativePath.EndsWith("gguf") ?? false;
 
+    /// <summary>
+    /// Whether any advanced options are currently visible (for expander header indication).
+    /// Includes: Precision (UNet only), VAE, CLIP Skip.
+    /// </summary>
+    public bool HasActiveAdvancedOptions =>
+        ShowPrecisionSelection || IsVaeSelectionEnabled || IsClipSkipEnabled;
+
+    /// <summary>
+    /// Header text for the Advanced Options expander, showing count of active options.
+    /// </summary>
+    public string AdvancedOptionsHeader
+    {
+        get
+        {
+            var count =
+                (ShowPrecisionSelection ? 1 : 0)
+                + (IsVaeSelectionEnabled ? 1 : 0)
+                + (IsClipSkipEnabled ? 1 : 0);
+            return count > 0 ? $"Advanced Options ({count})" : "Advanced Options";
+        }
+    }
+
+    /// <summary>
+    /// Header text for the Text Encoders expander, showing count of encoders.
+    /// </summary>
+    public string TextEncodersHeader => $"Text Encoders ({TextEncoders.Count})";
+
+    /// <summary>
+    /// Whether to show the Shift control (for HiDream clip type, only when in UNet mode).
+    /// </summary>
+    public bool ShowShift => ShowEncoderSection && IsHiDreamClip;
+
     protected override void OnInitialLoaded()
     {
         base.OnInitialLoaded();
         ExtraNetworksStackCardViewModel.CardAdded += ExtraNetworksStackCardViewModelOnCardAdded;
+
+        // Initialize default encoders if empty
+        if (TextEncoders.Count == 0)
+        {
+            SetDefaultEncoderCount();
+        }
     }
 
     public override void OnUnloaded()
@@ -154,6 +284,86 @@ You can use a config (.yaml) file to load a model with specific settings.
             .ShowAsync();
     }
 
+    [RelayCommand]
+    private async Task OpenModelPickerAsync()
+    {
+        using var pickerScope = vmFactory.CreateScope();
+        var pickerVm = pickerScope.ServiceManager.Get<ModelPickerDialogViewModel>();
+        pickerVm.Title = "Select Model";
+
+        if (await pickerVm.GetDialog().ShowAsync() == ContentDialogResult.Primary)
+        {
+            if (pickerVm.SelectedModel is { } selected)
+            {
+                // Auto-detect model type based on folder
+                if (selected.Local?.SharedFolderType == SharedFolderType.DiffusionModels)
+                {
+                    // It's a UNet model from diffusion_models folder
+                    SelectedModelLoader = ModelLoader.Unet;
+                    SelectedUnetModel = selected;
+                }
+                else
+                {
+                    // It's a checkpoint model
+                    SelectedModelLoader = ModelLoader.Default;
+                    SelectedModel = selected;
+                }
+            }
+        }
+    }
+
+    [RelayCommand]
+    private async Task OpenRefinerPickerAsync()
+    {
+        using var pickerScope = vmFactory.CreateScope();
+        var pickerVm = pickerScope.ServiceManager.Get<ModelPickerDialogViewModel>();
+        pickerVm.Title = "Select Refiner";
+        pickerVm.Source = ModelPickerSource.CheckpointAndUnet;
+        pickerVm.ShowCheckpointsOnly = true;
+
+        if (await pickerVm.GetDialog().ShowAsync() == ContentDialogResult.Primary)
+        {
+            if (pickerVm.SelectedModel is { } selected)
+            {
+                SelectedRefiner = selected;
+            }
+        }
+    }
+
+    [RelayCommand]
+    private async Task OpenVaePickerAsync()
+    {
+        using var pickerScope = vmFactory.CreateScope();
+        var pickerVm = pickerScope.ServiceManager.Get<ModelPickerDialogViewModel>();
+        pickerVm.Title = "Select VAE";
+        pickerVm.Source = ModelPickerSource.Vae;
+
+        if (await pickerVm.GetDialog().ShowAsync() == ContentDialogResult.Primary)
+        {
+            if (pickerVm.SelectedModel is { } selected)
+            {
+                SelectedVae = selected;
+            }
+        }
+    }
+
+    [RelayCommand]
+    private async Task OpenClipPickerAsync(TextEncoderSlotViewModel encoderSlot)
+    {
+        using var pickerScope = vmFactory.CreateScope();
+        var pickerVm = pickerScope.ServiceManager.Get<ModelPickerDialogViewModel>();
+        pickerVm.Title = $"Select Text Encoder ({encoderSlot.Label})";
+        pickerVm.Source = ModelPickerSource.Clip;
+
+        if (await pickerVm.GetDialog().ShowAsync() == ContentDialogResult.Primary)
+        {
+            if (pickerVm.SelectedModel is { } selected)
+            {
+                encoderSlot.SelectedModel = selected;
+            }
+        }
+    }
+
     public async Task<bool> ValidateModel()
     {
         if (IsStandaloneModelLoader && SelectedUnetModel != null)
@@ -239,6 +449,9 @@ public virtual void ApplyStep(ModuleApplyStepEventArgs e)
     /// <inheritdoc />
     public override JsonObject SaveStateToJsonObject()
     {
+        // Build encoder names list from dynamic collection
+        var encoderNames = TextEncoders.Select(e => e.SelectedModel?.RelativePath).ToList();
+
         return SerializeModel(
             new ModelCardModel
             {
@@ -253,14 +466,21 @@ public override JsonObject SaveStateToJsonObject()
                 IsClipSkipEnabled = IsClipSkipEnabled,
                 IsExtraNetworksEnabled = IsExtraNetworksEnabled,
                 IsModelLoaderSelectionEnabled = IsModelLoaderSelectionEnabled,
-                SelectedClip1Name = SelectedClip1?.RelativePath,
-                SelectedClip2Name = SelectedClip2?.RelativePath,
-                SelectedClip3Name = SelectedClip3?.RelativePath,
-                SelectedClip4Name = SelectedClip4?.RelativePath,
+                // For backward compatibility, also save to legacy fields
+                SelectedClip1Name = encoderNames.ElementAtOrDefault(0),
+                SelectedClip2Name = encoderNames.ElementAtOrDefault(1),
+                SelectedClip3Name = encoderNames.ElementAtOrDefault(2),
+                SelectedClip4Name = encoderNames.ElementAtOrDefault(3),
+                // New field for dynamic encoders (for future proofing if > 4 encoders)
+                TextEncoderNames = encoderNames,
                 SelectedClipType = SelectedClipType,
+                SelectedDType = SelectedDType,
+                Shift = Shift,
                 IsClipModelSelectionEnabled = IsClipModelSelectionEnabled,
                 ModelLoader = SelectedModelLoader,
                 ShowRefinerOption = ShowRefinerOption,
+                IsAdvancedOptionsExpanded = IsAdvancedOptionsExpanded,
+                IsTextEncodersExpanded = IsTextEncodersExpanded,
                 ExtraNetworks = ExtraNetworksStackCardViewModel.SaveStateToJsonObject(),
             }
         );
@@ -271,64 +491,132 @@ public override void LoadStateFromJsonObject(JsonObject state)
     {
         var model = DeserializeModel<ModelCardModel>(state);
 
-        // uwu 123
-        // :thinknom:
-        // :thinkcode:
-        SelectedModelLoader = model.ModelLoader is ModelLoader.Gguf ? ModelLoader.Unet : model.ModelLoader;
+        // Set loading flag to prevent auto-adjustment of encoder count
+        isLoadingState = true;
 
-        if (SelectedModelLoader is ModelLoader.Unet)
+        try
         {
-            SelectedUnetModel = model.SelectedModelName is null
-                ? null
-                : ClientManager.UnetModels.FirstOrDefault(x => x.RelativePath == model.SelectedModelName);
-        }
-        else
-        {
-            SelectedModel = model.SelectedModelName is null
-                ? null
-                : ClientManager.Models.FirstOrDefault(x => x.RelativePath == model.SelectedModelName);
-        }
+            // uwu 123
+            // :thinknom:
+            // :thinkcode:
+            SelectedModelLoader =
+                model.ModelLoader is ModelLoader.Gguf ? ModelLoader.Unet : model.ModelLoader;
 
-        SelectedVae = model.SelectedVaeName is null
-            ? HybridModelFile.Default
-            : ClientManager.VaeModels.FirstOrDefault(x => x.RelativePath == model.SelectedVaeName);
+            if (SelectedModelLoader is ModelLoader.Unet)
+            {
+                SelectedUnetModel = model.SelectedModelName is null
+                    ? null
+                    : ClientManager.UnetModels.FirstOrDefault(x => x.RelativePath == model.SelectedModelName);
+            }
+            else
+            {
+                SelectedModel = model.SelectedModelName is null
+                    ? null
+                    : ClientManager.Models.FirstOrDefault(x => x.RelativePath == model.SelectedModelName);
+            }
 
-        SelectedRefiner = model.SelectedRefinerName is null
-            ? HybridModelFile.None
-            : ClientManager.Models.FirstOrDefault(x => x.RelativePath == model.SelectedRefinerName);
+            SelectedVae = model.SelectedVaeName is null
+                ? HybridModelFile.Default
+                : ClientManager.VaeModels.FirstOrDefault(x => x.RelativePath == model.SelectedVaeName);
 
-        SelectedClip1 = model.SelectedClip1Name is null
-            ? HybridModelFile.None
-            : ClientManager.ClipModels.FirstOrDefault(x => x.RelativePath == model.SelectedClip1Name);
+            SelectedRefiner = model.SelectedRefinerName is null
+                ? HybridModelFile.None
+                : ClientManager.Models.FirstOrDefault(x => x.RelativePath == model.SelectedRefinerName);
 
-        SelectedClip2 = model.SelectedClip2Name is null
-            ? HybridModelFile.None
-            : ClientManager.ClipModels.FirstOrDefault(x => x.RelativePath == model.SelectedClip2Name);
+            // Load encoder type first (needed for default encoder count)
+            SelectedClipType = model.SelectedClipType;
 
-        SelectedClip3 = model.SelectedClip3Name is null
-            ? HybridModelFile.None
-            : ClientManager.ClipModels.FirstOrDefault(x => x.RelativePath == model.SelectedClip3Name);
+            // Load text encoders from saved state
+            LoadTextEncodersFromModel(model);
 
-        SelectedClip4 = model.SelectedClip4Name is null
-            ? HybridModelFile.None
-            : ClientManager.ClipModels.FirstOrDefault(x => x.RelativePath == model.SelectedClip4Name);
+            SelectedDType = model.SelectedDType;
+            Shift = model.Shift;
+            ClipSkip = model.ClipSkip;
 
-        SelectedClipType = model.SelectedClipType;
+            IsVaeSelectionEnabled = model.IsVaeSelectionEnabled;
+            IsRefinerSelectionEnabled = model.IsRefinerSelectionEnabled;
+            ShowRefinerOption = model.ShowRefinerOption;
+            IsClipSkipEnabled = model.IsClipSkipEnabled;
+            IsExtraNetworksEnabled = model.IsExtraNetworksEnabled;
+            IsModelLoaderSelectionEnabled = model.IsModelLoaderSelectionEnabled;
+            IsClipModelSelectionEnabled = model.IsClipModelSelectionEnabled;
+            IsAdvancedOptionsExpanded = model.IsAdvancedOptionsExpanded;
+            IsTextEncodersExpanded = model.IsTextEncodersExpanded;
 
-        ClipSkip = model.ClipSkip;
+            if (model.ExtraNetworks is not null)
+            {
+                ExtraNetworksStackCardViewModel.LoadStateFromJsonObject(model.ExtraNetworks);
+            }
+        }
+        finally
+        {
+            isLoadingState = false;
+        }
+    }
 
-        IsVaeSelectionEnabled = model.IsVaeSelectionEnabled;
-        IsRefinerSelectionEnabled = model.IsRefinerSelectionEnabled;
-        ShowRefinerOption = model.ShowRefinerOption;
-        IsClipSkipEnabled = model.IsClipSkipEnabled;
-        IsExtraNetworksEnabled = model.IsExtraNetworksEnabled;
-        IsModelLoaderSelectionEnabled = model.IsModelLoaderSelectionEnabled;
-        IsClipModelSelectionEnabled = model.IsClipModelSelectionEnabled;
+    /// <summary>
+    /// Loads text encoders from the saved model state, supporting both new and legacy formats.
+    /// </summary>
+    private void LoadTextEncodersFromModel(ModelCardModel model)
+    {
+        TextEncoders.Clear();
 
-        if (model.ExtraNetworks is not null)
+        // Try new format first (TextEncoderNames list)
+        if (model.TextEncoderNames is { Count: > 0 })
+        {
+            for (var i = 0; i < model.TextEncoderNames.Count; i++)
+            {
+                var slot = new TextEncoderSlotViewModel(i + 1);
+                var encoderName = model.TextEncoderNames[i];
+                if (encoderName is not null)
+                {
+                    slot.SelectedModel = ClientManager.ClipModels.FirstOrDefault(x =>
+                        x.RelativePath == encoderName
+                    );
+                }
+                TextEncoders.Add(slot);
+            }
+        }
+        else
         {
-            ExtraNetworksStackCardViewModel.LoadStateFromJsonObject(model.ExtraNetworks);
+            // Fall back to legacy format (SelectedClip1-4)
+            var legacyNames = new[]
+            {
+                model.SelectedClip1Name,
+                model.SelectedClip2Name,
+                model.SelectedClip3Name,
+                model.SelectedClip4Name,
+            };
+
+            // Count how many legacy encoders were set (non-null)
+            var encoderCount = legacyNames.TakeWhile(n => n is not null).Count();
+
+            // Use at least the default count for the encoder type
+            var defaultCount = SelectedClipType switch
+            {
+                "flux" => 2,
+                "sd3" => 3,
+                "HiDream" => 4,
+                _ => 2,
+            };
+            encoderCount = Math.Max(encoderCount, defaultCount);
+
+            for (var i = 0; i < encoderCount; i++)
+            {
+                var slot = new TextEncoderSlotViewModel(i + 1);
+                var encoderName = legacyNames.ElementAtOrDefault(i);
+                if (encoderName is not null)
+                {
+                    slot.SelectedModel = ClientManager.ClipModels.FirstOrDefault(x =>
+                        x.RelativePath == encoderName
+                    );
+                }
+                TextEncoders.Add(slot);
+            }
         }
+
+        OnPropertyChanged(nameof(CanRemoveEncoder));
+        OnPropertyChanged(nameof(TextEncodersHeader));
     }
 
     /// <inheritdoc />
@@ -446,6 +734,80 @@ partial void OnSelectedModelChanged(HybridModelFile? value)
 
     partial void OnSelectedUnetModelChanged(HybridModelFile? value) => OnSelectedModelChanged(value);
 
+    partial void OnSelectedClipTypeChanged(string? value)
+    {
+        // When encoder type changes, set the default encoder count for that type
+        // But only if we're not loading state (to preserve user's custom encoder count)
+        if (!isLoadingState)
+        {
+            SetDefaultEncoderCount(preserveUserSelections: true);
+        }
+    }
+
+    /// <summary>
+    /// Flag to prevent auto-adjustment during state loading.
+    /// </summary>
+    private bool isLoadingState;
+
+    /// <summary>
+    /// Sets the default number of encoder slots based on the selected clip type.
+    /// </summary>
+    /// <param name="preserveUserSelections">If true, only adjust if no encoders have been configured yet.</param>
+    private void SetDefaultEncoderCount(bool preserveUserSelections = false)
+    {
+        // If preserving user selections and any encoder has a model selected, skip adjustment
+        if (preserveUserSelections && TextEncoders.Any(e => e.SelectedModel is { IsNone: false }))
+        {
+            return;
+        }
+
+        var targetCount = SelectedClipType switch
+        {
+            "flux" => 2,
+            "sd3" => 3,
+            "HiDream" => 4,
+            _ => 2, // Default to 2 for unknown types
+        };
+
+        // Add or remove encoders to match target count
+        while (TextEncoders.Count < targetCount)
+        {
+            TextEncoders.Add(new TextEncoderSlotViewModel(TextEncoders.Count + 1));
+        }
+
+        while (TextEncoders.Count > targetCount)
+        {
+            TextEncoders.RemoveAt(TextEncoders.Count - 1);
+        }
+
+        OnPropertyChanged(nameof(CanRemoveEncoder));
+    }
+
+    /// <summary>
+    /// Adds a new text encoder slot.
+    /// </summary>
+    [RelayCommand]
+    private void AddEncoder()
+    {
+        TextEncoders.Add(new TextEncoderSlotViewModel(TextEncoders.Count + 1));
+        OnPropertyChanged(nameof(CanRemoveEncoder));
+        OnPropertyChanged(nameof(TextEncodersHeader));
+    }
+
+    /// <summary>
+    /// Removes the last text encoder slot.
+    /// </summary>
+    [RelayCommand]
+    private void RemoveEncoder()
+    {
+        if (TextEncoders.Count > 1)
+        {
+            TextEncoders.RemoveAt(TextEncoders.Count - 1);
+            OnPropertyChanged(nameof(CanRemoveEncoder));
+            OnPropertyChanged(nameof(TextEncodersHeader));
+        }
+    }
+
     private void SetupStandaloneModelLoader(ModuleApplyStepEventArgs e)
     {
         if (SelectedModelLoader is ModelLoader.Unet && IsGguf)
@@ -658,6 +1020,13 @@ private void SetupClipLoaders(ModuleApplyStepEventArgs e)
             );
             e.Builder.Connections.Base.Clip = clipLoader.Output;
         }
+        else
+        {
+            // No valid encoders configured
+            throw new ValidationException(
+                "No text encoders configured. Please select at least one encoder model."
+            );
+        }
     }
 
     internal class ModelCardModel
@@ -665,11 +1034,19 @@ internal class ModelCardModel
         public string? SelectedModelName { get; init; }
         public string? SelectedRefinerName { get; init; }
         public string? SelectedVaeName { get; init; }
+
+        // Legacy encoder fields (for backward compatibility)
         public string? SelectedClip1Name { get; init; }
         public string? SelectedClip2Name { get; init; }
         public string? SelectedClip3Name { get; init; }
         public string? SelectedClip4Name { get; init; }
+
+        // New dynamic encoder list (supports any number of encoders)
+        public List<string?>? TextEncoderNames { get; init; }
+
         public string? SelectedClipType { get; init; }
+        public string? SelectedDType { get; init; }
+        public double Shift { get; init; } = 3.0;
         public ModelLoader ModelLoader { get; init; }
         public int ClipSkip { get; init; } = 1;
 
@@ -681,6 +1058,9 @@ internal class ModelCardModel
         public bool IsClipModelSelectionEnabled { get; init; }
         public bool ShowRefinerOption { get; init; }
 
+        public bool IsAdvancedOptionsExpanded { get; init; }
+        public bool IsTextEncodersExpanded { get; init; } = true;
+
         public JsonObject? ExtraNetworks { get; init; }
     }
 }
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/TextEncoderSlotViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/TextEncoderSlotViewModel.cs
new file mode 100644
index 000000000..033b686ee
--- /dev/null
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/TextEncoderSlotViewModel.cs
@@ -0,0 +1,40 @@
+using CommunityToolkit.Mvvm.ComponentModel;
+using StabilityMatrix.Avalonia.ViewModels.Base;
+using StabilityMatrix.Core.Models;
+
+namespace StabilityMatrix.Avalonia.ViewModels.Inference;
+
+/// <summary>
+/// Represents a single text encoder slot in the dynamic encoder list.
+/// </summary>
+public partial class TextEncoderSlotViewModel : ViewModelBase
+{
+    /// <summary>
+    /// 1-based index for display (Encoder 1, Encoder 2, etc.)
+    /// </summary>
+    [ObservableProperty]
+    private int index;
+
+    /// <summary>
+    /// Display label for this encoder slot.
+    /// </summary>
+    public string Label => $"Encoder {Index}";
+
+    /// <summary>
+    /// The selected CLIP/text encoder model.
+    /// </summary>
+    [ObservableProperty]
+    private HybridModelFile? selectedModel;
+
+    public TextEncoderSlotViewModel() { }
+
+    public TextEncoderSlotViewModel(int index)
+    {
+        Index = index;
+    }
+
+    partial void OnIndexChanged(int value)
+    {
+        OnPropertyChanged(nameof(Label));
+    }
+}
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/WanModelCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/WanModelCardViewModel.cs
index dfdf885f3..f7e33939d 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/WanModelCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/WanModelCardViewModel.cs
@@ -1,5 +1,7 @@
 using System.ComponentModel.DataAnnotations;
 using CommunityToolkit.Mvvm.ComponentModel;
+using CommunityToolkit.Mvvm.Input;
+using FluentAvalonia.UI.Controls;
 using Injectio.Attributes;
 using StabilityMatrix.Avalonia.Controls;
 using StabilityMatrix.Avalonia.Languages;
@@ -7,6 +9,7 @@
 using StabilityMatrix.Avalonia.Models.Inference;
 using StabilityMatrix.Avalonia.Services;
 using StabilityMatrix.Avalonia.ViewModels.Base;
+using StabilityMatrix.Avalonia.ViewModels.Dialogs;
 using StabilityMatrix.Avalonia.ViewModels.Inference.Modules;
 using StabilityMatrix.Core.Attributes;
 using StabilityMatrix.Core.Models;
@@ -51,6 +54,76 @@ IServiceManager<ViewModelBase> vmFactory
 
     public List<string> WeightDTypes { get; set; } = ["default", "fp8_e4m3fn", "fp8_e4m3fn_fast", "fp8_e5m2"];
 
+    [RelayCommand]
+    private async Task OpenModelPickerAsync()
+    {
+        using var pickerScope = vmFactory.CreateScope();
+        var pickerVm = pickerScope.ServiceManager.Get<ModelPickerDialogViewModel>();
+        pickerVm.Title = "Select Model";
+        // WanModelCard only uses UNet models
+        pickerVm.Source = ModelPickerSource.CheckpointAndUnet;
+        pickerVm.ShowUnetsOnly = true;
+
+        if (await pickerVm.GetDialog().ShowAsync() == ContentDialogResult.Primary)
+        {
+            if (pickerVm.SelectedModel is { } selected)
+            {
+                SelectedModel = selected;
+            }
+        }
+    }
+
+    [RelayCommand]
+    private async Task OpenVaePickerAsync()
+    {
+        using var pickerScope = vmFactory.CreateScope();
+        var pickerVm = pickerScope.ServiceManager.Get<ModelPickerDialogViewModel>();
+        pickerVm.Title = "Select VAE";
+        pickerVm.Source = ModelPickerSource.Vae;
+
+        if (await pickerVm.GetDialog().ShowAsync() == ContentDialogResult.Primary)
+        {
+            if (pickerVm.SelectedModel is { } selected)
+            {
+                SelectedVae = selected;
+            }
+        }
+    }
+
+    [RelayCommand]
+    private async Task OpenClipPickerAsync()
+    {
+        using var pickerScope = vmFactory.CreateScope();
+        var pickerVm = pickerScope.ServiceManager.Get<ModelPickerDialogViewModel>();
+        pickerVm.Title = "Select Text Encoder";
+        pickerVm.Source = ModelPickerSource.Clip;
+
+        if (await pickerVm.GetDialog().ShowAsync() == ContentDialogResult.Primary)
+        {
+            if (pickerVm.SelectedModel is { } selected)
+            {
+                SelectedClipModel = selected;
+            }
+        }
+    }
+
+    [RelayCommand]
+    private async Task OpenClipVisionPickerAsync()
+    {
+        using var pickerScope = vmFactory.CreateScope();
+        var pickerVm = pickerScope.ServiceManager.Get<ModelPickerDialogViewModel>();
+        pickerVm.Title = "Select CLIP Vision";
+        pickerVm.Source = ModelPickerSource.ClipVision;
+
+        if (await pickerVm.GetDialog().ShowAsync() == ContentDialogResult.Primary)
+        {
+            if (pickerVm.SelectedModel is { } selected)
+            {
+                SelectedClipVisionModel = selected;
+            }
+        }
+    }
+
     public async Task<bool> ValidateModel()
     {
         if (SelectedModel == null)
@@ -106,7 +179,7 @@ public void ApplyStep(ModuleApplyStepEventArgs e)
                 {
                     Name = e.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.UnetLoaderGGUF)),
                     UnetName =
-                        SelectedModel?.RelativePath ?? throw new ValidationException("Model not selected")
+                        SelectedModel?.RelativePath ?? throw new ValidationException("Model not selected"),
                 }
             );
         }
@@ -118,7 +191,7 @@ public void ApplyStep(ModuleApplyStepEventArgs e)
                     Name = e.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.UNETLoader)),
                     UnetName =
                         SelectedModel?.RelativePath ?? throw new ValidationException("Model not selected"),
-                    WeightDtype = SelectedDType ?? "fp8_e4m3fn_fast"
+                    WeightDtype = SelectedDType ?? "fp8_e4m3fn_fast",
                 }
             );
         }
@@ -128,7 +201,7 @@ public void ApplyStep(ModuleApplyStepEventArgs e)
             {
                 Name = e.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.ModelSamplingSD3)),
                 Model = modelLoader.Output,
-                Shift = Shift
+                Shift = Shift,
             }
         );
 
@@ -141,7 +214,7 @@ public void ApplyStep(ModuleApplyStepEventArgs e)
                 ClipName =
                     SelectedClipModel?.RelativePath
                     ?? throw new ValidationException("No Clip Model Selected"),
-                Type = "wan"
+                Type = "wan",
             }
         );
 
@@ -151,7 +224,7 @@ public void ApplyStep(ModuleApplyStepEventArgs e)
             new ComfyNodeBuilder.VAELoader
             {
                 Name = e.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.VAELoader)),
-                VaeName = SelectedVae?.RelativePath ?? throw new ValidationException("No VAE Selected")
+                VaeName = SelectedVae?.RelativePath ?? throw new ValidationException("No VAE Selected"),
             }
         );
         e.Builder.Connections.Base.VAE = vaeLoader.Output;
@@ -171,7 +244,7 @@ public void ApplyStep(ModuleApplyStepEventArgs e)
                 Name = e.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.CLIPVisionLoader)),
                 ClipName =
                     SelectedClipVisionModel?.RelativePath
-                    ?? throw new ValidationException("No Clip Vision Model Selected")
+                    ?? throw new ValidationException("No Clip Vision Model Selected"),
             }
         );
 
@@ -191,10 +264,9 @@ public void LoadStateFromParameters(GenerationParameters parameters)
         // First try hash match
         if (parameters.ModelHash is not null)
         {
-            model = currentModels.FirstOrDefault(
-                m =>
-                    m.Local?.ConnectedModelInfo?.Hashes.SHA256 is { } sha256
-                    && sha256.StartsWith(parameters.ModelHash, StringComparison.InvariantCultureIgnoreCase)
+            model = currentModels.FirstOrDefault(m =>
+                m.Local?.ConnectedModelInfo?.Hashes.SHA256 is { } sha256
+                && sha256.StartsWith(parameters.ModelHash, StringComparison.InvariantCultureIgnoreCase)
             );
         }
         else
@@ -215,7 +287,7 @@ public GenerationParameters SaveStateToParameters(GenerationParameters parameter
         return parameters with
         {
             ModelName = SelectedModel?.FileName,
-            ModelHash = SelectedModel?.Local?.ConnectedModelInfo?.Hashes.SHA256
+            ModelHash = SelectedModel?.Local?.ConnectedModelInfo?.Hashes.SHA256,
         };
     }
 }
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/ModelPickerDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/ModelPickerDialog.axaml
new file mode 100644
index 000000000..73438483e
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/ModelPickerDialog.axaml
@@ -0,0 +1,579 @@
+<controls:UserControlBase
+    x:Class="StabilityMatrix.Avalonia.Views.Dialogs.ModelPickerDialog"
+    xmlns="https://github.com/avaloniaui"
+    xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+    xmlns:checkpointManager="clr-namespace:StabilityMatrix.Avalonia.ViewModels.CheckpointManager"
+    xmlns:controls="clr-namespace:StabilityMatrix.Avalonia.Controls"
+    xmlns:converters="clr-namespace:StabilityMatrix.Avalonia.Converters"
+    xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
+    xmlns:dialogs="clr-namespace:StabilityMatrix.Avalonia.ViewModels.Dialogs"
+    xmlns:fluentIcons="clr-namespace:FluentIcons.Avalonia.Fluent;assembly=FluentIcons.Avalonia.Fluent"
+    xmlns:labs="clr-namespace:Avalonia.Labs.Controls;assembly=Avalonia.Labs.Controls"
+    xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
+    xmlns:mocks="clr-namespace:StabilityMatrix.Avalonia.DesignData"
+    xmlns:models="clr-namespace:StabilityMatrix.Core.Models;assembly=StabilityMatrix.Core"
+    xmlns:sg="clr-namespace:SpacedGridControl.Avalonia;assembly=SpacedGridControl.Avalonia"
+    xmlns:ui="using:FluentAvalonia.UI.Controls"
+    xmlns:vendorLabs="clr-namespace:StabilityMatrix.Avalonia.Controls.VendorLabs"
+    x:Name="Root"
+    d:DataContext="{x:Static mocks:DesignData.ModelPickerDialogViewModel}"
+    d:DesignHeight="600"
+    d:DesignWidth="800"
+    x:DataType="dialogs:ModelPickerDialogViewModel"
+    mc:Ignorable="d">
+
+    <controls:UserControlBase.Resources>
+        <converters:FileUriConverter x:Key="FileUriConverter" />
+        <converters:FileExistsConverter x:Key="FileExistsConverter" />
+        <converters:FileNotExistsConverter x:Key="FileNotExistsConverter" />
+        <converters:EnumToBooleanConverter x:Key="EnumToBooleanConverter" />
+        <converters:ModelPickerNsfwOverlayVisibilityConverter x:Key="ModelPickerNsfwOverlayVisibilityConverter" />
+        <converters:ObjectEqualsConverter x:Key="ObjectEqualsConverter" />
+    </controls:UserControlBase.Resources>
+
+    <controls:UserControlBase.Styles>
+        <!--  Wider scrollbar for easier grabbing  -->
+        <Style Selector="ListBox ScrollViewer">
+            <Style Selector="^ /template/ ScrollBar">
+                <Setter Property="Margin" Value="2" />
+            </Style>
+            <Style Selector="^ /template/ ScrollBar:vertical">
+                <Setter Property="Width" Value="14" />
+            </Style>
+            <Style Selector="^ /template/ ScrollBar:vertical /template/ Thumb">
+                <Setter Property="MinWidth" Value="10" />
+            </Style>
+        </Style>
+        <Style Selector="ListBoxItem">
+            <Setter Property="HorizontalContentAlignment" Value="Stretch" />
+        </Style>
+        <Style Selector="Border.model-list-card:pointerover">
+            <Setter Property="Background" Value="{DynamicResource ControlFillColorSecondaryBrush}" />
+        </Style>
+        <Style Selector="ListBoxItem:selected Border.model-list-card">
+            <Setter Property="Background" Value="{DynamicResource ControlFillColorSecondaryBrush}" />
+        </Style>
+        <Style Selector="ToggleButton.model-view-toggle:checked">
+            <Setter Property="Foreground" Value="{DynamicResource AccentButtonForeground}" />
+        </Style>
+        <Style Selector="ToggleButton.model-view-toggle:pointerover:checked">
+            <Setter Property="Foreground" Value="{DynamicResource AccentButtonForegroundPointerOver}" />
+        </Style>
+        <Style Selector="ToggleButton.model-view-toggle:pressed:checked">
+            <Setter Property="Foreground" Value="{DynamicResource AccentButtonForegroundPressed}" />
+        </Style>
+        <Style Selector="ToggleButton.model-view-toggle PathIcon">
+            <Setter Property="Foreground" Value="{DynamicResource TextFillColorSecondaryBrush}" />
+        </Style>
+        <Style Selector="ToggleButton.model-view-toggle:checked PathIcon">
+            <Setter Property="Foreground" Value="#151515" />
+        </Style>
+        <Style Selector="ToggleButton.model-view-toggle:pointerover:checked PathIcon">
+            <Setter Property="Foreground" Value="#151515" />
+        </Style>
+        <Style Selector="ToggleButton.model-view-toggle:pressed:checked PathIcon">
+            <Setter Property="Foreground" Value="#151515" />
+        </Style>
+
+        <Style Selector="Border.model-grid-card">
+            <Setter Property="BorderBrush" Value="Transparent" />
+            <Setter Property="BorderThickness" Value="1" />
+            <Setter Property="Background" Value="Transparent" />
+        </Style>
+        <Style Selector="Border.model-grid-card:pointerover">
+            <Setter Property="Background" Value="{DynamicResource ControlFillColorSecondaryBrush}" />
+        </Style>
+    </controls:UserControlBase.Styles>
+
+    <sg:SpacedGrid RowDefinitions="Auto,Auto,Auto,*,Auto" RowSpacing="12">
+        <!--  Title  -->
+        <TextBlock
+            Margin="0,0,0,4"
+            Text="{Binding Title}"
+            Theme="{DynamicResource TitleTextBlockStyle}" />
+
+        <!--  Search Box  -->
+        <TextBox
+            x:Name="SearchBox"
+            Grid.Row="1"
+            Text="{Binding SearchText, Mode=TwoWay}"
+            Watermark="Search name, base model, tags...">
+            <TextBox.InnerLeftContent>
+                <fluentIcons:SymbolIcon
+                    Margin="8,0,4,0"
+                    FontSize="16"
+                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                    Symbol="Search" />
+            </TextBox.InnerLeftContent>
+        </TextBox>
+
+        <!--  Filter Row  -->
+        <Grid
+            Grid.Row="2"
+            ColumnDefinitions="*,Auto,Auto"
+            ColumnSpacing="12">
+            <StackPanel
+                Grid.Column="0"
+                Orientation="Horizontal"
+                Spacing="8">
+                <!--  Type Filters (only for Checkpoint+UNet source)  -->
+                <ToggleButton
+                    Content="Checkpoints"
+                    IsChecked="{Binding ShowCheckpointsOnly}"
+                    IsVisible="{Binding ShowFolderTypeFilters}"
+                    ToolTip.Tip="Show only AIO checkpoint models" />
+                <ToggleButton
+                    Content="Diffusion Models"
+                    IsChecked="{Binding ShowUnetsOnly}"
+                    IsVisible="{Binding ShowFolderTypeFilters}"
+                    ToolTip.Tip="Show only UNet/diffusion models" />
+                <!--  Base Model Filter Button  -->
+                <Button
+                    Height="32"
+                    VerticalAlignment="Stretch"
+                    VerticalContentAlignment="Center"
+                    BorderBrush="{DynamicResource ComboBoxBorderBrush}"
+                    BorderThickness="1">
+                    <Button.Content>
+                        <Grid HorizontalAlignment="Stretch" ColumnDefinitions="Auto,8,Auto">
+                            <TextBlock Text="{Binding FilterButtonText}" />
+                            <ui:SymbolIcon
+                                Grid.Column="2"
+                                VerticalAlignment="Center"
+                                FontSize="12"
+                                Foreground="{DynamicResource TextFillColorSecondary}"
+                                Symbol="ChevronDown" />
+                        </Grid>
+                    </Button.Content>
+                    <Button.Flyout>
+                        <Flyout Placement="BottomEdgeAlignedLeft">
+                            <StackPanel
+                                MaxWidth="400"
+                                Orientation="Vertical"
+                                Spacing="8">
+                                <Button
+                                    HorizontalAlignment="Stretch"
+                                    Classes="transparent"
+                                    Command="{Binding ClearOrSelectAllBaseModelsCommand}"
+                                    Content="Clear / Select All" />
+                                <ui:ItemsRepeater ItemsSource="{Binding BaseModelOptions}">
+                                    <ui:ItemsRepeater.Layout>
+                                        <ui:FlowLayout
+                                            LineAlignment="Center"
+                                            MinColumnSpacing="4"
+                                            MinRowSpacing="4"
+                                            Orientation="Horizontal" />
+                                    </ui:ItemsRepeater.Layout>
+                                    <ui:ItemsRepeater.ItemTemplate>
+                                        <DataTemplate DataType="{x:Type checkpointManager:BaseModelOptionViewModel}">
+                                            <ToggleButton Content="{Binding ModelType}" IsChecked="{Binding IsSelected}" />
+                                        </DataTemplate>
+                                    </ui:ItemsRepeater.ItemTemplate>
+                                </ui:ItemsRepeater>
+                            </StackPanel>
+                        </Flyout>
+                    </Button.Flyout>
+                </Button>
+
+                <!--  Clear All Filters  -->
+                <Button
+                    Padding="8,6"
+                    Command="{Binding ClearFiltersCommand}"
+                    IsVisible="{Binding HasActiveFilters}"
+                    ToolTip.Tip="Clear all filters">
+                    <fluentIcons:SymbolIcon FontSize="14" Symbol="Dismiss" />
+                </Button>
+            </StackPanel>
+
+            <ToggleSwitch
+                Grid.Column="1"
+                VerticalAlignment="Center"
+                IsChecked="{Binding ShowNsfwContent}"
+                OffContent="NSFW Content"
+                OnContent="NSFW Content"
+                ToolTip.Tip="Show models marked as adult/NSFW" />
+
+            <Grid Grid.Column="2" ColumnDefinitions="Auto,Auto">
+                <ToggleButton
+                    Grid.Column="0"
+                    Padding="10,6"
+                    Classes="model-view-toggle"
+                    CornerRadius="8,0,0,8"
+                    IsChecked="{Binding !IsGridView}"
+                    ToolTip.Tip="List view">
+                    <StackPanel Orientation="Horizontal" Spacing="6">
+                        <PathIcon
+                            Width="14"
+                            Height="14"
+                            Data="M3 4H7V8H3Z M9 5H21V7H9Z M3 10H7V14H3Z M9 11H21V13H9Z M3 16H7V20H3Z M9 17H21V19H9Z" />
+                        <TextBlock Text="List" />
+                    </StackPanel>
+                </ToggleButton>
+                <ToggleButton
+                    Grid.Column="1"
+                    Padding="10,6"
+                    Classes="model-view-toggle"
+                    CornerRadius="0,8,8,0"
+                    IsChecked="{Binding IsGridView}"
+                    ToolTip.Tip="Grid view">
+                    <StackPanel Orientation="Horizontal" Spacing="6">
+                        <PathIcon
+                            Width="14"
+                            Height="14"
+                            Data="M4 4H10V10H4Z M14 4H20V10H14Z M4 14H10V20H4Z M14 14H20V20H14Z" />
+                        <TextBlock Text="Grid" />
+                    </StackPanel>
+                </ToggleButton>
+            </Grid>
+        </Grid>
+
+        <!--  Model List  -->
+        <Border
+            Grid.Row="3"
+            BorderBrush="{DynamicResource ControlStrokeColorDefaultBrush}"
+            BorderThickness="1"
+            CornerRadius="4">
+            <Grid>
+                <ListBox
+                    HorizontalAlignment="Stretch"
+                    ItemsSource="{Binding FilteredModels}"
+                    ScrollViewer.HorizontalScrollBarVisibility="Disabled"
+                    SelectedItem="{Binding SelectedModel}"
+                    SelectionMode="Single">
+                    <ListBox.IsVisible>
+                        <MultiBinding Converter="{x:Static BoolConverters.And}">
+                            <Binding Path="!IsGridView" />
+                            <Binding Path="HasFilteredModels" />
+                        </MultiBinding>
+                    </ListBox.IsVisible>
+                    <ListBox.ItemTemplate>
+                        <DataTemplate x:DataType="models:HybridModelFile">
+                            <Border
+                                Margin="2"
+                                Padding="8"
+                                Background="Transparent"
+                                CornerRadius="4"
+                                Cursor="Hand">
+                                <Border.HorizontalAlignment>Stretch</Border.HorizontalAlignment>
+                                <sg:SpacedGrid ColumnDefinitions="Auto,*,120" ColumnSpacing="12">
+                                    <!--  Thumbnail  -->
+                                    <vendorLabs:BetterAsyncImage
+                                        x:Name="ListPreviewImage"
+                                        Width="48"
+                                        Height="48"
+                                        CornerRadius="6"
+                                        IsVisible="{Binding Local.PreviewImageFullPathGlobal, Converter={StaticResource FileExistsConverter}, FallbackValue=False}"
+                                        RenderOptions.BitmapInterpolationMode="HighQuality"
+                                        Source="{Binding Local.PreviewImageFullPathGlobal, Converter={StaticResource FileUriConverter}, FallbackValue=''}"
+                                        Stretch="UniformToFill" />
+
+                                    <!--  Placeholder when no image  -->
+                                    <Border
+                                        Width="48"
+                                        Height="48"
+                                        Background="{DynamicResource ControlFillColorSecondaryBrush}"
+                                        CornerRadius="6">
+                                        <Border.IsVisible>
+                                            <MultiBinding Converter="{x:Static BoolConverters.Or}">
+                                                <Binding Converter="{StaticResource FileNotExistsConverter}" Path="Local.PreviewImageFullPathGlobal" />
+                                                <Binding
+                                                    Converter="{StaticResource EnumToBooleanConverter}"
+                                                    ConverterParameter="{x:Static labs:AsyncImageState.Failed}"
+                                                    ElementName="ListPreviewImage"
+                                                    Path="State" />
+                                            </MultiBinding>
+                                        </Border.IsVisible>
+                                        <fluentIcons:SymbolIcon
+                                            FontSize="20"
+                                            Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                            Symbol="Image" />
+                                    </Border>
+                                    <Border
+                                        Width="48"
+                                        Height="48"
+                                        Background="{DynamicResource SolidBackgroundFillColorBaseBrush}"
+                                        CornerRadius="6">
+                                        <Border.IsVisible>
+                                            <MultiBinding Converter="{StaticResource ModelPickerNsfwOverlayVisibilityConverter}">
+                                                <Binding ElementName="Root" Path="DataContext.ShowNsfwContent" />
+                                                <Binding Path="Local.ConnectedModelInfo.Nsfw" />
+                                                <Binding Path="Local.PreviewImageFullPathGlobal" />
+                                                <Binding ElementName="ListPreviewImage" Path="State" />
+                                            </MultiBinding>
+                                        </Border.IsVisible>
+                                        <TextBlock
+                                            HorizontalAlignment="Center"
+                                            VerticalAlignment="Center"
+                                            FontSize="10"
+                                            FontWeight="SemiBold"
+                                            Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                            Text="NSFW" />
+                                    </Border>
+
+                                    <!--  Model Info  -->
+                                    <Grid
+                                        Grid.Column="1"
+                                        Width="460"
+                                        MinWidth="0"
+                                        MaxWidth="460"
+                                        VerticalAlignment="Center"
+                                        RowDefinitions="Auto,Auto,Auto"
+                                        RowSpacing="2">
+                                        <TextBlock
+                                            FontWeight="SemiBold"
+                                            Text="{Binding Local.DisplayModelName, FallbackValue=''}"
+                                            TextTrimming="CharacterEllipsis"
+                                            TextWrapping="NoWrap" />
+                                        <TextBlock
+                                            Grid.Row="1"
+                                            FontSize="12"
+                                            Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                            Text="{Binding Local.DisplayModelVersion, FallbackValue=''}"
+                                            TextTrimming="CharacterEllipsis"
+                                            TextWrapping="NoWrap" />
+                                        <TextBlock
+                                            Grid.Row="2"
+                                            FontSize="11"
+                                            Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                            Text="{Binding FileName}"
+                                            TextTrimming="CharacterEllipsis"
+                                            TextWrapping="NoWrap" />
+                                    </Grid>
+
+                                    <!--  Badges  -->
+                                    <StackPanel
+                                        Grid.Column="2"
+                                        Width="120"
+                                        HorizontalAlignment="Right"
+                                        VerticalAlignment="Center"
+                                        Orientation="Horizontal"
+                                        Spacing="6">
+                                        <!--  Base Model Badge  -->
+                                        <Label
+                                            MinHeight="0"
+                                            Padding="8,2"
+                                            Classes="Circle LightBlue"
+                                            Content="{Binding Local.ConnectedModelInfo.BaseModel, FallbackValue=''}"
+                                            FontSize="11"
+                                            FontWeight="SemiBold"
+                                            IsVisible="{Binding Local.ConnectedModelInfo.BaseModel, Converter={x:Static StringConverters.IsNotNullOrEmpty}, FallbackValue=False}"
+                                            Theme="{StaticResource TagLabel}" />
+                                    </StackPanel>
+                                </sg:SpacedGrid>
+
+                                <Interaction.Behaviors>
+                                    <EventTriggerBehavior EventName="DoubleTapped">
+                                        <InvokeCommandAction Command="{Binding $parent[controls:UserControlBase].((dialogs:ModelPickerDialogViewModel)DataContext).SelectModelCommand}" CommandParameter="{Binding}" />
+                                    </EventTriggerBehavior>
+                                </Interaction.Behaviors>
+                            </Border>
+                        </DataTemplate>
+                    </ListBox.ItemTemplate>
+                </ListBox>
+
+                <ScrollViewer HorizontalContentAlignment="Center" HorizontalScrollBarVisibility="Disabled">
+                    <ScrollViewer.IsVisible>
+                        <MultiBinding Converter="{x:Static BoolConverters.And}">
+                            <Binding Path="IsGridView" />
+                            <Binding Path="HasFilteredModels" />
+                        </MultiBinding>
+                    </ScrollViewer.IsVisible>
+                    <ItemsRepeater
+                        HorizontalAlignment="Center"
+                        HorizontalCacheLength="300"
+                        ItemsSource="{Binding FilteredModels}"
+                        VerticalCacheLength="500">
+                        <ItemsRepeater.Layout>
+                            <UniformGridLayout
+                                ItemsJustification="SpaceAround"
+                                ItemsStretch="None"
+                                MinColumnSpacing="12"
+                                MinItemWidth="188"
+                                MinRowSpacing="10" />
+                        </ItemsRepeater.Layout>
+                        <ItemsRepeater.ItemTemplate>
+                            <DataTemplate x:DataType="models:HybridModelFile">
+                                <Border
+                                    Width="188"
+                                    Padding="8"
+                                    Classes="model-grid-card"
+                                    CornerRadius="6"
+                                    Cursor="Hand">
+                                    <Grid RowDefinitions="188,Auto" RowSpacing="8">
+                                        <vendorLabs:BetterAsyncImage
+                                            x:Name="GridPreviewImage"
+                                            Grid.Row="0"
+                                            CornerRadius="6"
+                                            IsVisible="{Binding Local.PreviewImageFullPathGlobal, Converter={StaticResource FileExistsConverter}, FallbackValue=False}"
+                                            RenderOptions.BitmapInterpolationMode="HighQuality"
+                                            Source="{Binding Local.PreviewImageFullPathGlobal, Converter={StaticResource FileUriConverter}, FallbackValue=''}"
+                                            Stretch="UniformToFill" />
+                                        <Border
+                                            Grid.Row="0"
+                                            Background="{DynamicResource ControlFillColorSecondaryBrush}"
+                                            CornerRadius="6">
+                                            <Border.IsVisible>
+                                                <MultiBinding Converter="{x:Static BoolConverters.Or}">
+                                                    <Binding Converter="{StaticResource FileNotExistsConverter}" Path="Local.PreviewImageFullPathGlobal" />
+                                                    <Binding
+                                                        Converter="{StaticResource EnumToBooleanConverter}"
+                                                        ConverterParameter="{x:Static labs:AsyncImageState.Failed}"
+                                                        ElementName="GridPreviewImage"
+                                                        Path="State" />
+                                                </MultiBinding>
+                                            </Border.IsVisible>
+                                            <fluentIcons:SymbolIcon
+                                                FontSize="24"
+                                                Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                Symbol="Image" />
+                                        </Border>
+                                        <Border
+                                            Grid.Row="0"
+                                            Background="{DynamicResource SolidBackgroundFillColorBaseBrush}"
+                                            CornerRadius="6">
+                                            <Border.IsVisible>
+                                                <MultiBinding Converter="{StaticResource ModelPickerNsfwOverlayVisibilityConverter}">
+                                                    <Binding ElementName="Root" Path="DataContext.ShowNsfwContent" />
+                                                    <Binding Path="Local.ConnectedModelInfo.Nsfw" />
+                                                    <Binding Path="Local.PreviewImageFullPathGlobal" />
+                                                    <Binding ElementName="GridPreviewImage" Path="State" />
+                                                </MultiBinding>
+                                            </Border.IsVisible>
+                                            <StackPanel
+                                                Margin="10"
+                                                HorizontalAlignment="Center"
+                                                VerticalAlignment="Center"
+                                                Spacing="4">
+                                                <fluentIcons:SymbolIcon
+                                                    HorizontalAlignment="Center"
+                                                    FontSize="20"
+                                                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                                    Symbol="Image" />
+                                                <TextBlock
+                                                    HorizontalAlignment="Center"
+                                                    FontSize="11"
+                                                    FontWeight="SemiBold"
+                                                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                                    Text="NSFW Hidden" />
+                                                <TextBlock
+                                                    MaxWidth="160"
+                                                    HorizontalAlignment="Center"
+                                                    FontSize="11"
+                                                    Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                    MaxLines="2"
+                                                    Text="{Binding Local.DisplayModelName, FallbackValue=''}"
+                                                    TextAlignment="Center"
+                                                    TextTrimming="CharacterEllipsis" />
+                                            </StackPanel>
+                                        </Border>
+                                        <!--  Selection indicator  -->
+                                        <Border
+                                            Grid.Row="0"
+                                            BorderBrush="{DynamicResource AccentFillColorDefaultBrush}"
+                                            BorderThickness="3"
+                                            CornerRadius="6"
+                                            IsHitTestVisible="False">
+                                            <Border.IsVisible>
+                                                <MultiBinding Converter="{StaticResource ObjectEqualsConverter}">
+                                                    <Binding />
+                                                    <Binding ElementName="Root" Path="DataContext.SelectedModel" />
+                                                </MultiBinding>
+                                            </Border.IsVisible>
+                                        </Border>
+                                        <StackPanel Grid.Row="1" Spacing="4">
+                                            <TextBlock
+                                                FontWeight="SemiBold"
+                                                MaxLines="2"
+                                                Text="{Binding Local.DisplayModelName, FallbackValue=''}"
+                                                TextTrimming="CharacterEllipsis"
+                                                TextWrapping="Wrap" />
+                                            <TextBlock
+                                                FontSize="12"
+                                                Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                                MaxLines="1"
+                                                Text="{Binding Local.DisplayModelVersion, FallbackValue=''}"
+                                                TextTrimming="CharacterEllipsis" />
+                                            <Label
+                                                MinHeight="0"
+                                                Padding="8,2"
+                                                Classes="Circle LightBlue"
+                                                Content="{Binding Local.ConnectedModelInfo.BaseModel, FallbackValue=''}"
+                                                FontSize="11"
+                                                FontWeight="SemiBold"
+                                                IsVisible="{Binding Local.ConnectedModelInfo.BaseModel, Converter={x:Static StringConverters.IsNotNullOrEmpty}, FallbackValue=False}"
+                                                Theme="{StaticResource TagLabel}" />
+                                        </StackPanel>
+
+                                    </Grid>
+                                    <Interaction.Behaviors>
+                                        <EventTriggerBehavior EventName="Tapped">
+                                            <InvokeCommandAction Command="{Binding $parent[ItemsRepeater].((dialogs:ModelPickerDialogViewModel)DataContext).SetSelectedModelCommand}" CommandParameter="{Binding}" />
+                                        </EventTriggerBehavior>
+                                        <EventTriggerBehavior EventName="DoubleTapped">
+                                            <InvokeCommandAction Command="{Binding $parent[ItemsRepeater].((dialogs:ModelPickerDialogViewModel)DataContext).SelectModelCommand}" CommandParameter="{Binding}" />
+                                        </EventTriggerBehavior>
+                                    </Interaction.Behaviors>
+                                </Border>
+                            </DataTemplate>
+                        </ItemsRepeater.ItemTemplate>
+                    </ItemsRepeater>
+                </ScrollViewer>
+
+                <StackPanel
+                    Margin="0,18"
+                    HorizontalAlignment="Center"
+                    VerticalAlignment="Center"
+                    IsVisible="{Binding !HasFilteredModels}"
+                    Spacing="10">
+                    <TextBlock
+                        HorizontalAlignment="Center"
+                        FontSize="16"
+                        FontWeight="SemiBold"
+                        Text="No models match your filters" />
+                    <TextBlock
+                        HorizontalAlignment="Center"
+                        Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                        Text="Try a broader search, or clear your filters."
+                        TextAlignment="Center" />
+                    <Button
+                        HorizontalAlignment="Center"
+                        Command="{Binding ClearFiltersCommand}"
+                        Content="Clear Filters"
+                        IsVisible="{Binding HasActiveFilters}" />
+                </StackPanel>
+            </Grid>
+        </Border>
+
+        <!--  Footer  -->
+        <sg:SpacedGrid
+            Grid.Row="4"
+            ColumnDefinitions="*,Auto,Auto,Auto"
+            ColumnSpacing="8">
+            <StackPanel Spacing="2">
+                <TextBlock
+                    VerticalAlignment="Center"
+                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                    Text="{Binding FilteredModels.Count, StringFormat='{}{0} models'}" />
+                <TextBlock
+                    FontSize="11"
+                    Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                    Text="Tips: Double-click or Enter to select, Ctrl+F to search, Esc to close." />
+            </StackPanel>
+
+            <Button
+                Grid.Column="2"
+                MinWidth="80"
+                Command="{Binding OnCloseButtonClick}"
+                Content="Cancel" />
+
+            <Button
+                Grid.Column="3"
+                MinWidth="80"
+                Classes="accent"
+                Command="{Binding SelectModelCommand}"
+                CommandParameter="{Binding SelectedModel}"
+                Content="Select"
+                IsEnabled="{Binding SelectedModel, Converter={x:Static ObjectConverters.IsNotNull}}" />
+        </sg:SpacedGrid>
+    </sg:SpacedGrid>
+</controls:UserControlBase>
\ No newline at end of file
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/ModelPickerDialog.axaml.cs b/StabilityMatrix.Avalonia/Views/Dialogs/ModelPickerDialog.axaml.cs
new file mode 100644
index 000000000..d08c2403f
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/ModelPickerDialog.axaml.cs
@@ -0,0 +1,48 @@
+using System.Linq;
+using Avalonia.Input;
+using Injectio.Attributes;
+using StabilityMatrix.Avalonia.Controls;
+using StabilityMatrix.Avalonia.ViewModels.Dialogs;
+
+namespace StabilityMatrix.Avalonia.Views.Dialogs;
+
+[RegisterTransient<ModelPickerDialog>]
+public partial class ModelPickerDialog : UserControlBase
+{
+    public ModelPickerDialog()
+    {
+        InitializeComponent();
+        AddHandler(KeyDownEvent, InputElement_OnKeyDown, handledEventsToo: true);
+    }
+
+    private void InputElement_OnKeyDown(object? sender, KeyEventArgs e)
+    {
+        if (DataContext is not ModelPickerDialogViewModel viewModel)
+            return;
+
+        if (e.Key == Key.F && e.KeyModifiers.HasFlag(KeyModifiers.Control))
+        {
+            SearchBox?.Focus();
+            SearchBox?.SelectAll();
+            e.Handled = true;
+            return;
+        }
+
+        if (e.Key == Key.Escape)
+        {
+            viewModel.OnCloseButtonClick();
+            e.Handled = true;
+            return;
+        }
+
+        if (e.Key != Key.Enter || e.KeyModifiers != KeyModifiers.None)
+            return;
+
+        var modelToSelect = viewModel.SelectedModel ?? viewModel.FilteredModels.FirstOrDefault();
+        if (modelToSelect is null)
+            return;
+
+        viewModel.SelectModelCommand.Execute(modelToSelect);
+        e.Handled = true;
+    }
+}
diff --git a/StabilityMatrix.Core/Helper/Cache/LRUCache.cs b/StabilityMatrix.Core/Helper/Cache/LRUCache.cs
index 4d8ab850d..8964a9133 100644
--- a/StabilityMatrix.Core/Helper/Cache/LRUCache.cs
+++ b/StabilityMatrix.Core/Helper/Cache/LRUCache.cs
@@ -4,7 +4,8 @@
 namespace StabilityMatrix.Core.Helper.Cache;
 
 [SuppressMessage("ReSharper", "MemberCanBePrivate.Global")]
-public class LRUCache<TK,TV> where TK : notnull
+public class LRUCache<TK, TV>
+    where TK : notnull
 {
     private readonly int capacity;
     private readonly Dictionary<TK, LinkedListNode<LRUCacheItem<TK, TV>>> cacheMap = new();
@@ -27,7 +28,7 @@ public LRUCache(int capacity)
         }
         return default;
     }
-    
+
     public bool Get(TK key, out TV? value)
     {
         value = Get(key);
@@ -55,33 +56,43 @@ public void Add(TK key, TV val)
     [MethodImpl(MethodImplOptions.Synchronized)]
     public void Remove(TK key)
     {
-        if (!cacheMap.TryGetValue(key, out var node)) return;
-        
+        if (!cacheMap.TryGetValue(key, out var node))
+            return;
+
         lruList.Remove(node);
         cacheMap.Remove(key);
     }
 
+    [MethodImpl(MethodImplOptions.Synchronized)]
+    public void Clear()
+    {
+        cacheMap.Clear();
+        lruList.Clear();
+    }
+
     private void RemoveFirst()
     {
         // Remove from LRUPriority
         var node = lruList.First;
         lruList.RemoveFirst();
-        
-        if (node == null) return;
-        
+
+        if (node == null)
+            return;
+
         // Remove from cache
         cacheMap.Remove(node.Value.Key);
     }
 }
 
 // ReSharper disable once InconsistentNaming
-internal class LRUCacheItem<TK,TV>
+internal class LRUCacheItem<TK, TV>
 {
     public LRUCacheItem(TK k, TV v)
     {
         Key = k;
         Value = v;
     }
+
     public TK Key;
     public TV Value;
 }
diff --git a/StabilityMatrix.Core/Models/HybridModelFile.cs b/StabilityMatrix.Core/Models/HybridModelFile.cs
index 9348a6d15..03464db8d 100644
--- a/StabilityMatrix.Core/Models/HybridModelFile.cs
+++ b/StabilityMatrix.Core/Models/HybridModelFile.cs
@@ -230,4 +230,47 @@ public int GetHashCode(HybridModelFile obj)
 
     [JsonIgnore]
     public string SearchText => SortKey;
+
+    /// <summary>
+    /// Gets a detailed search text string that includes model name, version, filename, tags,
+    /// trained words, and other metadata for comprehensive search/filtering.
+    /// </summary>
+    [JsonIgnore]
+    public string DetailedSearchText
+    {
+        get
+        {
+            var terms = new List<string>
+            {
+                SearchText,
+                ShortDisplayName,
+                FileName,
+                RemoteName ?? string.Empty,
+                DownloadableResource?.FileName ?? string.Empty,
+                DownloadableResource?.RelativeDirectory ?? string.Empty,
+            };
+
+            if (Local is { } localModel)
+            {
+                terms.Add(localModel.DisplayModelName);
+                terms.Add(localModel.DisplayModelVersion);
+                terms.Add(localModel.DisplayModelFileName);
+                terms.Add(localModel.DisplayConfigFileName);
+
+                if (localModel.ConnectedModelInfo is { } connectedModel)
+                {
+                    terms.Add(connectedModel.BaseModel ?? string.Empty);
+                    terms.Add(connectedModel.ModelType.GetStringValue());
+
+                    if (connectedModel.Tags.Length > 0)
+                        terms.Add(string.Join(' ', connectedModel.Tags));
+
+                    if (connectedModel.TrainedWords is { Length: > 0 })
+                        terms.Add(string.Join(' ', connectedModel.TrainedWords));
+                }
+            }
+
+            return string.Join(' ', terms.Where(term => !string.IsNullOrWhiteSpace(term)));
+        }
+    }
 }
diff --git a/StabilityMatrix.Core/Models/Settings/ModelPickerFilterState.cs b/StabilityMatrix.Core/Models/Settings/ModelPickerFilterState.cs
new file mode 100644
index 000000000..82a88fec0
--- /dev/null
+++ b/StabilityMatrix.Core/Models/Settings/ModelPickerFilterState.cs
@@ -0,0 +1,9 @@
+namespace StabilityMatrix.Core.Models.Settings;
+
+public class ModelPickerFilterState
+{
+    public string SearchText { get; set; } = string.Empty;
+    public bool ShowCheckpointsOnly { get; set; }
+    public bool ShowUnetsOnly { get; set; }
+    public List<string> SelectedBaseModels { get; set; } = [];
+}
diff --git a/StabilityMatrix.Core/Models/Settings/Settings.cs b/StabilityMatrix.Core/Models/Settings/Settings.cs
index 1558037ff..423f5e025 100644
--- a/StabilityMatrix.Core/Models/Settings/Settings.cs
+++ b/StabilityMatrix.Core/Models/Settings/Settings.cs
@@ -252,6 +252,9 @@ public IReadOnlyDictionary<string, string> EnvironmentVariables
 
     public string? CivitModelBrowserFileNamePattern { get; set; }
 
+    public bool ModelPickerIsGridView { get; set; }
+    public Dictionary<string, ModelPickerFilterState> ModelPickerFilterStates { get; set; } = [];
+
     public int InferenceDimensionStepChange { get; set; } = 128;
 
     [JsonIgnore]
@@ -332,4 +335,6 @@ public static CultureInfo GetDefaultCulture()
 [JsonSerializable(typeof(string))]
 [JsonSerializable(typeof(LastDownloadLocationInfo))]
 [JsonSerializable(typeof(Dictionary<string, LastDownloadLocationInfo>))]
+[JsonSerializable(typeof(ModelPickerFilterState))]
+[JsonSerializable(typeof(Dictionary<string, ModelPickerFilterState>))]
 internal partial class SettingsSerializerContext : JsonSerializerContext;

From 8cfa5430dcf0dbbc47921e131356ee5390be2efa Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sat, 7 Feb 2026 18:32:57 -0800
Subject: [PATCH 072/218] Add undo functionality for layer operations and make
 layer management commands affect the clicked layer instead of currently
 selected layer

---
 .../Inference/RegionalPromptCard.axaml        |  16 +-
 .../Controls/Models/PenPath.cs                |  21 ++
 .../Models/Inference/MaskLayer.cs             |   1 +
 .../Dialogs/LayeredMaskEditorViewModel.cs     | 260 +++++++++++++-----
 .../Inference/Modules/RegionalPromptModule.cs |  21 +-
 .../Dialogs/LayeredMaskEditorDialog.axaml     |  58 +++-
 .../Dialogs/LayeredMaskEditorDialog.axaml.cs  |   9 +
 7 files changed, 302 insertions(+), 84 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Controls/Inference/RegionalPromptCard.axaml b/StabilityMatrix.Avalonia/Controls/Inference/RegionalPromptCard.axaml
index 6c8f0961d..151d5cd2f 100644
--- a/StabilityMatrix.Avalonia/Controls/Inference/RegionalPromptCard.axaml
+++ b/StabilityMatrix.Avalonia/Controls/Inference/RegionalPromptCard.axaml
@@ -56,15 +56,27 @@
                                                     Background="{Binding DisplayColorHex}"
                                                     CornerRadius="4" />
 
-                                                <!--  Prompt preview  -->
+                                                <!--  Prompt preview (paint layers only)  -->
                                                 <TextBox
                                                     Grid.Column="2"
+                                                    IsVisible="{Binding LayerType, Converter={x:Static ObjectConverters.Equal}, ConverterParameter={x:Static inference:MaskLayerType.Paint}}"
                                                     Text="{Binding Prompt}"
                                                     Watermark="Enter prompt for this layer..." />
 
-                                                <!--  Strength  -->
+                                                <!--  Reference label (image layers only)  -->
+                                                <TextBlock
+                                                    Grid.Column="2"
+                                                    VerticalAlignment="Center"
+                                                    FontSize="12"
+                                                    FontStyle="Italic"
+                                                    Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                    IsVisible="{Binding LayerType, Converter={x:Static ObjectConverters.Equal}, ConverterParameter={x:Static inference:MaskLayerType.Image}}"
+                                                    Text="Reference layer" />
+
+                                                <!--  Strength (paint layers only)  -->
                                                 <ui:NumberBox
                                                     Grid.Column="3"
+                                                    IsVisible="{Binding LayerType, Converter={x:Static ObjectConverters.Equal}, ConverterParameter={x:Static inference:MaskLayerType.Paint}}"
                                                     Maximum="10"
                                                     Minimum="0"
                                                     SimpleNumberFormat="F1"
diff --git a/StabilityMatrix.Avalonia/Controls/Models/PenPath.cs b/StabilityMatrix.Avalonia/Controls/Models/PenPath.cs
index dd369d162..877ded502 100644
--- a/StabilityMatrix.Avalonia/Controls/Models/PenPath.cs
+++ b/StabilityMatrix.Avalonia/Controls/Models/PenPath.cs
@@ -142,6 +142,19 @@ public override PenPath Read(ref Utf8JsonReader reader, Type typeToConvert, Json
                     penPath = penPath with { Feathering = (float)reader.GetDouble() };
                     break;
 
+                case "bitmapdata":
+                    var base64 = reader.GetString();
+                    if (!string.IsNullOrEmpty(base64))
+                    {
+                        var bytes = Convert.FromBase64String(base64);
+                        var bmp = SKBitmap.Decode(bytes);
+                        if (bmp is not null)
+                        {
+                            penPath = penPath with { BitmapData = bmp };
+                        }
+                    }
+                    break;
+
                 default:
                     reader.Skip();
                     break;
@@ -180,6 +193,14 @@ public override void Write(Utf8JsonWriter writer, PenPath value, JsonSerializerO
             writer.WriteString("points", compressedPoints);
         }
 
+        // Write bitmap data (for flood fill paths) as PNG base64
+        if (value.BitmapData is { } bitmap)
+        {
+            using var image = SKImage.FromBitmap(bitmap);
+            using var data = image.Encode(SKEncodedImageFormat.Png, 100);
+            writer.WriteString("bitmapData", Convert.ToBase64String(data.AsSpan()));
+        }
+
         writer.WriteEndObject();
     }
 }
diff --git a/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs b/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
index 8376630ea..92d990408 100644
--- a/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
+++ b/StabilityMatrix.Avalonia/Models/Inference/MaskLayer.cs
@@ -216,6 +216,7 @@ public partial class MaskLayer : ObservableObject, IJsonLoadableState
     /// Stored internally but serialized via ColorHex.
     /// </summary>
     [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(DisplayColorHex))]
     [property: JsonIgnore]
     private SKColor displayColor = MaskLayerColors.Red;
 
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
index e5d273636..b62a1f104 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/LayeredMaskEditorViewModel.cs
@@ -11,6 +11,7 @@
 using DynamicData;
 using DynamicData.Binding;
 using Injectio.Attributes;
+using Microsoft.Extensions.Logging;
 using SkiaSharp;
 using StabilityMatrix.Avalonia.Controls;
 using StabilityMatrix.Avalonia.Controls.Models;
@@ -38,6 +39,7 @@ namespace StabilityMatrix.Avalonia.ViewModels.Dialogs;
 public partial class LayeredMaskEditorViewModel : LoadableViewModelBase, IDisposable
 {
     private readonly IImageIndexService imageIndexService;
+    private readonly ILogger<LayeredMaskEditorViewModel> logger;
     private readonly IServiceManager<ViewModelBase> vmFactory;
 
     /// <summary>
@@ -53,6 +55,17 @@ public partial class LayeredMaskEditorViewModel : LoadableViewModelBase, IDispos
 
     private int imageLayerCounter;
 
+    /// <summary>
+    ///     Stack of layer snapshots for undo support.
+    ///     Each entry captures the full layer state before a destructive operation.
+    /// </summary>
+    private readonly Stack<LayerSnapshot> layerUndoStack = new();
+
+    /// <summary>
+    ///     Maximum number of undo snapshots to keep.
+    /// </summary>
+    private const int MaxUndoSnapshots = 20;
+
     /// <summary>
     ///     Whether the recent images panel is expanded.
     /// </summary>
@@ -98,11 +111,13 @@ public partial class LayeredMaskEditorViewModel : LoadableViewModelBase, IDispos
 
     public LayeredMaskEditorViewModel(
         IServiceManager<ViewModelBase> vmFactory,
-        IImageIndexService imageIndexService
+        IImageIndexService imageIndexService,
+        ILogger<LayeredMaskEditorViewModel> logger
     )
     {
         this.vmFactory = vmFactory;
         this.imageIndexService = imageIndexService;
+        this.logger = logger;
         PaintCanvasViewModel = vmFactory.Get<PaintCanvasViewModel>();
 
         // Set up Move tool callback to update image layer offsets
@@ -175,6 +190,94 @@ public void Dispose()
         GC.SuppressFinalize(this);
     }
 
+    /// <summary>
+    ///     Captures a snapshot of the current layer state for undo.
+    ///     Call this before any destructive layer operation.
+    /// </summary>
+    private void PushLayerUndoSnapshot()
+    {
+        // Save current canvas paths to the layer first
+        SaveCurrentLayerPaths();
+
+        // Serialize each layer's state
+        var layerStates = Layers.Select(l => l.SaveStateToJsonObject()).ToList();
+        var selectedIndex = SelectedLayer is not null ? Layers.IndexOf(SelectedLayer) : -1;
+
+        layerUndoStack.Push(new LayerSnapshot(layerStates, selectedIndex, layerCounter, imageLayerCounter));
+
+        // Trim to max size
+        if (layerUndoStack.Count > MaxUndoSnapshots)
+        {
+            // Rebuild stack without the oldest entry
+            var items = layerUndoStack.ToArray();
+            layerUndoStack.Clear();
+            for (var i = items.Length - 2; i >= 0; i--)
+                layerUndoStack.Push(items[i]);
+        }
+
+        UndoLayerOperationCommand.NotifyCanExecuteChanged();
+    }
+
+    /// <summary>
+    ///     Undoes the last destructive layer operation by restoring a snapshot.
+    /// </summary>
+    [RelayCommand(CanExecute = nameof(CanUndoLayerOperation))]
+    private void UndoLayerOperation()
+    {
+        if (layerUndoStack.Count == 0)
+            return;
+
+        var snapshot = layerUndoStack.Pop();
+
+        RunWithLayerIndexChangeSuppressed(() =>
+        {
+            // Clear current layers
+            SelectedLayer = null;
+            foreach (var layer in Layers)
+                CleanupLayer(layer);
+            Layers.Clear();
+
+            // Restore counters
+            layerCounter = snapshot.LayerCounter;
+            imageLayerCounter = snapshot.ImageLayerCounter;
+
+            // Restore layers from snapshot
+            foreach (var layerState in snapshot.LayerStates)
+            {
+                var layer = new MaskLayer();
+                layer.LoadStateFromJsonObject(layerState);
+                layer.PropertyChanged += Layer_PropertyChanged;
+                Layers.Add(layer);
+            }
+
+            // Restore selection
+            if (snapshot.SelectedLayerIndex >= 0 && snapshot.SelectedLayerIndex < Layers.Count)
+                SelectedLayer = Layers[snapshot.SelectedLayerIndex];
+            else if (Layers.Count > 0)
+                SelectedLayer = Layers[0];
+
+            // Reload image layer bitmaps from paths
+            ReloadImageLayersFromPaths();
+
+            SyncSelectedLayerToCanvas();
+        });
+
+        UndoLayerOperationCommand.NotifyCanExecuteChanged();
+        DeleteLayerCommand.NotifyCanExecuteChanged();
+    }
+
+    private bool CanUndoLayerOperation() => layerUndoStack.Count > 0;
+
+    /// <summary>
+    ///     Snapshot of the full layer state for undo support.
+    /// </summary>
+    private sealed record LayerSnapshot(
+        List<JsonObject> LayerStates,
+        int SelectedLayerIndex,
+        int LayerCounter,
+        int ImageLayerCounter
+    );
+
     /// <inheritdoc />
     public override async Task OnLoadedAsync()
     {
@@ -235,13 +338,14 @@ private void AddImageLayer()
     ///     Centers the selected image layer by resetting its offset to (0, 0).
     /// </summary>
     [RelayCommand]
-    private void CenterImageLayer()
+    private void CenterImageLayer(MaskLayer? target = null)
     {
-        if (SelectedLayer is not { LayerType: MaskLayerType.Image })
+        var layer = target ?? SelectedLayer;
+        if (layer is not { LayerType: MaskLayerType.Image })
             return;
 
-        SelectedLayer.ImageOffsetX = 0;
-        SelectedLayer.ImageOffsetY = 0;
+        layer.ImageOffsetX = 0;
+        layer.ImageOffsetY = 0;
         SyncSelectedLayerToCanvas();
     }
 
@@ -249,12 +353,13 @@ private void CenterImageLayer()
     ///     Toggles horizontal flip for the selected image layer.
     /// </summary>
     [RelayCommand]
-    private void FlipImageHorizontally()
+    private void FlipImageHorizontally(MaskLayer? target = null)
     {
-        if (SelectedLayer is not { LayerType: MaskLayerType.Image })
+        var layer = target ?? SelectedLayer;
+        if (layer is not { LayerType: MaskLayerType.Image })
             return;
 
-        SelectedLayer.IsFlippedHorizontally = !SelectedLayer.IsFlippedHorizontally;
+        layer.IsFlippedHorizontally = !layer.IsFlippedHorizontally;
         SyncSelectedLayerToCanvas();
     }
 
@@ -262,12 +367,13 @@ private void FlipImageHorizontally()
     ///     Toggles vertical flip for the selected image layer.
     /// </summary>
     [RelayCommand]
-    private void FlipImageVertically()
+    private void FlipImageVertically(MaskLayer? target = null)
     {
-        if (SelectedLayer is not { LayerType: MaskLayerType.Image })
+        var layer = target ?? SelectedLayer;
+        if (layer is not { LayerType: MaskLayerType.Image })
             return;
 
-        SelectedLayer.IsFlippedVertically = !SelectedLayer.IsFlippedVertically;
+        layer.IsFlippedVertically = !layer.IsFlippedVertically;
         SyncSelectedLayerToCanvas();
     }
 
@@ -275,9 +381,10 @@ private void FlipImageVertically()
     ///     Scales the selected image layer to fit within the canvas bounds while maintaining aspect ratio.
     /// </summary>
     [RelayCommand]
-    private void FitImageToCanvas()
+    private void FitImageToCanvas(MaskLayer? target = null)
     {
-        if (SelectedLayer is not { LayerType: MaskLayerType.Image, SourceImage: { } sourceImage })
+        var layer = target ?? SelectedLayer;
+        if (layer is not { LayerType: MaskLayerType.Image, SourceImage: { } sourceImage })
             return;
 
         if (CanvasSize == Size.Empty)
@@ -291,9 +398,9 @@ private void FitImageToCanvas()
         // Clamp to valid range (0.1 to 3.0)
         fitScale = Math.Clamp(fitScale, 0.1, 3.0);
 
-        SelectedLayer.ImageScale = fitScale;
-        SelectedLayer.ImageOffsetX = 0;
-        SelectedLayer.ImageOffsetY = 0;
+        layer.ImageScale = fitScale;
+        layer.ImageOffsetX = 0;
+        layer.ImageOffsetY = 0;
         SyncSelectedLayerToCanvas();
     }
 
@@ -374,9 +481,9 @@ private async Task LoadImageIntoLayerAsync(MaskLayer layer, string imagePath)
             // Refresh canvas (SourceImage property change also triggers Layer_PropertyChanged)
             SyncSelectedLayerToCanvas();
         }
-        catch (Exception)
+        catch (Exception ex)
         {
-            // Silently fail - could add notification here
+            logger.LogWarning(ex, "Failed to load image into layer from path {ImagePath}", imagePath);
         }
     }
 
@@ -467,6 +574,8 @@ private void ClearLayerContent(MaskLayer? layer)
         if (layer is null || layer.LayerType == MaskLayerType.Image)
             return;
 
+        PushLayerUndoSnapshot();
+
         // If this is the selected layer, clear the canvas paths too
         if (layer == SelectedLayer)
             PaintCanvasViewModel.Paths = [];
@@ -476,38 +585,41 @@ private void ClearLayerContent(MaskLayer? layer)
     }
 
     /// <summary>
-    ///     Deletes the selected layer.
+    ///     Deletes the specified layer, or the selected layer if none specified.
     /// </summary>
     [RelayCommand(CanExecute = nameof(CanDeleteLayer))]
-    private void DeleteLayer()
+    private void DeleteLayer(MaskLayer? target = null)
     {
-        if (SelectedLayer is null)
+        var layerToRemove = target ?? SelectedLayer;
+        if (layerToRemove is null || Layers.Count <= 1)
             return;
 
-        // Save current layer before removing
-        SaveCurrentLayerPaths();
+        PushLayerUndoSnapshot();
 
         RunWithLayerIndexChangeSuppressed(() =>
         {
-            var layerToRemove = SelectedLayer;
             var index = Layers.IndexOf(layerToRemove);
 
             // Unsubscribe and dispose before removing
             CleanupLayer(layerToRemove);
             Layers.Remove(layerToRemove);
 
-            // Select adjacent layer
-            if (Layers.Count > 0)
-            {
-                SelectedLayer = Layers[Math.Min(index, Layers.Count - 1)];
-                SyncSelectedLayerToCanvas();
-            }
-            else
+            // Select adjacent layer if we removed the selected one
+            if (SelectedLayer is null || !Layers.Contains(SelectedLayer))
             {
-                SelectedLayer = null;
-                PaintCanvasViewModel.Paths = [];
-                PaintCanvasViewModel.RefreshCanvas?.Invoke();
+                if (Layers.Count > 0)
+                {
+                    SelectedLayer = Layers[Math.Min(index, Layers.Count - 1)];
+                }
+                else
+                {
+                    SelectedLayer = null;
+                    PaintCanvasViewModel.Paths = [];
+                }
             }
+
+            SyncSelectedLayerToCanvas();
+            PaintCanvasViewModel.RefreshCanvas?.Invoke();
         });
     }
 
@@ -621,21 +733,22 @@ public void OnLayerIndexChanged(MaskLayer layer, int newIndex)
     ///     Fills the selected layer with a rectangle covering the entire canvas.
     /// </summary>
     [RelayCommand]
-    private void FillLayer()
+    private void FillLayer(MaskLayer? target = null)
     {
-        if (SelectedLayer is null || SelectedLayer.LayerType != MaskLayerType.Paint)
+        var layer = target ?? SelectedLayer;
+        if (layer is null || layer.LayerType != MaskLayerType.Paint)
             return;
 
         // Create a rectangle path covering the entire canvas
         var fillPath = new PenPath
         {
             PathType = PenPathType.Rectangle,
-            FillColor = SelectedLayer.DisplayColor,
+            FillColor = layer.DisplayColor,
             Bounds = new SKRect(0, 0, CanvasSize.Width, CanvasSize.Height),
         };
 
         // Add to current paths
-        SelectedLayer.Paths = SelectedLayer.Paths.Add(fillPath);
+        layer.Paths = layer.Paths.Add(fillPath);
         SyncSelectedLayerToCanvas();
     }
 
@@ -645,8 +758,7 @@ private void FillLayer()
     [RelayCommand]
     private void ClearAllLayers()
     {
-        // Save current layer before clearing
-        SaveCurrentLayerPaths();
+        PushLayerUndoSnapshot();
 
         RunWithLayerIndexChangeSuppressed(() =>
         {
@@ -667,20 +779,20 @@ private void ClearAllLayers()
     ///     and setting the existing paths to erase mode.
     /// </summary>
     [RelayCommand]
-    private void InvertLayer()
+    private void InvertLayer(MaskLayer? target = null)
     {
-        if (SelectedLayer is null || SelectedLayer.LayerType != MaskLayerType.Paint)
+        var layer = target ?? SelectedLayer;
+        if (layer is null || layer.LayerType != MaskLayerType.Paint)
             return;
 
-        // Save current paths
-        SaveCurrentLayerPaths();
+        PushLayerUndoSnapshot();
 
-        var currentPaths = SelectedLayer.Paths;
+        var currentPaths = layer.Paths;
 
         // If no paths, fill the entire canvas
         if (currentPaths.Count == 0)
         {
-            FillLayer();
+            FillLayer(layer);
             return;
         }
 
@@ -688,7 +800,7 @@ private void InvertLayer()
         var fullFill = new PenPath
         {
             PathType = PenPathType.Rectangle,
-            FillColor = SelectedLayer.DisplayColor,
+            FillColor = layer.DisplayColor,
             Bounds = new SKRect(0, 0, CanvasSize.Width, CanvasSize.Height),
         };
 
@@ -697,7 +809,7 @@ private void InvertLayer()
 
         // Rebuild paths: full fill first, then inverted paths
         var newPaths = ImmutableList.Create(fullFill).AddRange(erasePaths);
-        SelectedLayer.Paths = newPaths;
+        layer.Paths = newPaths;
 
         SyncSelectedLayerToCanvas();
     }
@@ -735,6 +847,8 @@ private void CreateQuickDivisionLayers(SKRect[] divisions, string[]? names = nul
         if (CanvasSize == Size.Empty)
             return;
 
+        PushLayerUndoSnapshot();
+
         // Save current layer paths before modifying
         SaveCurrentLayerPaths();
 
@@ -1063,39 +1177,44 @@ private void QuickDivisionLandscape()
     ///     Duplicates the selected layer with all its content and settings.
     /// </summary>
     [RelayCommand]
-    private void DuplicateLayer()
+    private void DuplicateLayer(MaskLayer? target = null)
     {
-        if (SelectedLayer is null)
+        var source = target ?? SelectedLayer;
+        if (source is null)
             return;
 
         // Save current layer paths first
         SaveCurrentLayerPaths();
 
-        layerCounter++;
+        if (source.LayerType == MaskLayerType.Image)
+            imageLayerCounter++;
+        else
+            layerCounter++;
+
         var clone = new MaskLayer
         {
-            Name = $"{SelectedLayer.Name} Copy",
-            LayerType = SelectedLayer.LayerType,
-            DisplayColor = SelectedLayer.DisplayColor,
-            Prompt = SelectedLayer.Prompt,
-            Strength = SelectedLayer.Strength,
-            Opacity = SelectedLayer.Opacity,
-            IsVisible = SelectedLayer.IsVisible,
-            IsEnabled = SelectedLayer.IsEnabled,
-            Paths = SelectedLayer.Paths, // ImmutableList, safe to share
-            SourceImagePath = SelectedLayer.SourceImagePath,
-            ImageScale = SelectedLayer.ImageScale,
-            ImageOffsetX = SelectedLayer.ImageOffsetX,
-            ImageOffsetY = SelectedLayer.ImageOffsetY,
-            IsFlippedHorizontally = SelectedLayer.IsFlippedHorizontally,
-            IsFlippedVertically = SelectedLayer.IsFlippedVertically,
+            Name = $"{source.Name} Copy",
+            LayerType = source.LayerType,
+            DisplayColor = source.DisplayColor,
+            Prompt = source.Prompt,
+            Strength = source.Strength,
+            Opacity = source.Opacity,
+            IsVisible = source.IsVisible,
+            IsEnabled = source.IsEnabled,
+            Paths = source.Paths, // ImmutableList, safe to share
+            SourceImagePath = source.SourceImagePath,
+            ImageScale = source.ImageScale,
+            ImageOffsetX = source.ImageOffsetX,
+            ImageOffsetY = source.ImageOffsetY,
+            IsFlippedHorizontally = source.IsFlippedHorizontally,
+            IsFlippedVertically = source.IsFlippedVertically,
         };
 
         // Subscribe to layer property changes
         clone.PropertyChanged += Layer_PropertyChanged;
 
-        // Insert after current layer
-        var index = Layers.IndexOf(SelectedLayer);
+        // Insert after source layer
+        var index = Layers.IndexOf(source);
         RunWithLayerIndexChangeSuppressed(() =>
         {
             Layers.Insert(index + 1, clone);
@@ -1675,9 +1794,8 @@ public BetterContentDialog GetDialog()
             MaxDialogWidth = 2500,
             ContentMargin = new Thickness(16),
             FullSizeDesired = true,
-            PrimaryButtonText = Resources.Action_Save,
-            CloseButtonText = Resources.Action_Cancel,
-            DefaultButton = ContentDialogButton.Primary,
+            CloseButtonText = Resources.Action_Close,
+            DefaultButton = ContentDialogButton.Close,
         };
 
         return dialog;
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/Modules/RegionalPromptModule.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/Modules/RegionalPromptModule.cs
index 7a61e9bd3..123c2dd44 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/Modules/RegionalPromptModule.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/Modules/RegionalPromptModule.cs
@@ -20,8 +20,6 @@ namespace StabilityMatrix.Avalonia.ViewModels.Inference.Modules;
 [RegisterTransient<RegionalPromptModule>]
 public class RegionalPromptModule : ModuleBase
 {
-    private int maskCounter;
-
     /// <inheritdoc />
     public RegionalPromptModule(IServiceManager<ViewModelBase> vmFactory)
         : base(vmFactory)
@@ -41,7 +39,8 @@ protected override IEnumerable<ImageSource> GetInputImages()
     protected override void OnApplyStep(ModuleApplyStepEventArgs e)
     {
         var card = GetCard<RegionalPromptCardViewModel>();
-        maskCounter = 0;
+        var maskCounter = 0;
+        var maskFileNames = new List<string>();
 
         // Clean up old mask files from previous generations
         CleanupOldMaskFiles();
@@ -76,7 +75,8 @@ protected override void OnApplyStep(ModuleApplyStepEventArgs e)
                 continue;
 
             // Save mask to temp file and add to file transfers
-            var maskFileName = GetMaskFileName(layer);
+            var maskFileName = GetMaskFileName(layer, maskCounter);
+            maskFileNames.Add(maskFileName);
             var tempPath = SaveMaskToTempFile(maskImage, maskFileName);
 
             // Add to file transfers so it gets uploaded to ComfyUI's input/Inference folder
@@ -170,13 +170,14 @@ protected override void OnApplyStep(ModuleApplyStepEventArgs e)
         // Apply to refiner if available
         if (e.Temp.Refiner.Conditioning is not null)
         {
-            ApplyToRefiner(e, enabledLayers, card);
+            ApplyToRefiner(e, enabledLayers, maskFileNames, card);
         }
     }
 
     private void ApplyToRefiner(
         ModuleApplyStepEventArgs e,
         IReadOnlyList<MaskLayer> enabledLayers,
+        IReadOnlyList<string> maskFileNames,
         RegionalPromptCardViewModel card
     )
     {
@@ -186,8 +187,8 @@ RegionalPromptCardViewModel card
 
         foreach (var layer in enabledLayers)
         {
-            // Reuse the same mask filename from base model (already uploaded)
-            var maskFileName = GetMaskFileName(layer);
+            // Reuse the same mask filename from base pass (already uploaded)
+            var maskFileName = maskFileNames[refinerMaskCounter];
 
             var loadedMask = e.Nodes.AddTypedNode(
                 new ComfyNodeBuilder.LoadImageMask
@@ -267,11 +268,11 @@ private static void CleanupOldMaskFiles()
     /// <summary>
     /// Generates a unique filename for a layer mask.
     /// </summary>
-    private string GetMaskFileName(MaskLayer layer)
+    private static string GetMaskFileName(MaskLayer layer, int index)
     {
-        // Use layer name sanitized + counter for uniqueness
+        // Use layer name sanitized + index for uniqueness
         var safeName = layer.Name.Replace(" ", "_").Replace("/", "_").Replace("\\", "_");
-        return $"regional_mask_{safeName}_{maskCounter}.png";
+        return $"regional_mask_{safeName}_{index}.png";
     }
 
     /// <summary>
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
index 7e8ce0f99..0a8d00bee 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
@@ -70,6 +70,40 @@
                         <fluentIcons:SymbolIcon FontSize="18" Symbol="DeleteDismiss" />
                     </Button>
 
+                    <Rectangle
+                        Width="1"
+                        Margin="4,4"
+                        VerticalAlignment="Stretch"
+                        Fill="{DynamicResource DividerStrokeColorDefaultBrush}" />
+
+                    <!--  Undo stroke  -->
+                    <Button
+                        Classes="transparent"
+                        Command="{Binding PaintCanvasViewModel.UndoCommand}"
+                        ToolTip.Tip="Undo Stroke (Ctrl+Z)">
+                        <StackPanel Orientation="Horizontal" Spacing="4">
+                            <fluentIcons:SymbolIcon FontSize="16" Symbol="ArrowUndo" />
+                            <TextBlock
+                                VerticalAlignment="Center"
+                                FontSize="12"
+                                Text="Stroke" />
+                        </StackPanel>
+                    </Button>
+
+                    <!--  Undo layer operation  -->
+                    <Button
+                        Classes="transparent"
+                        Command="{Binding UndoLayerOperationCommand}"
+                        ToolTip.Tip="Undo Layer Operation (Ctrl+Shift+Z)">
+                        <StackPanel Orientation="Horizontal" Spacing="4">
+                            <fluentIcons:SymbolIcon FontSize="16" Symbol="ArrowUndo" />
+                            <TextBlock
+                                VerticalAlignment="Center"
+                                FontSize="12"
+                                Text="Layer" />
+                        </StackPanel>
+                    </Button>
+
                     <Rectangle
                         Width="1"
                         Margin="4,4"
@@ -289,6 +323,7 @@
                                         <ui:FAMenuFlyout Placement="BottomEdgeAlignedLeft">
                                             <ui:MenuFlyoutItem
                                                 Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).DuplicateLayerCommand}"
+                                                CommandParameter="{Binding}"
                                                 InputGesture="Ctrl+D"
                                                 Text="Duplicate">
                                                 <ui:MenuFlyoutItem.IconSource>
@@ -297,6 +332,7 @@
                                             </ui:MenuFlyoutItem>
                                             <ui:MenuFlyoutItem
                                                 Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).FillLayerCommand}"
+                                                CommandParameter="{Binding}"
                                                 InputGesture="Ctrl+F"
                                                 Text="Fill Layer">
                                                 <ui:MenuFlyoutItem.IconSource>
@@ -305,6 +341,7 @@
                                             </ui:MenuFlyoutItem>
                                             <ui:MenuFlyoutItem
                                                 Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).InvertLayerCommand}"
+                                                CommandParameter="{Binding}"
                                                 InputGesture="Ctrl+I"
                                                 Text="Invert Mask">
                                                 <ui:MenuFlyoutItem.IconSource>
@@ -312,7 +349,10 @@
                                                 </ui:MenuFlyoutItem.IconSource>
                                             </ui:MenuFlyoutItem>
                                             <ui:MenuFlyoutSeparator />
-                                            <ui:MenuFlyoutItem Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).ExportLayerAsMaskCommand}" Text="Export as Mask">
+                                            <ui:MenuFlyoutItem
+                                                Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).ExportLayerAsMaskCommand}"
+                                                CommandParameter="{Binding}"
+                                                Text="Export as Mask">
                                                 <ui:MenuFlyoutItem.IconSource>
                                                     <fluentIcons:SymbolIconSource Symbol="ArrowExportUp" />
                                                 </ui:MenuFlyoutItem.IconSource>
@@ -320,6 +360,7 @@
                                             <ui:MenuFlyoutSeparator />
                                             <ui:MenuFlyoutItem
                                                 Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).DeleteLayerCommand}"
+                                                CommandParameter="{Binding}"
                                                 InputGesture="Delete"
                                                 Text="Delete">
                                                 <ui:MenuFlyoutItem.IconSource>
@@ -482,6 +523,7 @@
                                                             Padding="8,6"
                                                             Classes="transparent"
                                                             Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).FillLayerCommand}"
+                                                            CommandParameter="{Binding}"
                                                             Cursor="Arrow"
                                                             ToolTip.Tip="Fill Layer (Ctrl+F)">
                                                             <fluentIcons:SymbolIcon FontSize="16" Symbol="PaintBucket" />
@@ -494,6 +536,7 @@
                                                             Padding="8,6"
                                                             Classes="transparent"
                                                             Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).InvertLayerCommand}"
+                                                            CommandParameter="{Binding}"
                                                             Cursor="Arrow"
                                                             ToolTip.Tip="Invert Mask (Ctrl+I)">
                                                             <fluentIcons:SymbolIcon FontSize="16" Symbol="SelectAllOn" />
@@ -506,6 +549,7 @@
                                                             Padding="8,6"
                                                             Classes="transparent"
                                                             Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).DuplicateLayerCommand}"
+                                                            CommandParameter="{Binding}"
                                                             Cursor="Arrow"
                                                             ToolTip.Tip="Duplicate Layer (Ctrl+D)">
                                                             <fluentIcons:SymbolIcon FontSize="16" Symbol="Copy" />
@@ -518,6 +562,7 @@
                                                             Padding="8,6"
                                                             Classes="transparent"
                                                             Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).ExportLayerAsMaskCommand}"
+                                                            CommandParameter="{Binding}"
                                                             Cursor="Arrow"
                                                             ToolTip.Tip="Export as Mask">
                                                             <fluentIcons:SymbolIcon FontSize="16" Symbol="ArrowExportUp" />
@@ -530,6 +575,7 @@
                                                             Padding="8,6"
                                                             Classes="transparent"
                                                             Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).DeleteLayerCommand}"
+                                                            CommandParameter="{Binding}"
                                                             Cursor="Arrow"
                                                             ToolTip.Tip="Delete Layer (Del)">
                                                             <fluentIcons:SymbolIcon FontSize="16" Symbol="Delete" />
@@ -581,6 +627,12 @@
                                                     Grid.Row="0"
                                                     IsVisible="{Binding LayerType, Converter={x:Static ObjectConverters.Equal}, ConverterParameter={x:Static inference:MaskLayerType.Image}}"
                                                     Spacing="8">
+                                                    <TextBlock
+                                                        FontSize="11"
+                                                        FontStyle="Italic"
+                                                        Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                        Text="Reference layer - visible on canvas for alignment, not used in generation."
+                                                        TextWrapping="Wrap" />
                                                     <Grid ColumnDefinitions="*,Auto">
                                                         <TextBlock
                                                             VerticalAlignment="Center"
@@ -601,6 +653,7 @@
                                                             Padding="8,4"
                                                             Classes="transparent"
                                                             Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).CenterImageLayerCommand}"
+                                                            CommandParameter="{Binding}"
                                                             IsVisible="{Binding HasImage}"
                                                             ToolTip.Tip="Center image (reset position)">
                                                             <StackPanel Orientation="Horizontal" Spacing="4">
@@ -618,6 +671,7 @@
                                                             Padding="8,4"
                                                             Classes="transparent"
                                                             Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).FlipImageHorizontallyCommand}"
+                                                            CommandParameter="{Binding}"
                                                             ToolTip.Tip="Flip horizontally (mirror)">
                                                             <StackPanel Orientation="Horizontal" Spacing="4">
                                                                 <fluentIcons:SymbolIcon FontSize="14" Symbol="FlipHorizontal" />
@@ -628,6 +682,7 @@
                                                             Padding="8,4"
                                                             Classes="transparent"
                                                             Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).FlipImageVerticallyCommand}"
+                                                            CommandParameter="{Binding}"
                                                             ToolTip.Tip="Flip vertically">
                                                             <StackPanel Orientation="Horizontal" Spacing="4">
                                                                 <fluentIcons:SymbolIcon FontSize="14" Symbol="FlipVertical" />
@@ -638,6 +693,7 @@
                                                             Padding="8,4"
                                                             Classes="transparent"
                                                             Command="{Binding $parent[controls:UserControlBase].((vmDialogs:LayeredMaskEditorViewModel)DataContext).FitImageToCanvasCommand}"
+                                                            CommandParameter="{Binding}"
                                                             ToolTip.Tip="Fit image to canvas size">
                                                             <StackPanel Orientation="Horizontal" Spacing="4">
                                                                 <fluentIcons:SymbolIcon FontSize="14" Symbol="FullScreenMaximize" />
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml.cs b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml.cs
index 14cfe6037..6055456c4 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml.cs
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml.cs
@@ -160,6 +160,15 @@ private void OnKeyDown(object? sender, KeyEventArgs e)
                 e.Handled = true;
                 break;
 
+            // Ctrl+Shift+Z - Undo layer operation
+            case Key.Z when ctrl && shift:
+                if (vm.UndoLayerOperationCommand.CanExecute(null))
+                {
+                    vm.UndoLayerOperationCommand.Execute(null);
+                    e.Handled = true;
+                }
+                break;
+
             // Ctrl+Up - Move layer up
             case Key.Up when ctrl:
                 if (vm.MoveLayerUpCommand.CanExecute(null))

From 5df4e900983b7f3742897b3e11108cdfa55e5ed3 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sat, 7 Feb 2026 19:05:50 -0800
Subject: [PATCH 073/218] Addressed PR feedback

---
 .../Controls/BetterComboBox.cs                | 47 ++++++++++++-------
 .../Dialogs/ModelPickerDialogViewModel.cs     |  6 ++-
 2 files changed, 34 insertions(+), 19 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Controls/BetterComboBox.cs b/StabilityMatrix.Avalonia/Controls/BetterComboBox.cs
index 2ba89ad1d..bd35d8e00 100644
--- a/StabilityMatrix.Avalonia/Controls/BetterComboBox.cs
+++ b/StabilityMatrix.Avalonia/Controls/BetterComboBox.cs
@@ -174,28 +174,17 @@ private void OnInputReceived(string input)
 
         object? found = null;
 
-        if (Items.OfType<Enum>().ToList() is { Count: > 0 } enumItems)
+        var enumBestMatch = FindBestMatch(input, Items.OfType<Enum>(), e => e.GetStringValue());
+        if (enumBestMatch.Score > 50)
         {
-            var bestMatch = enumItems
-                .Select(e => (Item: e, Score: Fuzz.WeightedRatio(input, e.GetStringValue())))
-                .OrderByDescending(x => x.Score)
-                .FirstOrDefault();
-
-            if (bestMatch.Score > 50)
-            {
-                found = bestMatch.Item;
-            }
+            found = enumBestMatch.Item;
         }
-        else if (Items.OfType<ISearchText>().ToList() is { Count: > 0 } modelFiles)
+        else
         {
-            var bestMatch = modelFiles
-                .Select(m => (Item: m, Score: Fuzz.WeightedRatio(input, GetItemSearchText(m))))
-                .OrderByDescending(x => x.Score)
-                .FirstOrDefault();
-
-            if (bestMatch.Score > 50)
+            var modelBestMatch = FindBestMatch(input, Items.OfType<ISearchText>(), m => GetItemSearchText(m));
+            if (modelBestMatch.Score > 50)
             {
-                found = bestMatch.Item;
+                found = modelBestMatch.Item;
             }
         }
 
@@ -241,6 +230,28 @@ private static string GetItemSearchText(object item)
         };
     }
 
+    private static (TItem? Item, int Score) FindBestMatch<TItem>(
+        string input,
+        IEnumerable<TItem> items,
+        Func<TItem, string> getSearchText
+    )
+    {
+        TItem? bestItem = default;
+        var bestScore = 0;
+
+        foreach (var item in items)
+        {
+            var score = Fuzz.WeightedRatio(input, getSearchText(item));
+            if (score <= bestScore)
+                continue;
+
+            bestScore = score;
+            bestItem = item;
+        }
+
+        return (bestItem, bestScore);
+    }
+
     private void OnContainerPrepared(object? sender, ContainerPreparedEventArgs e)
     {
         if (!IsDropDownOpen)
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/ModelPickerDialogViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/ModelPickerDialogViewModel.cs
index 8ef3f0d17..d090583e3 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/ModelPickerDialogViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/ModelPickerDialogViewModel.cs
@@ -493,8 +493,12 @@ private void UpdateFilteredModels()
         if (!string.IsNullOrWhiteSpace(query))
         {
             // Check cache
+            var selectedBaseModelsKey = string.Join(
+                ",",
+                selectedBaseModels.OrderBy(x => x, StringComparer.Ordinal)
+            );
             var cacheKey =
-                $"{refreshRequestId}|{query}|{string.Join(",", selectedBaseModels)}|{ShowCheckpointsOnly}|{ShowUnetsOnly}";
+                $"{refreshRequestId}|{query}|{selectedBaseModelsKey}|{ShowCheckpointsOnly}|{ShowUnetsOnly}";
             if (searchCache.Get(cacheKey, out var cachedResults))
             {
                 FilteredModels = cachedResults!;

From 131ad2344032d2f9ac02ba51a4f3806839fe4d86 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 8 Feb 2026 21:04:05 -0800
Subject: [PATCH 074/218] Fix border clipping and combobox weirdness

---
 .../Controls/BetterComboBox.cs                |  17 +-
 .../Views/Dialogs/ModelPickerDialog.axaml     | 230 +++++++++---------
 2 files changed, 133 insertions(+), 114 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Controls/BetterComboBox.cs b/StabilityMatrix.Avalonia/Controls/BetterComboBox.cs
index bd35d8e00..bf29fa1a8 100644
--- a/StabilityMatrix.Avalonia/Controls/BetterComboBox.cs
+++ b/StabilityMatrix.Avalonia/Controls/BetterComboBox.cs
@@ -199,14 +199,29 @@ private void ApplyFilter(string input)
     {
         var query = input.Trim();
         var hasQuery = !string.IsNullOrWhiteSpace(query);
+        object? firstMatch = null;
 
         foreach (var item in Items.Cast<object>())
         {
+            var isMatch = !hasQuery || IsItemMatch(item, query);
+            if (isMatch && firstMatch is null)
+            {
+                firstMatch = item;
+            }
+
             if (ContainerFromItem(item) is not Control container)
                 continue;
 
-            container.IsVisible = !hasQuery || IsItemMatch(item, query);
+            container.IsVisible = isMatch;
+        }
+
+        if (!IsDropDownOpen || firstMatch is null)
+        {
+            return;
         }
+
+        // Keep the first matching result pinned near the top when virtualizing.
+        Dispatcher.UIThread.Post(() => ScrollIntoView(firstMatch), DispatcherPriority.Background);
     }
 
     private bool IsItemMatch(object item, string query)
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/ModelPickerDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/ModelPickerDialog.axaml
index 73438483e..7b23c8859 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/ModelPickerDialog.axaml
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/ModelPickerDialog.axaml
@@ -82,6 +82,7 @@
         </Style>
         <Style Selector="Border.model-grid-card:pointerover">
             <Setter Property="Background" Value="{DynamicResource ControlFillColorSecondaryBrush}" />
+            <Setter Property="BorderBrush" Value="{DynamicResource ControlStrokeColorSecondaryBrush}" />
         </Style>
     </controls:UserControlBase.Styles>
 
@@ -388,132 +389,135 @@
                                 ItemsJustification="SpaceAround"
                                 ItemsStretch="None"
                                 MinColumnSpacing="12"
+                                MinItemHeight="304"
                                 MinItemWidth="188"
                                 MinRowSpacing="10" />
                         </ItemsRepeater.Layout>
                         <ItemsRepeater.ItemTemplate>
                             <DataTemplate x:DataType="models:HybridModelFile">
-                                <Border
-                                    Width="188"
-                                    Padding="8"
-                                    Classes="model-grid-card"
-                                    CornerRadius="6"
-                                    Cursor="Hand">
-                                    <Grid RowDefinitions="188,Auto" RowSpacing="8">
-                                        <vendorLabs:BetterAsyncImage
-                                            x:Name="GridPreviewImage"
-                                            Grid.Row="0"
-                                            CornerRadius="6"
-                                            IsVisible="{Binding Local.PreviewImageFullPathGlobal, Converter={StaticResource FileExistsConverter}, FallbackValue=False}"
-                                            RenderOptions.BitmapInterpolationMode="HighQuality"
-                                            Source="{Binding Local.PreviewImageFullPathGlobal, Converter={StaticResource FileUriConverter}, FallbackValue=''}"
-                                            Stretch="UniformToFill" />
-                                        <Border
-                                            Grid.Row="0"
-                                            Background="{DynamicResource ControlFillColorSecondaryBrush}"
-                                            CornerRadius="6">
-                                            <Border.IsVisible>
-                                                <MultiBinding Converter="{x:Static BoolConverters.Or}">
-                                                    <Binding Converter="{StaticResource FileNotExistsConverter}" Path="Local.PreviewImageFullPathGlobal" />
-                                                    <Binding
-                                                        Converter="{StaticResource EnumToBooleanConverter}"
-                                                        ConverterParameter="{x:Static labs:AsyncImageState.Failed}"
-                                                        ElementName="GridPreviewImage"
-                                                        Path="State" />
-                                                </MultiBinding>
-                                            </Border.IsVisible>
-                                            <fluentIcons:SymbolIcon
-                                                FontSize="24"
-                                                Foreground="{DynamicResource TextFillColorTertiaryBrush}"
-                                                Symbol="Image" />
-                                        </Border>
-                                        <Border
-                                            Grid.Row="0"
-                                            Background="{DynamicResource SolidBackgroundFillColorBaseBrush}"
-                                            CornerRadius="6">
-                                            <Border.IsVisible>
-                                                <MultiBinding Converter="{StaticResource ModelPickerNsfwOverlayVisibilityConverter}">
-                                                    <Binding ElementName="Root" Path="DataContext.ShowNsfwContent" />
-                                                    <Binding Path="Local.ConnectedModelInfo.Nsfw" />
-                                                    <Binding Path="Local.PreviewImageFullPathGlobal" />
-                                                    <Binding ElementName="GridPreviewImage" Path="State" />
-                                                </MultiBinding>
-                                            </Border.IsVisible>
-                                            <StackPanel
-                                                Margin="10"
-                                                HorizontalAlignment="Center"
-                                                VerticalAlignment="Center"
-                                                Spacing="4">
+                                <Grid Width="188" Height="304">
+                                    <Border
+                                        Padding="8"
+                                        Classes="model-grid-card"
+                                        ClipToBounds="True"
+                                        CornerRadius="6"
+                                        Cursor="Hand">
+                                        <Grid RowDefinitions="188,*" RowSpacing="8">
+                                            <vendorLabs:BetterAsyncImage
+                                                x:Name="GridPreviewImage"
+                                                Grid.Row="0"
+                                                CornerRadius="6"
+                                                IsVisible="{Binding Local.PreviewImageFullPathGlobal, Converter={StaticResource FileExistsConverter}, FallbackValue=False}"
+                                                RenderOptions.BitmapInterpolationMode="HighQuality"
+                                                Source="{Binding Local.PreviewImageFullPathGlobal, Converter={StaticResource FileUriConverter}, FallbackValue=''}"
+                                                Stretch="UniformToFill" />
+                                            <Border
+                                                Grid.Row="0"
+                                                Background="{DynamicResource ControlFillColorSecondaryBrush}"
+                                                CornerRadius="6">
+                                                <Border.IsVisible>
+                                                    <MultiBinding Converter="{x:Static BoolConverters.Or}">
+                                                        <Binding Converter="{StaticResource FileNotExistsConverter}" Path="Local.PreviewImageFullPathGlobal" />
+                                                        <Binding
+                                                            Converter="{StaticResource EnumToBooleanConverter}"
+                                                            ConverterParameter="{x:Static labs:AsyncImageState.Failed}"
+                                                            ElementName="GridPreviewImage"
+                                                            Path="State" />
+                                                    </MultiBinding>
+                                                </Border.IsVisible>
                                                 <fluentIcons:SymbolIcon
-                                                    HorizontalAlignment="Center"
-                                                    FontSize="20"
-                                                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                                    FontSize="24"
+                                                    Foreground="{DynamicResource TextFillColorTertiaryBrush}"
                                                     Symbol="Image" />
-                                                <TextBlock
+                                            </Border>
+                                            <Border
+                                                Grid.Row="0"
+                                                Background="{DynamicResource SolidBackgroundFillColorBaseBrush}"
+                                                CornerRadius="6">
+                                                <Border.IsVisible>
+                                                    <MultiBinding Converter="{StaticResource ModelPickerNsfwOverlayVisibilityConverter}">
+                                                        <Binding ElementName="Root" Path="DataContext.ShowNsfwContent" />
+                                                        <Binding Path="Local.ConnectedModelInfo.Nsfw" />
+                                                        <Binding Path="Local.PreviewImageFullPathGlobal" />
+                                                        <Binding ElementName="GridPreviewImage" Path="State" />
+                                                    </MultiBinding>
+                                                </Border.IsVisible>
+                                                <StackPanel
+                                                    Margin="10"
                                                     HorizontalAlignment="Center"
-                                                    FontSize="11"
-                                                    FontWeight="SemiBold"
-                                                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
-                                                    Text="NSFW Hidden" />
+                                                    VerticalAlignment="Center"
+                                                    Spacing="4">
+                                                    <fluentIcons:SymbolIcon
+                                                        HorizontalAlignment="Center"
+                                                        FontSize="20"
+                                                        Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                                        Symbol="Image" />
+                                                    <TextBlock
+                                                        HorizontalAlignment="Center"
+                                                        FontSize="11"
+                                                        FontWeight="SemiBold"
+                                                        Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                                        Text="NSFW Hidden" />
+                                                    <TextBlock
+                                                        MaxWidth="160"
+                                                        HorizontalAlignment="Center"
+                                                        FontSize="11"
+                                                        Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                        MaxLines="2"
+                                                        Text="{Binding Local.DisplayModelName, FallbackValue=''}"
+                                                        TextAlignment="Center"
+                                                        TextTrimming="CharacterEllipsis" />
+                                                </StackPanel>
+                                            </Border>
+                                            <StackPanel Grid.Row="1" Spacing="4">
                                                 <TextBlock
-                                                    MaxWidth="160"
-                                                    HorizontalAlignment="Center"
-                                                    FontSize="11"
-                                                    Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                    FontWeight="SemiBold"
                                                     MaxLines="2"
                                                     Text="{Binding Local.DisplayModelName, FallbackValue=''}"
-                                                    TextAlignment="Center"
+                                                    TextTrimming="CharacterEllipsis"
+                                                    TextWrapping="Wrap" />
+                                                <TextBlock
+                                                    FontSize="12"
+                                                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                                    MaxLines="1"
+                                                    Text="{Binding Local.DisplayModelVersion, FallbackValue=''}"
                                                     TextTrimming="CharacterEllipsis" />
+                                                <Label
+                                                    MinHeight="0"
+                                                    Padding="8,2"
+                                                    Classes="Circle LightBlue"
+                                                    Content="{Binding Local.ConnectedModelInfo.BaseModel, FallbackValue=''}"
+                                                    FontSize="11"
+                                                    FontWeight="SemiBold"
+                                                    IsVisible="{Binding Local.ConnectedModelInfo.BaseModel, Converter={x:Static StringConverters.IsNotNullOrEmpty}, FallbackValue=False}"
+                                                    Theme="{StaticResource TagLabel}" />
                                             </StackPanel>
-                                        </Border>
-                                        <!--  Selection indicator  -->
-                                        <Border
-                                            Grid.Row="0"
-                                            BorderBrush="{DynamicResource AccentFillColorDefaultBrush}"
-                                            BorderThickness="3"
-                                            CornerRadius="6"
-                                            IsHitTestVisible="False">
-                                            <Border.IsVisible>
-                                                <MultiBinding Converter="{StaticResource ObjectEqualsConverter}">
-                                                    <Binding />
-                                                    <Binding ElementName="Root" Path="DataContext.SelectedModel" />
-                                                </MultiBinding>
-                                            </Border.IsVisible>
-                                        </Border>
-                                        <StackPanel Grid.Row="1" Spacing="4">
-                                            <TextBlock
-                                                FontWeight="SemiBold"
-                                                MaxLines="2"
-                                                Text="{Binding Local.DisplayModelName, FallbackValue=''}"
-                                                TextTrimming="CharacterEllipsis"
-                                                TextWrapping="Wrap" />
-                                            <TextBlock
-                                                FontSize="12"
-                                                Foreground="{DynamicResource TextFillColorSecondaryBrush}"
-                                                MaxLines="1"
-                                                Text="{Binding Local.DisplayModelVersion, FallbackValue=''}"
-                                                TextTrimming="CharacterEllipsis" />
-                                            <Label
-                                                MinHeight="0"
-                                                Padding="8,2"
-                                                Classes="Circle LightBlue"
-                                                Content="{Binding Local.ConnectedModelInfo.BaseModel, FallbackValue=''}"
-                                                FontSize="11"
-                                                FontWeight="SemiBold"
-                                                IsVisible="{Binding Local.ConnectedModelInfo.BaseModel, Converter={x:Static StringConverters.IsNotNullOrEmpty}, FallbackValue=False}"
-                                                Theme="{StaticResource TagLabel}" />
-                                        </StackPanel>
 
-                                    </Grid>
-                                    <Interaction.Behaviors>
-                                        <EventTriggerBehavior EventName="Tapped">
-                                            <InvokeCommandAction Command="{Binding $parent[ItemsRepeater].((dialogs:ModelPickerDialogViewModel)DataContext).SetSelectedModelCommand}" CommandParameter="{Binding}" />
-                                        </EventTriggerBehavior>
-                                        <EventTriggerBehavior EventName="DoubleTapped">
-                                            <InvokeCommandAction Command="{Binding $parent[ItemsRepeater].((dialogs:ModelPickerDialogViewModel)DataContext).SelectModelCommand}" CommandParameter="{Binding}" />
-                                        </EventTriggerBehavior>
-                                    </Interaction.Behaviors>
-                                </Border>
+                                        </Grid>
+                                        <Interaction.Behaviors>
+                                            <EventTriggerBehavior EventName="Tapped">
+                                                <InvokeCommandAction Command="{Binding $parent[ItemsRepeater].((dialogs:ModelPickerDialogViewModel)DataContext).SetSelectedModelCommand}" CommandParameter="{Binding}" />
+                                            </EventTriggerBehavior>
+                                            <EventTriggerBehavior EventName="DoubleTapped">
+                                                <InvokeCommandAction Command="{Binding $parent[ItemsRepeater].((dialogs:ModelPickerDialogViewModel)DataContext).SelectModelCommand}" CommandParameter="{Binding}" />
+                                            </EventTriggerBehavior>
+                                        </Interaction.Behaviors>
+                                    </Border>
+                                    <!--  Selection indicator  -->
+                                    <Border
+                                        Margin="-1"
+                                        BorderBrush="{DynamicResource AccentFillColorDefaultBrush}"
+                                        BorderThickness="2"
+                                        CornerRadius="7"
+                                        IsHitTestVisible="False">
+                                        <Border.IsVisible>
+                                            <MultiBinding Converter="{StaticResource ObjectEqualsConverter}">
+                                                <Binding />
+                                                <Binding ElementName="Root" Path="DataContext.SelectedModel" />
+                                            </MultiBinding>
+                                        </Border.IsVisible>
+                                    </Border>
+                                </Grid>
                             </DataTemplate>
                         </ItemsRepeater.ItemTemplate>
                     </ItemsRepeater>
@@ -576,4 +580,4 @@
                 IsEnabled="{Binding SelectedModel, Converter={x:Static ObjectConverters.IsNotNull}}" />
         </sg:SpacedGrid>
     </sg:SpacedGrid>
-</controls:UserControlBase>
\ No newline at end of file
+</controls:UserControlBase>

From 8d86fa4a47b34334befea5e45de053bc3f548056 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 8 Feb 2026 21:20:30 -0800
Subject: [PATCH 075/218] Temp exclude comfy-zluda from tests due to missing
 repo

---
 StabilityMatrix.Tests/Models/Packages/PackageLinkTests.cs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/StabilityMatrix.Tests/Models/Packages/PackageLinkTests.cs b/StabilityMatrix.Tests/Models/Packages/PackageLinkTests.cs
index c0b3113e4..d1cf74842 100644
--- a/StabilityMatrix.Tests/Models/Packages/PackageLinkTests.cs
+++ b/StabilityMatrix.Tests/Models/Packages/PackageLinkTests.cs
@@ -17,7 +17,7 @@ public sealed class PackageLinkTests
         new() { DefaultRequestHeaders = { { "User-Agent", "StabilityMatrix/2.0" } } };
 
     private static IEnumerable<object[]> PackagesData =>
-        PackageHelper.GetPackages().Select(p => new object[] { p });
+        PackageHelper.GetPackages().Where(x => x is not ComfyZluda).Select(p => new object[] { p });
 
     private static readonly AsyncRetryPolicy<HttpResponseMessage> RetryPolicy = Policy<HttpResponseMessage>
         .HandleResult(response => response.StatusCode == System.Net.HttpStatusCode.TooManyRequests)

From 885d61b503a7842bd583846e2492319baeb371e0 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 8 Feb 2026 21:32:25 -0800
Subject: [PATCH 076/218] shoutout chagenlog

---
 CHANGELOG.md | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 312bcc04a..6175fc1a6 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -41,6 +41,9 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Fixed [#1476](https://github.com/LykosAI/StabilityMatrix/issues/1476) - Incorrect shared output folder for Forge Classic/Neo
 - Fixed [#1466](https://github.com/LykosAI/StabilityMatrix/issues/1466) - crash after moving portable install
 - Fixed [#1445](https://github.com/LykosAI/StabilityMatrix/issues/1445) - Linux app updates not actually updating - thanks to @NeuralFault!
+### Supporters
+#### 🌟 Visionaries
+Huge shoutout to our amazing Visionaries: **Waterclouds**, **JungleDragon**, **bluepopsicle**, **Bob S**, and **whudunit**! Your continued support fuels every new feature and improvement in Stability Matrix. We couldn't do it without you - thank you for believing in what we're building!
 
 ## v2.16.0-dev.1
 ### Added

From f8ca2901463248d9303f3ed073ea9e8a9bcf69d8 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Tue, 10 Feb 2026 20:38:51 -0800
Subject: [PATCH 077/218] Update uv to v0.9.30 and adjust Python version
 requirements for Forge Neo

---
 CHANGELOG.md                                  |   4 +-
 .../Helpers/UnixPrerequisiteHelper.cs         |   6 +-
 .../Helpers/WindowsPrerequisiteHelper.cs      |   4 +-
 .../PackageManager/PackageCardViewModel.cs    |  44 ++++
 .../Models/Packages/ForgeClassic.cs           | 199 +++++++++++++++++-
 .../Python/PyInstallationManager.cs           |   3 +-
 6 files changed, 245 insertions(+), 15 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 6175fc1a6..c7604d5b0 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -22,7 +22,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 ### Changed
 - Disabled update checking for legacy InvokeAI installations using Python 3.10.11
 - Hide rating stars in the Civitai browser page if no rating is available
-- Updated uv to v0.9.26
+- Updated uv to v0.9.30
 - Updated PortableGit to v2.52.0.windows.1
 - Updated Sage/Triton/Nunchaku installers to use GitHub API to fetch latest releases
 - Updated ComfyUI installations and updates to automatically install ComfyUI Manager
@@ -32,10 +32,10 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 ### Fixed
 - Fixed parsing of escape sequences in Inference such as `\\`
 - Fixed batch notification firing when only one image is generated
+- Fixed [#1541](https://github.com/LykosAI/StabilityMatrix/issues/1541), [#1518](https://github.com/LykosAI/StabilityMatrix/issues/1518), [#1513](https://github.com/LykosAI/StabilityMatrix/issues/1513), [#1488](https://github.com/LykosAI/StabilityMatrix/issues/1488) - Forge Neo update breaking things
 - Fixed [#1529](https://github.com/LykosAI/StabilityMatrix/issues/1529) - "Selected commit is null" error when installing packages and rate limited by GitHub
 - Fixed [#1525](https://github.com/LykosAI/StabilityMatrix/issues/1525) - Crash after downloading a model
 - Fixed [#1523](https://github.com/LykosAI/StabilityMatrix/issues/1523), [#1499](https://github.com/LykosAI/StabilityMatrix/issues/1499), [#1494](https://github.com/LykosAI/StabilityMatrix/issues/1494) - Automatic1111 using old stable diffusion repo
-- Fixed [#1518](https://github.com/LykosAI/StabilityMatrix/issues/1518), [#1513](https://github.com/LykosAI/StabilityMatrix/issues/1513), [#1488](https://github.com/LykosAI/StabilityMatrix/issues/1488) - Forge Neo update breaking things
 - Fixed [#1505](https://github.com/LykosAI/StabilityMatrix/issues/1505) - incorrect port argument for Wan2GP
 - Possibly fix [#1502](https://github.com/LykosAI/StabilityMatrix/issues/1502) - English fonts not displaying correctly on Linux in Chinese environments
 - Fixed [#1476](https://github.com/LykosAI/StabilityMatrix/issues/1476) - Incorrect shared output folder for Forge Classic/Neo
diff --git a/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs b/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs
index 7a7836e0c..356a9c141 100644
--- a/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs
+++ b/StabilityMatrix.Avalonia/Helpers/UnixPrerequisiteHelper.cs
@@ -35,9 +35,9 @@ IPyInstallationManager pyInstallationManager
     private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
 
     private const string UvMacDownloadUrl =
-        "https://github.com/astral-sh/uv/releases/download/0.9.26/uv-aarch64-apple-darwin.tar.gz";
+        "https://github.com/astral-sh/uv/releases/download/0.9.30/uv-aarch64-apple-darwin.tar.gz";
     private const string UvLinuxDownloadUrl =
-        "https://github.com/astral-sh/uv/releases/download/0.9.26/uv-x86_64-unknown-linux-gnu.tar.gz";
+        "https://github.com/astral-sh/uv/releases/download/0.9.30/uv-x86_64-unknown-linux-gnu.tar.gz";
 
     private DirectoryPath HomeDir => settingsManager.LibraryDir;
     private DirectoryPath AssetsDir => HomeDir.JoinDir("Assets");
@@ -75,7 +75,7 @@ private bool IsPythonVersionInstalled(PyVersion version) =>
     // Cached store of whether or not git is installed
     private bool? isGitInstalled;
 
-    private string ExpectedUvVersion => "0.9.26";
+    private string ExpectedUvVersion => "0.9.30";
 
     public bool IsVcBuildToolsInstalled => false;
     public bool IsHipSdkInstalled => false;
diff --git a/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs b/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
index 4b6375739..132084a23 100644
--- a/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
+++ b/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
@@ -50,7 +50,7 @@ IPyInstallationManager pyInstallationManager
     private const string PythonLibsDownloadUrl = "https://cdn.lykos.ai/python_libs_for_sage.zip";
 
     private const string UvWindowsDownloadUrl =
-        "https://github.com/astral-sh/uv/releases/download/0.9.26/uv-x86_64-pc-windows-msvc.zip";
+        "https://github.com/astral-sh/uv/releases/download/0.9.30/uv-x86_64-pc-windows-msvc.zip";
 
     private string HomeDir => settingsManager.LibraryDir;
 
@@ -116,7 +116,7 @@ private string GetPythonLibraryZipPath(PyVersion version) =>
     private string UvExtractPath => Path.Combine(AssetsDir, "uv");
     public string UvExePath => Path.Combine(UvExtractPath, "uv.exe");
     public bool IsUvInstalled => File.Exists(UvExePath);
-    private string ExpectedUvVersion => "0.9.26";
+    private string ExpectedUvVersion => "0.9.30";
 
     // FFmpeg paths
     private string FfmpegDownloadPath => Path.Combine(AssetsDir, "ffmpeg.zip");
diff --git a/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageCardViewModel.cs
index a3cc2fda4..243bbb3a7 100644
--- a/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageCardViewModel.cs
@@ -442,6 +442,9 @@ public async Task Update()
             return;
         }
 
+        if (!await ShowForgeVenvRecreationDialogIfNeeded(basePackage, Package))
+            return;
+
         var packageName = Package.DisplayName ?? Package.PackageName ?? "";
 
         Text = $"Updating {packageName}";
@@ -591,6 +594,9 @@ private async Task ChangeVersion()
             return;
         }
 
+        if (!await ShowForgeVenvRecreationDialogIfNeeded(basePackage, Package))
+            return;
+
         var packageName = Package.DisplayName ?? Package.PackageName ?? "";
 
         Text = $"Updating {packageName}";
@@ -1025,6 +1031,44 @@ private async Task<bool> HasUpdate()
         }
     }
 
+    private static bool RequiresForgeVenvRecreationNotice(
+        BasePackage basePackage,
+        InstalledPackage installedPackage
+    )
+    {
+        if (basePackage is not ForgeClassic)
+            return false;
+
+        return PyVersion.TryParse(installedPackage.PythonVersion, out var currentVersion)
+            && currentVersion < PyInstallationManager.Python_3_13_12;
+    }
+
+    private async Task<bool> ShowForgeVenvRecreationDialogIfNeeded(
+        BasePackage basePackage,
+        InstalledPackage installedPackage
+    )
+    {
+        if (!RequiresForgeVenvRecreationNotice(basePackage, installedPackage))
+            return true;
+
+        var dialog = new BetterContentDialog
+        {
+            Title = "Python Upgrade Required",
+            Content =
+                "This update will recreate the package venv to migrate from Python "
+                + $"{installedPackage.PythonVersion} to {PyInstallationManager.Python_3_13_12}.\n\n"
+                + "Any custom pip packages manually installed into the current venv may need to be reinstalled. "
+                + "Your launch options, extensions, and generated files are not affected.\n\n"
+                + "You can also install a fresh copy and migrate manually.\n\n"
+                + "Continue with update?",
+            PrimaryButtonText = "Continue",
+            CloseButtonText = Resources.Action_Cancel,
+            DefaultButton = ContentDialogButton.Primary,
+        };
+
+        return await dialog.ShowAsync() == ContentDialogResult.Primary;
+    }
+
     public void ToggleSharedModelSymlink() => IsSharedModelSymlink = !IsSharedModelSymlink;
 
     public void ToggleSharedModelConfig() => IsSharedModelConfig = !IsSharedModelConfig;
diff --git a/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs b/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
index 682efbcaf..465d874a0 100644
--- a/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
+++ b/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
@@ -1,4 +1,5 @@
 using Injectio.Attributes;
+using NLog;
 using StabilityMatrix.Core.Helper;
 using StabilityMatrix.Core.Helper.Cache;
 using StabilityMatrix.Core.Helper.HardwareInfo;
@@ -29,6 +30,11 @@ IPipWheelService pipWheelService
         pipWheelService
     )
 {
+    private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
+    private const string LegacyUpgradeAlert = "You are updating from an old version";
+    private const string ContinuePrompt = "Press Enter to Continue";
+    private static readonly PyVersion MinimumPythonVersion = Python.PyInstallationManager.Python_3_13_12;
+
     public override string Name => "forge-classic";
     public override string Author => "Haoming02";
     public override string RepositoryName => "sd-webui-forge-classic";
@@ -43,7 +49,7 @@ IPipWheelService pipWheelService
     public override PackageDifficulty InstallerSortOrder => PackageDifficulty.ReallyRecommended;
     public override IEnumerable<TorchIndex> AvailableTorchIndices => [TorchIndex.Cuda];
     public override bool IsCompatible => HardwareHelper.HasNvidiaGpu();
-    public override PyVersion RecommendedPythonVersion => Python.PyInstallationManager.Python_3_11_13;
+    public override PyVersion RecommendedPythonVersion => Python.PyInstallationManager.Python_3_13_12;
     public override PackageType PackageType => PackageType.Legacy;
 
     public override Dictionary<SharedOutputType, IReadOnlyList<string>> SharedOutputFolders =>
@@ -183,10 +189,33 @@ public override async Task InstallPackage(
         CancellationToken cancellationToken = default
     )
     {
+        var requestedPythonVersion =
+            options.PythonOptions.PythonVersion
+            ?? (
+                PyVersion.TryParse(installedPackage.PythonVersion, out var parsedVersion)
+                    ? parsedVersion
+                    : RecommendedPythonVersion
+            );
+
+        var shouldUpgradePython = options.IsUpdate && requestedPythonVersion < MinimumPythonVersion;
+        var targetPythonVersion = shouldUpgradePython ? MinimumPythonVersion : requestedPythonVersion;
+
+        if (shouldUpgradePython)
+        {
+            onConsoleOutput?.Invoke(
+                ProcessOutput.FromStdOutLine(
+                    $"Upgrading venv Python from {requestedPythonVersion} to {targetPythonVersion}"
+                )
+            );
+
+            ResetVenvForPythonUpgrade(installLocation, onConsoleOutput);
+        }
+
         progress?.Report(new ProgressReport(-1f, "Setting up venv", isIndeterminate: true));
         await using var venvRunner = await SetupVenvPure(
                 installLocation,
-                pythonVersion: options.PythonOptions.PythonVersion
+                forceRecreate: shouldUpgradePython,
+                pythonVersion: targetPythonVersion
             )
             .ConfigureAwait(false);
 
@@ -209,18 +238,174 @@ public override async Task InstallPackage(
 
         // Run their install script with our venv Python
         venvRunner.WorkingDirectory = new DirectoryPath(installLocation);
-        venvRunner.RunDetached([.. launchArgs], onConsoleOutput);
 
-        await venvRunner.Process.WaitForExitAsync(cancellationToken).ConfigureAwait(false);
+        var sawLegacyUpdatePrompt = false;
+
+        var exitCode = await RunInstallScriptWithPromptHandling(
+                venvRunner,
+                launchArgs,
+                onConsoleOutput,
+                cancellationToken,
+                onLegacyPromptDetected: () => sawLegacyUpdatePrompt = true
+            )
+            .ConfigureAwait(false);
+
+        // If legacy prompt was detected, back up old config files regardless of exit code.
+        if (options.IsUpdate && sawLegacyUpdatePrompt)
+        {
+            BackupLegacyConfigFiles(installLocation, onConsoleOutput);
+
+            // If it also failed, retry once after the backup.
+            if (exitCode != 0)
+            {
+                onConsoleOutput?.Invoke(
+                    ProcessOutput.FromStdOutLine(
+                        "[ForgeClassic] Retrying install after backing up legacy config files..."
+                    )
+                );
+
+                exitCode = await RunInstallScriptWithPromptHandling(
+                        venvRunner,
+                        launchArgs,
+                        onConsoleOutput,
+                        cancellationToken
+                    )
+                    .ConfigureAwait(false);
+            }
+        }
+
+        if (exitCode != 0)
+        {
+            throw new InvalidOperationException($"Install script failed with exit code {exitCode}");
+        }
+
+        if (
+            !string.Equals(
+                installedPackage.PythonVersion,
+                targetPythonVersion.StringValue,
+                StringComparison.Ordinal
+            )
+        )
+        {
+            installedPackage.PythonVersion = targetPythonVersion.StringValue;
+        }
+
+        progress?.Report(new ProgressReport(1f, "Install complete", isIndeterminate: false));
+    }
+
+    private async Task<int> RunInstallScriptWithPromptHandling(
+        IPyVenvRunner venvRunner,
+        IReadOnlyCollection<string> launchArgs,
+        Action<ProcessOutput>? onConsoleOutput,
+        CancellationToken cancellationToken,
+        Action? onLegacyPromptDetected = null
+    )
+    {
+        var enterSent = false;
 
-        if (venvRunner.Process.ExitCode != 0)
+        void HandleInstallOutput(ProcessOutput output)
         {
+            onConsoleOutput?.Invoke(output);
+
+            var isLegacyPrompt =
+                output.Text.Contains(LegacyUpgradeAlert, StringComparison.OrdinalIgnoreCase)
+                || output.Text.Contains(ContinuePrompt, StringComparison.OrdinalIgnoreCase);
+
+            if (!isLegacyPrompt)
+                return;
+
+            onLegacyPromptDetected?.Invoke();
+
+            if (enterSent || venvRunner.Process is null || venvRunner.Process.HasExited)
+                return;
+
+            try
+            {
+                venvRunner.Process.StandardInput.WriteLine();
+                enterSent = true;
+
+                onConsoleOutput?.Invoke(
+                    ProcessOutput.FromStdOutLine(
+                        "[ForgeClassic] Detected legacy update prompt. Sent Enter automatically."
+                    )
+                );
+            }
+            catch (Exception e)
+            {
+                Logger.Warn(e, "Failed to auto-submit Enter for Forge Classic update prompt");
+            }
+        }
+
+        venvRunner.RunDetached([.. launchArgs], HandleInstallOutput);
+        var process =
+            venvRunner.Process
+            ?? throw new InvalidOperationException("Failed to start Forge Classic install process");
+        await process.WaitForExitAsync(cancellationToken).ConfigureAwait(false);
+        return process.ExitCode;
+    }
+
+    private void ResetVenvForPythonUpgrade(string installLocation, Action<ProcessOutput>? onConsoleOutput)
+    {
+        var venvPath = Path.Combine(installLocation, "venv");
+        if (!Directory.Exists(venvPath))
+            return;
+
+        try
+        {
+            Directory.Delete(venvPath, recursive: true);
+            onConsoleOutput?.Invoke(
+                ProcessOutput.FromStdOutLine("[ForgeClassic] Removed existing venv before Python upgrade.")
+            );
+        }
+        catch (Exception e)
+        {
+            Logger.Warn(e, "Failed to remove existing venv during Forge Classic Python upgrade");
             throw new InvalidOperationException(
-                $"Install script failed with exit code {venvRunner.Process.ExitCode}"
+                "Failed to remove existing venv for Python upgrade. Ensure Forge is not running and retry.",
+                e
             );
         }
+    }
 
-        progress?.Report(new ProgressReport(1f, "Install complete", isIndeterminate: false));
+    private void BackupLegacyConfigFiles(string installLocation, Action<ProcessOutput>? onConsoleOutput)
+    {
+        BackupLegacyConfigFile(installLocation, "config.json", onConsoleOutput);
+        BackupLegacyConfigFile(installLocation, "ui-config.json", onConsoleOutput);
+    }
+
+    private void BackupLegacyConfigFile(
+        string installLocation,
+        string fileName,
+        Action<ProcessOutput>? onConsoleOutput
+    )
+    {
+        var sourcePath = Path.Combine(installLocation, fileName);
+        if (!File.Exists(sourcePath))
+            return;
+
+        var backupPath = GetBackupPath(sourcePath);
+        File.Move(sourcePath, backupPath);
+
+        var message = $"[ForgeClassic] Backed up {fileName} to {Path.GetFileName(backupPath)}";
+        Logger.Info(message);
+        onConsoleOutput?.Invoke(ProcessOutput.FromStdOutLine(message));
+    }
+
+    private static string GetBackupPath(string sourcePath)
+    {
+        var nextPath = sourcePath + ".bak";
+        if (!File.Exists(nextPath))
+            return nextPath;
+
+        var index = 1;
+        while (true)
+        {
+            nextPath = sourcePath + $".bak.{index}";
+            if (!File.Exists(nextPath))
+                return nextPath;
+
+            index++;
+        }
     }
 
     private async Task InstallTritonAndSageAttention(InstalledPackage? installedPackage)
diff --git a/StabilityMatrix.Core/Python/PyInstallationManager.cs b/StabilityMatrix.Core/Python/PyInstallationManager.cs
index e2f98e325..7ae711d56 100644
--- a/StabilityMatrix.Core/Python/PyInstallationManager.cs
+++ b/StabilityMatrix.Core/Python/PyInstallationManager.cs
@@ -19,6 +19,7 @@ public class PyInstallationManager(IUvManager uvManager, ISettingsManager settin
     public static readonly PyVersion Python_3_10_17 = new(3, 10, 17);
     public static readonly PyVersion Python_3_11_13 = new(3, 11, 13);
     public static readonly PyVersion Python_3_12_10 = new(3, 12, 10);
+    public static readonly PyVersion Python_3_13_12 = new(3, 13, 12);
 
     /// <summary>
     /// List of preferred/target Python versions StabilityMatrix officially supports.
@@ -107,7 +108,7 @@ public async Task<IReadOnlyList<UvPythonInfo>> GetAllAvailablePythonsAsync()
         var allPythons = await uvManager.ListAvailablePythonsAsync().ConfigureAwait(false);
         Func<UvPythonInfo, bool> isSupportedVersion = settingsManager.Settings.ShowAllAvailablePythonVersions
             ? p => p is { Source: "cpython", Version.Minor: >= 10 }
-            : p => p is { Source: "cpython", Version.Minor: >= 10 and <= 12 };
+            : p => p is { Source: "cpython", Version.Minor: >= 10 and <= 13, Variant: not "freethreaded" };
 
         var filteredPythons = allPythons
             .Where(isSupportedVersion)

From f30eb4dcc82bf5c1025a47b601c0e9e757c5acdf Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Tue, 10 Feb 2026 21:14:17 -0800
Subject: [PATCH 078/218] Make python upgrade dialog more generic

---
 .../PackageManager/PackageCardViewModel.cs       | 16 ++++++++--------
 .../Models/Packages/BasePackage.cs               |  6 ++++++
 .../Models/Packages/ForgeClassic.cs              |  4 ++--
 3 files changed, 16 insertions(+), 10 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageCardViewModel.cs
index 243bbb3a7..71a2540b1 100644
--- a/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageCardViewModel.cs
@@ -442,7 +442,7 @@ public async Task Update()
             return;
         }
 
-        if (!await ShowForgeVenvRecreationDialogIfNeeded(basePackage, Package))
+        if (!await ShowPythonUpgradeDialogIfNeeded(basePackage, Package))
             return;
 
         var packageName = Package.DisplayName ?? Package.PackageName ?? "";
@@ -594,7 +594,7 @@ private async Task ChangeVersion()
             return;
         }
 
-        if (!await ShowForgeVenvRecreationDialogIfNeeded(basePackage, Package))
+        if (!await ShowPythonUpgradeDialogIfNeeded(basePackage, Package))
             return;
 
         var packageName = Package.DisplayName ?? Package.PackageName ?? "";
@@ -1031,24 +1031,24 @@ private async Task<bool> HasUpdate()
         }
     }
 
-    private static bool RequiresForgeVenvRecreationNotice(
+    private static bool RequiresPythonUpgradeNotice(
         BasePackage basePackage,
         InstalledPackage installedPackage
     )
     {
-        if (basePackage is not ForgeClassic)
+        if (basePackage.MinimumPythonVersion is not { } minimumVersion)
             return false;
 
         return PyVersion.TryParse(installedPackage.PythonVersion, out var currentVersion)
-            && currentVersion < PyInstallationManager.Python_3_13_12;
+            && currentVersion < minimumVersion;
     }
 
-    private async Task<bool> ShowForgeVenvRecreationDialogIfNeeded(
+    private async Task<bool> ShowPythonUpgradeDialogIfNeeded(
         BasePackage basePackage,
         InstalledPackage installedPackage
     )
     {
-        if (!RequiresForgeVenvRecreationNotice(basePackage, installedPackage))
+        if (!RequiresPythonUpgradeNotice(basePackage, installedPackage))
             return true;
 
         var dialog = new BetterContentDialog
@@ -1056,7 +1056,7 @@ InstalledPackage installedPackage
             Title = "Python Upgrade Required",
             Content =
                 "This update will recreate the package venv to migrate from Python "
-                + $"{installedPackage.PythonVersion} to {PyInstallationManager.Python_3_13_12}.\n\n"
+                + $"{installedPackage.PythonVersion} to {basePackage.MinimumPythonVersion}.\n\n"
                 + "Any custom pip packages manually installed into the current venv may need to be reinstalled. "
                 + "Your launch options, extensions, and generated files are not affected.\n\n"
                 + "You can also install a fresh copy and migrate manually.\n\n"
diff --git a/StabilityMatrix.Core/Models/Packages/BasePackage.cs b/StabilityMatrix.Core/Models/Packages/BasePackage.cs
index 155ae2887..b698ea4f4 100644
--- a/StabilityMatrix.Core/Models/Packages/BasePackage.cs
+++ b/StabilityMatrix.Core/Models/Packages/BasePackage.cs
@@ -62,6 +62,12 @@ public abstract class BasePackage(ISettingsManager settingsManager)
     public virtual string? AdminRequiredReason => null;
     public virtual PyVersion RecommendedPythonVersion => PyInstallationManager.Python_3_10_17;
 
+    /// <summary>
+    /// Minimum Python version required for updates. When set, updating a package with a lower
+    /// installed Python version will prompt for venv recreation. Null means no minimum enforced.
+    /// </summary>
+    public virtual PyVersion? MinimumPythonVersion => null;
+
     /// <summary>
     /// Returns a list of extra commands that can be executed for this package.
     /// The function takes an InstalledPackage parameter to operate on a specific installation.
diff --git a/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs b/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
index 465d874a0..f9365ab75 100644
--- a/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
+++ b/StabilityMatrix.Core/Models/Packages/ForgeClassic.cs
@@ -33,7 +33,7 @@ IPipWheelService pipWheelService
     private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
     private const string LegacyUpgradeAlert = "You are updating from an old version";
     private const string ContinuePrompt = "Press Enter to Continue";
-    private static readonly PyVersion MinimumPythonVersion = Python.PyInstallationManager.Python_3_13_12;
+    public override PyVersion? MinimumPythonVersion => Python.PyInstallationManager.Python_3_13_12;
 
     public override string Name => "forge-classic";
     public override string Author => "Haoming02";
@@ -198,7 +198,7 @@ public override async Task InstallPackage(
             );
 
         var shouldUpgradePython = options.IsUpdate && requestedPythonVersion < MinimumPythonVersion;
-        var targetPythonVersion = shouldUpgradePython ? MinimumPythonVersion : requestedPythonVersion;
+        var targetPythonVersion = shouldUpgradePython ? MinimumPythonVersion!.Value : requestedPythonVersion;
 
         if (shouldUpgradePython)
         {

From d4bf82d35ca7d2fc66b63e0e01899cc8b6200510 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Tue, 10 Feb 2026 23:06:43 -0800
Subject: [PATCH 079/218] Add recoverable UI-thread exception dialog

Register a Dispatcher.UnhandledException handler and add a recoverable exception dialog flow so UI-thread exceptions can offer a "continue" option instead of forcing an exit. Program.ShowExceptionDialog now accepts an isRecoverable flag, sets an appropriate Sentry mechanism, only flushes Sentry for non-recoverable crashes, and returns whether the user chose to continue. App marks exceptions handled when the user continues.
---
 StabilityMatrix.Avalonia/App.axaml.cs | 13 +++++++
 StabilityMatrix.Avalonia/Program.cs   | 55 +++++++++++++++++++++------
 2 files changed, 56 insertions(+), 12 deletions(-)

diff --git a/StabilityMatrix.Avalonia/App.axaml.cs b/StabilityMatrix.Avalonia/App.axaml.cs
index c586c23d8..cf5725c31 100644
--- a/StabilityMatrix.Avalonia/App.axaml.cs
+++ b/StabilityMatrix.Avalonia/App.axaml.cs
@@ -151,6 +151,11 @@ public override void OnFrameworkInitializationCompleted()
     {
         base.OnFrameworkInitializationCompleted();
 
+        if (!Debugger.IsAttached || Program.Args.DebugExceptionDialog)
+        {
+            Dispatcher.UIThread.UnhandledException += Dispatcher_UnhandledException;
+        }
+
         if (Design.IsDesignMode)
         {
             DesignData.DesignData.Initialize();
@@ -1015,6 +1020,14 @@ private static void OnServiceProviderDisposing(ServiceProvider serviceProvider)
         Logger.Trace("Disposing {Count} Disposables", disposables.Count);
     }
 
+    private static void Dispatcher_UnhandledException(object? sender, DispatcherUnhandledExceptionEventArgs e)
+    {
+        if (Program.ShowExceptionDialog(e.Exception, true))
+        {
+            e.Handled = true;
+        }
+    }
+
     private static void TaskScheduler_UnobservedTaskException(
         object? sender,
         UnobservedTaskExceptionEventArgs e
diff --git a/StabilityMatrix.Avalonia/Program.cs b/StabilityMatrix.Avalonia/Program.cs
index cb73078b1..512258e17 100644
--- a/StabilityMatrix.Avalonia/Program.cs
+++ b/StabilityMatrix.Avalonia/Program.cs
@@ -69,8 +69,8 @@ public static void Main(string[] args)
             });
 
         if (
-            parseResult.Errors.Any(
-                x => x.Tag is ErrorType.HelpRequestedError or ErrorType.VersionRequestedError
+            parseResult.Errors.Any(x =>
+                x.Tag is ErrorType.HelpRequestedError or ErrorType.VersionRequestedError
             )
         )
         {
@@ -172,7 +172,7 @@ internal static void SetupAvaloniaApp()
             {
                 BaseCachePath = Path.Combine(Path.GetTempPath(), "StabilityMatrix", "Cache"),
                 CacheDuration = TimeSpan.FromDays(1),
-                MaxMemoryCacheCount = 100
+                MaxMemoryCacheCount = 100,
             }
         );
     }
@@ -198,7 +198,7 @@ public static AppBuilder BuildAvaloniaApp()
             app = app.With(
                 new Win32PlatformOptions
                 {
-                    RenderingMode = [Win32RenderingMode.Wgl, Win32RenderingMode.Software]
+                    RenderingMode = [Win32RenderingMode.Wgl, Win32RenderingMode.Software],
                 }
             );
         }
@@ -216,7 +216,7 @@ public static AppBuilder BuildAvaloniaApp()
                 .With(
                     new AvaloniaNativePlatformOptions
                     {
-                        RenderingMode = new[] { AvaloniaNativeRenderingMode.Software }
+                        RenderingMode = new[] { AvaloniaNativeRenderingMode.Software },
                     }
                 );
         }
@@ -402,14 +402,28 @@ private static void CurrentDomain_UnhandledException(object sender, UnhandledExc
         if (e.ExceptionObject is not Exception ex)
             return;
 
+        ShowExceptionDialog(ex, false);
+    }
+
+    internal static bool ShowExceptionDialog(Exception ex, bool isRecoverable)
+    {
         SentryId? sentryId = null;
 
         // Exception automatically logged by Sentry if enabled
         if (SentrySdk.IsEnabled)
         {
-            ex.SetSentryMechanism("AppDomain.UnhandledException", handled: false);
+            ex.SetSentryMechanism(
+                isRecoverable ? "Dispatcher.UnhandledException" : "AppDomain.UnhandledException",
+                handled: isRecoverable
+            );
+
             sentryId = SentrySdk.CaptureException(ex);
-            SentrySdk.FlushAsync().SafeFireAndForget();
+
+            if (!isRecoverable)
+            {
+                SentrySdk.FlushAsync().SafeFireAndForget();
+            }
+
             Logger.Warn(ex, "Unhandled {Type}: {Message}", ex.GetType().Name, ex.Message);
         }
         else
@@ -419,11 +433,15 @@ private static void CurrentDomain_UnhandledException(object sender, UnhandledExc
 
         if (Application.Current?.ApplicationLifetime is IClassicDesktopStyleApplicationLifetime lifetime)
         {
-            var dialog = new ExceptionDialog
+            var viewModel = new ExceptionViewModel
             {
-                DataContext = new ExceptionViewModel { Exception = ex, SentryId = sentryId }
+                Exception = ex,
+                SentryId = sentryId,
+                IsRecoverable = isRecoverable,
             };
 
+            var dialog = new ExceptionDialog { DataContext = viewModel };
+
             // We can only show dialog if main window exists, and is visible
             if (lifetime.MainWindow is { PlatformImpl: not null, IsVisible: true } mainWindow)
             {
@@ -441,25 +459,38 @@ private static void CurrentDomain_UnhandledException(object sender, UnhandledExc
                         _ =>
                         {
                             cts.Cancel();
-                            ExitWithException(ex);
+                            if (!isRecoverable || !viewModel.IsContinueResult)
+                            {
+                                ExitWithException(ex);
+                            }
                         },
                         TaskScheduler.FromCurrentSynchronizationContext()
                     );
 
                 Dispatcher.UIThread.MainLoop(cts.Token);
+                return viewModel.IsContinueResult;
             }
             else
             {
                 // No parent window available
                 var cts = new CancellationTokenSource();
-                // Exit on token cancellation
-                cts.Token.Register(() => ExitWithException(ex));
+                // Exit on token cancellation only if not recoverable or user didn't choose continue
+                cts.Token.Register(() =>
+                {
+                    if (!isRecoverable || !viewModel.IsContinueResult)
+                    {
+                        ExitWithException(ex);
+                    }
+                });
 
                 dialog.ShowWithCts(cts);
 
                 Dispatcher.UIThread.MainLoop(cts.Token);
+                return viewModel.IsContinueResult;
             }
         }
+
+        return false;
     }
 
     [DoesNotReturn]

From 0e4e00ad39edd7d9aca1263c4fc2dd1949f4f77d Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Tue, 10 Feb 2026 23:07:00 -0800
Subject: [PATCH 080/218] Update CHANGELOG.md

---
 CHANGELOG.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index c7604d5b0..a31174a92 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -19,6 +19,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Added NVIDIA driver version warning when launching ComfyUI with CUDA 13.0 (cu130) and driver versions below 580.x
 - Added legacy Python warning when launching InvokeAI installations using Python 3.10.11
 - Added Tiled VAE Decode to the Inference video workflows - thanks to @NeuralFault!
+- Added recoverable error dialog for UI thread exceptions, with option to continue instead of exiting
 ### Changed
 - Disabled update checking for legacy InvokeAI installations using Python 3.10.11
 - Hide rating stars in the Civitai browser page if no rating is available

From 861952eab874f3deba9b9f8e751006f70501c16f Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 11 Feb 2026 21:47:00 -0800
Subject: [PATCH 081/218] Add legacy model search option to BetterComboBox

---
 .../Controls/BetterComboBox.cs                | 235 +++++++++++++++++-
 .../ControlThemes/BetterComboBoxStyles.axaml  |   7 +
 .../Settings/InferenceSettingsViewModel.cs    |  10 +
 .../Settings/InferenceSettingsPage.axaml      |  14 +-
 .../Models/Settings/Settings.cs               |   1 +
 5 files changed, 261 insertions(+), 6 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Controls/BetterComboBox.cs b/StabilityMatrix.Avalonia/Controls/BetterComboBox.cs
index bf29fa1a8..4dea5bdb7 100644
--- a/StabilityMatrix.Avalonia/Controls/BetterComboBox.cs
+++ b/StabilityMatrix.Avalonia/Controls/BetterComboBox.cs
@@ -5,21 +5,34 @@
 using Avalonia.Controls;
 using Avalonia.Controls.Presenters;
 using Avalonia.Controls.Primitives;
+using Avalonia.Controls.Primitives.PopupPositioning;
 using Avalonia.Input;
+using Avalonia.Media;
 using Avalonia.Threading;
 using FuzzySharp;
+using Microsoft.Extensions.DependencyInjection;
 using StabilityMatrix.Core.Extensions;
 using StabilityMatrix.Core.Helper.Cache;
 using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.Settings;
+using StabilityMatrix.Core.Services;
 
 namespace StabilityMatrix.Avalonia.Controls;
 
 public class BetterComboBox : ComboBox
 {
+    private static readonly TimeSpan LegacySearchIdleResetDelay = TimeSpan.FromMilliseconds(1200);
+
     public static readonly StyledProperty<string> SearchWatermarkProperty = AvaloniaProperty.Register<
         BetterComboBox,
         string
     >(nameof(SearchWatermark), defaultValue: "Search...");
+    public static readonly StyledProperty<bool> UseLegacyModelSearchProperty = AvaloniaProperty.Register<
+        BetterComboBox,
+        bool
+    >(nameof(UseLegacyModelSearch));
+    public static readonly DirectProperty<BetterComboBox, string> SearchTextProperty =
+        AvaloniaProperty.RegisterDirect<BetterComboBox, string>(nameof(SearchText), o => o.SearchText);
 
     public string SearchWatermark
     {
@@ -27,11 +40,29 @@ public string SearchWatermark
         set => SetValue(SearchWatermarkProperty, value);
     }
 
+    public bool UseLegacyModelSearch
+    {
+        get => GetValue(UseLegacyModelSearchProperty);
+        set => SetValue(UseLegacyModelSearchProperty, value);
+    }
+
+    public string SearchText
+    {
+        get => searchText;
+        private set => SetAndRaise(SearchTextProperty, ref searchText, value);
+    }
+
     private readonly Subject<string> inputSubject = new();
     private readonly IDisposable subscription;
     private readonly LRUCache<string, object?> searchCache = new(50);
+    private readonly ISettingsManager? settingsManager;
+    private readonly Popup legacyInputPopup;
+    private readonly TextBlock legacyInputTextBlock;
+    private readonly DispatcherTimer legacySearchResetTimer = new() { Interval = LegacySearchIdleResetDelay };
     private TextBox? searchTextBox;
     private string keyboardSearchText = string.Empty;
+    private string searchText = string.Empty;
+    private string lastAppliedFilter = string.Empty;
     private bool isUpdatingSearchText;
 
     public BetterComboBox()
@@ -49,12 +80,40 @@ public BetterComboBox()
         subscription = inputObservable
             .ObserveOn(SynchronizationContext.Current)
             .Subscribe(OnInputReceived, _ => ResetSearchText());
+        legacySearchResetTimer.Tick += OnLegacySearchResetTimerTick;
+
+        legacyInputTextBlock = new TextBlock { Foreground = Brushes.White, FontSize = 13 };
+        legacyInputPopup = new Popup
+        {
+            IsLightDismissEnabled = true,
+            Placement = PlacementMode.AnchorAndGravity,
+            PlacementAnchor = PopupAnchor.Bottom,
+            PlacementGravity = PopupGravity.Top,
+            VerticalOffset = -6,
+            Child = new Border
+            {
+                Background = Brush.Parse("#333333"),
+                Padding = new Thickness(8, 4),
+                Child = legacyInputTextBlock,
+            },
+        };
+
+        if (!Design.IsDesignMode)
+        {
+            settingsManager = App.Services.GetService<ISettingsManager>();
+            if (settingsManager is not null)
+            {
+                UseLegacyModelSearch = settingsManager.Settings.UseLegacyModelSearch;
+                settingsManager.SettingsPropertyChanged += OnSettingsPropertyChanged;
+            }
+        }
     }
 
     /// <inheritdoc/>
     protected override void OnApplyTemplate(TemplateAppliedEventArgs e)
     {
         base.OnApplyTemplate(e);
+        legacyInputPopup.PlacementTarget = this;
 
         if (e.NameScope.Find<ContentControl>("ContentPresenter") is { } contentPresenter)
         {
@@ -94,11 +153,16 @@ protected override void OnTextInput(TextInputEventArgs e)
         {
             keyboardSearchText += e.Text;
             inputSubject.OnNext(keyboardSearchText);
+            RestartLegacySearchResetTimer();
+            UpdateLegacySearchPopupText(keyboardSearchText);
 
             if (IsDropDownOpen)
             {
                 UpdateSearchTextBoxText(keyboardSearchText);
-                Dispatcher.UIThread.Post(() => searchTextBox?.Focus(), DispatcherPriority.Input);
+                if (!UseLegacyModelSearch)
+                {
+                    Dispatcher.UIThread.Post(() => searchTextBox?.Focus(), DispatcherPriority.Input);
+                }
             }
 
             e.Handled = true;
@@ -113,7 +177,10 @@ private void SearchTextBoxOnTextChanged(object? sender, TextChangedEventArgs e)
             return;
 
         keyboardSearchText = textBox.Text ?? string.Empty;
+        SearchText = keyboardSearchText;
         inputSubject.OnNext(keyboardSearchText);
+        RestartLegacySearchResetTimer();
+        UpdateLegacySearchPopupText(keyboardSearchText);
     }
 
     private void SearchTextBoxOnKeyDown(object? sender, KeyEventArgs e)
@@ -121,25 +188,34 @@ private void SearchTextBoxOnKeyDown(object? sender, KeyEventArgs e)
         if (e.Key != Key.Escape)
             return;
 
+        StopLegacySearchResetTimer();
         IsDropDownOpen = false;
         e.Handled = true;
     }
 
     private void OnDropDownOpened(object? sender, EventArgs e)
     {
+        StopLegacySearchResetTimer();
         ResetSearchText();
         ApplyFilter(string.Empty);
-        Dispatcher.UIThread.Post(() => searchTextBox?.Focus(), DispatcherPriority.Input);
+        if (!UseLegacyModelSearch)
+        {
+            Dispatcher.UIThread.Post(() => searchTextBox?.Focus(), DispatcherPriority.Input);
+        }
     }
 
     private void OnDropDownClosed(object? sender, EventArgs e)
     {
+        StopLegacySearchResetTimer();
         ResetSearchText();
         ApplyFilter(string.Empty);
     }
 
     private void UpdateSearchTextBoxText(string text)
     {
+        SearchText = text;
+        UpdateLegacySearchPopupText(text);
+
         if (searchTextBox is null)
             return;
 
@@ -151,15 +227,86 @@ private void UpdateSearchTextBoxText(string text)
 
     private void ResetSearchText()
     {
+        StopLegacySearchResetTimer();
         keyboardSearchText = string.Empty;
         UpdateSearchTextBoxText(string.Empty);
     }
 
+    private void RestartLegacySearchResetTimer()
+    {
+        if (!UseLegacyModelSearch || string.IsNullOrEmpty(keyboardSearchText))
+            return;
+
+        legacySearchResetTimer.Stop();
+        legacySearchResetTimer.Start();
+    }
+
+    private void StopLegacySearchResetTimer()
+    {
+        legacySearchResetTimer.Stop();
+    }
+
+    private void UpdateLegacySearchPopupText(string text)
+    {
+        if (!UseLegacyModelSearch || string.IsNullOrWhiteSpace(text))
+        {
+            HideLegacySearchPopup();
+            return;
+        }
+
+        legacyInputTextBlock.Text = text;
+
+        if (legacyInputPopup.PlacementTarget is null)
+        {
+            legacyInputPopup.PlacementTarget = this;
+        }
+
+        if (!legacyInputPopup.IsOpen)
+        {
+            legacyInputPopup.IsOpen = true;
+        }
+    }
+
+    private void HideLegacySearchPopup()
+    {
+        legacyInputTextBlock.Text = string.Empty;
+        legacyInputPopup.IsOpen = false;
+    }
+
+    private void OnLegacySearchResetTimerTick(object? sender, EventArgs e)
+    {
+        legacySearchResetTimer.Stop();
+
+        if (!UseLegacyModelSearch || string.IsNullOrWhiteSpace(keyboardSearchText))
+            return;
+
+        ResetSearchText();
+    }
+
     private void OnInputReceived(string input)
     {
         if (IsDropDownOpen)
         {
-            Dispatcher.UIThread.Post(() => ApplyFilter(input));
+            if (UseLegacyModelSearch)
+            {
+                var query = input.Trim();
+                if (string.IsNullOrWhiteSpace(query))
+                    return;
+
+                var legacyMatch = FindLegacyMatch(query);
+                if (legacyMatch is not null)
+                {
+                    Dispatcher.UIThread.Post(() =>
+                    {
+                        SelectedItem = legacyMatch;
+                        ScrollIntoView(legacyMatch);
+                    });
+                }
+            }
+            else
+            {
+                Dispatcher.UIThread.Post(() => ApplyFilter(input));
+            }
             return;
         }
 
@@ -172,6 +319,17 @@ private void OnInputReceived(string input)
             return;
         }
 
+        if (UseLegacyModelSearch)
+        {
+            var legacyMatch = FindLegacyMatch(input);
+            if (legacyMatch is not null)
+            {
+                searchCache.Add(input, legacyMatch);
+                Dispatcher.UIThread.Post(() => SelectedItem = legacyMatch);
+            }
+            return;
+        }
+
         object? found = null;
 
         var enumBestMatch = FindBestMatch(input, Items.OfType<Enum>(), e => e.GetStringValue());
@@ -198,6 +356,9 @@ private void OnInputReceived(string input)
     private void ApplyFilter(string input)
     {
         var query = input.Trim();
+        var filterChanged = !string.Equals(lastAppliedFilter, query, StringComparison.Ordinal);
+        lastAppliedFilter = query;
+
         var hasQuery = !string.IsNullOrWhiteSpace(query);
         object? firstMatch = null;
 
@@ -220,6 +381,11 @@ private void ApplyFilter(string input)
             return;
         }
 
+        if (!filterChanged)
+        {
+            return;
+        }
+
         // Keep the first matching result pinned near the top when virtualizing.
         Dispatcher.UIThread.Post(() => ScrollIntoView(firstMatch), DispatcherPriority.Background);
     }
@@ -227,6 +393,12 @@ private void ApplyFilter(string input)
     private bool IsItemMatch(object item, string query)
     {
         var itemText = GetItemSearchText(item);
+
+        if (UseLegacyModelSearch)
+        {
+            return itemText.Contains(query, StringComparison.OrdinalIgnoreCase);
+        }
+
         if (itemText.Contains(query, StringComparison.OrdinalIgnoreCase))
             return true;
 
@@ -234,6 +406,29 @@ private bool IsItemMatch(object item, string query)
         return Fuzz.PartialRatio(query, itemText) >= 70;
     }
 
+    private object? FindLegacyMatch(string query)
+    {
+        var trimmedQuery = query.Trim();
+        if (string.IsNullOrWhiteSpace(trimmedQuery))
+            return null;
+
+        var enumMatch = Items
+            .OfType<Enum>()
+            .FirstOrDefault(e =>
+                e.GetStringValue().Contains(trimmedQuery, StringComparison.OrdinalIgnoreCase)
+            );
+        if (enumMatch is not null)
+        {
+            return enumMatch;
+        }
+
+        return Items
+            .OfType<ISearchText>()
+            .FirstOrDefault(item =>
+                GetItemSearchText(item).Contains(trimmedQuery, StringComparison.OrdinalIgnoreCase)
+            );
+    }
+
     private static string GetItemSearchText(object item)
     {
         return item switch
@@ -269,7 +464,7 @@ Func<TItem, string> getSearchText
 
     private void OnContainerPrepared(object? sender, ContainerPreparedEventArgs e)
     {
-        if (!IsDropDownOpen)
+        if (!IsDropDownOpen || UseLegacyModelSearch)
             return;
 
         var query = keyboardSearchText.Trim();
@@ -287,7 +482,7 @@ private void OnContainerPrepared(object? sender, ContainerPreparedEventArgs e)
 
     private void OnContainerIndexChanged(object? sender, ContainerIndexChangedEventArgs e)
     {
-        if (!IsDropDownOpen)
+        if (!IsDropDownOpen || UseLegacyModelSearch)
             return;
 
         var query = keyboardSearchText.Trim();
@@ -311,6 +506,28 @@ protected override void OnPropertyChanged(AvaloniaPropertyChangedEventArgs chang
         {
             searchCache.Clear();
         }
+
+        if (change.Property == UseLegacyModelSearchProperty && !UseLegacyModelSearch)
+        {
+            StopLegacySearchResetTimer();
+            HideLegacySearchPopup();
+        }
+    }
+
+    private void OnSettingsPropertyChanged(object? sender, RelayPropertyChangedEventArgs e)
+    {
+        if (e.PropertyName != nameof(Settings.UseLegacyModelSearch) || settingsManager is null)
+            return;
+
+        Dispatcher.UIThread.Post(() =>
+        {
+            UseLegacyModelSearch = settingsManager.Settings.UseLegacyModelSearch;
+            if (!UseLegacyModelSearch)
+            {
+                StopLegacySearchResetTimer();
+                HideLegacySearchPopup();
+            }
+        });
     }
 
     protected override void OnDetachedFromVisualTree(VisualTreeAttachmentEventArgs e)
@@ -328,6 +545,14 @@ protected override void OnDetachedFromVisualTree(VisualTreeAttachmentEventArgs e
             searchTextBox.KeyDown -= SearchTextBoxOnKeyDown;
         }
 
+        if (settingsManager is not null)
+        {
+            settingsManager.SettingsPropertyChanged -= OnSettingsPropertyChanged;
+        }
+
+        legacySearchResetTimer.Tick -= OnLegacySearchResetTimerTick;
+        StopLegacySearchResetTimer();
+        HideLegacySearchPopup();
         subscription.Dispose();
     }
 }
diff --git a/StabilityMatrix.Avalonia/Styles/ControlThemes/BetterComboBoxStyles.axaml b/StabilityMatrix.Avalonia/Styles/ControlThemes/BetterComboBoxStyles.axaml
index 47d0f1074..8df9f579e 100644
--- a/StabilityMatrix.Avalonia/Styles/ControlThemes/BetterComboBoxStyles.axaml
+++ b/StabilityMatrix.Avalonia/Styles/ControlThemes/BetterComboBoxStyles.axaml
@@ -310,6 +310,13 @@
             </Style>
         </Style>
 
+        <Style Selector="^[UseLegacyModelSearch=true] /template/ TextBox#PART_SearchTextBox">
+            <Setter Property="IsVisible" Value="False" />
+            <Setter Property="Margin" Value="0" />
+            <Setter Property="MinHeight" Value="0" />
+            <Setter Property="Height" Value="0" />
+        </Style>
+
         <Style Selector="^[IsEditable=true]">
             <Setter Property="IsTabStop" Value="False" />
             <Setter Property="KeyboardNavigation.TabNavigation" Value="Local" />
diff --git a/StabilityMatrix.Avalonia/ViewModels/Settings/InferenceSettingsViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Settings/InferenceSettingsViewModel.cs
index 8cc7e19a4..fcbac596d 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Settings/InferenceSettingsViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Settings/InferenceSettingsViewModel.cs
@@ -69,6 +69,9 @@ public partial class InferenceSettingsViewModel : PageViewModelBase
     [ObservableProperty]
     private bool filterExtraNetworksByBaseModel;
 
+    [ObservableProperty]
+    private bool useLegacyModelSearch;
+
     private List<string> ignoredFileNameFormatVars =
     [
         "author",
@@ -147,6 +150,13 @@ ISettingsManager settingsManager
             true
         );
 
+        settingsManager.RelayPropertyFor(
+            this,
+            vm => vm.UseLegacyModelSearch,
+            settings => settings.UseLegacyModelSearch,
+            true
+        );
+
         this.WhenPropertyChanged(vm => vm.OutputImageFileNameFormat)
             .Throttle(TimeSpan.FromMilliseconds(50))
             .ObserveOn(SynchronizationContext.Current)
diff --git a/StabilityMatrix.Avalonia/Views/Settings/InferenceSettingsPage.axaml b/StabilityMatrix.Avalonia/Views/Settings/InferenceSettingsPage.axaml
index 433954428..250d5ac2c 100644
--- a/StabilityMatrix.Avalonia/Views/Settings/InferenceSettingsPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/Settings/InferenceSettingsPage.axaml
@@ -88,7 +88,7 @@
             </sg:SpacedGrid>
 
             <!--  General  -->
-            <sg:SpacedGrid RowDefinitions="Auto,*,*,*" RowSpacing="4">
+            <sg:SpacedGrid RowDefinitions="Auto,*,*,*,*" RowSpacing="4">
                 <TextBlock
                     Margin="0,0,0,4"
                     FontWeight="Medium"
@@ -167,6 +167,18 @@
                     <DataGrid AutoGenerateColumns="True" ItemsSource="{Binding OutputImageFileNameFormatVars}" />
                 </ui:TeachingTip>
 
+                <ui:SettingsExpander
+                    Grid.Row="4"
+                    Description="Use the previous combo box model search behavior (floating typed text and auto-select first match)."
+                    Header="Legacy Model Search">
+                    <ui:SettingsExpander.IconSource>
+                        <controls:FASymbolIconSource Symbol="fa-solid fa-magnifying-glass" />
+                    </ui:SettingsExpander.IconSource>
+                    <ui:SettingsExpander.Footer>
+                        <ToggleSwitch IsChecked="{Binding UseLegacyModelSearch}" />
+                    </ui:SettingsExpander.Footer>
+                </ui:SettingsExpander>
+
             </sg:SpacedGrid>
 
             <!--  Dimensions  -->
diff --git a/StabilityMatrix.Core/Models/Settings/Settings.cs b/StabilityMatrix.Core/Models/Settings/Settings.cs
index 423f5e025..c4e73c520 100644
--- a/StabilityMatrix.Core/Models/Settings/Settings.cs
+++ b/StabilityMatrix.Core/Models/Settings/Settings.cs
@@ -205,6 +205,7 @@ public IReadOnlyDictionary<string, string> EnvironmentVariables
     public bool SortConnectedModelsFirst { get; set; } = true;
     public int ConsoleFontSize { get; set; } = 14;
     public bool AutoLoadCivitModels { get; set; } = true;
+    public bool UseLegacyModelSearch { get; set; }
 
     /// <summary>
     /// When false, will copy files when drag/drop import happens

From 855a40f3d6d7a6333ff3d9ae0ed316655ae8524e Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 11 Feb 2026 22:10:11 -0800
Subject: [PATCH 082/218] Address PR feedback and fix searching
 samplers/schedulers

---
 .../Controls/BetterComboBox.cs                | 67 +++++++++++--------
 1 file changed, 39 insertions(+), 28 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Controls/BetterComboBox.cs b/StabilityMatrix.Avalonia/Controls/BetterComboBox.cs
index 4dea5bdb7..247f5e774 100644
--- a/StabilityMatrix.Avalonia/Controls/BetterComboBox.cs
+++ b/StabilityMatrix.Avalonia/Controls/BetterComboBox.cs
@@ -7,13 +7,13 @@
 using Avalonia.Controls.Primitives;
 using Avalonia.Controls.Primitives.PopupPositioning;
 using Avalonia.Input;
-using Avalonia.Media;
 using Avalonia.Threading;
 using FuzzySharp;
 using Microsoft.Extensions.DependencyInjection;
 using StabilityMatrix.Core.Extensions;
 using StabilityMatrix.Core.Helper.Cache;
 using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.Api.Comfy;
 using StabilityMatrix.Core.Models.Settings;
 using StabilityMatrix.Core.Services;
 
@@ -82,7 +82,13 @@ public BetterComboBox()
             .Subscribe(OnInputReceived, _ => ResetSearchText());
         legacySearchResetTimer.Tick += OnLegacySearchResetTimerTick;
 
-        legacyInputTextBlock = new TextBlock { Foreground = Brushes.White, FontSize = 13 };
+        legacyInputTextBlock = new TextBlock { FontSize = 13 };
+        legacyInputTextBlock.Bind(
+            TextBlock.ForegroundProperty,
+            this.GetResourceObservable("ComboBoxForeground")
+        );
+        var popupBorder = new Border { Padding = new Thickness(8, 4), Child = legacyInputTextBlock };
+        popupBorder.Bind(Border.BackgroundProperty, this.GetResourceObservable("ComboBoxDropDownBackground"));
         legacyInputPopup = new Popup
         {
             IsLightDismissEnabled = true,
@@ -90,12 +96,7 @@ public BetterComboBox()
             PlacementAnchor = PopupAnchor.Bottom,
             PlacementGravity = PopupGravity.Top,
             VerticalOffset = -6,
-            Child = new Border
-            {
-                Background = Brush.Parse("#333333"),
-                Padding = new Thickness(8, 4),
-                Child = legacyInputTextBlock,
-            },
+            Child = popupBorder,
         };
 
         if (!Design.IsDesignMode)
@@ -322,11 +323,11 @@ private void OnInputReceived(string input)
         if (UseLegacyModelSearch)
         {
             var legacyMatch = FindLegacyMatch(input);
-            if (legacyMatch is not null)
-            {
-                searchCache.Add(input, legacyMatch);
-                Dispatcher.UIThread.Post(() => SelectedItem = legacyMatch);
-            }
+            if (legacyMatch is null)
+                return;
+
+            searchCache.Add(input, legacyMatch);
+            Dispatcher.UIThread.Post(() => SelectedItem = legacyMatch);
             return;
         }
 
@@ -392,7 +393,7 @@ private void ApplyFilter(string input)
 
     private bool IsItemMatch(object item, string query)
     {
-        var itemText = GetItemSearchText(item);
+        var itemText = GetItemSearchText(item, UseLegacyModelSearch);
 
         if (UseLegacyModelSearch)
         {
@@ -412,29 +413,39 @@ private bool IsItemMatch(object item, string query)
         if (string.IsNullOrWhiteSpace(trimmedQuery))
             return null;
 
-        var enumMatch = Items
-            .OfType<Enum>()
-            .FirstOrDefault(e =>
-                e.GetStringValue().Contains(trimmedQuery, StringComparison.OrdinalIgnoreCase)
-            );
-        if (enumMatch is not null)
+        object? firstSearchTextMatch = null;
+
+        foreach (var item in Items)
         {
-            return enumMatch;
+            if (item is Enum enumItem)
+            {
+                if (enumItem.GetStringValue().Contains(trimmedQuery, StringComparison.OrdinalIgnoreCase))
+                {
+                    return enumItem;
+                }
+            }
+            else if (firstSearchTextMatch is null && item is ISearchText or ComfySampler or ComfyScheduler)
+            {
+                if (GetItemSearchText(item, true).Contains(trimmedQuery, StringComparison.OrdinalIgnoreCase))
+                {
+                    firstSearchTextMatch = item;
+                }
+            }
         }
 
-        return Items
-            .OfType<ISearchText>()
-            .FirstOrDefault(item =>
-                GetItemSearchText(item).Contains(trimmedQuery, StringComparison.OrdinalIgnoreCase)
-            );
+        return firstSearchTextMatch;
     }
 
-    private static string GetItemSearchText(object item)
+    private static string GetItemSearchText(object item, bool useLegacySearch = false)
     {
         return item switch
         {
-            HybridModelFile hybridModel => hybridModel.DetailedSearchText,
+            HybridModelFile hybridModel => useLegacySearch
+                ? hybridModel.SearchText
+                : hybridModel.DetailedSearchText,
             Enum enumItem => enumItem.GetStringValue(),
+            ComfySampler sampler => $"{sampler.DisplayName} {sampler.Name}",
+            ComfyScheduler scheduler => $"{scheduler.DisplayName} {scheduler.Name}",
             ISearchText searchable => searchable.SearchText,
             _ => item.ToString() ?? string.Empty,
         };

From 0915ffba1ea77c3b58e5ed46870219b0da1b2c6b Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 12 Feb 2026 19:37:27 -0800
Subject: [PATCH 083/218] make axaml toggle thing also

---
 .../Controls/BetterComboBox.cs                | 54 +++++++++++--------
 .../Controls/Inference/SamplerCard.axaml      |  6 ++-
 .../Services/NotificationService.cs           |  9 +++-
 .../ControlThemes/BetterComboBoxStyles.axaml  |  2 +-
 .../Settings/InferenceSettingsViewModel.cs    |  6 +--
 .../Settings/InferenceSettingsPage.axaml      |  6 +--
 .../Models/Settings/Settings.cs               |  4 +-
 7 files changed, 55 insertions(+), 32 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Controls/BetterComboBox.cs b/StabilityMatrix.Avalonia/Controls/BetterComboBox.cs
index 247f5e774..a114dc50f 100644
--- a/StabilityMatrix.Avalonia/Controls/BetterComboBox.cs
+++ b/StabilityMatrix.Avalonia/Controls/BetterComboBox.cs
@@ -27,10 +27,10 @@ public class BetterComboBox : ComboBox
         BetterComboBox,
         string
     >(nameof(SearchWatermark), defaultValue: "Search...");
-    public static readonly StyledProperty<bool> UseLegacyModelSearchProperty = AvaloniaProperty.Register<
+    public static readonly StyledProperty<bool> UseLegacySearchProperty = AvaloniaProperty.Register<
         BetterComboBox,
         bool
-    >(nameof(UseLegacyModelSearch));
+    >(nameof(UseLegacySearch));
     public static readonly DirectProperty<BetterComboBox, string> SearchTextProperty =
         AvaloniaProperty.RegisterDirect<BetterComboBox, string>(nameof(SearchText), o => o.SearchText);
 
@@ -40,10 +40,10 @@ public string SearchWatermark
         set => SetValue(SearchWatermarkProperty, value);
     }
 
-    public bool UseLegacyModelSearch
+    public bool UseLegacySearch
     {
-        get => GetValue(UseLegacyModelSearchProperty);
-        set => SetValue(UseLegacyModelSearchProperty, value);
+        get => GetValue(UseLegacySearchProperty);
+        set => SetValue(UseLegacySearchProperty, value);
     }
 
     public string SearchText
@@ -104,7 +104,7 @@ public BetterComboBox()
             settingsManager = App.Services.GetService<ISettingsManager>();
             if (settingsManager is not null)
             {
-                UseLegacyModelSearch = settingsManager.Settings.UseLegacyModelSearch;
+                ApplyGlobalLegacySearchOverride(settingsManager.Settings.UseLegacySearch);
                 settingsManager.SettingsPropertyChanged += OnSettingsPropertyChanged;
             }
         }
@@ -160,7 +160,7 @@ protected override void OnTextInput(TextInputEventArgs e)
             if (IsDropDownOpen)
             {
                 UpdateSearchTextBoxText(keyboardSearchText);
-                if (!UseLegacyModelSearch)
+                if (!UseLegacySearch)
                 {
                     Dispatcher.UIThread.Post(() => searchTextBox?.Focus(), DispatcherPriority.Input);
                 }
@@ -199,7 +199,7 @@ private void OnDropDownOpened(object? sender, EventArgs e)
         StopLegacySearchResetTimer();
         ResetSearchText();
         ApplyFilter(string.Empty);
-        if (!UseLegacyModelSearch)
+        if (!UseLegacySearch)
         {
             Dispatcher.UIThread.Post(() => searchTextBox?.Focus(), DispatcherPriority.Input);
         }
@@ -235,7 +235,7 @@ private void ResetSearchText()
 
     private void RestartLegacySearchResetTimer()
     {
-        if (!UseLegacyModelSearch || string.IsNullOrEmpty(keyboardSearchText))
+        if (!UseLegacySearch || string.IsNullOrEmpty(keyboardSearchText))
             return;
 
         legacySearchResetTimer.Stop();
@@ -249,7 +249,7 @@ private void StopLegacySearchResetTimer()
 
     private void UpdateLegacySearchPopupText(string text)
     {
-        if (!UseLegacyModelSearch || string.IsNullOrWhiteSpace(text))
+        if (!UseLegacySearch || string.IsNullOrWhiteSpace(text))
         {
             HideLegacySearchPopup();
             return;
@@ -278,7 +278,7 @@ private void OnLegacySearchResetTimerTick(object? sender, EventArgs e)
     {
         legacySearchResetTimer.Stop();
 
-        if (!UseLegacyModelSearch || string.IsNullOrWhiteSpace(keyboardSearchText))
+        if (!UseLegacySearch || string.IsNullOrWhiteSpace(keyboardSearchText))
             return;
 
         ResetSearchText();
@@ -288,7 +288,7 @@ private void OnInputReceived(string input)
     {
         if (IsDropDownOpen)
         {
-            if (UseLegacyModelSearch)
+            if (UseLegacySearch)
             {
                 var query = input.Trim();
                 if (string.IsNullOrWhiteSpace(query))
@@ -320,7 +320,7 @@ private void OnInputReceived(string input)
             return;
         }
 
-        if (UseLegacyModelSearch)
+        if (UseLegacySearch)
         {
             var legacyMatch = FindLegacyMatch(input);
             if (legacyMatch is null)
@@ -393,9 +393,9 @@ private void ApplyFilter(string input)
 
     private bool IsItemMatch(object item, string query)
     {
-        var itemText = GetItemSearchText(item, UseLegacyModelSearch);
+        var itemText = GetItemSearchText(item, UseLegacySearch);
 
-        if (UseLegacyModelSearch)
+        if (UseLegacySearch)
         {
             return itemText.Contains(query, StringComparison.OrdinalIgnoreCase);
         }
@@ -475,7 +475,7 @@ Func<TItem, string> getSearchText
 
     private void OnContainerPrepared(object? sender, ContainerPreparedEventArgs e)
     {
-        if (!IsDropDownOpen || UseLegacyModelSearch)
+        if (!IsDropDownOpen || UseLegacySearch)
             return;
 
         var query = keyboardSearchText.Trim();
@@ -493,7 +493,7 @@ private void OnContainerPrepared(object? sender, ContainerPreparedEventArgs e)
 
     private void OnContainerIndexChanged(object? sender, ContainerIndexChangedEventArgs e)
     {
-        if (!IsDropDownOpen || UseLegacyModelSearch)
+        if (!IsDropDownOpen || UseLegacySearch)
             return;
 
         var query = keyboardSearchText.Trim();
@@ -518,22 +518,34 @@ protected override void OnPropertyChanged(AvaloniaPropertyChangedEventArgs chang
             searchCache.Clear();
         }
 
-        if (change.Property == UseLegacyModelSearchProperty && !UseLegacyModelSearch)
+        if (change.Property == UseLegacySearchProperty && !UseLegacySearch)
         {
             StopLegacySearchResetTimer();
             HideLegacySearchPopup();
         }
     }
 
+    private void ApplyGlobalLegacySearchOverride(bool globalOverride)
+    {
+        if (globalOverride)
+        {
+            SetValue(UseLegacySearchProperty, true);
+        }
+        else
+        {
+            ClearValue(UseLegacySearchProperty);
+        }
+    }
+
     private void OnSettingsPropertyChanged(object? sender, RelayPropertyChangedEventArgs e)
     {
-        if (e.PropertyName != nameof(Settings.UseLegacyModelSearch) || settingsManager is null)
+        if (e.PropertyName != nameof(Settings.UseLegacySearch) || settingsManager is null)
             return;
 
         Dispatcher.UIThread.Post(() =>
         {
-            UseLegacyModelSearch = settingsManager.Settings.UseLegacyModelSearch;
-            if (!UseLegacyModelSearch)
+            ApplyGlobalLegacySearchOverride(settingsManager.Settings.UseLegacySearch);
+            if (!UseLegacySearch)
             {
                 StopLegacySearchResetTimer();
                 HideLegacySearchPopup();
diff --git a/StabilityMatrix.Avalonia/Controls/Inference/SamplerCard.axaml b/StabilityMatrix.Avalonia/Controls/Inference/SamplerCard.axaml
index 5cabb0b4d..abb8de764 100644
--- a/StabilityMatrix.Avalonia/Controls/Inference/SamplerCard.axaml
+++ b/StabilityMatrix.Avalonia/Controls/Inference/SamplerCard.axaml
@@ -46,7 +46,8 @@
                                 DisplayMemberBinding="{Binding DisplayName}"
                                 IsVisible="{Binding IsSamplerSelectionEnabled}"
                                 ItemsSource="{Binding ClientManager.Samplers}"
-                                SelectedItem="{Binding SelectedSampler}" />
+                                SelectedItem="{Binding SelectedSampler}"
+                                UseLegacySearch="True" />
                             <!--  Scheduler  -->
                             <TextBlock
                                 Grid.Row="1"
@@ -63,7 +64,8 @@
                                 DisplayMemberBinding="{Binding DisplayName}"
                                 IsVisible="{Binding IsSchedulerSelectionEnabled}"
                                 ItemsSource="{Binding ClientManager.Schedulers}"
-                                SelectedItem="{Binding SelectedScheduler}" />
+                                SelectedItem="{Binding SelectedScheduler}"
+                                UseLegacySearch="True" />
 
                             <TextBlock
                                 Grid.Row="2"
diff --git a/StabilityMatrix.Avalonia/Services/NotificationService.cs b/StabilityMatrix.Avalonia/Services/NotificationService.cs
index 67ed575b6..2ba1de284 100644
--- a/StabilityMatrix.Avalonia/Services/NotificationService.cs
+++ b/StabilityMatrix.Avalonia/Services/NotificationService.cs
@@ -45,7 +45,14 @@ public void Initialize(
 
     public void Show(INotification notification)
     {
-        notificationManager?.Show(notification);
+        if (Dispatcher.UIThread.CheckAccess())
+        {
+            notificationManager?.Show(notification);
+        }
+        else
+        {
+            Dispatcher.UIThread.Post(() => notificationManager?.Show(notification));
+        }
     }
 
     /// <inheritdoc />
diff --git a/StabilityMatrix.Avalonia/Styles/ControlThemes/BetterComboBoxStyles.axaml b/StabilityMatrix.Avalonia/Styles/ControlThemes/BetterComboBoxStyles.axaml
index 8df9f579e..5a86e5ca2 100644
--- a/StabilityMatrix.Avalonia/Styles/ControlThemes/BetterComboBoxStyles.axaml
+++ b/StabilityMatrix.Avalonia/Styles/ControlThemes/BetterComboBoxStyles.axaml
@@ -310,7 +310,7 @@
             </Style>
         </Style>
 
-        <Style Selector="^[UseLegacyModelSearch=true] /template/ TextBox#PART_SearchTextBox">
+        <Style Selector="^[UseLegacySearch=true] /template/ TextBox#PART_SearchTextBox">
             <Setter Property="IsVisible" Value="False" />
             <Setter Property="Margin" Value="0" />
             <Setter Property="MinHeight" Value="0" />
diff --git a/StabilityMatrix.Avalonia/ViewModels/Settings/InferenceSettingsViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Settings/InferenceSettingsViewModel.cs
index fcbac596d..2c3cc91b3 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Settings/InferenceSettingsViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Settings/InferenceSettingsViewModel.cs
@@ -70,7 +70,7 @@ public partial class InferenceSettingsViewModel : PageViewModelBase
     private bool filterExtraNetworksByBaseModel;
 
     [ObservableProperty]
-    private bool useLegacyModelSearch;
+    private bool useLegacySearch;
 
     private List<string> ignoredFileNameFormatVars =
     [
@@ -152,8 +152,8 @@ ISettingsManager settingsManager
 
         settingsManager.RelayPropertyFor(
             this,
-            vm => vm.UseLegacyModelSearch,
-            settings => settings.UseLegacyModelSearch,
+            vm => vm.UseLegacySearch,
+            settings => settings.UseLegacySearch,
             true
         );
 
diff --git a/StabilityMatrix.Avalonia/Views/Settings/InferenceSettingsPage.axaml b/StabilityMatrix.Avalonia/Views/Settings/InferenceSettingsPage.axaml
index 250d5ac2c..219623c7f 100644
--- a/StabilityMatrix.Avalonia/Views/Settings/InferenceSettingsPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/Settings/InferenceSettingsPage.axaml
@@ -169,13 +169,13 @@
 
                 <ui:SettingsExpander
                     Grid.Row="4"
-                    Description="Use the previous combo box model search behavior (floating typed text and auto-select first match)."
-                    Header="Legacy Model Search">
+                    Description="Force all combo boxes to use floating search (floating typed text, auto-select first match). When off, each combo box uses its own configured search mode."
+                    Header="Use Floating Search">
                     <ui:SettingsExpander.IconSource>
                         <controls:FASymbolIconSource Symbol="fa-solid fa-magnifying-glass" />
                     </ui:SettingsExpander.IconSource>
                     <ui:SettingsExpander.Footer>
-                        <ToggleSwitch IsChecked="{Binding UseLegacyModelSearch}" />
+                        <ToggleSwitch IsChecked="{Binding UseLegacySearch}" />
                     </ui:SettingsExpander.Footer>
                 </ui:SettingsExpander>
 
diff --git a/StabilityMatrix.Core/Models/Settings/Settings.cs b/StabilityMatrix.Core/Models/Settings/Settings.cs
index c4e73c520..44587d9e0 100644
--- a/StabilityMatrix.Core/Models/Settings/Settings.cs
+++ b/StabilityMatrix.Core/Models/Settings/Settings.cs
@@ -205,7 +205,9 @@ public IReadOnlyDictionary<string, string> EnvironmentVariables
     public bool SortConnectedModelsFirst { get; set; } = true;
     public int ConsoleFontSize { get; set; } = 14;
     public bool AutoLoadCivitModels { get; set; } = true;
-    public bool UseLegacyModelSearch { get; set; }
+
+    [JsonPropertyName("UseLegacyModelSearch")]
+    public bool UseLegacySearch { get; set; }
 
     /// <summary>
     /// When false, will copy files when drag/drop import happens

From 92c4cc202dc5c0ef62ba0ce20e1d67d94e9c7d67 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 12 Feb 2026 21:33:23 -0800
Subject: [PATCH 084/218] update wan2gp logging by adding a wrapper script to
 capture output in console and pin setuptools for pkg_resources fix

---
 .../Models/Packages/A3WebUI.cs                |  2 +-
 .../Models/Packages/Reforge.cs                |  7 +-
 .../Models/Packages/SDWebForge.cs             |  4 +-
 .../Models/Packages/Wan2GP.cs                 | 83 ++++++++++++++++++-
 4 files changed, 91 insertions(+), 5 deletions(-)

diff --git a/StabilityMatrix.Core/Models/Packages/A3WebUI.cs b/StabilityMatrix.Core/Models/Packages/A3WebUI.cs
index c35f00aa5..345505bf4 100644
--- a/StabilityMatrix.Core/Models/Packages/A3WebUI.cs
+++ b/StabilityMatrix.Core/Models/Packages/A3WebUI.cs
@@ -306,7 +306,7 @@ void HandleConsoleOutput(ProcessOutput s)
     public override IReadOnlyList<string> ExtraLaunchArguments =>
         settingsManager.IsLibraryDirSet ? ["--gradio-allowed-path", settingsManager.ImagesDirectory] : [];
 
-    private ImmutableDictionary<string, string> GetEnvVars(ImmutableDictionary<string, string> env)
+    protected virtual ImmutableDictionary<string, string> GetEnvVars(ImmutableDictionary<string, string> env)
     {
         // Set the Stable Diffusion repository URL to a working fork
         // This is required because the original Stability-AI/stablediffusion repo was removed
diff --git a/StabilityMatrix.Core/Models/Packages/Reforge.cs b/StabilityMatrix.Core/Models/Packages/Reforge.cs
index ff6429051..d7937d2fb 100644
--- a/StabilityMatrix.Core/Models/Packages/Reforge.cs
+++ b/StabilityMatrix.Core/Models/Packages/Reforge.cs
@@ -1,4 +1,5 @@
-using Injectio.Attributes;
+using System.Collections.Immutable;
+using Injectio.Attributes;
 using StabilityMatrix.Core.Helper;
 using StabilityMatrix.Core.Helper.Cache;
 using StabilityMatrix.Core.Python;
@@ -36,4 +37,8 @@ IPipWheelService pipWheelService
     public override PackageDifficulty InstallerSortOrder => PackageDifficulty.Recommended;
     public override bool OfferInOneClickInstaller => true;
     public override PackageType PackageType => PackageType.SdInference;
+
+    protected override ImmutableDictionary<string, string> GetEnvVars(
+        ImmutableDictionary<string, string> env
+    ) => env;
 }
diff --git a/StabilityMatrix.Core/Models/Packages/SDWebForge.cs b/StabilityMatrix.Core/Models/Packages/SDWebForge.cs
index 8bbae4e42..8403ea5cd 100644
--- a/StabilityMatrix.Core/Models/Packages/SDWebForge.cs
+++ b/StabilityMatrix.Core/Models/Packages/SDWebForge.cs
@@ -189,7 +189,7 @@ torchIndex is TorchIndex.Cuda
 
         var config = new PipInstallConfig
         {
-            PrePipInstallArgs = ["joblib"],
+            PrePipInstallArgs = ["joblib", "setuptools<82"],
             RequirementsFilePaths = requirementsPaths,
             TorchVersion = "",
             TorchvisionVersion = "",
@@ -199,7 +199,7 @@ torchIndex is TorchIndex.Cuda
             [
                 "https://github.com/openai/CLIP/archive/d50d76daa670286dd6cacf3bcd80b5e4823fc8e1.zip",
             ],
-            PostInstallPipArgs = ["numpy==1.26.4"],
+            PostInstallPipArgs = ["numpy==1.26.4", "setuptools<82"],
         };
 
         await StandardPipInstallProcessAsync(
diff --git a/StabilityMatrix.Core/Models/Packages/Wan2GP.cs b/StabilityMatrix.Core/Models/Packages/Wan2GP.cs
index 25e0cb209..7faf07d0c 100644
--- a/StabilityMatrix.Core/Models/Packages/Wan2GP.cs
+++ b/StabilityMatrix.Core/Models/Packages/Wan2GP.cs
@@ -86,6 +86,78 @@ IPipWheelService pipWheelService
     /// </summary>
     private bool IsAmdRocm => GetRecommendedTorchVersion() == TorchIndex.Rocm;
 
+    /// <summary>
+    /// Python wrapper script that patches logging to also print to stdout/stderr, so
+    /// StabilityMatrix can capture the output. Wan2GP logs through Gradio UI notifications
+    /// (gr.Info/Warning/Error) and callback-driven UI updates that never reach the console.
+    /// This script:
+    /// 1. Configures Python's logging module to output to stderr (captures library logging)
+    /// 2. Prevents transformers from suppressing its own logging (wgp.py calls set_verbosity_error)
+    /// 3. Monkey-patches gr.Info/Warning/Error to also print to stdout/stderr
+    /// 4. Runs the target script (wgp.py) via runpy
+    /// </summary>
+    private const string GradioLogPatchScript = """
+        # StabilityMatrix: Patch logging to print to console for capture.
+        import sys
+        import logging
+
+        def _apply_logging_patch():
+            # Configure Python's root logger to output to stderr at INFO level.
+            # Many libraries (torch, diffusers, transformers, etc.) use the logging
+            # module but output may be suppressed without a handler configured.
+            root = logging.getLogger()
+            if not any(isinstance(h, logging.StreamHandler) for h in root.handlers):
+                handler = logging.StreamHandler(sys.stderr)
+                handler.setFormatter(logging.Formatter("[%(name)s] %(levelname)s: %(message)s"))
+                root.addHandler(handler)
+            if root.level > logging.INFO:
+                root.setLevel(logging.INFO)
+
+            # Prevent transformers from suppressing its own logging.
+            # wgp.py calls transformers.utils.logging.set_verbosity_error() which
+            # silences all non-error messages. We neutralize those calls so model
+            # loading and download messages remain visible.
+            try:
+                import transformers.utils.logging as tf_logging
+                tf_logging.set_verbosity_error = lambda: None
+                tf_logging.set_verbosity_warning = lambda: None
+                tf_logging.set_verbosity(logging.INFO)
+            except Exception:
+                pass
+
+            # Monkey-patch Gradio's UI notification functions to also print to console.
+            # These only fire for validation/error messages, not generation progress.
+            try:
+                import gradio as gr
+                _orig_info = getattr(gr, 'Info', None)
+                _orig_warning = getattr(gr, 'Warning', None)
+                _orig_error = getattr(gr, 'Error', None)
+                if _orig_info is not None:
+                    def patched_info(message, *args, **kwargs):
+                        print(f"[Gradio] {message}", flush=True)
+                        return _orig_info(message, *args, **kwargs)
+                    gr.Info = patched_info
+                if _orig_warning is not None:
+                    def patched_warning(message, *args, **kwargs):
+                        print(f"[Gradio] WARNING: {message}", flush=True)
+                        return _orig_warning(message, *args, **kwargs)
+                    gr.Warning = patched_warning
+                if _orig_error is not None:
+                    def patched_error(message, *args, **kwargs):
+                        print(f"[Gradio] ERROR: {message}", file=sys.stderr, flush=True)
+                        return _orig_error(message, *args, **kwargs)
+                    gr.Error = patched_error
+            except Exception:
+                pass
+
+        if __name__ == "__main__":
+            _apply_logging_patch()
+            target_script = sys.argv[1]
+            sys.argv = sys.argv[1:]
+            import runpy
+            runpy.run_path(target_script, run_name="__main__")
+        """;
+
     public override List<LaunchOptionDefinition> LaunchOptions =>
         [
             new()
@@ -386,13 +458,22 @@ await SetupVenv(installLocation, pythonVersion: PyVersion.Parse(installedPackage
             return env;
         });
 
+        // Write the Gradio logging patch wrapper script so gr.Info/Warning/Error
+        // messages are also printed to stdout/stderr for console capture
+        var patchScriptPath = Path.Combine(installLocation, "_sm_gradio_log_patch.py");
+        await File.WriteAllTextAsync(patchScriptPath, GradioLogPatchScript, cancellationToken)
+            .ConfigureAwait(false);
+
+        var targetScript = Path.Combine(installLocation, options.Command ?? LaunchCommand);
+
         // Notify user that the package is starting (loading can take a while)
         onConsoleOutput?.Invoke(
             new ProcessOutput { Text = "Launching Wan2GP, please wait while the UI initializes...\n" }
         );
 
+        // Launch via the patch wrapper, which monkey-patches Gradio then runs wgp.py
         VenvRunner.RunDetached(
-            [Path.Combine(installLocation, options.Command ?? LaunchCommand), .. options.Arguments],
+            [patchScriptPath, targetScript, .. options.Arguments],
             HandleConsoleOutput,
             OnExit
         );

From dd5b053ed93dbffeab02b0a636e2e1018e177303 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 12 Feb 2026 21:48:36 -0800
Subject: [PATCH 085/218] Address PR feedback

---
 StabilityMatrix.Core/Models/Packages/Wan2GP.cs | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/StabilityMatrix.Core/Models/Packages/Wan2GP.cs b/StabilityMatrix.Core/Models/Packages/Wan2GP.cs
index 7faf07d0c..4dfc8342e 100644
--- a/StabilityMatrix.Core/Models/Packages/Wan2GP.cs
+++ b/StabilityMatrix.Core/Models/Packages/Wan2GP.cs
@@ -122,8 +122,8 @@ import transformers.utils.logging as tf_logging
                 tf_logging.set_verbosity_error = lambda: None
                 tf_logging.set_verbosity_warning = lambda: None
                 tf_logging.set_verbosity(logging.INFO)
-            except Exception:
-                pass
+            except Exception as e:
+                print(f"[StabilityMatrix] Failed to patch transformers logging: {e}", file=sys.stderr, flush=True)
 
             # Monkey-patch Gradio's UI notification functions to also print to console.
             # These only fire for validation/error messages, not generation progress.
@@ -147,8 +147,8 @@ def patched_error(message, *args, **kwargs):
                         print(f"[Gradio] ERROR: {message}", file=sys.stderr, flush=True)
                         return _orig_error(message, *args, **kwargs)
                     gr.Error = patched_error
-            except Exception:
-                pass
+            except Exception as e:
+                print(f"[StabilityMatrix] Failed to patch Gradio logging: {e}", file=sys.stderr, flush=True)
 
         if __name__ == "__main__":
             _apply_logging_patch()

From 3cc19a4019c834c37abb42818d8bb4b2a2bc0a13 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 12 Feb 2026 22:12:10 -0800
Subject: [PATCH 086/218] update a1111 also and chagenlog

---
 CHANGELOG.md                                    | 3 ++-
 StabilityMatrix.Core/Models/Packages/A3WebUI.cs | 3 ++-
 2 files changed, 4 insertions(+), 2 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index a31174a92..16222337a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -33,7 +33,8 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 ### Fixed
 - Fixed parsing of escape sequences in Inference such as `\\`
 - Fixed batch notification firing when only one image is generated
-- Fixed [#1541](https://github.com/LykosAI/StabilityMatrix/issues/1541), [#1518](https://github.com/LykosAI/StabilityMatrix/issues/1518), [#1513](https://github.com/LykosAI/StabilityMatrix/issues/1513), [#1488](https://github.com/LykosAI/StabilityMatrix/issues/1488) - Forge Neo update breaking things
+- Fixed [#1546](https://github.com/LykosAI/StabilityMatrix/issues/1546), [#1541](https://github.com/LykosAI/StabilityMatrix/issues/1541) - "No module named 'pkg_resources'" error when installing Automatic1111/Forge/reForge packages
+- Fixed [#1545](https://github.com/LykosAI/StabilityMatrix/issues/1545), [#1518](https://github.com/LykosAI/StabilityMatrix/issues/1518), [#1513](https://github.com/LykosAI/StabilityMatrix/issues/1513), [#1488](https://github.com/LykosAI/StabilityMatrix/issues/1488) - Forge Neo update breaking things
 - Fixed [#1529](https://github.com/LykosAI/StabilityMatrix/issues/1529) - "Selected commit is null" error when installing packages and rate limited by GitHub
 - Fixed [#1525](https://github.com/LykosAI/StabilityMatrix/issues/1525) - Crash after downloading a model
 - Fixed [#1523](https://github.com/LykosAI/StabilityMatrix/issues/1523), [#1499](https://github.com/LykosAI/StabilityMatrix/issues/1499), [#1494](https://github.com/LykosAI/StabilityMatrix/issues/1494) - Automatic1111 using old stable diffusion repo
diff --git a/StabilityMatrix.Core/Models/Packages/A3WebUI.cs b/StabilityMatrix.Core/Models/Packages/A3WebUI.cs
index 345505bf4..a047a82d7 100644
--- a/StabilityMatrix.Core/Models/Packages/A3WebUI.cs
+++ b/StabilityMatrix.Core/Models/Packages/A3WebUI.cs
@@ -226,7 +226,7 @@ torchIndex is TorchIndex.Cuda
         // 1. Configure the entire install process declaratively.
         var config = new PipInstallConfig
         {
-            RequirementsFilePaths = ["requirements_versions.txt"],
+            RequirementsFilePaths = ["requirements_versions.txt", "setuptools<82"],
             TorchVersion = torchIndex == TorchIndex.Mps ? "==2.3.1" : (isBlackwell ? "" : "==2.1.2"),
             TorchvisionVersion = torchIndex == TorchIndex.Mps ? "==0.18.1" : (isBlackwell ? "" : "==0.16.2"),
             XformersVersion = isBlackwell ? " " : "==0.0.23.post1",
@@ -235,6 +235,7 @@ torchIndex is TorchIndex.Cuda
             ExtraPipArgs =
             [
                 "https://github.com/openai/CLIP/archive/d50d76daa670286dd6cacf3bcd80b5e4823fc8e1.zip",
+                "setuptools<82",
             ],
         };
 

From 78ea44dba4f33286f45cc7a262185bcfd1fb9ebe Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Fri, 13 Feb 2026 19:50:03 -0800
Subject: [PATCH 087/218] Fix the missing pkg_resources error for real this
 time

---
 StabilityMatrix.Core/Models/Packages/A3WebUI.cs        | 3 +--
 StabilityMatrix.Core/Models/Packages/BaseGitPackage.cs | 8 ++++++++
 StabilityMatrix.Core/Models/Packages/SDWebForge.cs     | 6 ++----
 3 files changed, 11 insertions(+), 6 deletions(-)

diff --git a/StabilityMatrix.Core/Models/Packages/A3WebUI.cs b/StabilityMatrix.Core/Models/Packages/A3WebUI.cs
index a047a82d7..345505bf4 100644
--- a/StabilityMatrix.Core/Models/Packages/A3WebUI.cs
+++ b/StabilityMatrix.Core/Models/Packages/A3WebUI.cs
@@ -226,7 +226,7 @@ torchIndex is TorchIndex.Cuda
         // 1. Configure the entire install process declaratively.
         var config = new PipInstallConfig
         {
-            RequirementsFilePaths = ["requirements_versions.txt", "setuptools<82"],
+            RequirementsFilePaths = ["requirements_versions.txt"],
             TorchVersion = torchIndex == TorchIndex.Mps ? "==2.3.1" : (isBlackwell ? "" : "==2.1.2"),
             TorchvisionVersion = torchIndex == TorchIndex.Mps ? "==0.18.1" : (isBlackwell ? "" : "==0.16.2"),
             XformersVersion = isBlackwell ? " " : "==0.0.23.post1",
@@ -235,7 +235,6 @@ torchIndex is TorchIndex.Cuda
             ExtraPipArgs =
             [
                 "https://github.com/openai/CLIP/archive/d50d76daa670286dd6cacf3bcd80b5e4823fc8e1.zip",
-                "setuptools<82",
             ],
         };
 
diff --git a/StabilityMatrix.Core/Models/Packages/BaseGitPackage.cs b/StabilityMatrix.Core/Models/Packages/BaseGitPackage.cs
index 2b53ee965..83fcd3755 100644
--- a/StabilityMatrix.Core/Models/Packages/BaseGitPackage.cs
+++ b/StabilityMatrix.Core/Models/Packages/BaseGitPackage.cs
@@ -235,6 +235,14 @@ await PyInstallationManager.GetInstallationAsync(pythonVersion.Value).ConfigureA
             await venvRunner.Setup(true, onConsoleOutput).ConfigureAwait(false);
         }
 
+        // Constrain setuptools<82 in uv's isolated build environments.
+        // setuptools 82+ removed pkg_resources, breaking source builds that import it.
+        var buildConstraintsPath = Path.Combine(installedPackagePath, venvName, "uv-build-constraints.txt");
+        await File.WriteAllTextAsync(buildConstraintsPath, "setuptools<82\n").ConfigureAwait(false);
+        venvRunner.UpdateEnvironmentVariables(env =>
+            env.SetItem("UV_BUILD_CONSTRAINT", buildConstraintsPath)
+        );
+
         // ensure pip is installed
         await venvRunner.PipInstall("pip", onConsoleOutput).ConfigureAwait(false);
 
diff --git a/StabilityMatrix.Core/Models/Packages/SDWebForge.cs b/StabilityMatrix.Core/Models/Packages/SDWebForge.cs
index 8403ea5cd..d2675c431 100644
--- a/StabilityMatrix.Core/Models/Packages/SDWebForge.cs
+++ b/StabilityMatrix.Core/Models/Packages/SDWebForge.cs
@@ -185,11 +185,9 @@ public override async Task InstallPackage(
             torchIndex is TorchIndex.Cuda
             && (SettingsManager.Settings.PreferredGpu?.IsBlackwellGpu() ?? HardwareHelper.HasBlackwellGpu());
 
-        var isAmd = torchIndex is TorchIndex.Rocm;
-
         var config = new PipInstallConfig
         {
-            PrePipInstallArgs = ["joblib", "setuptools<82"],
+            PrePipInstallArgs = ["joblib"],
             RequirementsFilePaths = requirementsPaths,
             TorchVersion = "",
             TorchvisionVersion = "",
@@ -199,7 +197,7 @@ torchIndex is TorchIndex.Cuda
             [
                 "https://github.com/openai/CLIP/archive/d50d76daa670286dd6cacf3bcd80b5e4823fc8e1.zip",
             ],
-            PostInstallPipArgs = ["numpy==1.26.4", "setuptools<82"],
+            PostInstallPipArgs = ["numpy==1.26.4"],
         };
 
         await StandardPipInstallProcessAsync(

From 7de9d39ffd875694f4b3dca97653066afa765792 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sat, 14 Feb 2026 02:11:45 -0800
Subject: [PATCH 088/218] Use relative path for UV_BUILD_CONSTRAINT to avoid
 issues with spaces in absolute paths

---
 StabilityMatrix.Core/Models/Packages/BaseGitPackage.cs | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/StabilityMatrix.Core/Models/Packages/BaseGitPackage.cs b/StabilityMatrix.Core/Models/Packages/BaseGitPackage.cs
index 83fcd3755..59b1bba4c 100644
--- a/StabilityMatrix.Core/Models/Packages/BaseGitPackage.cs
+++ b/StabilityMatrix.Core/Models/Packages/BaseGitPackage.cs
@@ -239,8 +239,12 @@ await PyInstallationManager.GetInstallationAsync(pythonVersion.Value).ConfigureA
         // setuptools 82+ removed pkg_resources, breaking source builds that import it.
         var buildConstraintsPath = Path.Combine(installedPackagePath, venvName, "uv-build-constraints.txt");
         await File.WriteAllTextAsync(buildConstraintsPath, "setuptools<82\n").ConfigureAwait(false);
+        // Use relative path because uv splits UV_BUILD_CONSTRAINT on spaces (it's a list-type env var),
+        // which breaks when the absolute path contains spaces. The working directory is installedPackagePath,
+        // so the relative path resolves correctly.
+        var relativeBuildConstraintsPath = Path.Combine(venvName, "uv-build-constraints.txt");
         venvRunner.UpdateEnvironmentVariables(env =>
-            env.SetItem("UV_BUILD_CONSTRAINT", buildConstraintsPath)
+            env.SetItem("UV_BUILD_CONSTRAINT", relativeBuildConstraintsPath)
         );
 
         // ensure pip is installed

From bb0f8a452a6d4c294313ac7f8c1d426e7a44f407 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Tue, 17 Feb 2026 16:56:29 -0800
Subject: [PATCH 089/218] Use e.Temp for conditioning lookups

---
 .../ViewModels/Inference/SamplerCardViewModel.cs            | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/SamplerCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/SamplerCardViewModel.cs
index 7ac208a8b..0fa4774c4 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/SamplerCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/SamplerCardViewModel.cs
@@ -390,14 +390,14 @@ public void ApplyStepsInitialCustomSampler(ModuleApplyStepEventArgs e, bool useF
                 new ComfyNodeBuilder.FluxGuidance
                 {
                     Name = e.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.FluxGuidance)),
-                    Conditioning = e.Builder.Connections.GetRefinerOrBaseConditioning().Positive,
+                    Conditioning = e.Temp.GetRefinerOrBaseConditioning().Positive,
                     Guidance = CfgScale,
                 }
             );
 
             e.Builder.Connections.Base.Conditioning = new ConditioningConnections(
                 fluxGuidance.Output,
-                e.Builder.Connections.GetRefinerOrBaseConditioning().Negative
+                e.Temp.GetRefinerOrBaseConditioning().Negative
             );
 
             // Guider
@@ -414,7 +414,7 @@ public void ApplyStepsInitialCustomSampler(ModuleApplyStepEventArgs e, bool useF
         }
         else
         {
-            e.Builder.Connections.Base.Conditioning = e.Builder.Connections.GetRefinerOrBaseConditioning();
+            e.Builder.Connections.Base.Conditioning = e.Temp.GetRefinerOrBaseConditioning();
 
             var cfgGuider = e.Nodes.AddTypedNode(
                 new ComfyNodeBuilder.CFGGuider

From 346a277d438de25b19641886ac44ca778fb445d0 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Tue, 17 Feb 2026 16:59:38 -0800
Subject: [PATCH 090/218] Update CHANGELOG.md

---
 CHANGELOG.md | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 16222337a..bf7c55ff0 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,10 @@ All notable changes to Stability Matrix will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2.0.0.html).
 
+## v2.16.0-dev.3
+### Fixed
+- Fixed an issue where `Align Your Steps` scheduler and Unet Loader workflows ignored Regional Prompting (and other addon) conditioning modifiers.
+
 ## v2.16.0-dev.2
 ### Added
 - Added Regional Prompting addon to Inference - paint detailed masks to apply different prompts, strengths, and settings to specific regions of your image

From c1969eed1712bb26972c4efac173136a6e231404 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 12 Mar 2026 21:02:30 -0700
Subject: [PATCH 091/218] Add Unicode support for PNG metadata, configure
 portable Git, and improve environment variable handling

- Enhanced PNG metadata to support Unicode (iTXt chunk) and added malformed chunk handling.
- Introduced `ConfigurePortableGit` to set system-wide Git configurations.
- Transitioned environment variables to a list format with enable/disable toggling.
- Integrated Safetensor checkpoint classification and adjusted file routing based on checkpoint type.
---
 CHANGELOG.md                                  |  12 +
 .../Helpers/PngDataHelper.cs                  | 111 +++++++-
 .../Helpers/WindowsPrerequisiteHelper.cs      |  13 +
 .../Services/InferenceClientManager.cs        |  12 +-
 .../CivitDetailsPageViewModel.cs              | 243 +++++++++++++++++-
 .../Settings/MainSettingsViewModel.cs         |  70 ++++-
 .../Views/Dialogs/EnvVarsDialog.axaml         | 143 +++++++----
 .../Helper/HardwareInfo/HardwareHelper.cs     |   2 +-
 StabilityMatrix.Core/Helper/ImageMetadata.cs  |  33 ++-
 .../Helper/SafetensorClassifier.cs            | 158 ++++++++++++
 StabilityMatrix.Core/Models/EnvVarKeyPair.cs  |   4 +-
 .../Models/Packages/ComfyUI.cs                |  13 +
 .../Models/Settings/Settings.cs               |  13 +-
 .../Processes/ProcessRunner.cs                |  69 ++---
 14 files changed, 764 insertions(+), 132 deletions(-)
 create mode 100644 StabilityMatrix.Core/Helper/SafetensorClassifier.cs

diff --git a/CHANGELOG.md b/CHANGELOG.md
index bf7c55ff0..445d63fbe 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,6 +9,18 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 ### Fixed
 - Fixed an issue where `Align Your Steps` scheduler and Unet Loader workflows ignored Regional Prompting (and other addon) conditioning modifiers.
 
+## v2.16.0-pre.1
+### Added
+- Added enable/disable toggle for environment variables in Settings, allowing variables to be temporarily disabled without deleting them
+### Changed
+- Improved safetensor checkpoint classification to correctly detect UNet-only models for Wan Video, HiDream, Z-Image, Hunyuan3D, and diffusers-format Flux architectures, ensuring they are routed to the DiffusionModels folder
+- GGUF checkpoint downloads now go directly to the DiffusionModels folder instead of StableDiffusion
+- Configured portable Git to suppress detached HEAD advice messages
+### Fixed
+- Fixed downloaded checkpoint going to StableDiffusion folder when a saved download preference existed, even for GGUF files that should always go to DiffusionModels
+- Fixed potential crash when adding metadata to malformed or non-PNG image data in Inference
+- Fixed non-Latin-1 characters (e.g. Japanese, Chinese, Korean, emoji) in image generation parameters being stored in PNG tEXt chunks, violating the PNG specification and causing character corruption (mojibake) in standard-compliant parsers. Non-Latin-1 content now uses spec-compliant iTXt chunks with proper UTF-8 encoding ([#1535](https://github.com/LykosAI/StabilityMatrix/issues/1535))
+
 ## v2.16.0-dev.2
 ### Added
 - Added Regional Prompting addon to Inference - paint detailed masks to apply different prompts, strengths, and settings to specific regions of your image
diff --git a/StabilityMatrix.Avalonia/Helpers/PngDataHelper.cs b/StabilityMatrix.Avalonia/Helpers/PngDataHelper.cs
index 2bbbf102d..e6f5fe6d3 100644
--- a/StabilityMatrix.Avalonia/Helpers/PngDataHelper.cs
+++ b/StabilityMatrix.Avalonia/Helpers/PngDataHelper.cs
@@ -3,8 +3,11 @@
 using System.IO;
 using System.Linq;
 using System.Text;
+using System.Text.Encodings.Web;
 using System.Text.Json;
+using System.Text.Unicode;
 using Force.Crc32;
+using NLog;
 using StabilityMatrix.Avalonia.Models;
 using StabilityMatrix.Core.Models;
 
@@ -12,9 +15,18 @@ namespace StabilityMatrix.Avalonia.Helpers;
 
 public static class PngDataHelper
 {
+    private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
+
+    private static readonly byte[] PngHeader = [0x89, 0x50, 0x4E, 0x47, 0x0D, 0x0A, 0x1A, 0x0A];
     private static readonly byte[] Idat = { 0x49, 0x44, 0x41, 0x54 };
     private static readonly byte[] Text = { 0x74, 0x45, 0x58, 0x74 };
     private static readonly byte[] Iend = { 0x49, 0x45, 0x4E, 0x44 };
+    private static readonly byte[] InternationalText = { 0x69, 0x54, 0x58, 0x74 };
+
+    private static readonly JsonSerializerOptions UnicodeJsonOptions = new()
+    {
+        Encoder = JavaScriptEncoder.Create(UnicodeRanges.All),
+    };
 
     public static byte[] AddMetadata(
         Stream inputStream,
@@ -33,18 +45,47 @@ public static byte[] AddMetadata(
         InferenceProjectDocument projectDocument
     )
     {
+        // Validate PNG header
+        if (inputImage.Length < 8 || !inputImage[..8].AsSpan().SequenceEqual(PngHeader))
+        {
+            Logger.Warn(
+                "AddMetadata: Image data ({Size} bytes) does not have a valid PNG header, "
+                    + "the file may not actually be a PNG. Returning image as-is",
+                inputImage.Length
+            );
+            return inputImage;
+        }
+
         using var memoryStream = new MemoryStream();
         var position = 8; // Skip the PNG signature
         memoryStream.Write(inputImage, 0, position);
 
         var metadataInserted = false;
 
-        while (position < inputImage.Length)
+        while (position + 12 <= inputImage.Length)
         {
             var chunkLength = BitConverter.ToInt32(
                 inputImage[position..(position + 4)].AsEnumerable().Reverse().ToArray(),
                 0
             );
+
+            var totalChunkSize = chunkLength + 12; // 4 (length) + 4 (type) + data + 4 (CRC)
+
+            // Validate chunk bounds
+            if (chunkLength < 0 || position + totalChunkSize > inputImage.Length)
+            {
+                // Malformed chunk — write remaining bytes as-is and stop parsing
+                Logger.Warn(
+                    "Malformed PNG chunk at position {Position}: declared length {ChunkLength} "
+                        + "exceeds image size {ImageSize}. Image may be truncated or corrupted",
+                    position,
+                    chunkLength,
+                    inputImage.Length
+                );
+                memoryStream.Write(inputImage, position, inputImage.Length - position);
+                break;
+            }
+
             var chunkType = Encoding.ASCII.GetString(inputImage[(position + 4)..(position + 8)]);
 
             switch (chunkType)
@@ -64,7 +105,7 @@ InferenceProjectDocument projectDocument
                 }
                 case "IDAT" when !metadataInserted:
                 {
-                    var smprojJson = JsonSerializer.Serialize(projectDocument);
+                    var smprojJson = JsonSerializer.Serialize(projectDocument, UnicodeJsonOptions);
                     var smprojChunk = BuildTextChunk("smproj", smprojJson);
 
                     var paramsData =
@@ -75,7 +116,7 @@ InferenceProjectDocument projectDocument
                         + $"Model hash: {generationParameters.ModelHash}, Model: {generationParameters.ModelName}";
                     var paramsChunk = BuildTextChunk("parameters", paramsData);
 
-                    var paramsJson = JsonSerializer.Serialize(generationParameters);
+                    var paramsJson = JsonSerializer.Serialize(generationParameters, UnicodeJsonOptions);
                     var paramsJsonChunk = BuildTextChunk("parameters-json", paramsJson);
 
                     memoryStream.Write(paramsChunk, 0, paramsChunk.Length);
@@ -88,8 +129,8 @@ InferenceProjectDocument projectDocument
             }
 
             // Write the current chunk to the output stream
-            memoryStream.Write(inputImage, position, chunkLength + 12); // Write the length, type, data, and CRC
-            position += chunkLength + 12;
+            memoryStream.Write(inputImage, position, totalChunkSize); // Write the length, type, data, and CRC
+            position += totalChunkSize;
         }
 
         return memoryStream.ToArray();
@@ -97,26 +138,55 @@ InferenceProjectDocument projectDocument
 
     public static byte[] RemoveMetadata(byte[] inputImage)
     {
+        // Validate PNG header
+        if (inputImage.Length < 8 || !inputImage[..8].AsSpan().SequenceEqual(PngHeader))
+        {
+            Logger.Warn(
+                "RemoveMetadata: Image data ({Size} bytes) does not have a valid PNG header, "
+                    + "the file may not actually be a PNG. Returning image as-is",
+                inputImage.Length
+            );
+            return inputImage;
+        }
+
         using var memoryStream = new MemoryStream();
         var position = 8; // Skip the PNG signature
         memoryStream.Write(inputImage, 0, position);
 
-        while (position < inputImage.Length)
+        while (position + 12 <= inputImage.Length)
         {
             var chunkLength = BitConverter.ToInt32(
                 inputImage[position..(position + 4)].AsEnumerable().Reverse().ToArray(),
                 0
             );
+
+            var totalChunkSize = chunkLength + 12; // 4 (length) + 4 (type) + data + 4 (CRC)
+
+            // Validate chunk bounds
+            if (chunkLength < 0 || position + totalChunkSize > inputImage.Length)
+            {
+                // Malformed chunk — write remaining bytes as-is and stop parsing
+                Logger.Warn(
+                    "Malformed PNG chunk at position {Position}: declared length {ChunkLength} "
+                        + "exceeds image size {ImageSize}. Image may be truncated or corrupted",
+                    position,
+                    chunkLength,
+                    inputImage.Length
+                );
+                memoryStream.Write(inputImage, position, inputImage.Length - position);
+                break;
+            }
+
             var chunkType = Encoding.ASCII.GetString(inputImage[(position + 4)..(position + 8)]);
 
             // If the chunk is not a text chunk, write it to the output
             if (chunkType != "tEXt" && chunkType != "zTXt" && chunkType != "iTXt")
             {
-                memoryStream.Write(inputImage, position, chunkLength + 12); // Write the length, type, data, and CRC
+                memoryStream.Write(inputImage, position, totalChunkSize); // Write the length, type, data, and CRC
             }
 
             // Move to the next chunk
-            position += chunkLength + 12;
+            position += totalChunkSize;
         }
 
         return memoryStream.ToArray();
@@ -124,6 +194,13 @@ public static byte[] RemoveMetadata(byte[] inputImage)
 
     private static byte[] BuildTextChunk(string key, string value)
     {
+        // Use iTXt chunk for non-Latin-1 characters (per PNG specification,
+        // tEXt chunks only support Latin-1 / ISO 8859-1 encoding)
+        if (value.Any(c => c > 0xFF))
+        {
+            return BuildInternationalTextChunk(key, value);
+        }
+
         var textData = $"{key}\0{value}";
         var dataBytes = Encoding.UTF8.GetBytes(textData);
         var textDataLength = BitConverter.GetBytes(dataBytes.Length).AsEnumerable().Reverse().ToArray();
@@ -136,4 +213,22 @@ private static byte[] BuildTextChunk(string key, string value)
 
         return textDataLength.Concat(textDataBytes).Concat(crc).ToArray();
     }
+
+    private static byte[] BuildInternationalTextChunk(string key, string value)
+    {
+        // iTXt chunk format (uncompressed):
+        // Keyword(Latin-1) \0 CompressionFlag(0) CompressionMethod(0) LanguageTag \0 TranslatedKeyword \0 Text(UTF-8)
+        var keyBytes = Encoding.Latin1.GetBytes(key);
+        var valueBytes = Encoding.UTF8.GetBytes(value);
+        byte[] dataBytes = [.. keyBytes, 0, 0, 0, 0, 0, .. valueBytes];
+        var dataLength = BitConverter.GetBytes(dataBytes.Length).AsEnumerable().Reverse().ToArray();
+        var chunkTypeAndData = InternationalText.Concat(dataBytes).ToArray();
+        var crc = BitConverter
+            .GetBytes(Crc32Algorithm.Compute(chunkTypeAndData))
+            .AsEnumerable()
+            .Reverse()
+            .ToArray();
+
+        return dataLength.Concat(chunkTypeAndData).Concat(crc).ToArray();
+    }
 }
diff --git a/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs b/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
index 132084a23..f3314acdc 100644
--- a/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
+++ b/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
@@ -660,6 +660,7 @@ await downloadService.DownloadToFileAsync(
         await UnzipGit(progress);
 
         await FixGitLongPaths();
+        await ConfigurePortableGit();
     }
 
     [SupportedOSPlatform("windows")]
@@ -681,6 +682,18 @@ public async Task<bool> FixGitLongPaths()
         return false;
     }
 
+    private async Task ConfigurePortableGit()
+    {
+        try
+        {
+            await RunGit(["config", "--system", "advice.detachedHead", "false"]);
+        }
+        catch (Exception e)
+        {
+            Logger.Warn(e, "Failed to configure portable git");
+        }
+    }
+
     [SupportedOSPlatform("windows")]
     public async Task InstallVcRedistIfNecessary(IProgress<ProgressReport>? progress = null)
     {
diff --git a/StabilityMatrix.Avalonia/Services/InferenceClientManager.cs b/StabilityMatrix.Avalonia/Services/InferenceClientManager.cs
index 8af568601..e52c17804 100644
--- a/StabilityMatrix.Avalonia/Services/InferenceClientManager.cs
+++ b/StabilityMatrix.Avalonia/Services/InferenceClientManager.cs
@@ -652,12 +652,18 @@ .. modelIndexService.FindByModelType(SharedFolderType.Sams).Select(HybridModelFi
         );
         downloadableClipVisionModelsSource.EditDiff(downloadableClipVisionModels, HybridModelFile.Comparer);
 
-        samplersSource.EditDiff(ComfySampler.Defaults, ComfySampler.Comparer);
+        // When connected, skip resetting samplers/schedulers to defaults only.
+        // EditDiff would remove server-only items (e.g. custom samplers from extensions),
+        // causing the ComboBox to clear its selection before LoadSharedPropertiesAsync
+        // re-fetches the full list from the server.
+        if (!IsConnected)
+        {
+            samplersSource.EditDiff(ComfySampler.Defaults, ComfySampler.Comparer);
+            schedulersSource.EditDiff(ComfyScheduler.Defaults, ComfyScheduler.Comparer);
+        }
 
         latentUpscalersSource.EditDiff(ComfyUpscaler.Defaults, ComfyUpscaler.Comparer);
 
-        schedulersSource.EditDiff(ComfyScheduler.Defaults, ComfyScheduler.Comparer);
-
         // Load Upscalers
         modelUpscalersSource.EditDiff(
             modelIndexService
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs
index d308160e8..4b2e81c39 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs
@@ -3,6 +3,7 @@
 using System.ComponentModel.DataAnnotations;
 using System.Globalization;
 using System.Reactive.Linq;
+using System.Text.Json;
 using AsyncAwaitBestPractices;
 using Avalonia.Controls;
 using Avalonia.Controls.Notifications;
@@ -413,7 +414,8 @@ out var preference
                         settingsManager.ModelsDirectory,
                         viewModel.CivitFile.Type,
                         CivitModel.Type,
-                        CivitModel.BaseModelType
+                        CivitModel.BaseModelType,
+                        viewModel.CivitFile.Name
                     );
                     effectiveLocationKeyForPreference =
                         viewModel.InstallLocations.FirstOrDefault(loc =>
@@ -490,7 +492,12 @@ await modelImportService.DoImport(
             SelectedVersion?.ModelVersion,
             viewModel.CivitFile,
             fileNameOverride,
-            inferenceDefaults: IsInferenceDefaultsEnabled ? SamplerCardViewModel : null
+            inferenceDefaults: IsInferenceDefaultsEnabled ? SamplerCardViewModel : null,
+            onImportComplete: () =>
+                TryMoveDownloadedCheckpointToDiffusionModelsIfNeededAsync(
+                    viewModel.CivitFile,
+                    finalDestinationDir
+                )
         );
 
         notificationService.Show(
@@ -536,7 +543,8 @@ private async Task ShowBulkDownloadDialogAsync()
                 new DirectoryPath(settingsManager.ModelsDirectory),
                 file.FileViewModel.CivitFile.Type,
                 CivitModel.Type,
-                CivitModel.BaseModelType
+                CivitModel.BaseModelType,
+                file.FileViewModel.CivitFile.Name
             );
 
             var folderName = Path.GetInvalidFileNameChars()
@@ -556,7 +564,12 @@ await modelImportService.DoImport(
                 destinationDir,
                 file.ModelVersion,
                 file.FileViewModel.CivitFile,
-                fileNameOverride
+                fileNameOverride,
+                onImportComplete: () =>
+                    TryMoveDownloadedCheckpointToDiffusionModelsIfNeededAsync(
+                        file.FileViewModel.CivitFile,
+                        destinationDir
+                    )
             );
         }
 
@@ -863,7 +876,8 @@ private ObservableCollection<string> LoadInstallLocations(CivitFile selectedFile
             rootModelsDirectory,
             selectedFile.Type,
             CivitModel.Type,
-            CivitModel.BaseModelType
+            CivitModel.BaseModelType,
+            selectedFile.Name
         );
 
         if (!downloadDirectory.ToString().EndsWith("Unknown"))
@@ -884,9 +898,15 @@ var directory in downloadDirectory.EnumerateDirectories(
             }
         }
 
-        if (downloadDirectory.ToString().EndsWith(SharedFolderType.DiffusionModels.GetStringValue()))
+        var isGguf = Path.GetExtension(selectedFile.Name).Equals(".gguf", StringComparison.OrdinalIgnoreCase);
+
+        if (
+            downloadDirectory.ToString().EndsWith(SharedFolderType.DiffusionModels.GetStringValue())
+            && !isGguf
+        )
         {
             // also add StableDiffusion in case we have an AIO version
+            // (not for GGUFs, which are always UNet-only)
             var stableDiffusionDirectory = rootModelsDirectory.JoinDir(
                 SharedFolderType.StableDiffusion.GetStringValue()
             );
@@ -905,7 +925,8 @@ private static DirectoryPath GetSharedFolderPath(
         DirectoryPath rootModelsDirectory,
         CivitFileType? fileType,
         CivitModelType modelType,
-        string? baseModelType
+        string? baseModelType,
+        string? fileName = null
     )
     {
         if (fileType is CivitFileType.VAE)
@@ -928,9 +949,217 @@ modelType is CivitModelType.Checkpoint
             return rootModelsDirectory.JoinDir(SharedFolderType.DiffusionModels.GetStringValue());
         }
 
+        // GGUF checkpoints are always UNet-only, route directly to DiffusionModels
+        if (
+            modelType is CivitModelType.Checkpoint
+            && fileName is not null
+            && Path.GetExtension(fileName).Equals(".gguf", StringComparison.OrdinalIgnoreCase)
+        )
+        {
+            return rootModelsDirectory.JoinDir(SharedFolderType.DiffusionModels.GetStringValue());
+        }
+
         return rootModelsDirectory.JoinDir(modelType.ConvertTo<SharedFolderType>().GetStringValue());
     }
 
+    private async Task TryMoveDownloadedCheckpointToDiffusionModelsIfNeededAsync(
+        CivitFile civitFile,
+        DirectoryPath requestedDestinationDir
+    )
+    {
+        if (
+            civitFile.Type is not (CivitFileType.Model or CivitFileType.PrunedModel)
+            || CivitModel.Type is not CivitModelType.Checkpoint
+        )
+        {
+            return;
+        }
+
+        if (!settingsManager.IsLibraryDirSet)
+        {
+            return;
+        }
+
+        if (!Path.GetExtension(civitFile.Name).Equals(".safetensors", StringComparison.OrdinalIgnoreCase))
+        {
+            return;
+        }
+
+        if (string.IsNullOrWhiteSpace(civitFile.Hashes.BLAKE3))
+        {
+            return;
+        }
+
+        try
+        {
+            await modelIndexService.RefreshIndex();
+
+            var matchingModels = (await modelIndexService.FindByHashAsync(civitFile.Hashes.BLAKE3)).ToList();
+            if (matchingModels.Count == 0)
+            {
+                return;
+            }
+
+            var modelsRoot = new DirectoryPath(settingsManager.ModelsDirectory);
+            if (!IsPathWithinDirectory(requestedDestinationDir, modelsRoot))
+            {
+                return;
+            }
+
+            var sourceModel = PickMostLikelyDownloadedModel(
+                matchingModels,
+                modelsRoot,
+                requestedDestinationDir
+            );
+            if (sourceModel is null)
+            {
+                return;
+            }
+
+            var sourceModelPath = new FilePath(sourceModel.GetFullPath(modelsRoot));
+            if (!sourceModelPath.Exists)
+            {
+                return;
+            }
+
+            var checkpointKind = await SafetensorClassifier.ClassifyAsync(sourceModelPath);
+            if (checkpointKind is not SafetensorCheckpointKind.UnetOnly)
+            {
+                return;
+            }
+
+            var stableDiffusionRoot = modelsRoot.JoinDir(SharedFolderType.StableDiffusion.GetStringValue());
+            var diffusionModelsRoot = modelsRoot.JoinDir(SharedFolderType.DiffusionModels.GetStringValue());
+
+            if (!IsPathWithinDirectory(sourceModelPath, stableDiffusionRoot))
+            {
+                return;
+            }
+
+            var sourceDirectory = sourceModelPath.Directory;
+            if (sourceDirectory is null)
+            {
+                return;
+            }
+
+            var relativeSubDir = Path.GetRelativePath(stableDiffusionRoot, sourceDirectory);
+            var destinationDirectory =
+                relativeSubDir == "."
+                    ? diffusionModelsRoot
+                    : new DirectoryPath(Path.Combine(diffusionModelsRoot, relativeSubDir));
+
+            destinationDirectory.Create();
+
+            var originalModelName = sourceModelPath.Name;
+            var destinationModelPath = destinationDirectory.JoinFile(sourceModelPath.Name);
+            var movedModelPath = await sourceModelPath.MoveToWithIncrementAsync(destinationModelPath);
+            var wasRenamedForCollision = !movedModelPath.Name.Equals(
+                originalModelName,
+                StringComparison.OrdinalIgnoreCase
+            );
+
+            var cmInfoPath = sourceDirectory.JoinFile(
+                $"{Path.GetFileNameWithoutExtension(originalModelName)}{ConnectedModelInfo.FileExtension}"
+            );
+            if (cmInfoPath.Exists)
+            {
+                await FileTransfers.MoveFileAsync(
+                    cmInfoPath,
+                    destinationDirectory.JoinFile(
+                        $"{movedModelPath.NameWithoutExtension}{ConnectedModelInfo.FileExtension}"
+                    ),
+                    overwrite: true
+                );
+            }
+
+            foreach (
+                var previewFile in sourceDirectory.EnumerateFiles(
+                    $"{Path.GetFileNameWithoutExtension(originalModelName)}.preview.*",
+                    SearchOption.TopDirectoryOnly
+                )
+            )
+            {
+                await FileTransfers.MoveFileAsync(
+                    previewFile,
+                    destinationDirectory.JoinFile(
+                        $"{movedModelPath.NameWithoutExtension}.preview{previewFile.Extension}"
+                    ),
+                    overwrite: true
+                );
+            }
+
+            await modelIndexService.RefreshIndex();
+
+            Dispatcher.UIThread.Post(() =>
+            {
+                var movedRelativePath = Path.GetRelativePath(modelsRoot, movedModelPath);
+                notificationService.Show(
+                    "Model moved",
+                    wasRenamedForCollision
+                        ? $"Detected UNet-only checkpoint and moved it to \"Models/{movedRelativePath}\" (renamed from \"{originalModelName}\" to \"{movedModelPath.Name}\" because that filename already existed)."
+                        : $"Detected UNet-only checkpoint and moved it to \"Models/{movedRelativePath}\"."
+                );
+            });
+        }
+        catch (Exception ex)
+        {
+            logger.LogWarning(
+                ex,
+                "Failed to evaluate or move downloaded checkpoint {FileName}",
+                civitFile.Name
+            );
+        }
+    }
+
+    private static LocalModelFile? PickMostLikelyDownloadedModel(
+        IEnumerable<LocalModelFile> candidates,
+        DirectoryPath modelsRoot,
+        DirectoryPath requestedDestinationDir
+    )
+    {
+        var existingCandidates = candidates
+            .Select(model => new { Model = model, FullPath = model.GetFullPath(modelsRoot) })
+            .Where(x => File.Exists(x.FullPath))
+            .ToList();
+
+        if (existingCandidates.Count == 0)
+        {
+            return null;
+        }
+
+        var preferredCandidates = existingCandidates
+            .Where(x => IsPathWithinDirectory(x.FullPath, requestedDestinationDir))
+            .ToList();
+
+        if (preferredCandidates.Count == 0)
+        {
+            return null;
+        }
+
+        return preferredCandidates
+            .OrderByDescending(x => File.GetLastWriteTimeUtc(x.FullPath))
+            .Select(x => x.Model)
+            .FirstOrDefault();
+    }
+
+    private static bool IsPathWithinDirectory(string candidatePath, string directoryPath)
+    {
+        var normalizedCandidate = Path.GetFullPath(candidatePath)
+            .TrimEnd(Path.DirectorySeparatorChar, Path.AltDirectorySeparatorChar);
+        var normalizedDirectory = Path.GetFullPath(directoryPath)
+            .TrimEnd(Path.DirectorySeparatorChar, Path.AltDirectorySeparatorChar);
+
+        if (string.Equals(normalizedCandidate, normalizedDirectory, StringComparison.OrdinalIgnoreCase))
+        {
+            return true;
+        }
+
+        return normalizedCandidate.StartsWith(
+            normalizedDirectory + Path.DirectorySeparatorChar,
+            StringComparison.OrdinalIgnoreCase
+        );
+    }
+
     private IReadOnlyDictionary<string, string> GetOtherMetadata(CivitImageGenerationDataResponse value)
     {
         var metaDict = new Dictionary<string, string>();
diff --git a/StabilityMatrix.Avalonia/ViewModels/Settings/MainSettingsViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Settings/MainSettingsViewModel.cs
index 83b33dbd7..9a3780591 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Settings/MainSettingsViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Settings/MainSettingsViewModel.cs
@@ -44,6 +44,7 @@
 using StabilityMatrix.Avalonia.Models.TagCompletion;
 using StabilityMatrix.Avalonia.Services;
 using StabilityMatrix.Avalonia.ViewModels.Base;
+using StabilityMatrix.Avalonia.ViewModels.CheckpointBrowser;
 using StabilityMatrix.Avalonia.ViewModels.CheckpointManager;
 using StabilityMatrix.Avalonia.ViewModels.Controls;
 using StabilityMatrix.Avalonia.ViewModels.Dialogs;
@@ -554,22 +555,32 @@ private async Task OpenEnvVarsDialog()
     {
         var viewModel = dialogFactory.Get<EnvVarsViewModel>();
 
-        // Load current settings
-        var current = settingsManager.Settings.UserEnvironmentVariables ?? new Dictionary<string, string>();
-        viewModel.EnvVars = new ObservableCollection<EnvVarKeyPair>(
-            current.Select(kvp => new EnvVarKeyPair(kvp.Key, kvp.Value))
-        );
+        // Load current settings — prefer new list format, fall back to legacy dict
+        var currentList = settingsManager.Settings.UserEnvironmentVariablesList;
+        if (currentList is { Count: > 0 })
+        {
+            viewModel.EnvVars = new ObservableCollection<EnvVarKeyPair>(currentList);
+        }
+        else
+        {
+            var current =
+                settingsManager.Settings.UserEnvironmentVariables ?? new Dictionary<string, string>();
+            viewModel.EnvVars = new ObservableCollection<EnvVarKeyPair>(
+                current.Select(kvp => new EnvVarKeyPair(kvp.Key, kvp.Value))
+            );
+        }
 
         var dialog = viewModel.GetDialog();
 
         if (await dialog.ShowAsync() == ContentDialogResult.Primary)
         {
-            // Save settings
-            var newEnvVars = viewModel
-                .EnvVars.Where(kvp => !string.IsNullOrWhiteSpace(kvp.Key))
-                .GroupBy(kvp => kvp.Key, StringComparer.Ordinal)
-                .ToDictionary(g => g.Key, g => g.First().Value, StringComparer.Ordinal);
-            settingsManager.Transaction(s => s.UserEnvironmentVariables = newEnvVars);
+            // Save in new list format, clear legacy dict
+            var newEnvVars = viewModel.EnvVars.Where(kvp => !string.IsNullOrWhiteSpace(kvp.Key)).ToList();
+            settingsManager.Transaction(s =>
+            {
+                s.UserEnvironmentVariablesList = newEnvVars;
+                s.UserEnvironmentVariables = null;
+            });
         }
     }
 
@@ -1270,6 +1281,7 @@ private async Task DebugRunUv()
             new CommandItem(DebugRobocopyCommand),
             new CommandItem(DebugInstallUvCommand),
             new CommandItem(DebugRunUvCommand),
+            new CommandItem(DebugClassifySafetensorCommand),
         ];
 
     [RelayCommand]
@@ -1533,6 +1545,42 @@ private void DebugNvidiaSmi()
         HardwareHelper.IterGpuInfoNvidiaSmi();
     }
 
+    [RelayCommand]
+    private async Task DebugClassifySafetensor()
+    {
+        var files = await App.StorageProvider.OpenFilePickerAsync(
+            new FilePickerOpenOptions
+            {
+                Title = "Select a .safetensors file",
+                FileTypeFilter = [new FilePickerFileType("Safetensors") { Patterns = ["*.safetensors"] }],
+            }
+        );
+
+        if (files.Count == 0)
+            return;
+
+        var filePath = files[0].TryGetLocalPath();
+        if (filePath is null)
+            return;
+
+        try
+        {
+            var kind = await SafetensorClassifier.ClassifyAsync(new FilePath(filePath));
+
+            var fileName = Path.GetFileName(filePath);
+            await DialogHelper
+                .CreateMarkdownDialog(
+                    $"**File:** `{fileName}`\n\n**Classification:** `{kind}`",
+                    "Safetensor Classification"
+                )
+                .ShowAsync();
+        }
+        catch (Exception e)
+        {
+            notificationService.Show("Classification failed", e.Message, NotificationType.Error);
+        }
+    }
+
     #endregion
 
     #region Systems Setting Section
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/EnvVarsDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/EnvVarsDialog.axaml
index 08fe567b9..09a5ea063 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/EnvVarsDialog.axaml
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/EnvVarsDialog.axaml
@@ -1,99 +1,130 @@
-<controls:UserControlBase xmlns="https://github.com/avaloniaui"
-                          xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
-                          xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
-                          xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
-                          xmlns:mocks="clr-namespace:StabilityMatrix.Avalonia.DesignData"
-                          xmlns:controls="clr-namespace:StabilityMatrix.Avalonia.Controls"
-                          xmlns:models="clr-namespace:StabilityMatrix.Core.Models;assembly=StabilityMatrix.Core"
-                          xmlns:dialogs="clr-namespace:StabilityMatrix.Avalonia.ViewModels.Dialogs"
-                          xmlns:ui="clr-namespace:FluentAvalonia.UI.Controls;assembly=FluentAvalonia"
-                          xmlns:lang="clr-namespace:StabilityMatrix.Avalonia.Languages"
-                          d:DataContext="{x:Static mocks:DesignData.EnvVarsViewModel}"
-                          x:DataType="dialogs:EnvVarsViewModel"
-                          mc:Ignorable="d" d:DesignWidth="800" d:DesignHeight="450"
-                          Focusable="True"
-                          x:Class="StabilityMatrix.Avalonia.Views.Dialogs.EnvVarsDialog">
-    
+<controls:UserControlBase
+    x:Class="StabilityMatrix.Avalonia.Views.Dialogs.EnvVarsDialog"
+    xmlns="https://github.com/avaloniaui"
+    xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+    xmlns:controls="clr-namespace:StabilityMatrix.Avalonia.Controls"
+    xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
+    xmlns:dialogs="clr-namespace:StabilityMatrix.Avalonia.ViewModels.Dialogs"
+    xmlns:lang="clr-namespace:StabilityMatrix.Avalonia.Languages"
+    xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
+    xmlns:mocks="clr-namespace:StabilityMatrix.Avalonia.DesignData"
+    xmlns:models="clr-namespace:StabilityMatrix.Core.Models;assembly=StabilityMatrix.Core"
+    xmlns:ui="clr-namespace:FluentAvalonia.UI.Controls;assembly=FluentAvalonia"
+    d:DataContext="{x:Static mocks:DesignData.EnvVarsViewModel}"
+    d:DesignHeight="450"
+    d:DesignWidth="800"
+    x:DataType="dialogs:EnvVarsViewModel"
+    Focusable="True"
+    mc:Ignorable="d">
+
     <controls:UserControlBase.Styles>
         <Style Selector="DataGridRow:not(:selected) /template/ Rectangle#BackgroundRectangle">
-            <Setter Property="Fill" Value="{DynamicResource ComboBoxItemBackgroundSelected}"/>
+            <Setter Property="Fill" Value="{DynamicResource ComboBoxItemBackgroundSelected}" />
         </Style>
         <Style Selector="DataGridRow:selected /template/ Rectangle#BackgroundRectangle">
-            <Setter Property="Fill" Value="{DynamicResource ComboBoxItemBackgroundPointerOver}"/>
+            <Setter Property="Fill" Value="{DynamicResource ComboBoxItemBackgroundPointerOver}" />
         </Style>
     </controls:UserControlBase.Styles>
-    
+
     <controls:UserControlBase.Resources>
         <DataTemplate x:Key="DataGridCellDividerTemplate">
-            <Rectangle VerticalAlignment="Stretch" HorizontalAlignment="Stretch" Fill="#08ffffff"/>
+            <Rectangle
+                HorizontalAlignment="Stretch"
+                VerticalAlignment="Stretch"
+                Fill="#08ffffff" />
         </DataTemplate>
     </controls:UserControlBase.Resources>
-    
-    <Grid RowDefinitions="Auto,Auto,*" MinHeight="300" Margin="8">
+
+    <Grid
+        MinHeight="300"
+        Margin="8"
+        RowDefinitions="Auto,Auto,*">
         <StackPanel
-            HorizontalAlignment="Stretch"
-            Spacing="4"
             Margin="0,0,0,0"
-            Orientation="Vertical">
+            HorizontalAlignment="Stretch"
+            Orientation="Vertical"
+            Spacing="4">
             <!--  Title  -->
             <TextBlock
+                Margin="16,16,16,0"
                 FontSize="24"
                 FontWeight="Bold"
-                Margin="16,16,16,0"
                 Text="{Binding Title}"
                 TextWrapping="Wrap" />
         </StackPanel>
-        
+
         <Panel Grid.Row="1">
             <ui:CommandBar>
                 <ui:CommandBar.PrimaryCommands>
-                    <ui:CommandBarButton Width="45" Height="50" 
-                                         IconSource="Add" 
-                                         Label="{x:Static lang:Resources.Action_Save}" 
-                                         Command="{Binding AddRowCommand}"/>
-                    <ui:CommandBarButton Width="45" Height="50" 
-                                         IconSource="Remove" 
-                                         Label="{x:Static lang:Resources.Action_Remove}" 
-                                         CommandParameter="{Binding #EnvVarsGrid.SelectedIndex}"
-                                         Command="{Binding RemoveSelectedRowCommand}">
+                    <ui:CommandBarButton
+                        Width="45"
+                        Height="50"
+                        Command="{Binding AddRowCommand}"
+                        IconSource="Add"
+                        Label="{x:Static lang:Resources.Action_Save}" />
+                    <ui:CommandBarButton
+                        Width="45"
+                        Height="50"
+                        Command="{Binding RemoveSelectedRowCommand}"
+                        CommandParameter="{Binding #EnvVarsGrid.SelectedIndex}"
+                        IconSource="Remove"
+                        Label="{x:Static lang:Resources.Action_Remove}">
                         <ui:CommandBarButton.IsEnabled>
                             <MultiBinding Converter="{x:Static BoolConverters.And}">
                                 <Binding Path="!EnvVarsView.IsEmpty" />
-                                <Binding ElementName="EnvVarsGrid" Path="SelectedItem" Converter="{x:Static ObjectConverters.IsNotNull}" />
+                                <Binding
+                                    Converter="{x:Static ObjectConverters.IsNotNull}"
+                                    ElementName="EnvVarsGrid"
+                                    Path="SelectedItem" />
                             </MultiBinding>
                         </ui:CommandBarButton.IsEnabled>
                     </ui:CommandBarButton>
                     <ui:CommandBarSeparator />
-                    <ui:CommandBarButton Width="45" Height="50" FontSize="5" IconSource="Copy" Label="Bold" />
+                    <ui:CommandBarButton
+                        Width="45"
+                        Height="50"
+                        FontSize="5"
+                        IconSource="Copy"
+                        Label="Bold" />
                 </ui:CommandBar.PrimaryCommands>
             </ui:CommandBar>
         </Panel>
 
         <!--  Option Cards  -->
-        <controls:Card Grid.Row="2" 
-                       Background="Transparent"
-                       VerticalAlignment="Stretch" 
-                       VerticalContentAlignment="Stretch">
-            <DataGrid 
+        <controls:Card
+            Grid.Row="2"
+            VerticalAlignment="Stretch"
+            VerticalContentAlignment="Stretch"
+            Background="Transparent">
+            <DataGrid
                 x:Name="EnvVarsGrid"
                 MinHeight="200"
-                ItemsSource="{Binding EnvVarsView}" >
+                ItemsSource="{Binding EnvVarsView}">
                 <DataGrid.Columns>
-                    <DataGridTextColumn x:DataType="models:EnvVarKeyPair" 
-                                        Width="5*"
-                                        FontFamily="Cascadia Code,Consolas,Menlo,Monospace,DejaVu Sans Mono,monospace"
-                                        Header="{x:Static lang:Resources.Label_EnvVarsTable_Name}" 
-                                        Binding="{Binding Key}" />
-                    <DataGridTemplateColumn MinWidth="0" Width="1" CellTemplate="{StaticResource DataGridCellDividerTemplate}"/>
-                    <DataGridTextColumn x:DataType="models:EnvVarKeyPair" 
-                                        Width="5*"
-                                        FontFamily="Cascadia Code,Consolas,Menlo,Monospace,DejaVu Sans Mono,monospace"
-                                        Header="{x:Static lang:Resources.Label_EnvVarsTable_Value}" 
-                                        Binding="{Binding Value}" />
+                    <DataGridCheckBoxColumn
+                        Width="50"
+                        x:DataType="models:EnvVarKeyPair"
+                        Binding="{Binding IsEnabled}" />
+                    <DataGridTextColumn
+                        Width="5*"
+                        x:DataType="models:EnvVarKeyPair"
+                        Binding="{Binding Key}"
+                        FontFamily="Cascadia Code,Consolas,Menlo,Monospace,DejaVu Sans Mono,monospace"
+                        Header="{x:Static lang:Resources.Label_EnvVarsTable_Name}" />
+                    <DataGridTemplateColumn
+                        Width="1"
+                        MinWidth="0"
+                        CellTemplate="{StaticResource DataGridCellDividerTemplate}" />
+                    <DataGridTextColumn
+                        Width="5*"
+                        x:DataType="models:EnvVarKeyPair"
+                        Binding="{Binding Value}"
+                        FontFamily="Cascadia Code,Consolas,Menlo,Monospace,DejaVu Sans Mono,monospace"
+                        Header="{x:Static lang:Resources.Label_EnvVarsTable_Value}" />
                 </DataGrid.Columns>
             </DataGrid>
         </controls:Card>
 
     </Grid>
-    
+
 </controls:UserControlBase>
diff --git a/StabilityMatrix.Core/Helper/HardwareInfo/HardwareHelper.cs b/StabilityMatrix.Core/Helper/HardwareInfo/HardwareHelper.cs
index 8458c730b..39d9d32cd 100644
--- a/StabilityMatrix.Core/Helper/HardwareInfo/HardwareHelper.cs
+++ b/StabilityMatrix.Core/Helper/HardwareInfo/HardwareHelper.cs
@@ -187,7 +187,7 @@ public static IEnumerable<GpuInfo> IterGpuInfo(bool forceRefresh = false)
                 }
                 catch (Exception e)
                 {
-                    Logger.Error(e, "Failed to get GPU info using nvidia-smi, falling back to registry");
+                    Logger.Warn(e, "Failed to get GPU info using nvidia-smi, falling back to registry");
 
                     var fallback = Compat.IsLinux
                         ? IterGpuInfoLinux().ToList()
diff --git a/StabilityMatrix.Core/Helper/ImageMetadata.cs b/StabilityMatrix.Core/Helper/ImageMetadata.cs
index 8cdf05103..088d709fd 100644
--- a/StabilityMatrix.Core/Helper/ImageMetadata.cs
+++ b/StabilityMatrix.Core/Helper/ImageMetadata.cs
@@ -21,6 +21,7 @@ public class ImageMetadata
     private static readonly byte[] PngHeader = [0x89, 0x50, 0x4E, 0x47, 0x0D, 0x0A, 0x1A, 0x0A];
     private static readonly byte[] Idat = "IDAT"u8.ToArray();
     private static readonly byte[] Text = "tEXt"u8.ToArray();
+    private static readonly byte[] InternationalText = "iTXt"u8.ToArray();
 
     private static readonly byte[] Riff = "RIFF"u8.ToArray();
     private static readonly byte[] Webp = "WEBP"u8.ToArray();
@@ -125,7 +126,7 @@ public static (
     {
         // Get the PNG-tEXt directory
         return Directories
-            ?.Where(d => d.Name == "PNG-tEXt")
+            ?.Where(d => d.Name is "PNG-tEXt" or "PNG-iTXt" or "PNG-zTXt")
             .SelectMany(d => d.Tags)
             .Where(t => t.Name == "Textual Data");
     }
@@ -199,6 +200,36 @@ public static string ReadTextChunk(BinaryReader byteStream, string key)
                     return text[(key.Length + 1)..];
                 }
             }
+            else if (chunkType == Encoding.UTF8.GetString(InternationalText))
+            {
+                var chunkBytes = byteStream.ReadBytes(chunkSize);
+                // iTXt: Keyword \0 CompressionFlag CompressionMethod LanguageTag \0 TranslatedKeyword \0 Text
+                var nullIndex = Array.IndexOf(chunkBytes, (byte)0);
+                if (nullIndex >= 0)
+                {
+                    var keyword = Encoding.Latin1.GetString(chunkBytes, 0, nullIndex);
+                    if (keyword == key && nullIndex + 3 < chunkBytes.Length)
+                    {
+                        // Skip: null separator + compression flag + compression method
+                        var pos = nullIndex + 3;
+                        // Skip language tag (to next null)
+                        var langEnd = Array.IndexOf(chunkBytes, (byte)0, pos);
+                        if (langEnd >= 0)
+                        {
+                            // Skip translated keyword (to next null)
+                            var transEnd = Array.IndexOf(chunkBytes, (byte)0, langEnd + 1);
+                            if (transEnd >= 0)
+                            {
+                                return Encoding.UTF8.GetString(
+                                    chunkBytes,
+                                    transEnd + 1,
+                                    chunkBytes.Length - transEnd - 1
+                                );
+                            }
+                        }
+                    }
+                }
+            }
             else
             {
                 // skip chunk data
diff --git a/StabilityMatrix.Core/Helper/SafetensorClassifier.cs b/StabilityMatrix.Core/Helper/SafetensorClassifier.cs
new file mode 100644
index 000000000..551c0f128
--- /dev/null
+++ b/StabilityMatrix.Core/Helper/SafetensorClassifier.cs
@@ -0,0 +1,158 @@
+using System.Buffers.Binary;
+using System.Text.Json;
+using StabilityMatrix.Core.Models.FileInterfaces;
+
+namespace StabilityMatrix.Core.Helper;
+
+public static class SafetensorClassifier
+{
+    private static readonly string[] UnetTensorPrefixes =
+    [
+        // SD 1.x/2.x, SDXL
+        "model.diffusion_model.",
+        "diffusion_model.",
+        "unet.",
+        // Flux / DiT (BFL format, also used nested under model.* by Hunyuan3D etc.)
+        "double_blocks.",
+        "single_blocks.",
+        "img_in.",
+        "txt_in.",
+        "time_in.",
+        "vector_in.",
+        "guidance_in.",
+        "final_layer.",
+        "model.double_blocks.",
+        "model.single_blocks.",
+        "model.time_in.",
+        "model.final_layer.",
+        "model.latent_in.",
+        "model.cond_in.",
+        // Flux (diffusers format)
+        "transformer_blocks.",
+        "single_transformer_blocks.",
+        "context_embedder.",
+        "x_embedder.",
+        "time_text_embed.",
+        "norm_out.",
+        "proj_out.",
+        // Wan Video
+        "blocks.",
+        "head.",
+        "patch_embedding.",
+        "text_embedding.",
+        "time_embedding.",
+        "time_projection.",
+        "img_emb.",
+        // HiDream
+        "double_stream_blocks.",
+        "single_stream_blocks.",
+        "caption_projection.",
+        "t_embedder.",
+        "p_embedder.",
+        // Z-Image
+        "layers.",
+        "cap_embedder.",
+        "context_refiner.",
+        "noise_refiner.",
+    ];
+
+    private static readonly string[] VaeTensorPrefixes = ["first_stage_model.", "vae.", "autoencoder."];
+
+    private static readonly string[] TextEncoderTensorPrefixes =
+    [
+        "cond_stage_model.",
+        "conditioner.",
+        "text_encoder.",
+        "text_encoders.",
+        "clip_l.",
+        "clip_g.",
+        "t5xxl.",
+        "te1.",
+        "te2.",
+    ];
+
+    public static async Task<SafetensorCheckpointKind> ClassifyAsync(FilePath safetensorPath)
+    {
+        await using var stream = new FileStream(
+            safetensorPath,
+            FileMode.Open,
+            FileAccess.Read,
+            FileShare.Read
+        );
+
+        var headerLengthBytes = new byte[8];
+        await stream.ReadExactlyAsync(headerLengthBytes).ConfigureAwait(false);
+        var headerLength = BinaryPrimitives.ReadUInt64LittleEndian(headerLengthBytes);
+
+        const ulong maxAllowedHeaderLength = 100 * 1024 * 1024;
+        if (headerLength is 0 or > maxAllowedHeaderLength)
+        {
+            return SafetensorCheckpointKind.Unknown;
+        }
+
+        var headerBuffer = new byte[(int)headerLength];
+        await stream.ReadExactlyAsync(headerBuffer).ConfigureAwait(false);
+
+        var reader = new Utf8JsonReader(headerBuffer);
+        if (!reader.Read() || reader.TokenType != JsonTokenType.StartObject)
+        {
+            return SafetensorCheckpointKind.Unknown;
+        }
+
+        var hasUnetWeights = false;
+        var hasVaeWeights = false;
+        var hasTextEncoderWeights = false;
+
+        while (reader.Read())
+        {
+            if (reader.TokenType == JsonTokenType.EndObject)
+            {
+                break;
+            }
+
+            if (reader.TokenType != JsonTokenType.PropertyName)
+            {
+                return SafetensorCheckpointKind.Unknown;
+            }
+
+            var tensorKey = reader.GetString();
+            if (
+                !string.IsNullOrWhiteSpace(tensorKey)
+                && !tensorKey.Equals("__metadata__", StringComparison.Ordinal)
+            )
+            {
+                hasUnetWeights |= StartsWithAny(tensorKey, UnetTensorPrefixes);
+                hasVaeWeights |= StartsWithAny(tensorKey, VaeTensorPrefixes);
+                hasTextEncoderWeights |= StartsWithAny(tensorKey, TextEncoderTensorPrefixes);
+
+                if (hasUnetWeights && (hasVaeWeights || hasTextEncoderWeights))
+                {
+                    return SafetensorCheckpointKind.AioOrMixed;
+                }
+            }
+
+            if (!reader.Read())
+            {
+                break;
+            }
+
+            reader.Skip();
+        }
+
+        return hasUnetWeights && !hasVaeWeights && !hasTextEncoderWeights
+            ? SafetensorCheckpointKind.UnetOnly
+            : SafetensorCheckpointKind.Unknown;
+    }
+
+    private static bool StartsWithAny(string value, IEnumerable<string> prefixes)
+    {
+        return prefixes.Any(prefix => value.StartsWith(prefix, StringComparison.OrdinalIgnoreCase));
+    }
+}
+
+public enum SafetensorCheckpointKind
+{
+    Unknown,
+    UnetOnly,
+    AioOrMixed,
+}
diff --git a/StabilityMatrix.Core/Models/EnvVarKeyPair.cs b/StabilityMatrix.Core/Models/EnvVarKeyPair.cs
index 3a093837a..287ed2014 100644
--- a/StabilityMatrix.Core/Models/EnvVarKeyPair.cs
+++ b/StabilityMatrix.Core/Models/EnvVarKeyPair.cs
@@ -4,10 +4,12 @@ public class EnvVarKeyPair
 {
     public string Key { get; set; }
     public string Value { get; set; }
+    public bool IsEnabled { get; set; }
 
-    public EnvVarKeyPair(string key = "", string value = "")
+    public EnvVarKeyPair(string key = "", string value = "", bool isEnabled = true)
     {
         Key = key;
         Value = value;
+        IsEnabled = isEnabled;
     }
 }
diff --git a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
index 0637e5aff..a320f31b2 100644
--- a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
+++ b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
@@ -837,6 +837,19 @@ await venvRunner
                     venvRunner.WorkingDirectory = installScript.Directory;
                     venvRunner.UpdateEnvironmentVariables(env =>
                     {
+                        // Recompute UV_BUILD_CONSTRAINT relative to the new working directory,
+                        // since the constraints file is in the ComfyUI root's venv folder.
+                        var constraintsAbsPath = Path.Combine(
+                            installedPackage.FullPath!,
+                            "venv",
+                            "uv-build-constraints.txt"
+                        );
+                        var constraintsRelPath = Path.GetRelativePath(
+                            installScript.Directory!.FullPath,
+                            constraintsAbsPath
+                        );
+                        env = env.SetItem("UV_BUILD_CONSTRAINT", constraintsRelPath);
+
                         // set env vars for Impact Pack for Face Detailer
                         env = env.SetItem("COMFYUI_PATH", installedPackage.FullPath!);
 
diff --git a/StabilityMatrix.Core/Models/Settings/Settings.cs b/StabilityMatrix.Core/Models/Settings/Settings.cs
index 44587d9e0..bcd5c3fe0 100644
--- a/StabilityMatrix.Core/Models/Settings/Settings.cs
+++ b/StabilityMatrix.Core/Models/Settings/Settings.cs
@@ -151,6 +151,8 @@ public InstalledPackage? PreferredWorkflowPackage
     [JsonPropertyName("EnvironmentVariables")]
     public Dictionary<string, string>? UserEnvironmentVariables { get; set; }
 
+    public List<EnvVarKeyPair>? UserEnvironmentVariablesList { get; set; }
+
     [JsonIgnore]
     public IReadOnlyDictionary<string, string> EnvironmentVariables
     {
@@ -164,13 +166,20 @@ public IReadOnlyDictionary<string, string> EnvironmentVariables
                 "cache"
             );
 
-            if (UserEnvironmentVariables is null || UserEnvironmentVariables.Count == 0)
+            // Prefer new list format, fall back to legacy dict
+            var userVars = UserEnvironmentVariablesList is { Count: > 0 }
+                ? UserEnvironmentVariablesList
+                    .Where(kvp => kvp.IsEnabled && !string.IsNullOrWhiteSpace(kvp.Key))
+                    .ToDictionary(kvp => kvp.Key, kvp => kvp.Value, StringComparer.Ordinal)
+                : UserEnvironmentVariables;
+
+            if (userVars is null || userVars.Count == 0)
             {
                 return DefaultEnvironmentVariables;
             }
 
             return DefaultEnvironmentVariables
-                .Concat(UserEnvironmentVariables)
+                .Concat(userVars)
                 .GroupBy(pair => pair.Key)
                 // User variables override default variables with the same key
                 .ToDictionary(grouping => grouping.Key, grouping => grouping.Last().Value);
diff --git a/StabilityMatrix.Core/Processes/ProcessRunner.cs b/StabilityMatrix.Core/Processes/ProcessRunner.cs
index ed8f9e48b..51a6bb480 100644
--- a/StabilityMatrix.Core/Processes/ProcessRunner.cs
+++ b/StabilityMatrix.Core/Processes/ProcessRunner.cs
@@ -10,6 +10,27 @@ public static class ProcessRunner
 {
     private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
 
+    private static void ApplyEnvironmentVariables(
+        ProcessStartInfo info,
+        IEnumerable<KeyValuePair<string, string>>? environmentVariables
+    )
+    {
+        if (environmentVariables is null)
+            return;
+
+        var keys = new List<string>();
+        foreach (var (key, value) in environmentVariables)
+        {
+            info.EnvironmentVariables[key] = value;
+            keys.Add(key);
+        }
+
+        if (keys.Count > 0)
+        {
+            Logger.Debug("Setting environment variables: [{Keys}]", string.Join(", ", keys));
+        }
+    }
+
     /// <summary>
     /// Opens the given URL in the default browser.
     /// </summary>
@@ -169,13 +190,7 @@ public static async Task<string> GetProcessOutputAsync(
             CreateNoWindow = true,
         };
 
-        if (environmentVariables != null)
-        {
-            foreach (var (key, value) in environmentVariables)
-            {
-                info.EnvironmentVariables[key] = value;
-            }
-        }
+        ApplyEnvironmentVariables(info, environmentVariables);
 
         if (workingDirectory != null)
         {
@@ -218,13 +233,7 @@ public static async Task<ProcessResult> GetProcessResultAsync(
             info.StandardErrorEncoding = Encoding.UTF8;
         }
 
-        if (environmentVariables != null)
-        {
-            foreach (var (key, value) in environmentVariables)
-            {
-                info.EnvironmentVariables[key] = value;
-            }
-        }
+        ApplyEnvironmentVariables(info, environmentVariables);
 
         if (workingDirectory != null)
         {
@@ -297,13 +306,7 @@ public static async Task<ProcessResult> GetAnsiProcessResultAsync(
             CreateNoWindow = true,
         };
 
-        if (environmentVariables != null)
-        {
-            foreach (var (key, value) in environmentVariables)
-            {
-                info.EnvironmentVariables[key] = value;
-            }
-        }
+        ApplyEnvironmentVariables(info, environmentVariables);
 
         if (workingDirectory != null)
         {
@@ -420,13 +423,7 @@ public static Process StartProcess(
             CreateNoWindow = true,
         };
 
-        if (environmentVariables != null)
-        {
-            foreach (var (key, value) in environmentVariables)
-            {
-                info.EnvironmentVariables[key] = value;
-            }
-        }
+        ApplyEnvironmentVariables(info, environmentVariables);
 
         if (workingDirectory != null)
         {
@@ -468,13 +465,7 @@ public static AnsiProcess StartAnsiProcess(
             CreateNoWindow = true,
         };
 
-        if (environmentVariables != null)
-        {
-            foreach (var (key, value) in environmentVariables)
-            {
-                info.EnvironmentVariables[key] = value;
-            }
-        }
+        ApplyEnvironmentVariables(info, environmentVariables);
 
         if (workingDirectory != null)
         {
@@ -525,13 +516,7 @@ public static async Task<ProcessResult> RunBashCommand(
             WorkingDirectory = workingDirectory,
         };
 
-        if (environmentVariables != null)
-        {
-            foreach (var (key, value) in environmentVariables)
-            {
-                processInfo.EnvironmentVariables[key] = value;
-            }
-        }
+        ApplyEnvironmentVariables(processInfo, environmentVariables);
 
         using var process = new Process();
         process.StartInfo = processInfo;

From e188a3647fe346bf2fab3cf9ef94ebf46d995393 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 12 Mar 2026 21:31:04 -0700
Subject: [PATCH 092/218] Address PR review feedback: fix duplicate env var
 crash, mislabeled button, unused import

- Dedup env var keys via GroupBy before ToDictionary to prevent ArgumentException
  when duplicate enabled keys exist in UserEnvironmentVariablesList
- Fix Add button in EnvVarsDialog incorrectly labeled as "Save" (Action_Save -> Action_New)
- Remove unused System.Text.Json import from CivitDetailsPageViewModel

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
---
 .../ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs  | 1 -
 StabilityMatrix.Avalonia/Views/Dialogs/EnvVarsDialog.axaml     | 2 +-
 StabilityMatrix.Core/Models/Settings/Settings.cs               | 3 ++-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs
index 4b2e81c39..ddf4ef625 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs
@@ -3,7 +3,6 @@
 using System.ComponentModel.DataAnnotations;
 using System.Globalization;
 using System.Reactive.Linq;
-using System.Text.Json;
 using AsyncAwaitBestPractices;
 using Avalonia.Controls;
 using Avalonia.Controls.Notifications;
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/EnvVarsDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/EnvVarsDialog.axaml
index 09a5ea063..b9743160a 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/EnvVarsDialog.axaml
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/EnvVarsDialog.axaml
@@ -61,7 +61,7 @@
                         Height="50"
                         Command="{Binding AddRowCommand}"
                         IconSource="Add"
-                        Label="{x:Static lang:Resources.Action_Save}" />
+                        Label="{x:Static lang:Resources.Action_New}" />
                     <ui:CommandBarButton
                         Width="45"
                         Height="50"
diff --git a/StabilityMatrix.Core/Models/Settings/Settings.cs b/StabilityMatrix.Core/Models/Settings/Settings.cs
index bcd5c3fe0..c3a4c8d3b 100644
--- a/StabilityMatrix.Core/Models/Settings/Settings.cs
+++ b/StabilityMatrix.Core/Models/Settings/Settings.cs
@@ -170,7 +170,8 @@ public IReadOnlyDictionary<string, string> EnvironmentVariables
             var userVars = UserEnvironmentVariablesList is { Count: > 0 }
                 ? UserEnvironmentVariablesList
                     .Where(kvp => kvp.IsEnabled && !string.IsNullOrWhiteSpace(kvp.Key))
-                    .ToDictionary(kvp => kvp.Key, kvp => kvp.Value, StringComparer.Ordinal)
+                    .GroupBy(kvp => kvp.Key, StringComparer.Ordinal)
+                    .ToDictionary(g => g.Key, g => g.Last().Value, StringComparer.Ordinal)
                 : UserEnvironmentVariables;
 
             if (userVars is null || userVars.Count == 0)

From 2fa64bfc19b94425da86c7d3060e6e61b202a6aa Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 30 Mar 2026 00:04:03 -0700
Subject: [PATCH 093/218] Add connected metadata model organizer

---
 .../ModelOrganizationModels.cs                |  88 +++
 .../Models/Inference/FileNameFormat.cs        |   1 +
 .../Inference/FileNameFormatProvider.cs       | 194 ++++--
 .../Services/ModelOrganizationService.cs      | 604 ++++++++++++++++++
 .../ViewModels/CheckpointsPageViewModel.cs    |  89 +++
 .../Dialogs/OrganizeModelsDialogViewModel.cs  | 236 +++++++
 .../Views/CheckpointsPage.axaml               |   5 +
 .../Views/Dialogs/OrganizeModelsDialog.axaml  | 370 +++++++++++
 .../Dialogs/OrganizeModelsDialog.axaml.cs     |  13 +
 .../Models/ConnectedModelInfo.cs              |  71 +-
 .../Models/Settings/Settings.cs               |   2 +
 .../Services/MetadataImportService.cs         | 138 ++--
 .../Avalonia/FileNameFormatProviderTests.cs   |  49 ++
 .../Avalonia/ModelOrganizationServiceTests.cs | 375 +++++++++++
 .../OrganizeModelsDialogViewModelTests.cs     |  39 ++
 .../Core/MetadataImportServiceTests.cs        | 202 ++++++
 16 files changed, 2342 insertions(+), 134 deletions(-)
 create mode 100644 StabilityMatrix.Avalonia/Models/CheckpointOrganizer/ModelOrganizationModels.cs
 create mode 100644 StabilityMatrix.Avalonia/Services/ModelOrganizationService.cs
 create mode 100644 StabilityMatrix.Avalonia/ViewModels/Dialogs/OrganizeModelsDialogViewModel.cs
 create mode 100644 StabilityMatrix.Avalonia/Views/Dialogs/OrganizeModelsDialog.axaml
 create mode 100644 StabilityMatrix.Avalonia/Views/Dialogs/OrganizeModelsDialog.axaml.cs
 create mode 100644 StabilityMatrix.Tests/Avalonia/ModelOrganizationServiceTests.cs
 create mode 100644 StabilityMatrix.Tests/Avalonia/OrganizeModelsDialogViewModelTests.cs
 create mode 100644 StabilityMatrix.Tests/Core/MetadataImportServiceTests.cs

diff --git a/StabilityMatrix.Avalonia/Models/CheckpointOrganizer/ModelOrganizationModels.cs b/StabilityMatrix.Avalonia/Models/CheckpointOrganizer/ModelOrganizationModels.cs
new file mode 100644
index 000000000..3861711fe
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Models/CheckpointOrganizer/ModelOrganizationModels.cs
@@ -0,0 +1,88 @@
+using System.IO;
+using StabilityMatrix.Core.Models.Database;
+
+namespace StabilityMatrix.Avalonia.Models.CheckpointOrganizer;
+
+public enum ModelOrganizationPreviewStatus
+{
+    Ready,
+    Conflict,
+    Skipped,
+    Unchanged,
+}
+
+public enum ModelOrganizationMetadataAction
+{
+    None,
+    ScanMissing,
+    UpdateExisting,
+}
+
+public sealed record ModelOrganizationFileMove
+{
+    public required string SourcePath { get; init; }
+    public required string TargetPath { get; init; }
+}
+
+public sealed record ModelOrganizationPreviewItem
+{
+    public required LocalModelFile Model { get; init; }
+    public required string SourcePath { get; init; }
+    public string? TargetPath { get; init; }
+    public required ModelOrganizationPreviewStatus Status { get; init; }
+    public string? Reason { get; init; }
+    public IReadOnlyList<ModelOrganizationFileMove> FileMoves { get; init; } = [];
+
+    public bool CanApply => Status == ModelOrganizationPreviewStatus.Ready;
+
+    public bool IsUnchanged => Status == ModelOrganizationPreviewStatus.Unchanged;
+
+    public string SourceFileName => Path.GetFileName(SourcePath);
+    public string? TargetFileName => TargetPath is not null ? Path.GetFileName(TargetPath) : null;
+
+    public int SortOrder =>
+        Status switch
+        {
+            ModelOrganizationPreviewStatus.Ready => 0,
+            ModelOrganizationPreviewStatus.Conflict => 1,
+            ModelOrganizationPreviewStatus.Skipped => 2,
+            ModelOrganizationPreviewStatus.Unchanged => 3,
+            _ => 4,
+        };
+
+    public string StatusText =>
+        Status switch
+        {
+            ModelOrganizationPreviewStatus.Ready => "Ready",
+            ModelOrganizationPreviewStatus.Conflict => "Conflict",
+            ModelOrganizationPreviewStatus.Skipped => "Skipped",
+            ModelOrganizationPreviewStatus.Unchanged => "Unchanged",
+            _ => Status.ToString(),
+        };
+}
+
+public sealed record ModelOrganizationPlan
+{
+    public required string Template { get; init; }
+    public required string ScopePath { get; init; }
+    public required bool IncludeNested { get; init; }
+    public string? ValidationError { get; init; }
+    public IReadOnlyList<ModelOrganizationPreviewItem> Items { get; init; } = [];
+
+    public int ReadyCount => Items.Count(item => item.Status == ModelOrganizationPreviewStatus.Ready);
+
+    public int ConflictCount => Items.Count(item => item.Status == ModelOrganizationPreviewStatus.Conflict);
+
+    public int SkippedCount =>
+        Items.Count(item =>
+            item.Status is ModelOrganizationPreviewStatus.Skipped or ModelOrganizationPreviewStatus.Unchanged
+        );
+}
+
+public sealed record ModelOrganizationApplyResult
+{
+    public required int MovedCount { get; init; }
+    public required int SkippedCount { get; init; }
+    public required int ConflictCount { get; init; }
+    public IReadOnlyList<string> Errors { get; init; } = [];
+}
diff --git a/StabilityMatrix.Avalonia/Models/Inference/FileNameFormat.cs b/StabilityMatrix.Avalonia/Models/Inference/FileNameFormat.cs
index f60938831..6eec66246 100644
--- a/StabilityMatrix.Avalonia/Models/Inference/FileNameFormat.cs
+++ b/StabilityMatrix.Avalonia/Models/Inference/FileNameFormat.cs
@@ -81,4 +81,5 @@ public static bool TryParse(
 
     public const string DefaultTemplate = "{date}_{time}-{model_name}-{seed}";
     public const string DefaultModelBrowserTemplate = "{file_name}";
+    public const string DefaultOrganizationTemplate = "{file_name}";
 }
diff --git a/StabilityMatrix.Avalonia/Models/Inference/FileNameFormatProvider.cs b/StabilityMatrix.Avalonia/Models/Inference/FileNameFormatProvider.cs
index 23afb3c82..cea01b405 100644
--- a/StabilityMatrix.Avalonia/Models/Inference/FileNameFormatProvider.cs
+++ b/StabilityMatrix.Avalonia/Models/Inference/FileNameFormatProvider.cs
@@ -9,6 +9,7 @@
 using StabilityMatrix.Core.Extensions;
 using StabilityMatrix.Core.Models;
 using StabilityMatrix.Core.Models.Api;
+using StabilityMatrix.Core.Models.Database;
 using StabilityMatrix.Core.Models.Inference;
 
 namespace StabilityMatrix.Avalonia.Models.Inference;
@@ -24,6 +25,25 @@ public partial class FileNameFormatProvider
     public CivitModel? CivitModel { get; init; }
     public CivitModelVersion? CivitModelVersion { get; init; }
     public CivitFile? CivitFile { get; init; }
+    public LocalModelFile? LocalModelFile { get; init; }
+
+    public static ISet<string> LocalOrganizationVariables { get; } =
+        new HashSet<string>(
+            [
+                "date",
+                "time",
+                "author",
+                "base_model",
+                "file_name",
+                "file_id",
+                "model_id",
+                "model_name",
+                "model_version_id",
+                "model_version_name",
+                "model_type",
+            ],
+            StringComparer.Ordinal
+        );
 
     private Dictionary<string, Func<string?>>? _substitutions;
 
@@ -35,7 +55,11 @@ public partial class FileNameFormatProvider
             { "negative_prompt", () => GenerationParameters?.NegativePrompt },
             {
                 "model_name",
-                () => Path.GetFileNameWithoutExtension(GenerationParameters?.ModelName) ?? CivitModel?.Name
+                () =>
+                    Path.GetFileNameWithoutExtension(GenerationParameters?.ModelName)
+                    ?? CivitModel?.Name
+                    ?? LocalModelFile?.ConnectedModelInfo?.ModelName
+                    ?? LocalModelFile?.FileNameWithoutExtension
             },
             { "model_hash", () => GenerationParameters?.ModelHash },
             { "sampler", () => GenerationParameters?.Sampler },
@@ -47,14 +71,45 @@ public partial class FileNameFormatProvider
             { "project_name", () => ProjectName },
             { "date", () => DateTime.Now.ToString("yyyy-MM-dd") },
             { "time", () => DateTime.Now.ToString("HH-mm-ss") },
-            { "author", () => CivitModel?.Creator?.Username },
-            { "base_model", () => CivitModelVersion?.BaseModel },
-            { "file_name", () => Path.GetFileNameWithoutExtension(CivitFile?.Name) },
-            { "file_id", () => CivitFile?.Id.ToString() },
-            { "model_id", () => CivitModel?.Id.ToString() },
-            { "model_version_id", () => CivitModelVersion?.Id.ToString() },
-            { "model_version_name", () => CivitModelVersion?.Name },
-            { "model_type", () => CivitModel?.Type.ToString() },
+            {
+                "author",
+                () => CivitModel?.Creator?.Username ?? LocalModelFile?.ConnectedModelInfo?.AuthorUsername
+            },
+            {
+                "base_model",
+                () => CivitModelVersion?.BaseModel ?? LocalModelFile?.ConnectedModelInfo?.BaseModel
+            },
+            {
+                "file_name",
+                () =>
+                    Path.GetFileNameWithoutExtension(CivitFile?.Name)
+                    ?? Path.GetFileNameWithoutExtension(LocalModelFile?.ConnectedModelInfo?.RemoteFileName)
+                    ?? LocalModelFile?.FileNameWithoutExtension
+            },
+            {
+                "file_id",
+                () => CivitFile?.Id.ToString() ?? LocalModelFile?.ConnectedModelInfo?.RemoteFileId?.ToString()
+            },
+            {
+                "model_id",
+                () => CivitModel?.Id.ToString() ?? LocalModelFile?.ConnectedModelInfo?.ModelId?.ToString()
+            },
+            {
+                "model_version_id",
+                () =>
+                    CivitModelVersion?.Id.ToString()
+                    ?? LocalModelFile?.ConnectedModelInfo?.VersionId?.ToString()
+            },
+            {
+                "model_version_name",
+                () => CivitModelVersion?.Name ?? LocalModelFile?.ConnectedModelInfo?.VersionName
+            },
+            {
+                "model_type",
+                () =>
+                    CivitModel?.Type.ToString()
+                    ?? (LocalModelFile?.ConnectedModelInfo is { } cmInfo ? cmInfo.ModelType.ToString() : null)
+            },
         };
 
     /// <summary>
@@ -65,15 +120,13 @@ public partial class FileNameFormatProvider
     [Pure]
     public ValidationResult Validate(string format)
     {
-        var regex = BracketRegex();
-        var matches = regex.Matches(format);
-        var variables = matches.Select(m => m.Groups[1].Value);
+        var variables = GetVariableTexts(format);
 
         foreach (var variableText in variables)
         {
             try
             {
-                var (variable, _) = ExtractVariableAndSlice(variableText);
+                var variable = GetVariableName(variableText);
 
                 if (!Substitutions.ContainsKey(variable))
                 {
@@ -89,6 +142,47 @@ public ValidationResult Validate(string format)
         return ValidationResult.Success!;
     }
 
+    public IEnumerable<string> GetVariableTexts(string template)
+    {
+        return BracketRegex().Matches(template).Select(m => m.Groups[1].Value);
+    }
+
+    public string GetVariableName(string variableText)
+    {
+        var (variable, _) = ExtractVariableAndSlice(variableText);
+        return variable;
+    }
+
+    public bool TryResolveVariable(string variableText, out string? value, out string? error)
+    {
+        try
+        {
+            var (variable, slice) = ExtractVariableAndSlice(variableText);
+            if (!Substitutions.TryGetValue(variable, out var substitution))
+            {
+                value = null;
+                error = $"Unknown variable '{variable}'";
+                return false;
+            }
+
+            value = ApplySlice(substitution(), slice);
+            if (value is null)
+            {
+                error = $"Variable '{variable}' is not available";
+                return false;
+            }
+
+            error = null;
+            return true;
+        }
+        catch (Exception e)
+        {
+            value = null;
+            error = $"Invalid variable '{variableText}': {e.Message}";
+            return false;
+        }
+    }
+
     public IEnumerable<FileNameFormatPart> GetParts(string template)
     {
         var regex = BracketRegex();
@@ -114,36 +208,7 @@ public IEnumerable<FileNameFormatPart> GetParts(string template)
             var (variable, slice) = ExtractVariableAndSlice(result.Groups[1].Value);
             var substitution = Substitutions[variable];
 
-            // Slice string if necessary
-            if (slice is not null)
-            {
-                parts.Add(
-                    (FileNameFormatPart)(
-                        () =>
-                        {
-                            var value = substitution();
-                            if (value is null)
-                                return null;
-
-                            if (slice.End is null)
-                            {
-                                value = value[(slice.Start ?? 0)..];
-                            }
-                            else
-                            {
-                                var length = Math.Min(value.Length, slice.End.Value) - (slice.Start ?? 0);
-                                value = value.Substring(slice.Start ?? 0, length);
-                            }
-
-                            return value;
-                        }
-                    )
-                );
-            }
-            else
-            {
-                parts.Add(substitution);
-            }
+            parts.Add((FileNameFormatPart)(() => ApplySlice(substitution(), slice)));
 
             currentIndex += result.Length;
         }
@@ -198,6 +263,35 @@ public static FileNameFormatProvider GetSampleForModelBrowser()
         };
     }
 
+    public static FileNameFormatProvider GetSampleForOrganization()
+    {
+        return new FileNameFormatProvider
+        {
+            LocalModelFile = new LocalModelFile
+            {
+                RelativePath = "StableDiffusion/sample_file.safetensors",
+                SharedFolderType = SharedFolderType.StableDiffusion,
+                ConnectedModelInfo = new ConnectedModelInfo
+                {
+                    ModelId = 1234,
+                    ModelName = "Sample Model",
+                    ModelDescription = string.Empty,
+                    Nsfw = false,
+                    Tags = [],
+                    ModelType = CivitModelType.Checkpoint,
+                    VersionId = 5678,
+                    VersionName = "v1.0",
+                    AuthorUsername = "SampleUser",
+                    BaseModel = "Illustrious",
+                    RemoteFileName = "sample_file.safetensors",
+                    RemoteFileId = 910,
+                    Hashes = new CivitFileHashes(),
+                    Source = ConnectedModelSource.Civitai,
+                },
+            },
+        };
+    }
+
     /// <summary>
     /// Extract variable and index from a combined string
     /// </summary>
@@ -224,6 +318,20 @@ private static (string Variable, Slice? Slice) ExtractVariableAndSlice(string co
         return (variable, slice);
     }
 
+    private static string? ApplySlice(string? value, Slice? slice)
+    {
+        if (value is null || slice is null)
+            return value;
+
+        if (slice.End is null)
+        {
+            return value[(slice.Start ?? 0)..];
+        }
+
+        var length = Math.Min(value.Length, slice.End.Value) - (slice.Start ?? 0);
+        return value.Substring(slice.Start ?? 0, length);
+    }
+
     /// <summary>
     /// Regex for matching contents within a curly brace.
     /// </summary>
diff --git a/StabilityMatrix.Avalonia/Services/ModelOrganizationService.cs b/StabilityMatrix.Avalonia/Services/ModelOrganizationService.cs
new file mode 100644
index 000000000..8adc4f818
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Services/ModelOrganizationService.cs
@@ -0,0 +1,604 @@
+using System.Text;
+using System.Text.RegularExpressions;
+using Injectio.Attributes;
+using StabilityMatrix.Avalonia.Models.CheckpointOrganizer;
+using StabilityMatrix.Avalonia.Models.Inference;
+using StabilityMatrix.Core.Exceptions;
+using StabilityMatrix.Core.Helper;
+using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.Database;
+using StabilityMatrix.Core.Models.FileInterfaces;
+using ValidationResult = System.ComponentModel.DataAnnotations.ValidationResult;
+
+namespace StabilityMatrix.Avalonia.Services;
+
+[RegisterSingleton<ModelOrganizationService>]
+public class ModelOrganizationService
+{
+    private static readonly char[] DirectorySeparators =
+    [
+        Path.DirectorySeparatorChar,
+        Path.AltDirectorySeparatorChar,
+    ];
+    private static readonly Regex TemplateRegex = new(@"\{([a-z_:\d\[\]]+)\}", RegexOptions.Compiled);
+    private static readonly HashSet<char> InvalidSubstitutionChars =
+    [
+        .. Path.GetInvalidFileNameChars(),
+        Path.DirectorySeparatorChar,
+        Path.AltDirectorySeparatorChar,
+    ];
+
+    public ModelOrganizationPlan BuildPlan(
+        IEnumerable<LocalModelFile> models,
+        string modelsRoot,
+        string scopePath,
+        bool includeNested,
+        string? template
+    )
+    {
+        var effectiveTemplate = string.IsNullOrWhiteSpace(template)
+            ? FileNameFormat.DefaultModelBrowserTemplate
+            : template.Trim();
+
+        var provider = new FileNameFormatProvider();
+        var validationResult = provider.Validate(effectiveTemplate);
+        if (validationResult != ValidationResult.Success)
+        {
+            return new ModelOrganizationPlan
+            {
+                Template = effectiveTemplate,
+                ScopePath = scopePath,
+                IncludeNested = includeNested,
+                ValidationError = validationResult.ErrorMessage,
+            };
+        }
+
+        var items = FilterModelsForScope(models, modelsRoot, scopePath, includeNested)
+            .Select(model => BuildPreviewItem(model, scopePath, effectiveTemplate, modelsRoot))
+            .ToList();
+
+        ApplyDuplicateConflictDetection(items);
+        ApplyExistingFileConflictDetection(items);
+
+        return new ModelOrganizationPlan
+        {
+            Template = effectiveTemplate,
+            ScopePath = scopePath,
+            IncludeNested = includeNested,
+            Items = items,
+        };
+    }
+
+    public async Task<ModelOrganizationApplyResult> ApplyPlan(ModelOrganizationPlan plan)
+    {
+        var movedCount = 0;
+        var skippedCount = plan.Items.Count(item => !item.CanApply);
+        var conflictCount = plan.ConflictCount;
+        var errors = new List<string>();
+
+        foreach (var item in plan.Items.Where(item => item.CanApply))
+        {
+            try
+            {
+                await ApplyFileMovesAsync(item.FileMoves).ConfigureAwait(false);
+
+                movedCount++;
+            }
+            catch (FileTransferExistsException e)
+            {
+                skippedCount++;
+                conflictCount++;
+                errors.Add($"Could not organize '{Path.GetFileName(item.SourcePath)}': {e.Message}");
+            }
+            catch (Exception e)
+            {
+                skippedCount++;
+                errors.Add($"Could not organize '{Path.GetFileName(item.SourcePath)}': {e.Message}");
+            }
+        }
+
+        return new ModelOrganizationApplyResult
+        {
+            MovedCount = movedCount,
+            SkippedCount = skippedCount,
+            ConflictCount = conflictCount,
+            Errors = errors,
+        };
+    }
+
+    private static async Task ApplyFileMovesAsync(IReadOnlyList<ModelOrganizationFileMove> moves)
+    {
+        EnsureMoveTargetsAvailable(moves);
+
+        var completedMoves = new List<ModelOrganizationFileMove>();
+
+        try
+        {
+            foreach (var move in moves.Where(move => !PathsEqual(move.SourcePath, move.TargetPath)))
+            {
+                var targetDirectory = Path.GetDirectoryName(move.TargetPath);
+                if (!string.IsNullOrWhiteSpace(targetDirectory))
+                {
+                    Directory.CreateDirectory(targetDirectory);
+                }
+
+                await FileTransfers
+                    .MoveFileAsync(new FilePath(move.SourcePath), new FilePath(move.TargetPath))
+                    .ConfigureAwait(false);
+                completedMoves.Add(move);
+            }
+        }
+        catch (Exception ex)
+        {
+            var rollbackErrors = await RollbackMovesAsync(completedMoves).ConfigureAwait(false);
+            if (rollbackErrors.Count > 0)
+            {
+                throw new IOException(
+                    $"Failed to organize files and rollback was incomplete: {string.Join("; ", rollbackErrors)}",
+                    ex
+                );
+            }
+
+            throw;
+        }
+    }
+
+    private static void EnsureMoveTargetsAvailable(IReadOnlyList<ModelOrganizationFileMove> moves)
+    {
+        foreach (var move in moves.Where(move => !PathsEqual(move.SourcePath, move.TargetPath)))
+        {
+            if (File.Exists(move.TargetPath))
+            {
+                throw new FileTransferExistsException(move.SourcePath, move.TargetPath);
+            }
+        }
+    }
+
+    private static async Task<List<string>> RollbackMovesAsync(
+        IReadOnlyCollection<ModelOrganizationFileMove> completedMoves
+    )
+    {
+        var rollbackErrors = new List<string>();
+
+        foreach (var move in completedMoves.Reverse())
+        {
+            try
+            {
+                if (!File.Exists(move.TargetPath) || File.Exists(move.SourcePath))
+                {
+                    continue;
+                }
+
+                var sourceDirectory = Path.GetDirectoryName(move.SourcePath);
+                if (!string.IsNullOrWhiteSpace(sourceDirectory))
+                {
+                    Directory.CreateDirectory(sourceDirectory);
+                }
+
+                await FileTransfers
+                    .MoveFileAsync(new FilePath(move.TargetPath), new FilePath(move.SourcePath))
+                    .ConfigureAwait(false);
+            }
+            catch (Exception rollbackEx)
+            {
+                rollbackErrors.Add(
+                    $"Could not restore '{Path.GetFileName(move.SourcePath)}': {rollbackEx.Message}"
+                );
+            }
+        }
+
+        return rollbackErrors;
+    }
+
+    private static IEnumerable<LocalModelFile> FilterModelsForScope(
+        IEnumerable<LocalModelFile> models,
+        string modelsRoot,
+        string scopePath,
+        bool includeNested
+    )
+    {
+        var normalizedRoot = NormalizePath(modelsRoot);
+        var normalizedScope = NormalizePath(scopePath);
+        var includeAllModels = PathsEqual(normalizedRoot, normalizedScope);
+
+        foreach (var model in models)
+        {
+            var sourcePath = model.GetFullPath(modelsRoot);
+            var sourceDirectory = NormalizePath(Path.GetDirectoryName(sourcePath) ?? modelsRoot);
+
+            if (includeAllModels)
+            {
+                yield return model;
+                continue;
+            }
+
+            if (includeNested)
+            {
+                if (
+                    sourceDirectory.StartsWith(
+                        normalizedScope + Path.DirectorySeparatorChar,
+                        StringComparison.OrdinalIgnoreCase
+                    ) || PathsEqual(sourceDirectory, normalizedScope)
+                )
+                {
+                    yield return model;
+                }
+
+                continue;
+            }
+
+            if (PathsEqual(sourceDirectory, normalizedScope))
+            {
+                yield return model;
+            }
+        }
+    }
+
+    private static ModelOrganizationPreviewItem BuildPreviewItem(
+        LocalModelFile model,
+        string scopePath,
+        string template,
+        string modelsRoot
+    )
+    {
+        var sourcePath = model.GetFullPath(modelsRoot);
+        if (!File.Exists(sourcePath))
+        {
+            return CreateSkippedItem(model, sourcePath, "Model file no longer exists.");
+        }
+
+        if (!model.HasConnectedModel)
+        {
+            return CreateSkippedItem(
+                model,
+                sourcePath,
+                "Connected metadata is required to organize this file."
+            );
+        }
+
+        var provider = new FileNameFormatProvider { LocalModelFile = model };
+        if (!TryRenderRelativeTarget(provider, template, out var renderedTarget, out var renderError))
+        {
+            return CreateSkippedItem(model, sourcePath, renderError);
+        }
+
+        if (
+            !TryBuildTargetPath(
+                sourcePath,
+                modelsRoot,
+                scopePath,
+                renderedTarget!,
+                out var targetPath,
+                out var pathError
+            )
+        )
+        {
+            return CreateSkippedItem(model, sourcePath, pathError);
+        }
+
+        var fileMoves = BuildFileMoves(sourcePath, targetPath!);
+        if (fileMoves.Count == 0 || fileMoves.All(move => PathsEqual(move.SourcePath, move.TargetPath)))
+        {
+            return new ModelOrganizationPreviewItem
+            {
+                Model = model,
+                SourcePath = sourcePath,
+                TargetPath = targetPath,
+                Status = ModelOrganizationPreviewStatus.Unchanged,
+                Reason = "Already matches the current naming pattern.",
+                FileMoves = fileMoves,
+            };
+        }
+
+        return new ModelOrganizationPreviewItem
+        {
+            Model = model,
+            SourcePath = sourcePath,
+            TargetPath = targetPath,
+            Status = ModelOrganizationPreviewStatus.Ready,
+            FileMoves = fileMoves,
+        };
+    }
+
+    private static ModelOrganizationPreviewItem CreateSkippedItem(
+        LocalModelFile model,
+        string sourcePath,
+        string? reason
+    )
+    {
+        return new ModelOrganizationPreviewItem
+        {
+            Model = model,
+            SourcePath = sourcePath,
+            Status = ModelOrganizationPreviewStatus.Skipped,
+            Reason = reason,
+        };
+    }
+
+    private static bool TryRenderRelativeTarget(
+        FileNameFormatProvider provider,
+        string template,
+        out string? renderedTarget,
+        out string? error
+    )
+    {
+        var builder = new StringBuilder();
+        var currentIndex = 0;
+
+        foreach (var match in TemplateRegex.Matches(template).Cast<Match>())
+        {
+            if (match.Index > currentIndex)
+            {
+                builder.Append(template[currentIndex..match.Index]);
+            }
+
+            var variableText = match.Groups[1].Value;
+            var variableName = provider.GetVariableName(variableText);
+            if (!FileNameFormatProvider.LocalOrganizationVariables.Contains(variableName))
+            {
+                renderedTarget = null;
+                error = $"Variable '{variableName}' is not supported for organizing local files.";
+                return false;
+            }
+
+            if (
+                !provider.TryResolveVariable(variableText, out var value, out error)
+                || string.IsNullOrWhiteSpace(value)
+            )
+            {
+                renderedTarget = null;
+                return false;
+            }
+
+            builder.Append(SanitizeSubstitutionValue(value));
+            currentIndex = match.Index + match.Length;
+        }
+
+        if (currentIndex < template.Length)
+        {
+            builder.Append(template[currentIndex..]);
+        }
+
+        renderedTarget = builder.ToString().Trim();
+        if (string.IsNullOrWhiteSpace(renderedTarget))
+        {
+            error = "The naming pattern resolved to an empty path.";
+            return false;
+        }
+
+        error = null;
+        return true;
+    }
+
+    private static bool TryBuildTargetPath(
+        string sourcePath,
+        string modelsRoot,
+        string scopePath,
+        string renderedTarget,
+        out string? targetPath,
+        out string? error
+    )
+    {
+        if (Path.IsPathRooted(renderedTarget))
+        {
+            targetPath = null;
+            error = "Absolute paths are not allowed in the naming pattern.";
+            return false;
+        }
+
+        var normalizedRelativeTarget = renderedTarget.Replace(
+            Path.AltDirectorySeparatorChar,
+            Path.DirectorySeparatorChar
+        );
+        var segments = normalizedRelativeTarget.Split(
+            DirectorySeparators,
+            StringSplitOptions.RemoveEmptyEntries | StringSplitOptions.TrimEntries
+        );
+
+        if (
+            segments.Length == 0
+            || segments.Any(segment =>
+                segment is "." or ".."
+                || string.IsNullOrWhiteSpace(segment)
+                || segment.IndexOfAny(Path.GetInvalidFileNameChars()) >= 0
+            )
+        )
+        {
+            targetPath = null;
+            error = "The naming pattern resolved to an invalid path.";
+            return false;
+        }
+
+        var sourceDirectory = Path.GetDirectoryName(sourcePath) ?? string.Empty;
+        var relativeDirectory = segments.Length > 1 ? Path.Combine(segments[..^1]) : string.Empty;
+
+        string destinationDirectory;
+        if (string.IsNullOrWhiteSpace(relativeDirectory))
+        {
+            // Single-segment template (e.g. "{file_name}") — keep in the source directory
+            destinationDirectory = sourceDirectory;
+        }
+        else
+        {
+            destinationDirectory = Path.Combine(
+                ResolveOrganizationBaseDirectory(sourcePath, modelsRoot, scopePath),
+                relativeDirectory
+            );
+        }
+
+        // Use segments[^1] directly as the target base name.
+        // The template variables (e.g. {file_name}) already return names without extensions,
+        // so calling Path.GetFileNameWithoutExtension here would incorrectly strip
+        // content after dots in the name (e.g. "wan2.1_model" → "wan2").
+        var targetBaseName = segments[^1];
+        if (string.IsNullOrWhiteSpace(targetBaseName))
+        {
+            targetPath = null;
+            error = "The naming pattern did not produce a valid file name.";
+            return false;
+        }
+
+        targetPath = Path.Combine(destinationDirectory, targetBaseName + Path.GetExtension(sourcePath));
+        error = null;
+        return true;
+    }
+
+    private static string ResolveOrganizationBaseDirectory(
+        string sourcePath,
+        string modelsRoot,
+        string scopePath
+    )
+    {
+        if (!PathsEqual(modelsRoot, scopePath))
+        {
+            return NormalizePath(scopePath);
+        }
+
+        // Organizing from the models root should still keep models within their top-level type folder
+        // (Lora, StableDiffusion, etc.).
+        var relativeToRoot = Path.GetRelativePath(modelsRoot, sourcePath);
+        var pathComponents = relativeToRoot.Split(DirectorySeparators, StringSplitOptions.RemoveEmptyEntries);
+        var typeFolder = pathComponents.Length > 1 ? pathComponents[0] : string.Empty;
+
+        return string.IsNullOrWhiteSpace(typeFolder)
+            ? NormalizePath(modelsRoot)
+            : Path.Combine(NormalizePath(modelsRoot), typeFolder);
+    }
+
+    private static List<ModelOrganizationFileMove> BuildFileMoves(string sourcePath, string targetPath)
+    {
+        var moves = new List<ModelOrganizationFileMove>
+        {
+            new() { SourcePath = sourcePath, TargetPath = targetPath },
+        };
+
+        var sourceDirectory = Path.GetDirectoryName(sourcePath) ?? string.Empty;
+        var targetDirectory = Path.GetDirectoryName(targetPath) ?? string.Empty;
+        var sourceBaseName = Path.GetFileNameWithoutExtension(sourcePath);
+        var targetBaseName = Path.GetFileNameWithoutExtension(targetPath);
+
+        var cmInfoPath = Path.Combine(sourceDirectory, sourceBaseName + ConnectedModelInfo.FileExtension);
+        if (File.Exists(cmInfoPath))
+        {
+            moves.Add(
+                new ModelOrganizationFileMove
+                {
+                    SourcePath = cmInfoPath,
+                    TargetPath = Path.Combine(
+                        targetDirectory,
+                        targetBaseName + ConnectedModelInfo.FileExtension
+                    ),
+                }
+            );
+        }
+
+        foreach (var previewPath in Directory.EnumerateFiles(sourceDirectory, $"{sourceBaseName}.preview.*"))
+        {
+            moves.Add(
+                new ModelOrganizationFileMove
+                {
+                    SourcePath = previewPath,
+                    TargetPath = Path.Combine(
+                        targetDirectory,
+                        $"{targetBaseName}.preview{Path.GetExtension(previewPath)}"
+                    ),
+                }
+            );
+        }
+
+        var yamlPath = Path.Combine(sourceDirectory, $"{sourceBaseName}.yaml");
+        if (File.Exists(yamlPath))
+        {
+            moves.Add(
+                new ModelOrganizationFileMove
+                {
+                    SourcePath = yamlPath,
+                    TargetPath = Path.Combine(targetDirectory, $"{targetBaseName}.yaml"),
+                }
+            );
+        }
+
+        return moves;
+    }
+
+    private static void ApplyDuplicateConflictDetection(List<ModelOrganizationPreviewItem> items)
+    {
+        var duplicateGroups = items
+            .Where(item => item.Status == ModelOrganizationPreviewStatus.Ready && item.TargetPath is not null)
+            .GroupBy(item => NormalizePath(item.TargetPath!))
+            .Where(group => group.Count() > 1);
+
+        foreach (var group in duplicateGroups)
+        {
+            foreach (var item in group.ToList())
+            {
+                ReplacePreviewItem(
+                    items,
+                    item,
+                    item with
+                    {
+                        Status = ModelOrganizationPreviewStatus.Conflict,
+                        Reason = "Multiple models resolve to the same target path.",
+                    }
+                );
+            }
+        }
+    }
+
+    private static void ApplyExistingFileConflictDetection(List<ModelOrganizationPreviewItem> items)
+    {
+        foreach (
+            var item in items.Where(item => item.Status == ModelOrganizationPreviewStatus.Ready).ToList()
+        )
+        {
+            var conflictingMove = item.FileMoves.FirstOrDefault(move =>
+                File.Exists(move.TargetPath) && !PathsEqual(move.SourcePath, move.TargetPath)
+            );
+
+            if (conflictingMove is not null)
+            {
+                var conflictFile = Path.GetFileName(conflictingMove.TargetPath);
+                ReplacePreviewItem(
+                    items,
+                    item,
+                    item with
+                    {
+                        Status = ModelOrganizationPreviewStatus.Conflict,
+                        Reason = $"A file already exists at the destination: {conflictFile}",
+                    }
+                );
+            }
+        }
+    }
+
+    private static void ReplacePreviewItem(
+        List<ModelOrganizationPreviewItem> items,
+        ModelOrganizationPreviewItem source,
+        ModelOrganizationPreviewItem replacement
+    )
+    {
+        var index = items.IndexOf(source);
+        if (index >= 0)
+        {
+            items[index] = replacement;
+        }
+    }
+
+    private static string SanitizeSubstitutionValue(string value)
+    {
+        return string.Concat(value.Select(ch => InvalidSubstitutionChars.Contains(ch) ? '_' : ch)).Trim();
+    }
+
+    private static string NormalizePath(string path)
+    {
+        return Path.GetFullPath(path).TrimEnd(Path.DirectorySeparatorChar, Path.AltDirectorySeparatorChar);
+    }
+
+    private static bool PathsEqual(string? left, string? right)
+    {
+        if (left is null || right is null)
+            return false;
+
+        return string.Equals(NormalizePath(left), NormalizePath(right), StringComparison.OrdinalIgnoreCase);
+    }
+}
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointsPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointsPageViewModel.cs
index 62bea1c0f..f91b3bec0 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointsPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointsPageViewModel.cs
@@ -20,6 +20,7 @@
 using StabilityMatrix.Avalonia.Helpers;
 using StabilityMatrix.Avalonia.Languages;
 using StabilityMatrix.Avalonia.Models;
+using StabilityMatrix.Avalonia.Models.CheckpointOrganizer;
 using StabilityMatrix.Avalonia.Services;
 using StabilityMatrix.Avalonia.ViewModels.Base;
 using StabilityMatrix.Avalonia.ViewModels.CheckpointBrowser;
@@ -56,6 +57,7 @@ public partial class CheckpointsPageViewModel(
     INotificationService notificationService,
     IMetadataImportService metadataImportService,
     IModelImportService modelImportService,
+    ModelOrganizationService modelOrganizationService,
     OpenModelDbManager openModelDbManager,
     IServiceManager<ViewModelBase> dialogFactory,
     ICivitBaseModelTypeService baseModelTypeService,
@@ -590,6 +592,93 @@ private async Task ScanMetadata(bool updateExistingMetadata)
         notificationService.Show("Scan Complete", message, NotificationType.Success);
     }
 
+    [RelayCommand]
+    private async Task OrganizeModelsAsync()
+    {
+        if (SelectedCategory == null)
+        {
+            notificationService.Show(
+                "No Category Selected",
+                "Please select a category to organize.",
+                NotificationType.Error
+            );
+            return;
+        }
+
+        var organizeDialogVm = dialogFactory.Get<OrganizeModelsDialogViewModel>();
+        organizeDialogVm.Initialize(
+            modelIndexService.ModelIndex.Values.SelectMany(x => x),
+            settingsManager.ModelsDirectory,
+            SelectedCategory.Path,
+            ShowModelsInSubfolders,
+            settingsManager.Settings.ModelOrganizationFileNamePattern
+        );
+
+        if (organizeDialogVm.Plan?.Items.Count == 0)
+        {
+            notificationService.Show(
+                "Nothing To Organize",
+                "No indexed models matched the selected category.",
+                NotificationType.Information
+            );
+            return;
+        }
+
+        var dialogResult = await organizeDialogVm.GetDialog().ShowAsync();
+
+        if (dialogResult == ContentDialogResult.Secondary)
+        {
+            switch (organizeDialogVm.RequestedMetadataAction)
+            {
+                case ModelOrganizationMetadataAction.ScanMissing:
+                    await ScanMetadata(false);
+                    break;
+                case ModelOrganizationMetadataAction.UpdateExisting:
+                    await ScanMetadata(true);
+                    break;
+            }
+
+            return;
+        }
+
+        if (dialogResult != ContentDialogResult.Primary)
+            return;
+
+        var plan = organizeDialogVm.Plan!;
+
+        IsLoading = true;
+        Progress.Text = "Organizing models...";
+        Progress.IsIndeterminate = true;
+
+        try
+        {
+            var result = await modelOrganizationService.ApplyPlan(plan);
+            await modelIndexService.RefreshIndex();
+
+            var summary =
+                $"{result.MovedCount} moved, {result.ConflictCount} conflicts, {result.SkippedCount} skipped.";
+            notificationService.Show(
+                "Organization Complete",
+                summary,
+                result.Errors.Count == 0 ? NotificationType.Success : NotificationType.Warning
+            );
+
+            if (result.Errors.Count > 0)
+            {
+                notificationService.ShowPersistent(
+                    "Organization encountered errors",
+                    string.Join(Environment.NewLine, result.Errors.Take(5)),
+                    NotificationType.Warning
+                );
+            }
+        }
+        finally
+        {
+            IsLoading = false;
+            Progress.ClearProgress();
+        }
+    }
+
     [RelayCommand]
     private Task OnItemClick(CheckpointFileViewModel item)
     {
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/OrganizeModelsDialogViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/OrganizeModelsDialogViewModel.cs
new file mode 100644
index 000000000..00f5523d2
--- /dev/null
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/OrganizeModelsDialogViewModel.cs
@@ -0,0 +1,236 @@
+using System;
+using System.Collections.Generic;
+using System.Collections.ObjectModel;
+using System.ComponentModel;
+using System.ComponentModel.DataAnnotations;
+using System.Linq;
+using System.Reactive.Linq;
+using Avalonia.Controls.Primitives;
+using CommunityToolkit.Mvvm.ComponentModel;
+using CommunityToolkit.Mvvm.Input;
+using DynamicData.Binding;
+using Injectio.Attributes;
+using StabilityMatrix.Avalonia.Controls;
+using StabilityMatrix.Avalonia.Models.CheckpointOrganizer;
+using StabilityMatrix.Avalonia.Models.Inference;
+using StabilityMatrix.Avalonia.Services;
+using StabilityMatrix.Avalonia.ViewModels.Base;
+using StabilityMatrix.Avalonia.Views.Dialogs;
+using StabilityMatrix.Core.Attributes;
+using StabilityMatrix.Core.Models.Database;
+using StabilityMatrix.Core.Services;
+
+namespace StabilityMatrix.Avalonia.ViewModels.Dialogs;
+
+[View(typeof(OrganizeModelsDialog))]
+[ManagedService]
+[RegisterTransient<OrganizeModelsDialogViewModel>]
+public partial class OrganizeModelsDialogViewModel(
+    ISettingsManager settingsManager,
+    ModelOrganizationService modelOrganizationService
+) : ContentDialogViewModelBase
+{
+    private IReadOnlyList<LocalModelFile> models = [];
+    private string modelsRoot = string.Empty;
+    private string scopePath = string.Empty;
+    private bool includeNested;
+    private IReadOnlyList<ModelOrganizationPreviewItem> allSortedItems = [];
+
+    public ModelOrganizationMetadataAction RequestedMetadataAction { get; private set; }
+
+    [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(CanOrganize))]
+    [NotifyPropertyChangedFor(nameof(ReadySummary))]
+    public partial ModelOrganizationPlan? Plan { get; set; }
+
+    [ObservableProperty]
+    public partial string OrganizePattern { get; set; } = FileNameFormat.DefaultOrganizationTemplate;
+
+    [ObservableProperty]
+    public partial string PatternPreviewSample { get; set; } = string.Empty;
+
+    [ObservableProperty]
+    public partial string? PatternValidationError { get; set; }
+
+    [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(ShowMissingMetadataWarning))]
+    public partial int MissingMetadataCount { get; set; }
+
+    [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(ShowIncompleteMetadataWarning))]
+    public partial int IncompleteMetadataCount { get; set; }
+
+    [ObservableProperty]
+    public partial bool ShowReadyItems { get; set; } = true;
+
+    [ObservableProperty]
+    public partial bool ShowConflictItems { get; set; } = true;
+
+    [ObservableProperty]
+    public partial bool ShowSkippedItems { get; set; } = true;
+
+    [ObservableProperty]
+    public partial bool ShowUnchangedItems { get; set; }
+
+    [ObservableProperty]
+    public partial int UnchangedCount { get; set; }
+
+    public ObservableCollection<ModelOrganizationPreviewItem> Items { get; } = [];
+
+    public bool CanOrganize => Plan?.ReadyCount > 0;
+
+    public bool ShowMissingMetadataWarning => MissingMetadataCount > 0;
+
+    public bool ShowIncompleteMetadataWarning => IncompleteMetadataCount > 0;
+
+    public string ReadySummary =>
+        Plan == null
+            ? string.Empty
+            : $"{Plan.ReadyCount} ready, {Plan.ConflictCount} conflicts, {Plan.SkippedCount} skipped";
+
+    public IEnumerable<FileNameFormatVar> OrganizationFormatVars =>
+        FileNameFormatProvider
+            .GetSampleForOrganization()
+            .Substitutions.Where(kv => FileNameFormatProvider.LocalOrganizationVariables.Contains(kv.Key))
+            .Select(kv => new FileNameFormatVar { Variable = $"{{{kv.Key}}}", Example = kv.Value.Invoke() });
+
+    public void Initialize(
+        IEnumerable<LocalModelFile> allModels,
+        string rootPath,
+        string scope,
+        bool nested,
+        string? initialPattern
+    )
+    {
+        models = allModels.ToList();
+        modelsRoot = rootPath;
+        scopePath = scope;
+        includeNested = nested;
+        RequestedMetadataAction = ModelOrganizationMetadataAction.None;
+
+        OrganizePattern = string.IsNullOrWhiteSpace(initialPattern)
+            ? FileNameFormat.DefaultOrganizationTemplate
+            : initialPattern;
+
+        RebuildPlan();
+
+        AddDisposable(
+            this.WhenPropertyChanged(vm => vm.OrganizePattern)
+                .Throttle(TimeSpan.FromMilliseconds(300))
+                .ObserveOn(SynchronizationContext.Current!)
+                .Subscribe(_ => RebuildPlan())
+        );
+    }
+
+    private void RebuildPlan()
+    {
+        var plan = modelOrganizationService.BuildPlan(
+            models,
+            modelsRoot,
+            scopePath,
+            includeNested,
+            OrganizePattern
+        );
+
+        Plan = plan;
+        PatternValidationError = plan.ValidationError;
+
+        // Update preview sample
+        UpdatePreviewSample();
+
+        // Store all sorted items and update visible items
+        allSortedItems = plan.Items.OrderBy(i => i.SortOrder).ToList();
+        UnchangedCount = plan.Items.Count(i => i.IsUnchanged);
+        RefreshVisibleItems();
+
+        // Count models with no connected metadata at all
+        MissingMetadataCount = plan.Items.Count(i =>
+            i.Status == ModelOrganizationPreviewStatus.Skipped && !i.Model.HasConnectedModel
+        );
+
+        // Count models with connected metadata but missing fields needed by the template
+        IncompleteMetadataCount = plan.Items.Count(i =>
+            i.Status == ModelOrganizationPreviewStatus.Skipped
+            && i.Model.HasConnectedModel
+            && i.Reason?.Contains("not available", StringComparison.OrdinalIgnoreCase) == true
+        );
+    }
+
+    partial void OnShowReadyItemsChanged(bool value) => RefreshVisibleItems();
+
+    partial void OnShowConflictItemsChanged(bool value) => RefreshVisibleItems();
+
+    partial void OnShowSkippedItemsChanged(bool value) => RefreshVisibleItems();
+
+    partial void OnShowUnchangedItemsChanged(bool value) => RefreshVisibleItems();
+
+    private void RefreshVisibleItems()
+    {
+        Items.Clear();
+        foreach (var item in allSortedItems)
+        {
+            var visible = item.Status switch
+            {
+                ModelOrganizationPreviewStatus.Ready => ShowReadyItems,
+                ModelOrganizationPreviewStatus.Conflict => ShowConflictItems,
+                ModelOrganizationPreviewStatus.Skipped => ShowSkippedItems,
+                ModelOrganizationPreviewStatus.Unchanged => ShowUnchangedItems,
+                _ => true,
+            };
+
+            if (visible)
+            {
+                Items.Add(item);
+            }
+        }
+    }
+
+    private void UpdatePreviewSample()
+    {
+        var provider = FileNameFormatProvider.GetSampleForOrganization();
+        var template = OrganizePattern;
+
+        if (!string.IsNullOrEmpty(template) && provider.Validate(template) == ValidationResult.Success)
+        {
+            var format = FileNameFormat.Parse(template, provider);
+            PatternPreviewSample = "Example: " + format.GetFileName() + ".safetensors";
+        }
+        else
+        {
+            var defaultFormat = FileNameFormat.Parse(FileNameFormat.DefaultOrganizationTemplate, provider);
+            PatternPreviewSample = "Example: " + defaultFormat.GetFileName() + ".safetensors";
+        }
+    }
+
+    public override BetterContentDialog GetDialog()
+    {
+        var dialog = base.GetDialog();
+        dialog.MinDialogWidth = 900;
+        dialog.MaxDialogHeight = 800;
+        dialog.IsFooterVisible = false;
+        dialog.CloseOnClickOutside = true;
+        dialog.ContentVerticalScrollBarVisibility = ScrollBarVisibility.Disabled;
+        return dialog;
+    }
+
+    [RelayCommand(CanExecute = nameof(CanOrganize))]
+    private void ConfirmOrganize()
+    {
+        settingsManager.Transaction(s => s.ModelOrganizationFileNamePattern = OrganizePattern);
+        OnPrimaryButtonClick();
+    }
+
+    [RelayCommand]
+    private void ScanForMetadata()
+    {
+        RequestedMetadataAction = ModelOrganizationMetadataAction.ScanMissing;
+        OnSecondaryButtonClick();
+    }
+
+    [RelayCommand]
+    private void UpdateMetadata()
+    {
+        RequestedMetadataAction = ModelOrganizationMetadataAction.UpdateExisting;
+        OnSecondaryButtonClick();
+    }
+}
diff --git a/StabilityMatrix.Avalonia/Views/CheckpointsPage.axaml b/StabilityMatrix.Avalonia/Views/CheckpointsPage.axaml
index 58995bb6c..753e801bc 100644
--- a/StabilityMatrix.Avalonia/Views/CheckpointsPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/CheckpointsPage.axaml
@@ -190,6 +190,11 @@
                             </SplitButton.Flyout>
                         </SplitButton>
                     </ui:CommandBarElementContainer>
+                    <ui:CommandBarButton
+                        VerticalAlignment="Center"
+                        Command="{Binding OrganizeModelsCommand}"
+                        IconSource="MoveToFolder"
+                        Label="Organize" />
                     <ui:CommandBarToggleButton IsChecked="{Binding ShowModelsInSubfolders, Mode=TwoWay}" Label="Show Nested Models">
                         <ui:CommandBarToggleButton.IconSource>
                             <controls:FASymbolIconSource Symbol="fa-solid fa-folder-tree" />
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/OrganizeModelsDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/OrganizeModelsDialog.axaml
new file mode 100644
index 000000000..0b8cd6540
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/OrganizeModelsDialog.axaml
@@ -0,0 +1,370 @@
+<controls:UserControlBase
+    x:Class="StabilityMatrix.Avalonia.Views.Dialogs.OrganizeModelsDialog"
+    xmlns="https://github.com/avaloniaui"
+    xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+    xmlns:checkpointOrganizer="clr-namespace:StabilityMatrix.Avalonia.Models.CheckpointOrganizer"
+    xmlns:controls="clr-namespace:StabilityMatrix.Avalonia.Controls"
+    xmlns:converters="clr-namespace:StabilityMatrix.Avalonia.Converters"
+    xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
+    xmlns:dialogs="clr-namespace:StabilityMatrix.Avalonia.ViewModels.Dialogs"
+    xmlns:fluentIcons="clr-namespace:FluentIcons.Avalonia.Fluent;assembly=FluentIcons.Avalonia.Fluent"
+    xmlns:inference="clr-namespace:StabilityMatrix.Avalonia.Models.Inference"
+    xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
+    xmlns:ui="using:FluentAvalonia.UI.Controls"
+    d:DesignHeight="700"
+    d:DesignWidth="900"
+    x:DataType="dialogs:OrganizeModelsDialogViewModel"
+    mc:Ignorable="d">
+    <controls:UserControlBase.Resources>
+        <converters:EnumToBooleanConverter x:Key="EnumBoolConverter" />
+    </controls:UserControlBase.Resources>
+
+    <controls:UserControlBase.Styles>
+        <!--  Status filter toggle: transparent base, dim when unchecked  -->
+        <Style Selector="ToggleButton.status-filter">
+            <Setter Property="Background" Value="Transparent" />
+            <Setter Property="BorderThickness" Value="0" />
+            <Setter Property="Padding" Value="8,4" />
+            <Setter Property="CornerRadius" Value="6" />
+            <Setter Property="Cursor" Value="Hand" />
+        </Style>
+        <Style Selector="ToggleButton.status-filter:not(:checked)">
+            <Setter Property="Opacity" Value="0.45" />
+            <Setter Property="Background" Value="Transparent" />
+        </Style>
+        <Style Selector="ToggleButton.status-filter:pointerover">
+            <Setter Property="Opacity" Value="1" />
+        </Style>
+        <!--  Per-status tinted backgrounds when checked  -->
+        <Style Selector="ToggleButton.status-ready:checked">
+            <Setter Property="Background" Value="#1A4CAF50" />
+        </Style>
+        <Style Selector="ToggleButton.status-ready:checked:pointerover">
+            <Setter Property="Background" Value="#2E4CAF50" />
+        </Style>
+        <Style Selector="ToggleButton.status-conflict:checked">
+            <Setter Property="Background" Value="#1AE81123" />
+        </Style>
+        <Style Selector="ToggleButton.status-conflict:checked:pointerover">
+            <Setter Property="Background" Value="#2EE81123" />
+        </Style>
+        <Style Selector="ToggleButton.status-skipped:checked">
+            <Setter Property="Background" Value="#1AFFC107" />
+        </Style>
+        <Style Selector="ToggleButton.status-skipped:checked:pointerover">
+            <Setter Property="Background" Value="#2EFFC107" />
+        </Style>
+    </controls:UserControlBase.Styles>
+
+    <Grid RowDefinitions="Auto,Auto,Auto,*,Auto">
+
+        <!--  Row 0: Header  -->
+        <StackPanel Spacing="4">
+            <TextBlock Text="Organize Models" Theme="{DynamicResource TitleTextBlockStyle}" />
+            <TextBlock
+                Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                Text="Reorganize model files into folders using a naming pattern. Models stay within their type folder."
+                TextWrapping="Wrap" />
+        </StackPanel>
+
+        <!--  Row 1: Pattern Editor  -->
+        <controls:Card
+            Grid.Row="1"
+            Margin="0,12,0,0"
+            Padding="16">
+            <StackPanel Spacing="10">
+                <TextBlock
+                    FontSize="14"
+                    FontWeight="SemiBold"
+                    Text="Naming Pattern" />
+
+                <TextBox
+                    Name="OrganizePatternTextBox"
+                    MinWidth="200"
+                    FontFamily="Cascadia Code,Consolas,Menlo,Monospace,DejaVu Sans Mono,monospace"
+                    FontSize="13"
+                    Text="{Binding OrganizePattern}"
+                    Watermark="{x:Static inference:FileNameFormat.DefaultOrganizationTemplate}" />
+
+                <!--  Preview  -->
+                <TextBlock
+                    FontFamily="Cascadia Code,Consolas,Menlo,Monospace,DejaVu Sans Mono,monospace"
+                    FontSize="12"
+                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                    Text="{Binding PatternPreviewSample}" />
+
+                <!--  Validation error  -->
+                <StackPanel
+                    IsVisible="{Binding PatternValidationError, Converter={x:Static StringConverters.IsNotNullOrEmpty}}"
+                    Orientation="Horizontal"
+                    Spacing="6">
+                    <fluentIcons:SymbolIcon
+                        FontSize="14"
+                        Foreground="{DynamicResource SystemFillColorCriticalBrush}"
+                        Symbol="ErrorCircle" />
+                    <TextBlock
+                        FontSize="12"
+                        Foreground="{DynamicResource SystemFillColorCriticalBrush}"
+                        Text="{Binding PatternValidationError}" />
+                </StackPanel>
+
+                <!--  Variables reference  -->
+                <Expander
+                    Padding="0"
+                    HorizontalAlignment="Stretch"
+                    Header="Available Variables">
+                    <ItemsRepeater Margin="0,6,0,0" ItemsSource="{Binding OrganizationFormatVars}">
+                        <ItemsRepeater.Layout>
+                            <StackLayout Orientation="Vertical" Spacing="6" />
+                        </ItemsRepeater.Layout>
+                        <ItemsRepeater.ItemTemplate>
+                            <DataTemplate DataType="{x:Type inference:FileNameFormatVar}">
+                                <StackPanel Orientation="Horizontal" Spacing="10">
+                                    <Border
+                                        Padding="8,3"
+                                        Background="{DynamicResource ControlFillColorDefaultBrush}"
+                                        BorderBrush="{DynamicResource ControlStrokeColorDefaultBrush}"
+                                        BorderThickness="1"
+                                        CornerRadius="4">
+                                        <TextBlock
+                                            FontFamily="Cascadia Code,Consolas,Menlo,Monospace,DejaVu Sans Mono,monospace"
+                                            FontSize="12"
+                                            Text="{Binding Variable}" />
+                                    </Border>
+                                    <TextBlock
+                                        VerticalAlignment="Center"
+                                        FontSize="12"
+                                        Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                        Text="{Binding Example}" />
+                                </StackPanel>
+                            </DataTemplate>
+                        </ItemsRepeater.ItemTemplate>
+                    </ItemsRepeater>
+                </Expander>
+            </StackPanel>
+        </controls:Card>
+
+        <!--  Row 2: Summary + Warnings  -->
+        <StackPanel
+            Grid.Row="2"
+            Margin="0,12,0,0"
+            Spacing="8">
+
+            <!--  Status filter bar (clickable to show/hide each status)  -->
+            <Border
+                Padding="6,4"
+                Background="{DynamicResource CardBackgroundFillColorDefaultBrush}"
+                BorderBrush="{DynamicResource ControlStrokeColorDefaultBrush}"
+                BorderThickness="1"
+                CornerRadius="8">
+                <Grid ColumnDefinitions="Auto,*">
+                    <StackPanel Orientation="Horizontal" Spacing="4">
+                        <!--  Ready toggle  -->
+                        <ToggleButton Classes="status-filter status-ready" IsChecked="{Binding ShowReadyItems}">
+                            <StackPanel Orientation="Horizontal" Spacing="6">
+                                <fluentIcons:SymbolIcon
+                                    FontSize="16"
+                                    Foreground="#4CAF50"
+                                    Symbol="CheckmarkCircle" />
+                                <TextBlock
+                                    VerticalAlignment="Center"
+                                    FontWeight="Medium"
+                                    Text="{Binding Plan.ReadyCount, StringFormat='{}{0} ready'}" />
+                            </StackPanel>
+                        </ToggleButton>
+
+                        <!--  Conflict toggle  -->
+                        <ToggleButton Classes="status-filter status-conflict" IsChecked="{Binding ShowConflictItems}">
+                            <StackPanel Orientation="Horizontal" Spacing="6">
+                                <fluentIcons:SymbolIcon
+                                    FontSize="16"
+                                    Foreground="{DynamicResource SystemFillColorCriticalBrush}"
+                                    Symbol="DismissCircle" />
+                                <TextBlock VerticalAlignment="Center" Text="{Binding Plan.ConflictCount, StringFormat='{}{0} conflicts'}" />
+                            </StackPanel>
+                        </ToggleButton>
+
+                        <!--  Skipped toggle  -->
+                        <ToggleButton Classes="status-filter status-skipped" IsChecked="{Binding ShowSkippedItems}">
+                            <StackPanel Orientation="Horizontal" Spacing="6">
+                                <fluentIcons:SymbolIcon
+                                    FontSize="16"
+                                    Foreground="{DynamicResource SystemFillColorCautionBrush}"
+                                    Symbol="Warning" />
+                                <TextBlock VerticalAlignment="Center" Text="{Binding Plan.SkippedCount, StringFormat='{}{0} skipped'}" />
+                            </StackPanel>
+                        </ToggleButton>
+                    </StackPanel>
+
+                    <!--  Scope path  -->
+                    <TextBlock
+                        Grid.Column="1"
+                        HorizontalAlignment="Right"
+                        VerticalAlignment="Center"
+                        FontSize="12"
+                        Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                        Text="{Binding Plan.ScopePath}" />
+                </Grid>
+            </Border>
+
+            <!--  Missing metadata warning (no connected metadata at all)  -->
+            <ui:InfoBar
+                IsClosable="False"
+                IsOpen="{Binding ShowMissingMetadataWarning}"
+                Severity="Warning">
+                <ui:InfoBar.Title>
+                    <MultiBinding StringFormat="{}{0} models skipped — no connected metadata.">
+                        <Binding Path="MissingMetadataCount" />
+                    </MultiBinding>
+                </ui:InfoBar.Title>
+                <ui:InfoBar.ActionButton>
+                    <Button
+                        Classes="accent"
+                        Command="{Binding ScanForMetadataCommand}"
+                        Content="Find Connected Metadata" />
+                </ui:InfoBar.ActionButton>
+            </ui:InfoBar>
+
+            <!--  Incomplete metadata warning (has metadata but missing fields)  -->
+            <ui:InfoBar
+                IsClosable="False"
+                IsOpen="{Binding ShowIncompleteMetadataWarning}"
+                Severity="Informational">
+                <ui:InfoBar.Title>
+                    <MultiBinding StringFormat="{}{0} models skipped — metadata is missing fields used by the pattern.">
+                        <Binding Path="IncompleteMetadataCount" />
+                    </MultiBinding>
+                </ui:InfoBar.Title>
+                <ui:InfoBar.ActionButton>
+                    <Button Command="{Binding UpdateMetadataCommand}" Content="Update Metadata" />
+                </ui:InfoBar.ActionButton>
+            </ui:InfoBar>
+        </StackPanel>
+
+        <!--  Row 3: Items List  -->
+        <controls:Card
+            Grid.Row="3"
+            Margin="0,8,0,0"
+            Padding="6"
+            VerticalAlignment="Stretch">
+            <Grid RowDefinitions="*,Auto">
+                <ScrollViewer HorizontalScrollBarVisibility="Auto" VerticalScrollBarVisibility="Visible">
+                    <ItemsRepeater ItemsSource="{Binding Items}">
+                        <ItemsRepeater.Layout>
+                            <StackLayout Orientation="Vertical" Spacing="4" />
+                        </ItemsRepeater.Layout>
+                        <ItemsRepeater.ItemTemplate>
+                            <DataTemplate DataType="{x:Type checkpointOrganizer:ModelOrganizationPreviewItem}">
+                                <Border
+                                    Padding="10,8"
+                                    Background="{DynamicResource CardBackgroundFillColorDefaultBrush}"
+                                    CornerRadius="6">
+                                    <Grid ColumnDefinitions="28,*" ColumnSpacing="8">
+                                        <!--  Status icon  -->
+                                        <Panel
+                                            Width="24"
+                                            Height="24"
+                                            Margin="0,1,0,0"
+                                            VerticalAlignment="Top">
+                                            <fluentIcons:SymbolIcon
+                                                FontSize="18"
+                                                Foreground="#4CAF50"
+                                                IsVisible="{Binding Status, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static checkpointOrganizer:ModelOrganizationPreviewStatus.Ready}}"
+                                                Symbol="CheckmarkCircle" />
+                                            <fluentIcons:SymbolIcon
+                                                FontSize="18"
+                                                Foreground="{DynamicResource SystemFillColorCriticalBrush}"
+                                                IsVisible="{Binding Status, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static checkpointOrganizer:ModelOrganizationPreviewStatus.Conflict}}"
+                                                Symbol="DismissCircle" />
+                                            <fluentIcons:SymbolIcon
+                                                FontSize="18"
+                                                Foreground="{DynamicResource SystemFillColorCautionBrush}"
+                                                IsVisible="{Binding Status, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static checkpointOrganizer:ModelOrganizationPreviewStatus.Skipped}}"
+                                                Symbol="Warning" />
+                                            <fluentIcons:SymbolIcon
+                                                FontSize="18"
+                                                Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                IsVisible="{Binding Status, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static checkpointOrganizer:ModelOrganizationPreviewStatus.Unchanged}}"
+                                                Symbol="SubtractCircle" />
+                                        </Panel>
+
+                                        <!--  Content  -->
+                                        <StackPanel Grid.Column="1" Spacing="3">
+                                            <TextBlock FontWeight="SemiBold" Text="{Binding StatusText}" />
+                                            <TextBlock
+                                                FontFamily="Cascadia Code,Consolas,Menlo,Monospace,DejaVu Sans Mono,monospace"
+                                                FontSize="12"
+                                                Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                                Text="{Binding SourcePath}"
+                                                TextTrimming="CharacterEllipsis"
+                                                TextWrapping="NoWrap"
+                                                ToolTip.Tip="{Binding SourcePath}" />
+                                            <StackPanel
+                                                IsVisible="{Binding TargetPath, Converter={x:Static StringConverters.IsNotNullOrEmpty}}"
+                                                Orientation="Horizontal"
+                                                Spacing="6">
+                                                <fluentIcons:SymbolIcon
+                                                    FontSize="12"
+                                                    Foreground="{DynamicResource AccentTextFillColorPrimaryBrush}"
+                                                    Symbol="ArrowRight" />
+                                                <TextBlock
+                                                    FontFamily="Cascadia Code,Consolas,Menlo,Monospace,DejaVu Sans Mono,monospace"
+                                                    FontSize="12"
+                                                    Text="{Binding TargetPath}"
+                                                    TextTrimming="CharacterEllipsis"
+                                                    TextWrapping="NoWrap"
+                                                    ToolTip.Tip="{Binding TargetPath}" />
+                                            </StackPanel>
+                                            <TextBlock
+                                                FontSize="11"
+                                                Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                IsVisible="{Binding Reason, Converter={x:Static StringConverters.IsNotNullOrEmpty}}"
+                                                Text="{Binding Reason}"
+                                                TextWrapping="Wrap" />
+                                        </StackPanel>
+                                    </Grid>
+                                </Border>
+                            </DataTemplate>
+                        </ItemsRepeater.ItemTemplate>
+                    </ItemsRepeater>
+                </ScrollViewer>
+
+                <!--  Unchanged toggle  -->
+                <ToggleButton
+                    Grid.Row="1"
+                    Margin="0,6,0,0"
+                    Padding="8,4"
+                    HorizontalAlignment="Left"
+                    IsChecked="{Binding ShowUnchangedItems}"
+                    IsVisible="{Binding !!UnchangedCount}">
+                    <StackPanel Orientation="Horizontal" Spacing="6">
+                        <fluentIcons:SymbolIcon FontSize="14" Symbol="Eye" />
+                        <TextBlock FontSize="12">
+                            <Run Text="Show unchanged (" /><Run Text="{Binding UnchangedCount}" /><Run Text=")" />
+                        </TextBlock>
+                    </StackPanel>
+                </ToggleButton>
+            </Grid>
+        </controls:Card>
+
+        <!--  Row 4: Action Buttons  -->
+        <StackPanel
+            Grid.Row="4"
+            Margin="0,12,0,-24"
+            HorizontalAlignment="Right"
+            Orientation="Horizontal"
+            Spacing="8">
+            <Button
+                MinWidth="80"
+                Command="{Binding OnCloseButtonClick}"
+                Content="Cancel" />
+            <Button
+                MinWidth="120"
+                Classes="accent"
+                Command="{Binding ConfirmOrganizeCommand}"
+                Content="Organize"
+                IsEnabled="{Binding CanOrganize}" />
+        </StackPanel>
+
+    </Grid>
+</controls:UserControlBase>
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/OrganizeModelsDialog.axaml.cs b/StabilityMatrix.Avalonia/Views/Dialogs/OrganizeModelsDialog.axaml.cs
new file mode 100644
index 000000000..e866a6b53
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/OrganizeModelsDialog.axaml.cs
@@ -0,0 +1,13 @@
+using Injectio.Attributes;
+using StabilityMatrix.Avalonia.Controls;
+
+namespace StabilityMatrix.Avalonia.Views.Dialogs;
+
+[RegisterTransient<OrganizeModelsDialog>]
+public partial class OrganizeModelsDialog : UserControlBase
+{
+    public OrganizeModelsDialog()
+    {
+        InitializeComponent();
+    }
+}
diff --git a/StabilityMatrix.Core/Models/ConnectedModelInfo.cs b/StabilityMatrix.Core/Models/ConnectedModelInfo.cs
index c634f4476..9672f0126 100644
--- a/StabilityMatrix.Core/Models/ConnectedModelInfo.cs
+++ b/StabilityMatrix.Core/Models/ConnectedModelInfo.cs
@@ -19,7 +19,10 @@ public class ConnectedModelInfo : IEquatable<ConnectedModelInfo>
     public int? VersionId { get; set; }
     public string VersionName { get; set; }
     public string? VersionDescription { get; set; }
+    public string? AuthorUsername { get; set; }
     public string? BaseModel { get; set; }
+    public string? RemoteFileName { get; set; }
+    public int? RemoteFileId { get; set; }
     public CivitFileMetadata? FileMetadata { get; set; }
     public DateTimeOffset ImportedAt { get; set; }
     public CivitFileHashes Hashes { get; set; }
@@ -42,22 +45,7 @@ public ConnectedModelInfo(
         DateTimeOffset importedAt
     )
     {
-        ModelId = civitModel.Id;
-        ModelName = civitModel.Name;
-        ModelDescription = civitModel.Description ?? string.Empty;
-        Nsfw = civitModel.Nsfw;
-        Tags = civitModel.Tags;
-        ModelType = civitModel.Type;
-        VersionId = civitModelVersion.Id;
-        VersionName = civitModelVersion.Name;
-        VersionDescription = civitModelVersion.Description;
-        ImportedAt = importedAt;
-        BaseModel = civitModelVersion.BaseModel;
-        FileMetadata = civitFile.Metadata;
-        Hashes = civitFile.Hashes;
-        TrainedWords = civitModelVersion.TrainedWords;
-        Stats = civitModel.Stats;
-        Source = ConnectedModelSource.Civitai;
+        ApplyCivitMetadata(civitModel, civitModelVersion, civitFile, importedAt);
     }
 
     public ConnectedModelInfo(
@@ -68,22 +56,7 @@ public ConnectedModelInfo(
         InferenceDefaults? inferenceDefaults
     )
     {
-        ModelId = civitModel.Id;
-        ModelName = civitModel.Name;
-        ModelDescription = civitModel.Description ?? string.Empty;
-        Nsfw = civitModel.Nsfw;
-        Tags = civitModel.Tags;
-        ModelType = civitModel.Type;
-        VersionId = civitModelVersion.Id;
-        VersionName = civitModelVersion.Name;
-        VersionDescription = civitModelVersion.Description;
-        ImportedAt = importedAt;
-        BaseModel = civitModelVersion.BaseModel;
-        FileMetadata = civitFile.Metadata;
-        Hashes = civitFile.Hashes;
-        TrainedWords = civitModelVersion.TrainedWords;
-        Stats = civitModel.Stats;
-        Source = ConnectedModelSource.Civitai;
+        ApplyCivitMetadata(civitModel, civitModelVersion, civitFile, importedAt);
         InferenceDefaults = inferenceDefaults;
     }
 
@@ -104,6 +77,34 @@ DateTimeOffset importedAt
         Source = ConnectedModelSource.OpenModelDb;
     }
 
+    private void ApplyCivitMetadata(
+        CivitModel civitModel,
+        CivitModelVersion civitModelVersion,
+        CivitFile civitFile,
+        DateTimeOffset importedAt
+    )
+    {
+        ModelId = civitModel.Id;
+        ModelName = civitModel.Name;
+        ModelDescription = civitModel.Description ?? string.Empty;
+        Nsfw = civitModel.Nsfw;
+        Tags = civitModel.Tags;
+        ModelType = civitModel.Type;
+        VersionId = civitModelVersion.Id;
+        VersionName = civitModelVersion.Name;
+        VersionDescription = civitModelVersion.Description;
+        AuthorUsername = civitModel.Creator?.Username;
+        ImportedAt = importedAt;
+        BaseModel = civitModelVersion.BaseModel;
+        RemoteFileName = civitFile.Name;
+        RemoteFileId = civitFile.Id;
+        FileMetadata = civitFile.Metadata;
+        Hashes = civitFile.Hashes;
+        TrainedWords = civitModelVersion.TrainedWords;
+        Stats = civitModel.Stats;
+        Source = ConnectedModelSource.Civitai;
+    }
+
     public static ConnectedModelInfo? FromJson(string json)
     {
         return JsonSerializer.Deserialize<ConnectedModelInfo>(
@@ -185,7 +186,10 @@ public bool Equals(ConnectedModelInfo? x, ConnectedModelInfo? y)
                 && x.VersionId == y.VersionId
                 && x.VersionName == y.VersionName
                 && x.VersionDescription == y.VersionDescription
+                && x.AuthorUsername == y.AuthorUsername
                 && x.BaseModel == y.BaseModel
+                && x.RemoteFileName == y.RemoteFileName
+                && x.RemoteFileId == y.RemoteFileId
                 && x.FileMetadata == y.FileMetadata
                 && x.ImportedAt.Equals(y.ImportedAt)
                 && x.Hashes == y.Hashes
@@ -209,7 +213,10 @@ public int GetHashCode(ConnectedModelInfo obj)
             hashCode.Add(obj.VersionId);
             hashCode.Add(obj.VersionName);
             hashCode.Add(obj.VersionDescription);
+            hashCode.Add(obj.AuthorUsername);
             hashCode.Add(obj.BaseModel);
+            hashCode.Add(obj.RemoteFileName);
+            hashCode.Add(obj.RemoteFileId);
             hashCode.Add(obj.FileMetadata);
             hashCode.Add(obj.ImportedAt);
             hashCode.Add(obj.Hashes);
diff --git a/StabilityMatrix.Core/Models/Settings/Settings.cs b/StabilityMatrix.Core/Models/Settings/Settings.cs
index c3a4c8d3b..b2e377b89 100644
--- a/StabilityMatrix.Core/Models/Settings/Settings.cs
+++ b/StabilityMatrix.Core/Models/Settings/Settings.cs
@@ -265,6 +265,8 @@ public IReadOnlyDictionary<string, string> EnvironmentVariables
 
     public string? CivitModelBrowserFileNamePattern { get; set; }
 
+    public string? ModelOrganizationFileNamePattern { get; set; }
+
     public bool ModelPickerIsGridView { get; set; }
     public Dictionary<string, ModelPickerFilterState> ModelPickerFilterStates { get; set; } = [];
 
diff --git a/StabilityMatrix.Core/Services/MetadataImportService.cs b/StabilityMatrix.Core/Services/MetadataImportService.cs
index 657e2598b..cae475554 100644
--- a/StabilityMatrix.Core/Services/MetadataImportService.cs
+++ b/StabilityMatrix.Core/Services/MetadataImportService.cs
@@ -95,32 +95,18 @@ public async Task ScanDirectoryForMissingInfo(
                     continue;
                 }
 
-                var (model, modelVersion, modelFile) = modelInfo.Value;
+                var updatedCmInfo = await BuildConnectedModelInfoAsync(
+                        checkpointFilePath,
+                        null,
+                        modelInfo.Value,
+                        progress
+                    )
+                    .ConfigureAwait(false);
 
-                var updatedCmInfo = new ConnectedModelInfo(
-                    model,
-                    modelVersion,
-                    modelFile,
-                    DateTimeOffset.UtcNow
-                );
                 await updatedCmInfo
                     .SaveJsonToDirectory(checkpointFilePath.Directory, fileNameWithoutExtension)
                     .ConfigureAwait(false);
 
-                var image = modelVersion.Images?.FirstOrDefault(
-                    img =>
-                        LocalModelFile.SupportedImageExtensions.Contains(Path.GetExtension(img.Url))
-                        && img.Type == "image"
-                );
-                if (image == null)
-                {
-                    scanned++;
-                    success++;
-                    continue;
-                }
-
-                await DownloadImage(image, checkpointFilePath, progress).ConfigureAwait(false);
-
                 scanned++;
                 success++;
             }
@@ -164,9 +150,7 @@ var cmInfoPath in directory.EnumerateFiles(
             ConnectedModelInfo? cmInfo;
             try
             {
-                cmInfo = JsonSerializer.Deserialize<ConnectedModelInfo>(
-                    await cmInfoPath.ReadAllTextAsync().ConfigureAwait(false)
-                );
+                cmInfo = await ReadConnectedModelInfo(cmInfoPath).ConfigureAwait(false);
             }
             catch (JsonException)
             {
@@ -179,7 +163,7 @@ await cmInfoPath.ReadAllTextAsync().ConfigureAwait(false)
         }
 
         var success = 1;
-        foreach (var (filePath, cmInfoValue) in cmInfoList)
+        foreach (var (filePath, existingCmInfo) in cmInfoList)
         {
             progress?.Report(
                 new ProgressReport(
@@ -191,7 +175,7 @@ await cmInfoPath.ReadAllTextAsync().ConfigureAwait(false)
 
             try
             {
-                var hash = cmInfoValue.Hashes.BLAKE3;
+                var hash = existingCmInfo.Hashes.BLAKE3;
                 if (string.IsNullOrWhiteSpace(hash))
                     continue;
 
@@ -202,30 +186,19 @@ await cmInfoPath.ReadAllTextAsync().ConfigureAwait(false)
                     continue;
                 }
 
-                var (model, modelVersion, modelFile) = modelInfo.Value;
-
-                var updatedCmInfo = new ConnectedModelInfo(
-                    model,
-                    modelVersion,
-                    modelFile,
-                    DateTimeOffset.UtcNow
-                );
+                var updatedCmInfo = await BuildConnectedModelInfoAsync(
+                        filePath,
+                        existingCmInfo,
+                        modelInfo.Value,
+                        progress
+                    )
+                    .ConfigureAwait(false);
 
                 var nameWithoutCmInfo = filePath.NameWithoutExtension.Replace(".cm-info", string.Empty);
                 await updatedCmInfo
                     .SaveJsonToDirectory(filePath.Directory, nameWithoutCmInfo)
                     .ConfigureAwait(false);
 
-                var image = modelVersion.Images?.FirstOrDefault(
-                    img =>
-                        LocalModelFile.SupportedImageExtensions.Contains(Path.GetExtension(img.Url))
-                        && img.Type == "image"
-                );
-                if (image == null)
-                    continue;
-
-                await DownloadImage(image, filePath, progress).ConfigureAwait(false);
-
                 success++;
             }
             catch (Exception e)
@@ -245,8 +218,11 @@ await updatedCmInfo
 
         var fileNameWithoutExtension = filePath.NameWithoutExtension;
         var cmInfoPath = filePath.Directory?.JoinFile($"{fileNameWithoutExtension}.cm-info.json");
-        var cmInfoExists = File.Exists(cmInfoPath);
-        if (cmInfoExists && !forceReimport)
+        var existingCmInfo =
+            cmInfoPath is not null && File.Exists(cmInfoPath)
+                ? await ReadConnectedModelInfo(cmInfoPath).ConfigureAwait(false)
+                : null;
+        if (existingCmInfo != null && !forceReimport)
             return null;
 
         var hashProgress = new Progress<ProgressReport>(report =>
@@ -275,28 +251,74 @@ await updatedCmInfo
             return null;
         }
 
-        var (model, modelVersion, modelFile) = modelInfo.Value;
-
-        var updatedCmInfo = new ConnectedModelInfo(model, modelVersion, modelFile, DateTimeOffset.UtcNow);
+        var updatedCmInfo = await BuildConnectedModelInfoAsync(
+                filePath,
+                existingCmInfo,
+                modelInfo.Value,
+                progress
+            )
+            .ConfigureAwait(false);
         await updatedCmInfo
             .SaveJsonToDirectory(filePath.Directory, fileNameWithoutExtension)
             .ConfigureAwait(false);
 
-        var image = modelVersion.Images?.FirstOrDefault(
-            img =>
-                LocalModelFile.SupportedImageExtensions.Contains(Path.GetExtension(img.Url))
-                && img.Type == "image"
+        return updatedCmInfo;
+    }
+
+    private async Task<ConnectedModelInfo> BuildConnectedModelInfoAsync(
+        FilePath modelFilePath,
+        ConnectedModelInfo? existingCmInfo,
+        ModelSearchResult modelInfo,
+        IProgress<ProgressReport>? progress
+    )
+    {
+        var (model, modelVersion, modelFile) = modelInfo;
+        var updatedCmInfo = MergeRemoteMetadata(
+            existingCmInfo,
+            new ConnectedModelInfo(model, modelVersion, modelFile, DateTimeOffset.UtcNow)
         );
 
-        if (image == null)
+        if (!string.IsNullOrWhiteSpace(updatedCmInfo.ThumbnailImageUrl))
             return updatedCmInfo;
 
-        var imagePath = await DownloadImage(image, filePath, progress).ConfigureAwait(false);
-        updatedCmInfo.ThumbnailImageUrl = imagePath;
+        var image = modelVersion.Images?.FirstOrDefault(img =>
+            LocalModelFile.SupportedImageExtensions.Contains(Path.GetExtension(img.Url))
+            && img.Type == "image"
+        );
+
+        if (image != null)
+        {
+            updatedCmInfo.ThumbnailImageUrl = await DownloadImage(image, modelFilePath, progress)
+                .ConfigureAwait(false);
+        }
 
         return updatedCmInfo;
     }
 
+    private static ConnectedModelInfo MergeRemoteMetadata(
+        ConnectedModelInfo? existingCmInfo,
+        ConnectedModelInfo refreshedCmInfo
+    )
+    {
+        if (existingCmInfo == null)
+            return refreshedCmInfo;
+
+        refreshedCmInfo.ImportedAt =
+            existingCmInfo.ImportedAt == default ? refreshedCmInfo.ImportedAt : existingCmInfo.ImportedAt;
+        refreshedCmInfo.UserTitle = existingCmInfo.UserTitle;
+        refreshedCmInfo.ThumbnailImageUrl = existingCmInfo.ThumbnailImageUrl;
+        refreshedCmInfo.InferenceDefaults = existingCmInfo.InferenceDefaults;
+
+        return refreshedCmInfo;
+    }
+
+    private static async Task<ConnectedModelInfo?> ReadConnectedModelInfo(FilePath cmInfoPath)
+    {
+        return JsonSerializer.Deserialize<ConnectedModelInfo>(
+            await cmInfoPath.ReadAllTextAsync().ConfigureAwait(false)
+        );
+    }
+
     private static async Task<string?> GetBlake3Hash(
         FilePath? cmInfoPath,
         FilePath checkpointFilePath,
@@ -308,9 +330,7 @@ IProgress<ProgressReport> hashProgress
             return await FileHash.GetBlake3Async(checkpointFilePath, hashProgress).ConfigureAwait(false);
         }
 
-        var cmInfo = JsonSerializer.Deserialize<ConnectedModelInfo>(
-            await cmInfoPath.ReadAllTextAsync().ConfigureAwait(false)
-        );
+        var cmInfo = await ReadConnectedModelInfo(cmInfoPath).ConfigureAwait(false);
         return cmInfo?.Hashes.BLAKE3;
     }
 
diff --git a/StabilityMatrix.Tests/Avalonia/FileNameFormatProviderTests.cs b/StabilityMatrix.Tests/Avalonia/FileNameFormatProviderTests.cs
index 5905aca02..bc948706b 100644
--- a/StabilityMatrix.Tests/Avalonia/FileNameFormatProviderTests.cs
+++ b/StabilityMatrix.Tests/Avalonia/FileNameFormatProviderTests.cs
@@ -1,5 +1,8 @@
 using System.ComponentModel.DataAnnotations;
 using StabilityMatrix.Avalonia.Models.Inference;
+using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.Api;
+using StabilityMatrix.Core.Models.Database;
 
 namespace StabilityMatrix.Tests.Avalonia;
 
@@ -25,4 +28,50 @@ public void TestFileNameFormatProviderValidate_Invalid_ShouldThrow()
 
         Assert.AreEqual("Unknown variable 'invalid'", result.ErrorMessage);
     }
+
+    [TestMethod]
+    public void TestFileNameFormatProviderTryResolveVariable_UsesLocalModelMetadata()
+    {
+        var provider = new FileNameFormatProvider
+        {
+            LocalModelFile = new LocalModelFile
+            {
+                RelativePath = Path.Combine("Checkpoints", "local-file.safetensors"),
+                SharedFolderType = SharedFolderType.StableDiffusion,
+                ConnectedModelInfo = new ConnectedModelInfo
+                {
+                    ModelName = "Remote Model",
+                    VersionName = "Version One",
+                    ModelType = CivitModelType.Checkpoint,
+                    AuthorUsername = "creator-name",
+                    BaseModel = "SDXL",
+                    RemoteFileName = "remote-file.safetensors",
+                    RemoteFileId = 123,
+                    Hashes = new CivitFileHashes(),
+                },
+            },
+        };
+
+        var resolved = provider.TryResolveVariable("file_name", out var fileName, out var error);
+
+        Assert.IsTrue(resolved, error);
+        Assert.AreEqual("remote-file", fileName);
+    }
+
+    [TestMethod]
+    public void GetSampleForOrganization_ResolvesAllLocalOrganizationVariables()
+    {
+        var provider = FileNameFormatProvider.GetSampleForOrganization();
+
+        foreach (var variable in FileNameFormatProvider.LocalOrganizationVariables)
+        {
+            var resolved = provider.TryResolveVariable(variable, out var value, out var error);
+
+            Assert.IsTrue(resolved, $"Variable '{variable}' failed to resolve: {error}");
+            Assert.IsFalse(
+                string.IsNullOrWhiteSpace(value),
+                $"Variable '{variable}' resolved to null or empty"
+            );
+        }
+    }
 }
diff --git a/StabilityMatrix.Tests/Avalonia/ModelOrganizationServiceTests.cs b/StabilityMatrix.Tests/Avalonia/ModelOrganizationServiceTests.cs
new file mode 100644
index 000000000..46bfccf14
--- /dev/null
+++ b/StabilityMatrix.Tests/Avalonia/ModelOrganizationServiceTests.cs
@@ -0,0 +1,375 @@
+using StabilityMatrix.Avalonia.Services;
+using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.Api;
+using StabilityMatrix.Core.Models.Database;
+
+namespace StabilityMatrix.Tests.Avalonia;
+
+[TestClass]
+public class ModelOrganizationServiceTests
+{
+    private readonly ModelOrganizationService service = new();
+
+    [TestMethod]
+    public void BuildPlan_UsesLocalMetadataPattern()
+    {
+        var tempRoot = CreateTempDirectory();
+
+        try
+        {
+            var scopePath = Path.Combine(tempRoot, "Checkpoints");
+            var model = CreateModelFile(
+                tempRoot,
+                Path.Combine("Checkpoints", "Source", "local-file.safetensors"),
+                "remote-file.safetensors",
+                authorUsername: "creator-name",
+                baseModel: "SDXL"
+            );
+
+            var plan = service.BuildPlan(
+                [model],
+                tempRoot,
+                scopePath,
+                includeNested: true,
+                template: "{author}/{base_model}/{file_name}"
+            );
+
+            Assert.AreEqual(1, plan.Items.Count);
+            Assert.AreEqual(1, plan.ReadyCount);
+            Assert.AreEqual(
+                Path.Combine(scopePath, "creator-name", "SDXL", "remote-file.safetensors"),
+                plan.Items[0].TargetPath
+            );
+        }
+        finally
+        {
+            Directory.Delete(tempRoot, true);
+        }
+    }
+
+    [TestMethod]
+    public void BuildPlan_SkipsUnsupportedVariable()
+    {
+        var tempRoot = CreateTempDirectory();
+
+        try
+        {
+            var scopePath = Path.Combine(tempRoot, "Checkpoints");
+            var model = CreateModelFile(
+                tempRoot,
+                Path.Combine("Checkpoints", "local-file.safetensors"),
+                "remote-file.safetensors"
+            );
+
+            var plan = service.BuildPlan(
+                [model],
+                tempRoot,
+                scopePath,
+                includeNested: true,
+                template: "{seed}"
+            );
+
+            Assert.AreEqual(1, plan.Items.Count);
+            Assert.AreEqual(0, plan.ReadyCount);
+            StringAssert.Contains(plan.Items[0].Reason, "not supported");
+        }
+        finally
+        {
+            Directory.Delete(tempRoot, true);
+        }
+    }
+
+    [TestMethod]
+    public void BuildPlan_RespectsNestedScope()
+    {
+        var tempRoot = CreateTempDirectory();
+
+        try
+        {
+            var scopePath = Path.Combine(tempRoot, "Checkpoints", "Group");
+            var model = CreateModelFile(
+                tempRoot,
+                Path.Combine("Checkpoints", "Group", "Nested", "local-file.safetensors"),
+                "remote-file.safetensors"
+            );
+
+            var withoutNested = service.BuildPlan(
+                [model],
+                tempRoot,
+                scopePath,
+                includeNested: false,
+                template: "{file_name}"
+            );
+            var withNested = service.BuildPlan(
+                [model],
+                tempRoot,
+                scopePath,
+                includeNested: true,
+                template: "{file_name}"
+            );
+
+            Assert.AreEqual(0, withoutNested.Items.Count);
+            Assert.AreEqual(1, withNested.Items.Count);
+        }
+        finally
+        {
+            Directory.Delete(tempRoot, true);
+        }
+    }
+
+    [TestMethod]
+    public async Task ApplyPlan_MovesModelAndSidecars()
+    {
+        var tempRoot = CreateTempDirectory();
+
+        try
+        {
+            var scopePath = Path.Combine(tempRoot, "Checkpoints");
+            var relativePath = Path.Combine("Checkpoints", "Source", "local-file.safetensors");
+            var model = CreateModelFile(tempRoot, relativePath, "remote-file.safetensors");
+            var sourcePath = Path.Combine(tempRoot, relativePath);
+            await File.WriteAllTextAsync(
+                Path.Combine(Path.GetDirectoryName(sourcePath)!, "local-file.cm-info.json"),
+                "{}"
+            );
+            await File.WriteAllTextAsync(
+                Path.Combine(Path.GetDirectoryName(sourcePath)!, "local-file.preview.png"),
+                "preview"
+            );
+            await File.WriteAllTextAsync(
+                Path.Combine(Path.GetDirectoryName(sourcePath)!, "local-file.yaml"),
+                "config"
+            );
+
+            var plan = service.BuildPlan(
+                [model],
+                tempRoot,
+                scopePath,
+                includeNested: true,
+                template: "organized/{file_name}"
+            );
+
+            var result = await service.ApplyPlan(plan);
+
+            var targetDirectory = Path.Combine(scopePath, "organized");
+            Assert.AreEqual(1, result.MovedCount);
+            Assert.IsTrue(File.Exists(Path.Combine(targetDirectory, "remote-file.safetensors")));
+            Assert.IsTrue(File.Exists(Path.Combine(targetDirectory, "remote-file.cm-info.json")));
+            Assert.IsTrue(File.Exists(Path.Combine(targetDirectory, "remote-file.preview.png")));
+            Assert.IsTrue(File.Exists(Path.Combine(targetDirectory, "remote-file.yaml")));
+            Assert.IsFalse(File.Exists(sourcePath));
+        }
+        finally
+        {
+            Directory.Delete(tempRoot, true);
+        }
+    }
+
+    [TestMethod]
+    public void BuildPlan_PreservesTypeFolderWhenScopeIsRoot()
+    {
+        var tempRoot = CreateTempDirectory();
+
+        try
+        {
+            // scopePath is the models root, not a type folder
+            var scopePath = tempRoot;
+            var loraModel = CreateModelFile(
+                tempRoot,
+                Path.Combine("Lora", "SD 1.5", "add_detail.safetensors"),
+                "add_detail.safetensors",
+                authorUsername: "creator",
+                baseModel: "SD 1.5"
+            );
+            var checkpointModel = CreateModelFile(
+                tempRoot,
+                Path.Combine("StableDiffusion", "some_model.safetensors"),
+                "some_model.safetensors",
+                authorUsername: "creator",
+                baseModel: "SDXL"
+            );
+
+            var plan = service.BuildPlan(
+                [loraModel, checkpointModel],
+                tempRoot,
+                scopePath,
+                includeNested: true,
+                template: "{base_model}/{file_name}"
+            );
+
+            var loraItem = plan.Items.First(i => i.SourcePath.Contains("Lora"));
+            var checkpointItem = plan.Items.First(i => i.SourcePath.Contains("StableDiffusion"));
+
+            // Lora should stay within the Lora type folder
+            Assert.IsTrue(
+                loraItem.TargetPath!.Contains(Path.Combine("Lora", "SD 1.5")),
+                $"Lora target should stay in Lora folder, got: {loraItem.TargetPath}"
+            );
+
+            // Checkpoint should stay within the StableDiffusion type folder
+            Assert.IsTrue(
+                checkpointItem.TargetPath!.Contains(Path.Combine("StableDiffusion", "SDXL")),
+                $"Checkpoint target should stay in StableDiffusion folder, got: {checkpointItem.TargetPath}"
+            );
+        }
+        finally
+        {
+            Directory.Delete(tempRoot, true);
+        }
+    }
+
+    [TestMethod]
+    public void BuildPlan_PreservesDotsInFileName()
+    {
+        var tempRoot = CreateTempDirectory();
+
+        try
+        {
+            var scopePath = Path.Combine(tempRoot, "Checkpoints");
+            var model = CreateModelFile(
+                tempRoot,
+                Path.Combine("Checkpoints", "local-file.safetensors"),
+                "wan2.1_i2v_480p_14B_fp8_e4m3fn.safetensors"
+            );
+
+            var plan = service.BuildPlan(
+                [model],
+                tempRoot,
+                scopePath,
+                includeNested: true,
+                template: "{file_name}"
+            );
+
+            Assert.AreEqual(1, plan.Items.Count);
+            Assert.AreEqual(1, plan.ReadyCount);
+            Assert.AreEqual(
+                Path.Combine(scopePath, "wan2.1_i2v_480p_14B_fp8_e4m3fn.safetensors"),
+                plan.Items[0].TargetPath
+            );
+        }
+        finally
+        {
+            Directory.Delete(tempRoot, true);
+        }
+    }
+
+    [TestMethod]
+    public void BuildPlan_PreservesSelectedNestedScopeForMultiSegmentTemplates()
+    {
+        var tempRoot = CreateTempDirectory();
+
+        try
+        {
+            var scopePath = Path.Combine(tempRoot, "StableDiffusion", "Favorites");
+            var model = CreateModelFile(
+                tempRoot,
+                Path.Combine("StableDiffusion", "Favorites", "local-file.safetensors"),
+                "remote-file.safetensors",
+                baseModel: "SDXL"
+            );
+
+            var plan = service.BuildPlan(
+                [model],
+                tempRoot,
+                scopePath,
+                includeNested: true,
+                template: "{base_model}/{file_name}"
+            );
+
+            Assert.AreEqual(1, plan.Items.Count);
+            Assert.AreEqual(
+                Path.Combine(scopePath, "SDXL", "remote-file.safetensors"),
+                plan.Items[0].TargetPath
+            );
+        }
+        finally
+        {
+            Directory.Delete(tempRoot, true);
+        }
+    }
+
+    [TestMethod]
+    public async Task ApplyPlan_RollsBackCompletedMovesWhenLaterMoveFails()
+    {
+        var tempRoot = CreateTempDirectory();
+
+        try
+        {
+            var scopePath = Path.Combine(tempRoot, "Checkpoints");
+            var relativePath = Path.Combine("Checkpoints", "Source", "local-file.safetensors");
+            var model = CreateModelFile(tempRoot, relativePath, "remote-file.safetensors");
+            var sourcePath = Path.Combine(tempRoot, relativePath);
+            var sourceDirectory = Path.GetDirectoryName(sourcePath)!;
+            var cmInfoPath = Path.Combine(sourceDirectory, "local-file.cm-info.json");
+            var previewPath = Path.Combine(sourceDirectory, "local-file.preview.png");
+
+            await File.WriteAllTextAsync(cmInfoPath, "{}");
+            await File.WriteAllTextAsync(previewPath, "preview");
+
+            var plan = service.BuildPlan(
+                [model],
+                tempRoot,
+                scopePath,
+                includeNested: true,
+                template: "organized/{file_name}"
+            );
+
+            File.Delete(previewPath);
+
+            var result = await service.ApplyPlan(plan);
+
+            var targetDirectory = Path.Combine(scopePath, "organized");
+            Assert.AreEqual(0, result.MovedCount);
+            Assert.AreEqual(1, result.SkippedCount);
+            Assert.AreEqual(1, result.Errors.Count);
+            Assert.IsTrue(File.Exists(sourcePath));
+            Assert.IsTrue(File.Exists(cmInfoPath));
+            Assert.IsFalse(File.Exists(Path.Combine(targetDirectory, "remote-file.safetensors")));
+            Assert.IsFalse(File.Exists(Path.Combine(targetDirectory, "remote-file.cm-info.json")));
+        }
+        finally
+        {
+            Directory.Delete(tempRoot, true);
+        }
+    }
+
+    private static LocalModelFile CreateModelFile(
+        string root,
+        string relativePath,
+        string remoteFileName,
+        string? authorUsername = null,
+        string? baseModel = null
+    )
+    {
+        var fullPath = Path.Combine(root, relativePath);
+        Directory.CreateDirectory(Path.GetDirectoryName(fullPath)!);
+        File.WriteAllText(fullPath, "model");
+
+        return new LocalModelFile
+        {
+            RelativePath = relativePath,
+            SharedFolderType = SharedFolderType.StableDiffusion,
+            ConnectedModelInfo = new ConnectedModelInfo
+            {
+                ModelId = 123,
+                ModelName = "Remote Model",
+                VersionId = 456,
+                VersionName = "Version One",
+                ModelType = CivitModelType.Checkpoint,
+                Hashes = new CivitFileHashes { BLAKE3 = "hash" },
+                AuthorUsername = authorUsername,
+                BaseModel = baseModel,
+                RemoteFileName = remoteFileName,
+                RemoteFileId = 321,
+                Source = ConnectedModelSource.Civitai,
+            },
+        };
+    }
+
+    private static string CreateTempDirectory()
+    {
+        var path = Path.Combine(Path.GetTempPath(), $"sm-organizer-tests-{Guid.NewGuid():N}");
+        Directory.CreateDirectory(path);
+        return path;
+    }
+}
diff --git a/StabilityMatrix.Tests/Avalonia/OrganizeModelsDialogViewModelTests.cs b/StabilityMatrix.Tests/Avalonia/OrganizeModelsDialogViewModelTests.cs
new file mode 100644
index 000000000..1a9eb46b9
--- /dev/null
+++ b/StabilityMatrix.Tests/Avalonia/OrganizeModelsDialogViewModelTests.cs
@@ -0,0 +1,39 @@
+using NSubstitute;
+using StabilityMatrix.Avalonia.Models.CheckpointOrganizer;
+using StabilityMatrix.Avalonia.Services;
+using StabilityMatrix.Avalonia.ViewModels.Dialogs;
+using StabilityMatrix.Core.Services;
+
+namespace StabilityMatrix.Tests.Avalonia;
+
+[TestClass]
+public class OrganizeModelsDialogViewModelTests
+{
+    [TestMethod]
+    public void ScanForMetadataCommand_RequestsMissingMetadataScan()
+    {
+        var viewModel = CreateViewModel();
+
+        viewModel.ScanForMetadataCommand.Execute(null);
+
+        Assert.AreEqual(ModelOrganizationMetadataAction.ScanMissing, viewModel.RequestedMetadataAction);
+    }
+
+    [TestMethod]
+    public void UpdateMetadataCommand_RequestsUpdateExistingMetadata()
+    {
+        var viewModel = CreateViewModel();
+
+        viewModel.UpdateMetadataCommand.Execute(null);
+
+        Assert.AreEqual(ModelOrganizationMetadataAction.UpdateExisting, viewModel.RequestedMetadataAction);
+    }
+
+    private static OrganizeModelsDialogViewModel CreateViewModel()
+    {
+        return new OrganizeModelsDialogViewModel(
+            Substitute.For<ISettingsManager>(),
+            new ModelOrganizationService()
+        );
+    }
+}
diff --git a/StabilityMatrix.Tests/Core/MetadataImportServiceTests.cs b/StabilityMatrix.Tests/Core/MetadataImportServiceTests.cs
new file mode 100644
index 000000000..bd3fe4737
--- /dev/null
+++ b/StabilityMatrix.Tests/Core/MetadataImportServiceTests.cs
@@ -0,0 +1,202 @@
+using Microsoft.Extensions.Logging;
+using NSubstitute;
+using StabilityMatrix.Core.Api;
+using StabilityMatrix.Core.Database;
+using StabilityMatrix.Core.Helper;
+using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.Api;
+using StabilityMatrix.Core.Models.FileInterfaces;
+using StabilityMatrix.Core.Models.Progress;
+using StabilityMatrix.Core.Services;
+
+namespace StabilityMatrix.Tests.Core;
+
+[TestClass]
+public class MetadataImportServiceTests
+{
+    [TestMethod]
+    public void FromJson_AllowsMissingOrganizerFields()
+    {
+        const string json = """
+            {
+              "ModelName": "Sample",
+              "Hashes": {
+                "BLAKE3": "hash"
+              }
+            }
+            """;
+
+        var result = ConnectedModelInfo.FromJson(json);
+
+        Assert.IsNotNull(result);
+        Assert.AreEqual("Sample", result.ModelName);
+        Assert.IsNull(result.AuthorUsername);
+        Assert.IsNull(result.RemoteFileName);
+        Assert.IsNull(result.RemoteFileId);
+    }
+
+    [TestMethod]
+    public async Task UpdateExistingMetadata_MergesUserFieldsAndBackfillsRemoteFields()
+    {
+        var tempRoot = CreateTempDirectory();
+
+        try
+        {
+            var existingInfo = new ConnectedModelInfo
+            {
+                ModelName = "Old Name",
+                Hashes = new CivitFileHashes { BLAKE3 = "blake3-hash" },
+                ImportedAt = new DateTimeOffset(2024, 1, 2, 3, 4, 5, TimeSpan.Zero),
+                UserTitle = "Pinned Name",
+                ThumbnailImageUrl = Path.Combine(tempRoot, "existing.preview.png"),
+                InferenceDefaults = new InferenceDefaults { Steps = 30, CfgScale = 7 },
+                Source = ConnectedModelSource.Civitai,
+            };
+            await existingInfo.SaveJsonToDirectory(tempRoot, "model");
+
+            var service = CreateMetadataImportService();
+            ConfigureCivitLookup(service.Api, "blake3-hash");
+
+            await service.Instance.UpdateExistingMetadata(new DirectoryPath(tempRoot));
+
+            var updated = ConnectedModelInfo.FromJson(
+                await File.ReadAllTextAsync(Path.Combine(tempRoot, "model.cm-info.json"))
+            );
+
+            Assert.IsNotNull(updated);
+            Assert.AreEqual("Remote Model", updated.ModelName);
+            Assert.AreEqual("Pinned Name", updated.UserTitle);
+            Assert.AreEqual(existingInfo.ThumbnailImageUrl, updated.ThumbnailImageUrl);
+            Assert.AreEqual(existingInfo.ImportedAt, updated.ImportedAt);
+            Assert.IsNotNull(updated.InferenceDefaults);
+            Assert.AreEqual(30, updated.InferenceDefaults.Steps);
+            Assert.AreEqual("creator-name", updated.AuthorUsername);
+            Assert.AreEqual("remote-file.safetensors", updated.RemoteFileName);
+            Assert.AreEqual(321, updated.RemoteFileId);
+        }
+        finally
+        {
+            Directory.Delete(tempRoot, true);
+        }
+    }
+
+    [TestMethod]
+    public async Task GetMetadataForFile_ForceReimport_PersistsDownloadedThumbnailPath()
+    {
+        var tempRoot = CreateTempDirectory();
+
+        try
+        {
+            var modelPath = Path.Combine(tempRoot, "model.safetensors");
+            await File.WriteAllTextAsync(modelPath, "small model file");
+
+            var hash = await FileHash.GetBlake3Async(new FilePath(modelPath));
+            var service = CreateMetadataImportService();
+            ConfigureCivitLookup(service.Api, hash, includeImage: true);
+            service
+                .DownloadService.DownloadToFileAsync(
+                    Arg.Any<string>(),
+                    Arg.Any<string>(),
+                    Arg.Any<IProgress<ProgressReport>?>(),
+                    Arg.Any<string?>(),
+                    Arg.Any<CancellationToken>()
+                )
+                .Returns(callInfo =>
+                {
+                    File.WriteAllText(callInfo.ArgAt<string>(1), "preview");
+                    return Task.CompletedTask;
+                });
+
+            var result = await service.Instance.GetMetadataForFile(
+                new FilePath(modelPath),
+                forceReimport: true
+            );
+
+            Assert.IsNotNull(result);
+            var expectedPreviewPath = Path.Combine(tempRoot, "model.preview.png");
+            Assert.AreEqual(expectedPreviewPath, result.ThumbnailImageUrl);
+            Assert.IsTrue(File.Exists(expectedPreviewPath));
+
+            var saved = ConnectedModelInfo.FromJson(
+                await File.ReadAllTextAsync(Path.Combine(tempRoot, "model.cm-info.json"))
+            );
+            Assert.IsNotNull(saved);
+            Assert.AreEqual(expectedPreviewPath, saved.ThumbnailImageUrl);
+        }
+        finally
+        {
+            Directory.Delete(tempRoot, true);
+        }
+    }
+
+    private static string CreateTempDirectory()
+    {
+        var path = Path.Combine(Path.GetTempPath(), $"sm-metadata-tests-{Guid.NewGuid():N}");
+        Directory.CreateDirectory(path);
+        return path;
+    }
+
+    private static void ConfigureCivitLookup(ICivitApi api, string hash, bool includeImage = false)
+    {
+        var file = new CivitFile
+        {
+            Id = 321,
+            Name = "remote-file.safetensors",
+            DownloadUrl = "https://example.invalid/model",
+            Type = CivitFileType.Model,
+            Metadata = new CivitFileMetadata { Size = "pruned" },
+            Hashes = new CivitFileHashes { BLAKE3 = hash, SHA256 = "sha256" },
+        };
+        var version = new CivitModelVersion
+        {
+            Id = 456,
+            Name = "Version One",
+            BaseModel = "SDXL",
+            Files = [file],
+            Images = includeImage
+                ? [new CivitImage { Url = "https://example.invalid/preview.png", Type = "image" }]
+                : [],
+            TrainedWords = ["tag-a"],
+        };
+        var model = new CivitModel
+        {
+            Id = 123,
+            Name = "Remote Model",
+            Type = CivitModelType.Checkpoint,
+            Tags = ["tag-a"],
+            Creator = new CivitCreator { Username = "creator-name" },
+            ModelVersions = [version],
+            Stats = new CivitModelStats(),
+        };
+
+        api.GetModelVersionByHash(hash)
+            .Returns(
+                Task.FromResult(
+                    new CivitModelVersionResponse(
+                        version.Id,
+                        model.Id,
+                        version.Name,
+                        version.BaseModel!,
+                        [file],
+                        version.Images ?? [],
+                        file.DownloadUrl
+                    )
+                )
+            );
+        api.GetModelById(model.Id).Returns(Task.FromResult(model));
+    }
+
+    private static (
+        MetadataImportService Instance,
+        ICivitApi Api,
+        IDownloadService DownloadService
+    ) CreateMetadataImportService()
+    {
+        var api = Substitute.For<ICivitApi>();
+        var db = Substitute.For<ILiteDbContext>();
+        var logger = Substitute.For<ILogger<MetadataImportService>>();
+        var downloadService = Substitute.For<IDownloadService>();
+        var finder = new ModelFinder(db, api);
+        return (new MetadataImportService(logger, downloadService, finder), api, downloadService);
+    }
+}

From 34c0f9baae979e564ce989f0c312e3da871cb962 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 30 Mar 2026 00:05:07 -0700
Subject: [PATCH 094/218] Add single-instance window activation signaling

---
 StabilityMatrix.Avalonia/App.axaml.cs         | 51 ++++++++++++++++++-
 StabilityMatrix.Avalonia/Program.cs           | 43 ++++++++++++++++
 .../ViewModels/MainWindowViewModel.cs         | 47 +++++++++++++----
 3 files changed, 129 insertions(+), 12 deletions(-)

diff --git a/StabilityMatrix.Avalonia/App.axaml.cs b/StabilityMatrix.Avalonia/App.axaml.cs
index cf5725c31..b099974ee 100644
--- a/StabilityMatrix.Avalonia/App.axaml.cs
+++ b/StabilityMatrix.Avalonia/App.axaml.cs
@@ -387,7 +387,8 @@ internal static void ConfigurePageViewModels(IServiceCollection services)
             provider.GetRequiredService<IUpdateHelper>(),
             provider.GetRequiredService<ISecretsManager>(),
             provider.GetRequiredService<INavigationService<MainWindowViewModel>>(),
-            provider.GetRequiredService<INavigationService<SettingsViewModel>>()
+            provider.GetRequiredService<INavigationService<SettingsViewModel>>(),
+            provider.GetRequiredService<IDistributedSubscriber<string, Uri>>()
         )
         {
             Pages =
@@ -459,6 +460,14 @@ internal static IServiceCollection ConfigureServices(bool disableMessagePipeInte
         // Named pipe interprocess communication on Windows and Linux for uri handling
         if (!disableMessagePipeInterprocess && (Compat.IsWindows || Compat.IsLinux))
         {
+            // On Linux, named pipes use Unix domain sockets which leave stale socket files
+            // if the app crashes or exits without cleanup. Delete the stale file if no other
+            // instance is running, so the new instance can bind successfully.
+            if (Compat.IsLinux)
+            {
+                CleanupStaleUnixSocket("StabilityMatrix");
+            }
+
             services.AddMessagePipe().AddNamedPipeInterprocess("StabilityMatrix");
         }
         else
@@ -1005,6 +1014,46 @@ private void OnExit(object? sender, EventArgs _)
         }
     }
 
+    /// <summary>
+    /// On Linux, .NET named pipes use Unix domain sockets. If the app exits without cleanup,
+    /// the socket file remains and prevents the next instance from binding.
+    /// This deletes the stale socket file if no other instance holds it.
+    /// </summary>
+    private static void CleanupStaleUnixSocket(string pipeName)
+    {
+        try
+        {
+            var tempPath = Path.GetTempPath();
+            var socketPath = Path.Combine(tempPath, $"CoreFxPipe_{pipeName}");
+
+            if (!File.Exists(socketPath))
+                return;
+
+            // Try connecting to see if another instance is actually listening
+            using var socket = new System.Net.Sockets.Socket(
+                System.Net.Sockets.AddressFamily.Unix,
+                System.Net.Sockets.SocketType.Stream,
+                System.Net.Sockets.ProtocolType.Unspecified
+            );
+
+            try
+            {
+                socket.Connect(new System.Net.Sockets.UnixDomainSocketEndPoint(socketPath));
+                // Connected successfully - another instance is running, don't delete
+            }
+            catch (System.Net.Sockets.SocketException)
+            {
+                // Connection refused or failed - socket is stale, safe to delete
+                File.Delete(socketPath);
+                Logger.Info("Deleted stale Unix domain socket: {SocketPath}", socketPath);
+            }
+        }
+        catch (Exception e)
+        {
+            Logger.Warn(e, "Failed to clean up stale Unix domain socket");
+        }
+    }
+
     private static void OnServiceProviderDisposing(ServiceProvider serviceProvider)
     {
         // Force materialize SharedFolders so its DisposeAsync is called
diff --git a/StabilityMatrix.Avalonia/Program.cs b/StabilityMatrix.Avalonia/Program.cs
index 512258e17..9cb5014a1 100644
--- a/StabilityMatrix.Avalonia/Program.cs
+++ b/StabilityMatrix.Avalonia/Program.cs
@@ -14,6 +14,8 @@
 using Avalonia.Controls.ApplicationLifetimes;
 using Avalonia.Threading;
 using CommandLine;
+using MessagePipe;
+using Microsoft.Extensions.DependencyInjection;
 using NLog;
 using Polly.Contrib.WaitAndRetry;
 using Projektanker.Icons.Avalonia;
@@ -38,6 +40,10 @@ public static class Program
     private static Logger? _logger;
     private static Logger Logger => _logger ??= LogManager.GetCurrentClassLogger();
 
+    private static Mutex? singleInstanceMutex;
+
+    public const string ShowWindowIpcKey = "show_window";
+
     public static AppArgs Args { get; private set; } = new();
 
     public static bool IsDebugBuild { get; private set; }
@@ -109,6 +115,17 @@ x.Tag is ErrorType.HelpRequestedError or ErrorType.VersionRequestedError
         HandleUpdateReplacement();
         HandleUpdateCleanup();
 
+        // Single-instance check: if another instance is running, signal it to show and exit
+        if (Args.WaitForExitPid is null && !Compat.IsMacOS)
+        {
+            singleInstanceMutex = new Mutex(true, "StabilityMatrix_SingleInstance", out var createdNew);
+            if (!createdNew)
+            {
+                SignalExistingInstanceAndExit();
+                return;
+            }
+        }
+
         var infoVersion = Assembly
             .GetExecutingAssembly()
             .GetCustomAttribute<AssemblyInformationalVersionAttribute>()
@@ -132,6 +149,32 @@ x.Tag is ErrorType.HelpRequestedError or ErrorType.VersionRequestedError
         BuildAvaloniaApp().StartWithClassicDesktopLifetime(args);
     }
 
+    /// <summary>
+    /// Sends a show-window signal to the existing instance via named pipe and exits.
+    /// </summary>
+    [DoesNotReturn]
+    private static void SignalExistingInstanceAndExit()
+    {
+        try
+        {
+            var services = new ServiceCollection();
+            services.AddMessagePipe().AddNamedPipeInterprocess("StabilityMatrix");
+            using var provider = services.BuildServiceProvider();
+            var publisher = provider.GetRequiredService<IDistributedPublisher<string, Uri>>();
+
+            publisher
+                .PublishAsync(ShowWindowIpcKey, new Uri("stabilitymatrix://show-window"))
+                .AsTask()
+                .Wait(TimeSpan.FromSeconds(3));
+        }
+        catch (Exception e)
+        {
+            Console.Error.WriteLine($"Failed to signal existing instance: {e.Message}");
+        }
+
+        Environment.Exit(0);
+    }
+
     [DoesNotReturn]
     private static void HandleUriScheme(Uri uri)
     {
diff --git a/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs
index 597e0b8de..d639e8ee1 100644
--- a/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs
@@ -4,11 +4,13 @@
 using AsyncAwaitBestPractices;
 using Avalonia;
 using Avalonia.Controls;
+using Avalonia.Controls.ApplicationLifetimes;
 using Avalonia.Controls.Primitives;
 using Avalonia.Threading;
 using CommunityToolkit.Mvvm.ComponentModel;
 using FluentAvalonia.UI.Controls;
 using FluentAvalonia.UI.Media.Animation;
+using MessagePipe;
 using NLog;
 using StabilityMatrix.Avalonia.Controls;
 using StabilityMatrix.Avalonia.Helpers;
@@ -52,6 +54,7 @@ public partial class MainWindowViewModel : ViewModelBase
     private readonly ISecretsManager secretsManager;
     private readonly INavigationService<MainWindowViewModel> navigationService;
     private readonly INavigationService<SettingsViewModel> settingsNavService;
+    private readonly IDistributedSubscriber<string, Uri> showWindowSubscriber;
     public string Greeting => "Welcome to Avalonia!";
 
     [ObservableProperty]
@@ -101,7 +104,8 @@ public MainWindowViewModel(
         IUpdateHelper updateHelper,
         ISecretsManager secretsManager,
         INavigationService<MainWindowViewModel> navigationService,
-        INavigationService<SettingsViewModel> settingsNavService
+        INavigationService<SettingsViewModel> settingsNavService,
+        IDistributedSubscriber<string, Uri> showWindowSubscriber
     )
     {
         this.settingsManager = settingsManager;
@@ -116,6 +120,7 @@ INavigationService<SettingsViewModel> settingsNavService
         this.secretsManager = secretsManager;
         this.navigationService = navigationService;
         this.settingsNavService = settingsNavService;
+        this.showWindowSubscriber = showWindowSubscriber;
         ProgressManagerViewModel = dialogFactory.Get<ProgressManagerViewModel>();
         UpdateViewModel = dialogFactory.Get<UpdateViewModel>();
     }
@@ -153,18 +158,13 @@ protected override async Task OnInitialLoadedAsync()
         try
         {
             await modelDownloadLinkHandler.Value.StartListening();
+
+            // Subscribe to show-window signals from other instances
+            await showWindowSubscriber.SubscribeAsync(Program.ShowWindowIpcKey, OnShowWindowSignalReceived);
         }
-        catch (IOException)
+        catch (Exception ex) when (ex is IOException or System.Net.Sockets.SocketException)
         {
-            var dialog = new BetterContentDialog
-            {
-                Title = Resources.Label_StabilityMatrixAlreadyRunning,
-                Content = Resources.Label_AnotherInstanceAlreadyRunning,
-                IsPrimaryButtonEnabled = true,
-                PrimaryButtonText = Resources.Action_Close,
-                DefaultButton = ContentDialogButton.Primary,
-            };
-            await dialog.ShowAsync();
+            Logger.Warn(ex, "Another instance is already running, shutting down");
             App.Shutdown();
             return;
         }
@@ -415,6 +415,31 @@ var page in Pages
         }
     }
 
+    private void OnShowWindowSignalReceived(Uri _)
+    {
+        Dispatcher.UIThread.Post(() =>
+        {
+            if (
+                Application.Current?.ApplicationLifetime is IClassicDesktopStyleApplicationLifetime
+                {
+                    MainWindow: { } mainWindow
+                }
+            )
+            {
+                if (mainWindow.WindowState == WindowState.Minimized)
+                {
+                    mainWindow.WindowState = WindowState.Normal;
+                }
+
+                // Topmost toggle forces the window to front on Windows,
+                // where SetForegroundWindow is restricted to the foreground process
+                mainWindow.Topmost = true;
+                mainWindow.Topmost = false;
+                mainWindow.Activate();
+            }
+        });
+    }
+
     /// <summary>
     /// Check if the data directory exists, if not, show the select data directory dialog.
     /// </summary>

From d7fc970f63b6cdb90ddac7cbb277b5eab5918bd0 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 30 Mar 2026 20:16:46 -0700
Subject: [PATCH 095/218] Tighten Linux socket cleanup and update changelog

---
 CHANGELOG.md                          | 3 +++
 StabilityMatrix.Avalonia/App.axaml.cs | 5 +++--
 2 files changed, 6 insertions(+), 2 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 445d63fbe..98c7b0b15 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -6,8 +6,11 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2.0.0.html).
 
 ## v2.16.0-dev.3
+### Added
+- Added single-instance window activation signaling so reopening the app restores and focuses the existing desktop window instead of launching a duplicate instance
 ### Fixed
 - Fixed an issue where `Align Your Steps` scheduler and Unet Loader workflows ignored Regional Prompting (and other addon) conditioning modifiers.
+- Potentially fixed [#1578](https://github.com/LykosAI/StabilityMatrix/issues/1578) - `SocketException: Address already in use` on Linux startup by cleaning stale interprocess socket files and reactivating the existing window
 
 ## v2.16.0-pre.1
 ### Added
diff --git a/StabilityMatrix.Avalonia/App.axaml.cs b/StabilityMatrix.Avalonia/App.axaml.cs
index b099974ee..617717d5c 100644
--- a/StabilityMatrix.Avalonia/App.axaml.cs
+++ b/StabilityMatrix.Avalonia/App.axaml.cs
@@ -1041,9 +1041,10 @@ private static void CleanupStaleUnixSocket(string pipeName)
                 socket.Connect(new System.Net.Sockets.UnixDomainSocketEndPoint(socketPath));
                 // Connected successfully - another instance is running, don't delete
             }
-            catch (System.Net.Sockets.SocketException)
+            catch (System.Net.Sockets.SocketException ex)
+                when (ex.SocketErrorCode == System.Net.Sockets.SocketError.ConnectionRefused)
             {
-                // Connection refused or failed - socket is stale, safe to delete
+                // A refused connection means the socket file exists but nothing is listening anymore.
                 File.Delete(socketPath);
                 Logger.Info("Deleted stale Unix domain socket: {SocketPath}", socketPath);
             }

From 73dc3e4113edcbef0c79e722e3729635d9ed7422 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 30 Mar 2026 20:17:04 -0700
Subject: [PATCH 096/218] Add organizer changelog notes

---
 CHANGELOG.md | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 445d63fbe..eb44094ba 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -6,8 +6,13 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2.0.0.html).
 
 ## v2.16.0-dev.3
+### Added
+- Added a checkpoint organizer for previewing and reorganizing local models using connected metadata-driven folder and filename patterns (requested in [#280](https://github.com/LykosAI/StabilityMatrix/issues/280), [#424](https://github.com/LykosAI/StabilityMatrix/issues/424))
 ### Fixed
 - Fixed an issue where `Align Your Steps` scheduler and Unet Loader workflows ignored Regional Prompting (and other addon) conditioning modifiers.
+- Fixed organizer moving files outside the selected folder scope when using multi-segment patterns
+- Fixed organizer `Update Metadata` incorrectly running the missing-metadata scan path
+- Fixed organizer apply leaving model sidecars behind after a later move failure
 
 ## v2.16.0-pre.1
 ### Added

From 48cb8cb38506c64b4b303c587ae05f0e9a4b9b3c Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 30 Mar 2026 20:37:46 -0700
Subject: [PATCH 097/218] Reuse filename template regex

---
 .../Models/Inference/FileNameFormatProvider.cs              | 6 ++++--
 .../Services/ModelOrganizationService.cs                    | 3 +--
 2 files changed, 5 insertions(+), 4 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Models/Inference/FileNameFormatProvider.cs b/StabilityMatrix.Avalonia/Models/Inference/FileNameFormatProvider.cs
index cea01b405..b88eef5e7 100644
--- a/StabilityMatrix.Avalonia/Models/Inference/FileNameFormatProvider.cs
+++ b/StabilityMatrix.Avalonia/Models/Inference/FileNameFormatProvider.cs
@@ -144,7 +144,7 @@ public ValidationResult Validate(string format)
 
     public IEnumerable<string> GetVariableTexts(string template)
     {
-        return BracketRegex().Matches(template).Select(m => m.Groups[1].Value);
+        return VariableRegex().Matches(template).Select(m => m.Groups[1].Value);
     }
 
     public string GetVariableName(string variableText)
@@ -185,7 +185,7 @@ public bool TryResolveVariable(string variableText, out string? value, out strin
 
     public IEnumerable<FileNameFormatPart> GetParts(string template)
     {
-        var regex = BracketRegex();
+        var regex = VariableRegex();
         var matches = regex.Matches(template);
 
         var parts = new List<FileNameFormatPart>();
@@ -338,6 +338,8 @@ private static (string Variable, Slice? Slice) ExtractVariableAndSlice(string co
     [GeneratedRegex(@"\{([a-z_:\d\[\]]+)\}")]
     private static partial Regex BracketRegex();
 
+    internal static Regex VariableRegex() => BracketRegex();
+
     /// <summary>
     /// Regex for matching a Python-like array index.
     /// </summary>
diff --git a/StabilityMatrix.Avalonia/Services/ModelOrganizationService.cs b/StabilityMatrix.Avalonia/Services/ModelOrganizationService.cs
index 8adc4f818..a0b2efbac 100644
--- a/StabilityMatrix.Avalonia/Services/ModelOrganizationService.cs
+++ b/StabilityMatrix.Avalonia/Services/ModelOrganizationService.cs
@@ -20,7 +20,6 @@ public class ModelOrganizationService
         Path.DirectorySeparatorChar,
         Path.AltDirectorySeparatorChar,
     ];
-    private static readonly Regex TemplateRegex = new(@"\{([a-z_:\d\[\]]+)\}", RegexOptions.Compiled);
     private static readonly HashSet<char> InvalidSubstitutionChars =
     [
         .. Path.GetInvalidFileNameChars(),
@@ -325,7 +324,7 @@ out string? error
         var builder = new StringBuilder();
         var currentIndex = 0;
 
-        foreach (var match in TemplateRegex.Matches(template).Cast<Match>())
+        foreach (var match in FileNameFormatProvider.VariableRegex().Matches(template).Cast<Match>())
         {
             if (match.Index > currentIndex)
             {

From 5b41e8c1ce59e347b478026f1ee9b58f20b71ad3 Mon Sep 17 00:00:00 2001
From: JT <mohnjiles@gmail.com>
Date: Mon, 30 Mar 2026 20:42:25 -0700
Subject: [PATCH 098/218] Remove unnecessary chagenlog line

---
 CHANGELOG.md | 3 ---
 1 file changed, 3 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index eb44094ba..a2dda506d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -10,9 +10,6 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Added a checkpoint organizer for previewing and reorganizing local models using connected metadata-driven folder and filename patterns (requested in [#280](https://github.com/LykosAI/StabilityMatrix/issues/280), [#424](https://github.com/LykosAI/StabilityMatrix/issues/424))
 ### Fixed
 - Fixed an issue where `Align Your Steps` scheduler and Unet Loader workflows ignored Regional Prompting (and other addon) conditioning modifiers.
-- Fixed organizer moving files outside the selected folder scope when using multi-segment patterns
-- Fixed organizer `Update Metadata` incorrectly running the missing-metadata scan path
-- Fixed organizer apply leaving model sidecars behind after a later move failure
 
 ## v2.16.0-pre.1
 ### Added

From 4ecc3f315b25aa7f2520375876151ef97e6dab9d Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Wed, 1 Apr 2026 19:16:58 -0700
Subject: [PATCH 099/218] Add app notifications system and banner UI

Introduce a server-driven in-app notification system: add notification models (AppNotification, manifest, actions, dialogs, buttons, enums), a service interface (IAppNotificationService) and an implementation (AppNotificationService) with HTTP/file fetch, caching (6h), manifest validation (time window, version, locale), and localized string resolution. Add persistence hook in Settings for dismissed notification IDs. Add UI: NotificationBanner control (AXAML + code-behind) and NotificationBannerViewModel with show/dismiss/action handling and dialog support. Wire into MainWindow (DI, ViewModel, layout changes) to check for notifications on startup and display the banner. Notes: fetch URL is configurable via DebugOptions; Dismiss logic persists via settings transaction
---
 StabilityMatrix.Avalonia/App.axaml.cs         |   1 +
 .../Controls/NotificationBanner.axaml         |  33 +++
 .../Controls/NotificationBanner.axaml.cs      |  13 +
 .../ViewModels/MainWindowViewModel.cs         |  28 ++-
 .../ViewModels/NotificationBannerViewModel.cs | 170 +++++++++++++
 .../Views/MainWindow.axaml                    |  12 +-
 .../Models/Configs/DebugOptions.cs            |  12 +-
 .../Models/Notifications/AppNotification.cs   | 190 ++++++++++++++
 .../Models/Settings/Settings.cs               |   7 +-
 .../Services/AppNotificationService.cs        | 236 ++++++++++++++++++
 .../Services/IAppNotificationService.cs       |  30 +++
 11 files changed, 723 insertions(+), 9 deletions(-)
 create mode 100644 StabilityMatrix.Avalonia/Controls/NotificationBanner.axaml
 create mode 100644 StabilityMatrix.Avalonia/Controls/NotificationBanner.axaml.cs
 create mode 100644 StabilityMatrix.Avalonia/ViewModels/NotificationBannerViewModel.cs
 create mode 100644 StabilityMatrix.Core/Models/Notifications/AppNotification.cs
 create mode 100644 StabilityMatrix.Core/Services/AppNotificationService.cs
 create mode 100644 StabilityMatrix.Core/Services/IAppNotificationService.cs

diff --git a/StabilityMatrix.Avalonia/App.axaml.cs b/StabilityMatrix.Avalonia/App.axaml.cs
index cf5725c31..b40ab37e7 100644
--- a/StabilityMatrix.Avalonia/App.axaml.cs
+++ b/StabilityMatrix.Avalonia/App.axaml.cs
@@ -383,6 +383,7 @@ internal static void ConfigurePageViewModels(IServiceCollection services)
             provider.GetRequiredService<IModelIndexService>(),
             provider.GetRequiredService<Lazy<IModelDownloadLinkHandler>>(),
             provider.GetRequiredService<INotificationService>(),
+            provider.GetRequiredService<IAppNotificationService>(),
             provider.GetRequiredService<IAnalyticsHelper>(),
             provider.GetRequiredService<IUpdateHelper>(),
             provider.GetRequiredService<ISecretsManager>(),
diff --git a/StabilityMatrix.Avalonia/Controls/NotificationBanner.axaml b/StabilityMatrix.Avalonia/Controls/NotificationBanner.axaml
new file mode 100644
index 000000000..ba66b291b
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Controls/NotificationBanner.axaml
@@ -0,0 +1,33 @@
+<UserControl
+    x:Class="StabilityMatrix.Avalonia.Controls.NotificationBanner"
+    xmlns="https://github.com/avaloniaui"
+    xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+    xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
+    xmlns:designData="clr-namespace:StabilityMatrix.Avalonia.DesignData"
+    xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
+    xmlns:ui="using:FluentAvalonia.UI.Controls"
+    xmlns:vm="using:StabilityMatrix.Avalonia.ViewModels"
+    d:DataContext="{x:Static designData:DesignData.NotificationBannerViewModel}"
+    d:DesignHeight="150"
+    d:DesignWidth="1100"
+    x:DataType="vm:NotificationBannerViewModel"
+    IsVisible="{Binding IsVisible}"
+    mc:Ignorable="d">
+
+    <ui:InfoBar
+        Margin="12,8,12,4"
+        CloseButtonCommand="{Binding DismissClickedCommand}"
+        FontSize="14"
+        FontWeight="SemiBold"
+        IsClosable="{Binding IsDismissible}"
+        IsOpen="True"
+        Message="{Binding Message}"
+        Severity="{Binding Severity}">
+        <ui:InfoBar.ActionButton>
+            <Button
+                Command="{Binding ActionClickedCommand}"
+                Content="{Binding ActionLabel}"
+                IsVisible="{Binding HasAction}" />
+        </ui:InfoBar.ActionButton>
+    </ui:InfoBar>
+</UserControl>
diff --git a/StabilityMatrix.Avalonia/Controls/NotificationBanner.axaml.cs b/StabilityMatrix.Avalonia/Controls/NotificationBanner.axaml.cs
new file mode 100644
index 000000000..5833142f5
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Controls/NotificationBanner.axaml.cs
@@ -0,0 +1,13 @@
+using Avalonia.Controls;
+using Injectio.Attributes;
+
+namespace StabilityMatrix.Avalonia.Controls;
+
+[RegisterTransient<NotificationBanner>]
+public partial class NotificationBanner : UserControlBase
+{
+    public NotificationBanner()
+    {
+        InitializeComponent();
+    }
+}
diff --git a/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs
index 597e0b8de..14292c3fe 100644
--- a/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs
@@ -1,4 +1,4 @@
-using System.Diagnostics;
+using System.Diagnostics;
 using System.Diagnostics.CodeAnalysis;
 using System.Runtime.InteropServices;
 using AsyncAwaitBestPractices;
@@ -47,6 +47,7 @@ public partial class MainWindowViewModel : ViewModelBase
     private readonly IModelIndexService modelIndexService;
     private readonly Lazy<IModelDownloadLinkHandler> modelDownloadLinkHandler;
     private readonly INotificationService notificationService;
+    private readonly IAppNotificationService appNotificationService;
     private readonly IAnalyticsHelper analyticsHelper;
     private readonly IUpdateHelper updateHelper;
     private readonly ISecretsManager secretsManager;
@@ -71,6 +72,7 @@ public partial class MainWindowViewModel : ViewModelBase
 
     public ProgressManagerViewModel ProgressManagerViewModel { get; init; }
     public UpdateViewModel UpdateViewModel { get; init; }
+    public NotificationBannerViewModel NotificationBannerViewModel { get; init; }
 
     public double PaneWidth =>
         (Compat.IsWindows ? 0 : 20)
@@ -97,6 +99,7 @@ public MainWindowViewModel(
         IModelIndexService modelIndexService,
         Lazy<IModelDownloadLinkHandler> modelDownloadLinkHandler,
         INotificationService notificationService,
+        IAppNotificationService appNotificationService,
         IAnalyticsHelper analyticsHelper,
         IUpdateHelper updateHelper,
         ISecretsManager secretsManager,
@@ -111,6 +114,7 @@ INavigationService<SettingsViewModel> settingsNavService
         this.modelIndexService = modelIndexService;
         this.modelDownloadLinkHandler = modelDownloadLinkHandler;
         this.notificationService = notificationService;
+        this.appNotificationService = appNotificationService;
         this.analyticsHelper = analyticsHelper;
         this.updateHelper = updateHelper;
         this.secretsManager = secretsManager;
@@ -118,6 +122,7 @@ INavigationService<SettingsViewModel> settingsNavService
         this.settingsNavService = settingsNavService;
         ProgressManagerViewModel = dialogFactory.Get<ProgressManagerViewModel>();
         UpdateViewModel = dialogFactory.Get<UpdateViewModel>();
+        NotificationBannerViewModel = new NotificationBannerViewModel(appNotificationService);
     }
 
     public override void OnLoaded()
@@ -295,6 +300,27 @@ settingsManager.Settings.Analytics.LastSeenConsentVersion is null
         // Start checking for updates
         await updateHelper.StartCheckingForUpdates();
 
+        // Check for server-pushed notifications (non-blocking)
+        Task.Run(async () =>
+            {
+                try
+                {
+                    var notification = await appNotificationService.CheckForNotificationsAsync();
+                    if (notification is not null)
+                    {
+                        await Dispatcher.UIThread.InvokeAsync(() =>
+                        {
+                            NotificationBannerViewModel.Show(notification);
+                        });
+                    }
+                }
+                catch (Exception ex)
+                {
+                    Logger.Error(ex, "Error checking for notifications");
+                }
+            })
+            .SafeFireAndForget();
+
         // Periodic launch stats
         if (
             settingsManager.Settings.Analytics.IsUsageDataEnabled
diff --git a/StabilityMatrix.Avalonia/ViewModels/NotificationBannerViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/NotificationBannerViewModel.cs
new file mode 100644
index 000000000..d63fff076
--- /dev/null
+++ b/StabilityMatrix.Avalonia/ViewModels/NotificationBannerViewModel.cs
@@ -0,0 +1,170 @@
+using System.ComponentModel;
+using Avalonia.Threading;
+using CommunityToolkit.Mvvm.ComponentModel;
+using CommunityToolkit.Mvvm.Input;
+using FluentAvalonia.UI.Controls;
+using Injectio.Attributes;
+using StabilityMatrix.Avalonia.Controls;
+using StabilityMatrix.Avalonia.Languages;
+using StabilityMatrix.Avalonia.ViewModels.Base;
+using StabilityMatrix.Core.Attributes;
+using StabilityMatrix.Core.Models.Notifications;
+using StabilityMatrix.Core.Processes;
+using StabilityMatrix.Core.Services;
+
+namespace StabilityMatrix.Avalonia.ViewModels;
+
+[ManagedService]
+[View(typeof(NotificationBanner))]
+[RegisterTransient<NotificationBannerViewModel>]
+public partial class NotificationBannerViewModel(IAppNotificationService appNotificationService)
+    : ViewModelBase
+{
+    [ObservableProperty]
+    public partial bool IsVisible { get; set; }
+
+    [ObservableProperty]
+    public partial string Message { get; set; } = "";
+
+    [ObservableProperty]
+    public partial string ActionLabel { get; set; } = "";
+
+    [ObservableProperty]
+    [Localizable(false)]
+    public partial string Variant { get; set; } = "info";
+
+    [ObservableProperty]
+    public partial InfoBarSeverity Severity { get; set; } = InfoBarSeverity.Informational;
+
+    [ObservableProperty]
+    public partial bool IsDismissible { get; set; } = true;
+
+    [ObservableProperty]
+    public partial bool HasAction { get; set; }
+
+    /// <summary>
+    /// The underlying notification data.
+    /// </summary>
+    public AppNotification? Notification { get; private set; }
+
+    /// <summary>
+    /// Populate the banner from a notification and make it visible.
+    /// Must be called on UI thread.
+    /// </summary>
+    public void Show(AppNotification notification)
+    {
+        Dispatcher.UIThread.VerifyAccess();
+
+        Notification = notification;
+        Message = appNotificationService.ResolveLocalizedString(notification.Message) ?? "";
+        Variant = notification.Style.Variant;
+        Severity = notification.Style.Variant switch
+        {
+            "warning" => InfoBarSeverity.Warning,
+            "success" => InfoBarSeverity.Success,
+            "error" => InfoBarSeverity.Error,
+            _ => InfoBarSeverity.Informational,
+        };
+        IsDismissible = notification.Dismissible;
+        HasAction = notification.Action is not null;
+
+        if (notification.Action is { } action)
+        {
+            ActionLabel = appNotificationService.ResolveLocalizedString(action.Label) ?? "";
+        }
+
+        IsVisible = true;
+    }
+
+    [RelayCommand]
+    private async Task ActionClicked()
+    {
+        if (Notification?.Action is not { } action)
+            return;
+
+        switch (action.Type)
+        {
+            case AppNotificationActionType.Url when action.Url is not null:
+                ProcessRunner.OpenUrl(action.Url);
+                break;
+
+            case AppNotificationActionType.Dialog when Notification.Dialog is { } dialogData:
+                await ShowNotificationDialogAsync(dialogData);
+                break;
+        }
+    }
+
+    [RelayCommand]
+    private void DismissClicked()
+    {
+        if (Notification is null)
+            return;
+
+        appNotificationService.Dismiss(Notification.Id);
+        IsVisible = false;
+    }
+
+    private async Task ShowNotificationDialogAsync(AppNotificationDialog dialogData)
+    {
+        Dispatcher.UIThread.VerifyAccess();
+
+        var title = appNotificationService.ResolveLocalizedString(dialogData.Title) ?? "";
+        var content = appNotificationService.ResolveLocalizedString(dialogData.Content) ?? "";
+
+        var dialog = DialogHelper.CreateMarkdownDialog(content, title, styleClass: "NotificationDialog");
+        dialog.MinDialogWidth = 700;
+        dialog.MaxDialogWidth = 900;
+        dialog.MaxDialogHeight = 800;
+
+        // If custom buttons are defined, configure them
+        if (dialogData.Buttons is { Count: > 0 } buttons)
+        {
+            // First button -> Primary
+            if (buttons.Count >= 1)
+            {
+                var btn = buttons[0];
+                dialog.PrimaryButtonText = appNotificationService.ResolveLocalizedString(btn.Label) ?? "";
+                dialog.IsPrimaryButtonEnabled = true;
+            }
+
+            // Second button -> Close
+            if (buttons.Count >= 2)
+            {
+                var btn = buttons[1];
+                dialog.CloseButtonText = appNotificationService.ResolveLocalizedString(btn.Label) ?? "";
+            }
+        }
+        else
+        {
+            dialog.CloseButtonText = Resources.Action_Close;
+        }
+
+        var result = await dialog.ShowAsync();
+
+        // Handle button actions
+        if (dialogData.Buttons is { Count: > 0 } actionButtons)
+        {
+            var clickedButton = result switch
+            {
+                ContentDialogResult.Primary when actionButtons.Count >= 1 => actionButtons[0],
+                ContentDialogResult.None when actionButtons.Count >= 2 => actionButtons[1],
+                _ => null,
+            };
+
+            if (clickedButton is not null)
+            {
+                // Open URL if applicable
+                if (clickedButton.Type == AppNotificationButtonType.Url && clickedButton.Url is not null)
+                {
+                    ProcessRunner.OpenUrl(clickedButton.Url);
+                }
+
+                // Dismiss if applicable
+                if (clickedButton.Type == AppNotificationButtonType.Dismiss || clickedButton.DismissOnClick)
+                {
+                    DismissClicked();
+                }
+            }
+        }
+    }
+}
diff --git a/StabilityMatrix.Avalonia/Views/MainWindow.axaml b/StabilityMatrix.Avalonia/Views/MainWindow.axaml
index 0761b30cc..8c53630cd 100644
--- a/StabilityMatrix.Avalonia/Views/MainWindow.axaml
+++ b/StabilityMatrix.Avalonia/Views/MainWindow.axaml
@@ -34,7 +34,7 @@
         </DrawingImage>
     </controls:AppWindowBase.Resources>
 
-    <Grid RowDefinitions="Auto,Auto,*">
+    <Grid RowDefinitions="Auto,Auto,Auto,*">
         <Grid
             Name="TitleBarHost"
             Height="32"
@@ -70,9 +70,13 @@
 
             <Border Grid.Column="2" Padding="6" />
         </Grid>
+
+        <!--  Notification Banner  -->
+        <controls:NotificationBanner Grid.Row="1" DataContext="{Binding NotificationBannerViewModel}" />
+
         <ui:NavigationView
             Name="NavigationView"
-            Grid.Row="1"
+            Grid.Row="2"
             Grid.RowSpan="2"
             BackRequested="NavigationView_OnBackRequested"
             FooterMenuItemsSource="{Binding FooterPages, Mode=OneWay}"
@@ -168,7 +172,7 @@
         <ui:TeachingTip
             Name="UpdateAvailableTeachingTip"
             Title="{x:Static lang:Resources.Label_UpdateAvailable}"
-            Grid.Row="1"
+            Grid.Row="2"
             Grid.RowSpan="2"
             PreferredPlacement="Right"
             Target="{Binding #FooterUpdateItem}" />
@@ -176,7 +180,7 @@
         <ui:TeachingTip
             Name="DownloadsTeachingTip"
             Title="{x:Static lang:Resources.Label_Downloads}"
-            Grid.Row="1"
+            Grid.Row="2"
             Grid.RowSpan="2"
             PreferredPlacement="Right"
             Target="{Binding #FooterDownloadItem}" />
diff --git a/StabilityMatrix.Core/Models/Configs/DebugOptions.cs b/StabilityMatrix.Core/Models/Configs/DebugOptions.cs
index 788fc4660..8ee8616a5 100644
--- a/StabilityMatrix.Core/Models/Configs/DebugOptions.cs
+++ b/StabilityMatrix.Core/Models/Configs/DebugOptions.cs
@@ -1,4 +1,4 @@
-namespace StabilityMatrix.Core.Models.Configs;
+namespace StabilityMatrix.Core.Models.Configs;
 
 public class DebugOptions
 {
@@ -6,15 +6,21 @@ public class DebugOptions
     /// Sets up LiteDB to use a temporary database file on each run
     /// </summary>
     public bool TempDatabase { get; set; }
-    
+
     /// <summary>
     /// Always show the one-click install page on launch
     /// </summary>
     public bool ShowOneClickInstall { get; set; }
-    
+
     /// <summary>
     /// Override the default update manifest url
     /// (https://cdn.lykos.ai/update.json)
     /// </summary>
     public string? UpdateManifestUrl { get; set; }
+
+    /// <summary>
+    /// Override the default notifications manifest url
+    /// (https://cdn.lykos.ai/notifications/notifications.json)
+    /// </summary>
+    public string? NotificationsUrl { get; set; }
 }
diff --git a/StabilityMatrix.Core/Models/Notifications/AppNotification.cs b/StabilityMatrix.Core/Models/Notifications/AppNotification.cs
new file mode 100644
index 000000000..462c5750d
--- /dev/null
+++ b/StabilityMatrix.Core/Models/Notifications/AppNotification.cs
@@ -0,0 +1,190 @@
+using System.Text.Json.Serialization;
+
+namespace StabilityMatrix.Core.Models.Notifications;
+
+/// <summary>
+/// Root manifest for server-pushed notifications.
+/// Fetched from CDN on app launch.
+/// </summary>
+public record AppNotificationManifest
+{
+    public int Version { get; init; } = 1;
+    public List<AppNotification> Notifications { get; init; } = [];
+}
+
+/// <summary>
+/// A single server-pushed notification entry.
+/// </summary>
+public record AppNotification
+{
+    /// <summary>
+    /// Unique ID used to track dismissal in local settings.
+    /// </summary>
+    public required string Id { get; init; }
+
+    /// <summary>
+    /// Display type: banner (persistent strip) or dialog (modal on launch).
+    /// </summary>
+    public AppNotificationType Type { get; init; }
+
+    /// <summary>
+    /// Priority for ordering when multiple notifications are active.
+    /// </summary>
+    public AppNotificationPriority Priority { get; init; }
+
+    /// <summary>
+    /// Start of the active time window (UTC). If null, starts immediately.
+    /// </summary>
+    public DateTimeOffset? StartDate { get; init; }
+
+    /// <summary>
+    /// End of the active time window (UTC). If null, runs indefinitely.
+    /// </summary>
+    public DateTimeOffset? EndDate { get; init; }
+
+    /// <summary>
+    /// Minimum app version to show this notification (semver string, optional).
+    /// </summary>
+    public string? MinVersion { get; init; }
+
+    /// <summary>
+    /// Maximum app version to show this notification (semver string, optional).
+    /// </summary>
+    public string? MaxVersion { get; init; }
+
+    /// <summary>
+    /// Visual style for the banner.
+    /// </summary>
+    public AppNotificationStyle Style { get; init; } = new();
+
+    /// <summary>
+    /// Whether the banner can be dismissed via X button.
+    /// </summary>
+    public bool Dismissible { get; init; } = true;
+
+    /// <summary>
+    /// Action triggered by the banner's call-to-action button.
+    /// </summary>
+    public AppNotificationAction? Action { get; init; }
+
+    /// <summary>
+    /// Localized banner message text. Keys are locale codes (e.g. "en", "ja").
+    /// </summary>
+    public Dictionary<string, string> Message { get; init; } = new();
+
+    /// <summary>
+    /// Dialog content, used when <see cref="Action"/> type is <see cref="AppNotificationActionType.Dialog"/>.
+    /// </summary>
+    public AppNotificationDialog? Dialog { get; init; }
+}
+
+[JsonConverter(typeof(JsonStringEnumConverter<AppNotificationType>))]
+public enum AppNotificationType
+{
+    Banner,
+    Dialog,
+}
+
+[JsonConverter(typeof(JsonStringEnumConverter<AppNotificationPriority>))]
+public enum AppNotificationPriority
+{
+    Low,
+    Normal,
+    High,
+    Critical,
+}
+
+public record AppNotificationStyle
+{
+    /// <summary>
+    /// Color variant: "info", "warning", "success", or "accent".
+    /// </summary>
+    public string Variant { get; init; } = "info";
+}
+
+public record AppNotificationAction
+{
+    /// <summary>
+    /// Action type: open a URL or show an in-app dialog.
+    /// </summary>
+    public AppNotificationActionType Type { get; init; }
+
+    /// <summary>
+    /// URL to open when type is <see cref="AppNotificationActionType.Url"/>.
+    /// </summary>
+    public string? Url { get; init; }
+
+    /// <summary>
+    /// Localized button label text.
+    /// </summary>
+    public Dictionary<string, string> Label { get; init; } = new();
+}
+
+[JsonConverter(typeof(JsonStringEnumConverter<AppNotificationActionType>))]
+public enum AppNotificationActionType
+{
+    Url,
+    Dialog,
+}
+
+public record AppNotificationDialog
+{
+    /// <summary>
+    /// Localized dialog title.
+    /// </summary>
+    public Dictionary<string, string> Title { get; init; } = new();
+
+    /// <summary>
+    /// Localized markdown content for the dialog body.
+    /// </summary>
+    public Dictionary<string, string> Content { get; init; } = new();
+
+    /// <summary>
+    /// Optional buttons at the bottom of the dialog.
+    /// If omitted, a default dismiss button is shown.
+    /// </summary>
+    public List<AppNotificationButton>? Buttons { get; init; }
+}
+
+public record AppNotificationButton
+{
+    /// <summary>
+    /// Button type: opens a URL or dismisses the dialog/notification.
+    /// </summary>
+    public AppNotificationButtonType Type { get; init; }
+
+    /// <summary>
+    /// URL to open when type is <see cref="AppNotificationButtonType.Url"/>.
+    /// </summary>
+    public string? Url { get; init; }
+
+    /// <summary>
+    /// Localized button label text.
+    /// </summary>
+    public Dictionary<string, string> Label { get; init; } = new();
+
+    /// <summary>
+    /// Visual style: "primary", "secondary", or "accent".
+    /// </summary>
+    public AppNotificationButtonStyle Style { get; init; } = AppNotificationButtonStyle.Secondary;
+
+    /// <summary>
+    /// Whether clicking this button also dismisses the notification.
+    /// </summary>
+    public bool DismissOnClick { get; init; }
+}
+
+[JsonConverter(typeof(JsonStringEnumConverter<AppNotificationButtonType>))]
+public enum AppNotificationButtonType
+{
+    Url,
+    Dismiss,
+}
+
+[JsonConverter(typeof(JsonStringEnumConverter<AppNotificationButtonStyle>))]
+public enum AppNotificationButtonStyle
+{
+    Primary,
+    Secondary,
+    Accent,
+}
diff --git a/StabilityMatrix.Core/Models/Settings/Settings.cs b/StabilityMatrix.Core/Models/Settings/Settings.cs
index c3a4c8d3b..a1f3bcac8 100644
--- a/StabilityMatrix.Core/Models/Settings/Settings.cs
+++ b/StabilityMatrix.Core/Models/Settings/Settings.cs
@@ -1,4 +1,4 @@
-using System.ComponentModel;
+using System.ComponentModel;
 using System.Globalization;
 using System.Text.Json.Serialization;
 using Semver;
@@ -199,6 +199,11 @@ public IReadOnlyDictionary<string, string> EnvironmentVariables
 
     public Dictionary<NotificationKey, NotificationOption> NotificationOptions { get; set; } = new();
 
+    /// <summary>
+    /// IDs of server-pushed notifications the user has dismissed.
+    /// </summary>
+    public List<string> DismissedNotificationIds { get; set; } = [];
+
     public List<string> SelectedBaseModels { get; set; } = [];
     public List<string> SelectedCivitBaseModels { get; set; } = [];
 
diff --git a/StabilityMatrix.Core/Services/AppNotificationService.cs b/StabilityMatrix.Core/Services/AppNotificationService.cs
new file mode 100644
index 000000000..a2919dca7
--- /dev/null
+++ b/StabilityMatrix.Core/Services/AppNotificationService.cs
@@ -0,0 +1,236 @@
+using System.Text.Json;
+using Injectio.Attributes;
+using Microsoft.Extensions.Logging;
+using Microsoft.Extensions.Options;
+using Semver;
+using StabilityMatrix.Core.Helper;
+using StabilityMatrix.Core.Models.Configs;
+using StabilityMatrix.Core.Models.Notifications;
+
+namespace StabilityMatrix.Core.Services;
+
+[RegisterSingleton<IAppNotificationService, AppNotificationService>]
+public class AppNotificationService : IAppNotificationService
+{
+    private static readonly TimeSpan CacheTtl = TimeSpan.FromHours(6);
+
+    private static readonly JsonSerializerOptions JsonOptions = new()
+    {
+        PropertyNamingPolicy = JsonNamingPolicy.CamelCase,
+    };
+
+    private readonly ILogger<AppNotificationService> logger;
+    private readonly IHttpClientFactory httpClientFactory;
+    private readonly ISettingsManager settingsManager;
+    private readonly DebugOptions debugOptions;
+
+    private string NotificationsUrl =>
+        debugOptions.NotificationsUrl ?? "https://cdn.lykos.ai/notifications/notifications.json";
+
+    // In-memory cache
+    private AppNotificationManifest? cachedManifest;
+    private DateTimeOffset lastFetchTime = DateTimeOffset.MinValue;
+
+    /// <inheritdoc />
+    public AppNotification? CurrentNotification { get; private set; }
+
+    public AppNotificationService(
+        ILogger<AppNotificationService> logger,
+        IHttpClientFactory httpClientFactory,
+        ISettingsManager settingsManager,
+        IOptions<DebugOptions> debugOptions
+    )
+    {
+        this.logger = logger;
+        this.httpClientFactory = httpClientFactory;
+        this.settingsManager = settingsManager;
+        this.debugOptions = debugOptions.Value;
+    }
+
+    /// <inheritdoc />
+    public async Task<AppNotification?> CheckForNotificationsAsync()
+    {
+        var manifest = await FetchManifestAsync().ConfigureAwait(false);
+
+        if (manifest is null)
+        {
+            CurrentNotification = null;
+            return null;
+        }
+
+        CurrentNotification = GetActiveNotification(manifest);
+        return CurrentNotification;
+    }
+
+    /// <inheritdoc />
+    public void Dismiss(string notificationId)
+    {
+        settingsManager.Transaction(s =>
+        {
+            if (!s.DismissedNotificationIds.Contains(notificationId))
+            {
+                s.DismissedNotificationIds.Add(notificationId);
+            }
+        });
+
+        // Clear current if it matches
+        if (CurrentNotification?.Id == notificationId)
+        {
+            CurrentNotification = null;
+        }
+    }
+
+    /// <inheritdoc />
+    public string? ResolveLocalizedString(Dictionary<string, string>? localizedStrings)
+    {
+        if (localizedStrings is null or { Count: 0 })
+            return null;
+
+        var language = settingsManager.Settings.Language ?? "en-US";
+
+        // Try exact match (e.g. "en-US")
+        if (localizedStrings.TryGetValue(language, out var exact))
+            return exact;
+
+        // Try language prefix (e.g. "en-US" -> "en")
+        var prefix = language.Split('-')[0];
+        if (localizedStrings.TryGetValue(prefix, out var prefixed))
+            return prefixed;
+
+        // Fallback to "en"
+        if (localizedStrings.TryGetValue("en", out var english))
+            return english;
+
+        return null;
+    }
+
+    private async Task<AppNotificationManifest?> FetchManifestAsync()
+    {
+        var now = DateTimeOffset.UtcNow;
+
+        // Return cached if still fresh
+        if (cachedManifest is not null && now - lastFetchTime < CacheTtl)
+        {
+            return cachedManifest;
+        }
+
+        try
+        {
+            AppNotificationManifest? manifest;
+
+            if (NotificationsUrl.StartsWith("file://", StringComparison.OrdinalIgnoreCase))
+            {
+                var filePath = NotificationsUrl[7..].Replace('/', Path.DirectorySeparatorChar);
+                if (Compat.IsWindows && filePath.StartsWith('\\'))
+                    filePath = filePath[1..];
+
+                await using var stream = File.OpenRead(filePath);
+                manifest = await JsonSerializer
+                    .DeserializeAsync<AppNotificationManifest>(stream, JsonOptions)
+                    .ConfigureAwait(false);
+            }
+            else
+            {
+                var httpClient = httpClientFactory.CreateClient("AppNotificationClient");
+                var response = await httpClient.GetAsync(NotificationsUrl).ConfigureAwait(false);
+
+                if (!response.IsSuccessStatusCode)
+                {
+                    logger.LogWarning("Failed to fetch notifications: {StatusCode}", response.StatusCode);
+                    return GetCachedManifestIfValid();
+                }
+
+                manifest = await JsonSerializer
+                    .DeserializeAsync<AppNotificationManifest>(
+                        await response.Content.ReadAsStreamAsync().ConfigureAwait(false),
+                        JsonOptions
+                    )
+                    .ConfigureAwait(false);
+            }
+
+            if (manifest is null)
+            {
+                logger.LogWarning("Deserialized notification manifest is null");
+                return GetCachedManifestIfValid();
+            }
+
+            // Update cache
+            cachedManifest = manifest;
+            lastFetchTime = now;
+
+            logger.LogDebug(
+                "Fetched notification manifest with {Count} notifications",
+                manifest.Notifications.Count
+            );
+
+            return manifest;
+        }
+        catch (Exception e)
+        {
+            logger.LogWarning(e, "Error fetching notification manifest");
+            return GetCachedManifestIfValid();
+        }
+    }
+
+    /// <summary>
+    /// Return the cached manifest only if at least one notification is still within its time window.
+    /// This handles the "kill switch" case: if all notifications have expired, we return null
+    /// even when offline, so the banner disappears.
+    /// </summary>
+    private AppNotificationManifest? GetCachedManifestIfValid()
+    {
+        if (cachedManifest is null)
+            return null;
+
+        var now = DateTimeOffset.UtcNow;
+        var hasValidNotification = cachedManifest.Notifications.Any(n =>
+            n.EndDate is null || n.EndDate > now
+        );
+
+        return hasValidNotification ? cachedManifest : null;
+    }
+
+    /// <summary>
+    /// Filter and sort notifications to find the single active one.
+    /// </summary>
+    private AppNotification? GetActiveNotification(AppNotificationManifest manifest)
+    {
+        var now = DateTimeOffset.UtcNow;
+        var dismissedIds = settingsManager.Settings.DismissedNotificationIds;
+
+        return manifest
+            .Notifications.Where(n =>
+            {
+                // Time window check
+                if (n.StartDate is not null && now < n.StartDate)
+                    return false;
+                if (n.EndDate is not null && now > n.EndDate)
+                    return false;
+
+                // Dismissal check
+                if (dismissedIds.Contains(n.Id))
+                    return false;
+
+                // Version check (optional)
+                if (n.MinVersion is not null && SemVersion.TryParse(n.MinVersion, out var minVer))
+                {
+                    if (Compat.AppVersion.ComparePrecedenceTo(minVer) < 0)
+                        return false;
+                }
+
+                if (n.MaxVersion is not null && SemVersion.TryParse(n.MaxVersion, out var maxVer))
+                {
+                    if (Compat.AppVersion.ComparePrecedenceTo(maxVer) >= 0)
+                        return false;
+                }
+
+                // Locale check — must have a resolvable message
+                if (ResolveLocalizedString(n.Message) is null)
+                    return false;
+
+                return true;
+            })
+            .OrderByDescending(n => n.Priority)
+            .FirstOrDefault();
+    }
+}
diff --git a/StabilityMatrix.Core/Services/IAppNotificationService.cs b/StabilityMatrix.Core/Services/IAppNotificationService.cs
new file mode 100644
index 000000000..0bdfc5448
--- /dev/null
+++ b/StabilityMatrix.Core/Services/IAppNotificationService.cs
@@ -0,0 +1,30 @@
+using StabilityMatrix.Core.Models.Notifications;
+
+namespace StabilityMatrix.Core.Services;
+
+public interface IAppNotificationService
+{
+    /// <summary>
+    /// The currently active notification (highest priority, non-dismissed, within time window).
+    /// Null if no notification is active.
+    /// </summary>
+    AppNotification? CurrentNotification { get; }
+
+    /// <summary>
+    /// Fetch the notification manifest from CDN and resolve the active notification.
+    /// Returns null if no notification is active or fetch fails with no valid cache.
+    /// </summary>
+    Task<AppNotification?> CheckForNotificationsAsync();
+
+    /// <summary>
+    /// Mark a notification as dismissed. Persists the ID to settings.
+    /// </summary>
+    void Dismiss(string notificationId);
+
+    /// <summary>
+    /// Resolve a localized string from a locale dictionary, using the user's
+    /// configured language with fallback to "en".
+    /// </summary>
+    /// <returns>The resolved string, or null if no matching locale found.</returns>
+    string? ResolveLocalizedString(Dictionary<string, string>? localizedStrings);
+}

From 7d8ff0470da684c7e14bd2ce5cf2f7108f871433 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Wed, 1 Apr 2026 19:19:22 -0700
Subject: [PATCH 100/218] Add DesignData of Notification Banner VM

---
 .../DesignData/DesignData.cs                  | 23 ++++++++++++++++++-
 1 file changed, 22 insertions(+), 1 deletion(-)

diff --git a/StabilityMatrix.Avalonia/DesignData/DesignData.cs b/StabilityMatrix.Avalonia/DesignData/DesignData.cs
index 439c94003..ce91f450c 100644
--- a/StabilityMatrix.Avalonia/DesignData/DesignData.cs
+++ b/StabilityMatrix.Avalonia/DesignData/DesignData.cs
@@ -1,4 +1,4 @@
-using System;
+using System;
 using System.Collections.Generic;
 using System.Collections.ObjectModel;
 using System.ComponentModel;
@@ -477,6 +477,27 @@ public static void Initialize()
     public static FirstLaunchSetupViewModel FirstLaunchSetupViewModel =>
         Services.GetRequiredService<FirstLaunchSetupViewModel>();
 
+    public static NotificationBannerViewModel NotificationBannerViewModel =>
+        DialogFactory.Get<NotificationBannerViewModel>(vm =>
+        {
+            vm.Show(
+                new Core.Models.Notifications.AppNotification
+                {
+                    Id = "test",
+                    Type = Core.Models.Notifications.AppNotificationType.Banner,
+                    Priority = Core.Models.Notifications.AppNotificationPriority.Normal,
+                    Message = new Dictionary<string, string> { { "en", "This is a test notification." } },
+                    Style = new Core.Models.Notifications.AppNotificationStyle { Variant = "info" },
+                    Action = new Core.Models.Notifications.AppNotificationAction
+                    {
+                        Type = Core.Models.Notifications.AppNotificationActionType.Url,
+                        Label = new Dictionary<string, string> { { "en", "Learn More" } },
+                        Url = "https://example.com",
+                    },
+                }
+            );
+        });
+
     public static LaunchPageViewModel LaunchPageViewModel =>
         Services.GetRequiredService<LaunchPageViewModel>();
 

From 7b812626c842f0ee36d8a1007670a523c30b2b7a Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Wed, 1 Apr 2026 19:36:17 -0700
Subject: [PATCH 101/218] Use Segoe UI for markdown and add CJK styles

Add an optional styleClass parameter to CreateMarkdownDialog and wrap the markdown viewer in a Border when provided so dialogs can be targeted by CSS selectors. Apply a Windows-only workaround for an Avalonia variable-font regression (AvaloniaUI/Avalonia#18875) by forcing the viewer FontFamily to "Segoe UI" for non-Japanese locales so FontWeight applies to inline spans. Preserve existing syntax-highlighting behavior. Update MarkdownStyleFluentAvalonia.axaml to improve cross-font compatibility and CJK readability: use SemiBold for CBold (NotoSansJP has only Regular/SemiBold), add CItalic styling, and introduce .NotificationDialog rules with increased margins and line-height for better spacing in important/CJK notifications.
---
 StabilityMatrix.Avalonia/DialogHelper.cs      | 69 +++++++++++++------
 .../MarkdownStyleFluentAvalonia.axaml         | 33 +++++++++
 2 files changed, 80 insertions(+), 22 deletions(-)

diff --git a/StabilityMatrix.Avalonia/DialogHelper.cs b/StabilityMatrix.Avalonia/DialogHelper.cs
index 0e4dbe524..9eb3cd693 100644
--- a/StabilityMatrix.Avalonia/DialogHelper.cs
+++ b/StabilityMatrix.Avalonia/DialogHelper.cs
@@ -113,7 +113,7 @@ IReadOnlyList<TextBoxField> textFields
         var grid = new Grid
         {
             RowDefinitions = { new RowDefinition(GridLength.Star), new RowDefinition(GridLength.Auto) },
-            Children = { markdown, image }
+            Children = { markdown, image },
         };
 
         return CreateTextEntryDialog(title, grid, textFields);
@@ -138,7 +138,7 @@ IReadOnlyList<TextBoxField> textFields
         var grid = new Grid
         {
             RowDefinitions = { new RowDefinition(GridLength.Auto), new RowDefinition(GridLength.Star) },
-            Children = { content, stackPanel }
+            Children = { content, stackPanel },
         };
         grid.Loaded += (_, _) =>
         {
@@ -186,7 +186,7 @@ IReadOnlyList<TextBoxField> textFields
                     Text = field.InnerLeftText,
                     Foreground = Brushes.Gray,
                     VerticalAlignment = VerticalAlignment.Center,
-                    Margin = new Thickness(8, 0, -4, 0)
+                    Margin = new Thickness(8, 0, -4, 0),
                 };
             }
 
@@ -223,23 +223,48 @@ IReadOnlyList<TextBoxField> textFields
             CloseButtonText = Resources.Action_Cancel,
             IsPrimaryButtonEnabled = true,
             PrimaryButtonCommand = primaryCommand,
-            DefaultButton = ContentDialogButton.Primary
+            DefaultButton = ContentDialogButton.Primary,
         };
     }
 
     /// <summary>
     /// Create a generic dialog for showing a markdown document
     /// </summary>
+    /// <param name="markdown">The markdown content to display</param>
+    /// <param name="title">Optional dialog title</param>
+    /// <param name="editorPreset">Optional syntax highlighting preset for code blocks</param>
+    /// <param name="styleClass">Optional style class to apply to the dialog (e.g., "NotificationDialog" for CJK-friendly spacing)</param>
     public static BetterContentDialog CreateMarkdownDialog(
         string markdown,
         string? title = null,
-        TextEditorPreset editorPreset = default
+        TextEditorPreset editorPreset = default,
+        string? styleClass = null
     )
     {
         Dispatcher.UIThread.VerifyAccess();
 
         var viewer = new BetterMarkdownScrollViewer { Markdown = markdown };
 
+        // Work around Avalonia 11.3.x variable font regression (AvaloniaUI/Avalonia#18875)
+        // where FontWeight doesn't apply for inline spans like CBold when using variable fonts
+        // like "Segoe UI Variable Text". Use non-variable "Segoe UI" for markdown rendering.
+        if (Compat.IsWindows && Cultures.Current?.Name != "ja-JP")
+        {
+            viewer.SetValue(
+                global::Avalonia.Controls.Documents.TextElement.FontFamilyProperty,
+                new FontFamily("Segoe UI")
+            );
+        }
+
+        // Apply style class if provided (wraps content for CSS selector targeting)
+        Control content = viewer;
+        if (!string.IsNullOrEmpty(styleClass))
+        {
+            var wrapper = new Border { Child = viewer };
+            wrapper.Classes.Add(styleClass);
+            content = wrapper;
+        }
+
         // Apply syntax highlighting to code blocks if preset is provided
         if (editorPreset != default)
         {
@@ -280,12 +305,12 @@ public static BetterContentDialog CreateMarkdownDialog(
         return new BetterContentDialog
         {
             Title = title,
-            Content = viewer,
+            Content = content,
             CloseButtonText = Resources.Action_Close,
             IsPrimaryButtonEnabled = false,
             MinDialogWidth = 800,
             MaxDialogHeight = 1000,
-            MaxDialogWidth = 1000
+            MaxDialogWidth = 1000,
         };
     }
 
@@ -301,7 +326,7 @@ public static BetterContentDialog CreateApiExceptionDialog(ApiException exceptio
         {
             IsReadOnly = true,
             WordWrap = true,
-            Options = { ShowColumnRulers = false, AllowScrollBelowDocument = false }
+            Options = { ShowColumnRulers = false, AllowScrollBelowDocument = false },
         };
         var registryOptions = new RegistryOptions(ThemeName.DarkPlus);
         textEditor.InstallTextMate(registryOptions).SetGrammar(registryOptions.GetScopeByLanguageId("json"));
@@ -319,8 +344,8 @@ public static BetterContentDialog CreateApiExceptionDialog(ApiException exceptio
                     FontWeight = FontWeight.Medium,
                     Margin = new Thickness(0, 8),
                 },
-                textEditor
-            }
+                textEditor,
+            },
         };
 
         var dialog = new BetterContentDialog
@@ -342,7 +367,7 @@ public static BetterContentDialog CreateApiExceptionDialog(ApiException exceptio
                     new JsonSerializerOptions
                     {
                         AllowTrailingCommas = true,
-                        ReadCommentHandling = JsonCommentHandling.Skip
+                        ReadCommentHandling = JsonCommentHandling.Skip,
                     }
                 );
                 var formatted = JsonSerializer.Serialize(
@@ -378,7 +403,7 @@ public static BetterContentDialog CreateJsonDialog(
         {
             IsReadOnly = true,
             WordWrap = true,
-            Options = { ShowColumnRulers = false, AllowScrollBelowDocument = false }
+            Options = { ShowColumnRulers = false, AllowScrollBelowDocument = false },
         };
         var registryOptions = new RegistryOptions(ThemeName.DarkPlus);
         textEditor.InstallTextMate(registryOptions).SetGrammar(registryOptions.GetScopeByLanguageId("json"));
@@ -387,7 +412,7 @@ public static BetterContentDialog CreateJsonDialog(
         {
             Spacing = 8,
             Margin = new Thickness(16),
-            Children = { textEditor }
+            Children = { textEditor },
         };
 
         if (subTitle is not null)
@@ -422,7 +447,7 @@ public static BetterContentDialog CreateJsonDialog(
                 new JsonSerializerOptions
                 {
                     AllowTrailingCommas = true,
-                    ReadCommentHandling = JsonCommentHandling.Skip
+                    ReadCommentHandling = JsonCommentHandling.Skip,
                 }
             );
             var formatted = JsonSerializer.Serialize(
@@ -513,8 +538,8 @@ public static BetterContentDialog CreatePromptErrorDialog(
             {
                 HighlightCurrentLine = true,
                 ShowColumnRulers = false,
-                AllowScrollBelowDocument = false
-            }
+                AllowScrollBelowDocument = false,
+            },
         };
         TextEditorConfigs.Configure(textEditor, TextEditorPreset.Prompt);
 
@@ -535,8 +560,8 @@ public static BetterContentDialog CreatePromptErrorDialog(
                     FontWeight = FontWeight.Medium,
                     Margin = new Thickness(0, 8),
                 },
-                textEditor
-            }
+                textEditor,
+            },
         };
 
         // Check model typos
@@ -557,7 +582,7 @@ public static BetterContentDialog CreatePromptErrorDialog(
                         {
                             Title = $"Did you mean: {result.Value}?",
                             IsClosable = false,
-                            IsOpen = true
+                            IsOpen = true,
                         }
                     );
                 }
@@ -597,15 +622,15 @@ public static TaskDialog CreateTaskDialog(string title, string description)
                     Text = title,
                     TextWrapping = TextWrapping.WrapWithOverflow,
                 },
-                new TextBlock { Text = description, TextWrapping = TextWrapping.WrapWithOverflow, }
-            }
+                new TextBlock { Text = description, TextWrapping = TextWrapping.WrapWithOverflow },
+            },
         };
 
         return new TaskDialog
         {
             Title = title,
             Content = content,
-            XamlRoot = App.VisualRoot
+            XamlRoot = App.VisualRoot,
         };
     }
 }
diff --git a/StabilityMatrix.Avalonia/Styles/Markdown/MarkdownStyleFluentAvalonia.axaml b/StabilityMatrix.Avalonia/Styles/Markdown/MarkdownStyleFluentAvalonia.axaml
index 15fcaa402..cc37524b6 100644
--- a/StabilityMatrix.Avalonia/Styles/Markdown/MarkdownStyleFluentAvalonia.axaml
+++ b/StabilityMatrix.Avalonia/Styles/Markdown/MarkdownStyleFluentAvalonia.axaml
@@ -84,6 +84,20 @@
         </Style.Setters>
     </Style>
 
+    <!--  Bold text styling - use SemiBold for cross-font compatibility (NotoSansJP only has Regular/SemiBold)  -->
+    <Style Selector=".Markdown_Avalonia_MarkdownViewer ctxt|CBold">
+        <Style.Setters>
+            <Setter Property="FontWeight" Value="SemiBold" />
+        </Style.Setters>
+    </Style>
+
+    <!--  Italic text styling  -->
+    <Style Selector=".Markdown_Avalonia_MarkdownViewer ctxt|CItalic">
+        <Style.Setters>
+            <Setter Property="FontStyle" Value="Italic" />
+        </Style.Setters>
+    </Style>
+
     <Style Selector=".Markdown_Avalonia_MarkdownViewer ctxt|CHyperlink">
         <Style.Setters>
             <Setter Property="IsUnderline" Value="true" />
@@ -210,4 +224,23 @@
             <Setter Property="Margin" Value="0,3" />
         </Style.Setters>
     </Style>
+
+    <!--  Notification dialog styles - more generous spacing for CJK text and important messages  -->
+    <Style Selector=".NotificationDialog .Markdown_Avalonia_MarkdownViewer ctxt|CTextBlock">
+        <Style.Setters>
+            <Setter Property="Margin" Value="0,8" />
+            <Setter Property="LineHeight" Value="22" />
+        </Style.Setters>
+    </Style>
+    <Style Selector=".NotificationDialog .Markdown_Avalonia_MarkdownViewer TextBlock">
+        <Style.Setters>
+            <Setter Property="Margin" Value="0,10,0,16" />
+            <Setter Property="LineHeight" Value="22" />
+        </Style.Setters>
+    </Style>
+    <Style Selector=".NotificationDialog .Markdown_Avalonia_MarkdownViewer ctxt|CBold">
+        <Style.Setters>
+            <Setter Property="FontWeight" Value="SemiBold" />
+        </Style.Setters>
+    </Style>
 </Styles>

From 213a6180aaabb686bc82342f21e2151de0cce44d Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Wed, 1 Apr 2026 19:38:44 -0700
Subject: [PATCH 102/218] Use import

---
 StabilityMatrix.Avalonia/DialogHelper.cs | 6 ++----
 1 file changed, 2 insertions(+), 4 deletions(-)

diff --git a/StabilityMatrix.Avalonia/DialogHelper.cs b/StabilityMatrix.Avalonia/DialogHelper.cs
index 9eb3cd693..05c8e66e3 100644
--- a/StabilityMatrix.Avalonia/DialogHelper.cs
+++ b/StabilityMatrix.Avalonia/DialogHelper.cs
@@ -9,6 +9,7 @@
 using System.Threading.Tasks;
 using Avalonia;
 using Avalonia.Controls;
+using Avalonia.Controls.Documents;
 using Avalonia.Data;
 using Avalonia.Layout;
 using Avalonia.LogicalTree;
@@ -250,10 +251,7 @@ public static BetterContentDialog CreateMarkdownDialog(
         // like "Segoe UI Variable Text". Use non-variable "Segoe UI" for markdown rendering.
         if (Compat.IsWindows && Cultures.Current?.Name != "ja-JP")
         {
-            viewer.SetValue(
-                global::Avalonia.Controls.Documents.TextElement.FontFamilyProperty,
-                new FontFamily("Segoe UI")
-            );
+            viewer.SetValue(TextElement.FontFamilyProperty, new FontFamily("Segoe UI"));
         }
 
         // Apply style class if provided (wraps content for CSS selector targeting)

From 2d0661f80be6e70ab5c5281b3b06fa0899e21199 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Wed, 1 Apr 2026 23:55:13 -0700
Subject: [PATCH 103/218] bigger font

---
 .../Styles/Markdown/MarkdownStyleFluentAvalonia.axaml         | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/StabilityMatrix.Avalonia/Styles/Markdown/MarkdownStyleFluentAvalonia.axaml b/StabilityMatrix.Avalonia/Styles/Markdown/MarkdownStyleFluentAvalonia.axaml
index cc37524b6..bf22f6bad 100644
--- a/StabilityMatrix.Avalonia/Styles/Markdown/MarkdownStyleFluentAvalonia.axaml
+++ b/StabilityMatrix.Avalonia/Styles/Markdown/MarkdownStyleFluentAvalonia.axaml
@@ -230,12 +230,16 @@
         <Style.Setters>
             <Setter Property="Margin" Value="0,8" />
             <Setter Property="LineHeight" Value="22" />
+            <!--  Normally 14  -->
+            <Setter Property="FontSize" Value="15" />
         </Style.Setters>
     </Style>
     <Style Selector=".NotificationDialog .Markdown_Avalonia_MarkdownViewer TextBlock">
         <Style.Setters>
             <Setter Property="Margin" Value="0,10,0,16" />
             <Setter Property="LineHeight" Value="22" />
+            <!--  Normally 14  -->
+            <Setter Property="FontSize" Value="15" />
         </Style.Setters>
     </Style>
     <Style Selector=".NotificationDialog .Markdown_Avalonia_MarkdownViewer ctxt|CBold">

From 8b2b75ae5c5f0c277b7a5878ca6ae66eed788010 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Wed, 1 Apr 2026 23:55:31 -0700
Subject: [PATCH 104/218] margins

---
 .../ViewModels/NotificationBannerViewModel.cs                    | 1 +
 1 file changed, 1 insertion(+)

diff --git a/StabilityMatrix.Avalonia/ViewModels/NotificationBannerViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/NotificationBannerViewModel.cs
index d63fff076..f23422b16 100644
--- a/StabilityMatrix.Avalonia/ViewModels/NotificationBannerViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/NotificationBannerViewModel.cs
@@ -115,6 +115,7 @@ private async Task ShowNotificationDialogAsync(AppNotificationDialog dialogData)
         dialog.MinDialogWidth = 700;
         dialog.MaxDialogWidth = 900;
         dialog.MaxDialogHeight = 800;
+        dialog.ContentMargin = new Thickness(16, 8);
 
         // If custom buttons are defined, configure them
         if (dialogData.Buttons is { Count: > 0 } buttons)

From 72c9929d9baa09be79ff194b9a7aedf12232dd1e Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Wed, 1 Apr 2026 23:55:42 -0700
Subject: [PATCH 105/218] import avalonia

---
 .../ViewModels/NotificationBannerViewModel.cs                    | 1 +
 1 file changed, 1 insertion(+)

diff --git a/StabilityMatrix.Avalonia/ViewModels/NotificationBannerViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/NotificationBannerViewModel.cs
index f23422b16..63698731e 100644
--- a/StabilityMatrix.Avalonia/ViewModels/NotificationBannerViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/NotificationBannerViewModel.cs
@@ -1,4 +1,5 @@
 using System.ComponentModel;
+using Avalonia;
 using Avalonia.Threading;
 using CommunityToolkit.Mvvm.ComponentModel;
 using CommunityToolkit.Mvvm.Input;

From 8314385914980430ba3fe8260512cc4bbf36d929 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Thu, 2 Apr 2026 19:35:16 -0700
Subject: [PATCH 106/218] Use platform font for dialogs and markdown

Set the dialog and markdown viewer to use the app's platform default font when available and refine font selection logic for markdown rendering. BetterContentDialog now assigns FontFamily from App.Current to ensure overlayed ContentDialog elements inherit the correct platform font (e.g. NotoSansJP for Japanese). DialogHelper updates the markdown viewer font selection to: use bundled/platform font for ja-JP, use non-variable "Segoe UI" on Windows to work around Avalonia 11.3.x variable-font weight regression, and fall back to the app platform font otherwise.
---
 .../Controls/BetterContentDialog.cs             |  8 ++++++++
 StabilityMatrix.Avalonia/DialogHelper.cs        | 17 ++++++++++++-----
 2 files changed, 20 insertions(+), 5 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Controls/BetterContentDialog.cs b/StabilityMatrix.Avalonia/Controls/BetterContentDialog.cs
index 121f97ee4..03513fcf6 100644
--- a/StabilityMatrix.Avalonia/Controls/BetterContentDialog.cs
+++ b/StabilityMatrix.Avalonia/Controls/BetterContentDialog.cs
@@ -198,6 +198,14 @@ public bool CloseOnClickOutside
 
     public BetterContentDialog()
     {
+        // Ensure the dialog uses the correct platform font (e.g. NotoSansJP for Japanese).
+        // ContentDialog is shown as an overlay and its template elements (title, buttons)
+        // don't inherit ContentControlThemeFontFamily from the app resources.
+        if (App.Current is { } app)
+        {
+            FontFamily = app.GetPlatformDefaultFontFamily();
+        }
+
         AddHandler(LoadedEvent, OnLoaded);
         AddHandler(UnloadedEvent, OnUnloaded);
     }
diff --git a/StabilityMatrix.Avalonia/DialogHelper.cs b/StabilityMatrix.Avalonia/DialogHelper.cs
index 05c8e66e3..90f3e50a9 100644
--- a/StabilityMatrix.Avalonia/DialogHelper.cs
+++ b/StabilityMatrix.Avalonia/DialogHelper.cs
@@ -246,12 +246,19 @@ public static BetterContentDialog CreateMarkdownDialog(
 
         var viewer = new BetterMarkdownScrollViewer { Markdown = markdown };
 
-        // Work around Avalonia 11.3.x variable font regression (AvaloniaUI/Avalonia#18875)
-        // where FontWeight doesn't apply for inline spans like CBold when using variable fonts
-        // like "Segoe UI Variable Text". Use non-variable "Segoe UI" for markdown rendering.
-        if (Compat.IsWindows && Cultures.Current?.Name != "ja-JP")
+        // Ensure the markdown viewer uses the correct font:
+        // - For Japanese: use bundled NotoSansJP (CTextBlock doesn't inherit ContentControlThemeFontFamily)
+        // - For Windows: use non-variable "Segoe UI" to work around Avalonia 11.3.x variable font
+        //   regression (AvaloniaUI/Avalonia#18875) where FontWeight doesn't apply for inline spans
+        // - Otherwise: use app's platform default font
+        if (App.Current is { } app)
         {
-            viewer.SetValue(TextElement.FontFamilyProperty, new FontFamily("Segoe UI"));
+            var fontFamily =
+                Cultures.Current?.Name == "ja-JP" ? app.GetPlatformDefaultFontFamily()
+                : Compat.IsWindows ? new FontFamily("Segoe UI")
+                : app.GetPlatformDefaultFontFamily();
+
+            viewer.SetValue(TextElement.FontFamilyProperty, fontFamily);
         }
 
         // Apply style class if provided (wraps content for CSS selector targeting)

From 8326f777ae3e78d32b94f541c15c65fad0d7fc7a Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Thu, 2 Apr 2026 19:57:28 -0700
Subject: [PATCH 107/218] Add usings for http

---
 StabilityMatrix.Core/Services/AppNotificationService.cs | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/StabilityMatrix.Core/Services/AppNotificationService.cs b/StabilityMatrix.Core/Services/AppNotificationService.cs
index a2919dca7..13a32fd51 100644
--- a/StabilityMatrix.Core/Services/AppNotificationService.cs
+++ b/StabilityMatrix.Core/Services/AppNotificationService.cs
@@ -131,8 +131,8 @@ public void Dismiss(string notificationId)
             }
             else
             {
-                var httpClient = httpClientFactory.CreateClient("AppNotificationClient");
-                var response = await httpClient.GetAsync(NotificationsUrl).ConfigureAwait(false);
+                using var httpClient = httpClientFactory.CreateClient("AppNotificationClient");
+                using var response = await httpClient.GetAsync(NotificationsUrl).ConfigureAwait(false);
 
                 if (!response.IsSuccessStatusCode)
                 {

From 7633ba5456d2818a649d598ed3a8f5412a50eba3 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Thu, 2 Apr 2026 19:57:53 -0700
Subject: [PATCH 108/218] Use primary ctor

---
 .../Services/AppNotificationService.cs        | 25 ++++++-------------
 1 file changed, 7 insertions(+), 18 deletions(-)

diff --git a/StabilityMatrix.Core/Services/AppNotificationService.cs b/StabilityMatrix.Core/Services/AppNotificationService.cs
index 13a32fd51..b307cf20b 100644
--- a/StabilityMatrix.Core/Services/AppNotificationService.cs
+++ b/StabilityMatrix.Core/Services/AppNotificationService.cs
@@ -10,7 +10,12 @@
 namespace StabilityMatrix.Core.Services;
 
 [RegisterSingleton<IAppNotificationService, AppNotificationService>]
-public class AppNotificationService : IAppNotificationService
+public class AppNotificationService(
+    ILogger<AppNotificationService> logger,
+    IHttpClientFactory httpClientFactory,
+    ISettingsManager settingsManager,
+    IOptions<DebugOptions> debugOptions
+) : IAppNotificationService
 {
     private static readonly TimeSpan CacheTtl = TimeSpan.FromHours(6);
 
@@ -19,10 +24,7 @@ public class AppNotificationService : IAppNotificationService
         PropertyNamingPolicy = JsonNamingPolicy.CamelCase,
     };
 
-    private readonly ILogger<AppNotificationService> logger;
-    private readonly IHttpClientFactory httpClientFactory;
-    private readonly ISettingsManager settingsManager;
-    private readonly DebugOptions debugOptions;
+    private readonly DebugOptions debugOptions = debugOptions.Value;
 
     private string NotificationsUrl =>
         debugOptions.NotificationsUrl ?? "https://cdn.lykos.ai/notifications/notifications.json";
@@ -34,19 +36,6 @@ public class AppNotificationService : IAppNotificationService
     /// <inheritdoc />
     public AppNotification? CurrentNotification { get; private set; }
 
-    public AppNotificationService(
-        ILogger<AppNotificationService> logger,
-        IHttpClientFactory httpClientFactory,
-        ISettingsManager settingsManager,
-        IOptions<DebugOptions> debugOptions
-    )
-    {
-        this.logger = logger;
-        this.httpClientFactory = httpClientFactory;
-        this.settingsManager = settingsManager;
-        this.debugOptions = debugOptions.Value;
-    }
-
     /// <inheritdoc />
     public async Task<AppNotification?> CheckForNotificationsAsync()
     {

From 2b44cd60030719cb563ab3e80addb98f36fb8dd3 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Thu, 2 Apr 2026 20:29:12 -0700
Subject: [PATCH 109/218] Map notification buttons to dialog slots
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Route AppNotification buttons to ContentDialog slots based on their Style and handle the dialog result accordingly. NotificationBannerViewModel now assigns primary/secondary/close buttons (Primary/Accent → primary; Secondary and Close routed to close or primary depending on presence of primary) and resolves which button was clicked from the ContentDialog result before performing actions (open URL, dismiss). Also added documentation comments to AppNotificationButtonStyle to clarify how each style maps to dialog button slots.
---
 .../ViewModels/NotificationBannerViewModel.cs | 95 ++++++++++++-------
 .../Models/Notifications/AppNotification.cs   | 16 ++++
 2 files changed, 79 insertions(+), 32 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/NotificationBannerViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/NotificationBannerViewModel.cs
index 63698731e..cb107dbe6 100644
--- a/StabilityMatrix.Avalonia/ViewModels/NotificationBannerViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/NotificationBannerViewModel.cs
@@ -118,22 +118,57 @@ private async Task ShowNotificationDialogAsync(AppNotificationDialog dialogData)
         dialog.MaxDialogHeight = 800;
         dialog.ContentMargin = new Thickness(16, 8);
 
-        // If custom buttons are defined, configure them
+        AppNotificationButton? primaryButton = null;
+        AppNotificationButton? secondaryButton = null;
+        AppNotificationButton? closeButton = null;
+
         if (dialogData.Buttons is { Count: > 0 } buttons)
         {
-            // First button -> Primary
-            if (buttons.Count >= 1)
-            {
-                var btn = buttons[0];
-                dialog.PrimaryButtonText = appNotificationService.ResolveLocalizedString(btn.Label) ?? "";
-                dialog.IsPrimaryButtonEnabled = true;
-            }
-
-            // Second button -> Close
-            if (buttons.Count >= 2)
+            // Route each button to its ContentDialog slot based on Style
+            foreach (var btn in buttons)
             {
-                var btn = buttons[1];
-                dialog.CloseButtonText = appNotificationService.ResolveLocalizedString(btn.Label) ?? "";
+                switch (btn.Style)
+                {
+                    case AppNotificationButtonStyle.Primary:
+                    case AppNotificationButtonStyle.Accent:
+                        if (primaryButton is null)
+                        {
+                            primaryButton = btn;
+                            dialog.PrimaryButtonText =
+                                appNotificationService.ResolveLocalizedString(btn.Label) ?? "";
+                            dialog.IsPrimaryButtonEnabled = true;
+                        }
+                        break;
+
+                    case AppNotificationButtonStyle.Close:
+                    case AppNotificationButtonStyle.Secondary
+                        when closeButton is null && primaryButton is not null:
+                        // Use as close slot if we already have a primary, or it's explicitly Close style
+                        if (btn.Style == AppNotificationButtonStyle.Close || closeButton is null)
+                        {
+                            closeButton = btn;
+                            dialog.CloseButtonText =
+                                appNotificationService.ResolveLocalizedString(btn.Label) ?? "";
+                        }
+                        break;
+
+                    case AppNotificationButtonStyle.Secondary:
+                        // First Secondary with no Primary yet → treat as Primary
+                        if (primaryButton is null)
+                        {
+                            primaryButton = btn;
+                            dialog.PrimaryButtonText =
+                                appNotificationService.ResolveLocalizedString(btn.Label) ?? "";
+                            dialog.IsPrimaryButtonEnabled = true;
+                        }
+                        else if (closeButton is null)
+                        {
+                            closeButton = btn;
+                            dialog.CloseButtonText =
+                                appNotificationService.ResolveLocalizedString(btn.Label) ?? "";
+                        }
+                        break;
+                }
             }
         }
         else
@@ -143,29 +178,25 @@ private async Task ShowNotificationDialogAsync(AppNotificationDialog dialogData)
 
         var result = await dialog.ShowAsync();
 
-        // Handle button actions
-        if (dialogData.Buttons is { Count: > 0 } actionButtons)
+        // Resolve which button was clicked from the ContentDialog result
+        var clickedButton = result switch
         {
-            var clickedButton = result switch
-            {
-                ContentDialogResult.Primary when actionButtons.Count >= 1 => actionButtons[0],
-                ContentDialogResult.None when actionButtons.Count >= 2 => actionButtons[1],
-                _ => null,
-            };
+            ContentDialogResult.Primary => primaryButton,
+            ContentDialogResult.Secondary => secondaryButton,
+            ContentDialogResult.None => closeButton,
+            _ => null,
+        };
 
-            if (clickedButton is not null)
+        if (clickedButton is not null)
+        {
+            if (clickedButton.Type == AppNotificationButtonType.Url && clickedButton.Url is not null)
             {
-                // Open URL if applicable
-                if (clickedButton.Type == AppNotificationButtonType.Url && clickedButton.Url is not null)
-                {
-                    ProcessRunner.OpenUrl(clickedButton.Url);
-                }
+                ProcessRunner.OpenUrl(clickedButton.Url);
+            }
 
-                // Dismiss if applicable
-                if (clickedButton.Type == AppNotificationButtonType.Dismiss || clickedButton.DismissOnClick)
-                {
-                    DismissClicked();
-                }
+            if (clickedButton.Type == AppNotificationButtonType.Dismiss || clickedButton.DismissOnClick)
+            {
+                DismissClicked();
             }
         }
     }
diff --git a/StabilityMatrix.Core/Models/Notifications/AppNotification.cs b/StabilityMatrix.Core/Models/Notifications/AppNotification.cs
index 462c5750d..81a86ad52 100644
--- a/StabilityMatrix.Core/Models/Notifications/AppNotification.cs
+++ b/StabilityMatrix.Core/Models/Notifications/AppNotification.cs
@@ -184,7 +184,23 @@ public enum AppNotificationButtonType
 [JsonConverter(typeof(JsonStringEnumConverter<AppNotificationButtonStyle>))]
 public enum AppNotificationButtonStyle
 {
+    /// <summary>
+    /// Maps to the ContentDialog Primary button (accent-colored).
+    /// </summary>
     Primary,
+
+    /// <summary>
+    /// Maps to the ContentDialog Secondary button.
+    /// </summary>
     Secondary,
+
+    /// <summary>
+    /// Maps to the ContentDialog Close button (subtle / cancel styling).
+    /// </summary>
+    Close,
+
+    /// <summary>
+    /// Maps to the ContentDialog Primary button with accent style override.
+    /// </summary>
     Accent,
 }

From 7a2a9066cdb5ca92af29bcb293461371c29a4d39 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Fri, 3 Apr 2026 22:12:13 -0700
Subject: [PATCH 110/218] Optionally delay notifications until after
 first-launch setup

Add a RequireSetupComplete flag to AppNotification and update AppNotificationService to skip any notification that requires setup completion until settings.FirstLaunchSetupComplete is true. Mark FirstLaunchSetupComplete in MainWindowViewModel after the initial notification check so these notifications are deferred to the next session.
---
 StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs | 7 +++++++
 .../Models/Notifications/AppNotification.cs                | 7 +++++++
 StabilityMatrix.Core/Services/AppNotificationService.cs    | 4 ++++
 3 files changed, 18 insertions(+)

diff --git a/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs
index ae318271d..d57b8d420 100644
--- a/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs
@@ -321,6 +321,13 @@ await Dispatcher.UIThread.InvokeAsync(() =>
             })
             .SafeFireAndForget();
 
+        // Mark first-launch setup as complete (after notification check so that notifications
+        // with requireSetupComplete are deferred until the next session)
+        if (!settingsManager.Settings.FirstLaunchSetupComplete)
+        {
+            settingsManager.Transaction(s => s.FirstLaunchSetupComplete = true);
+        }
+
         // Periodic launch stats
         if (
             settingsManager.Settings.Analytics.IsUsageDataEnabled
diff --git a/StabilityMatrix.Core/Models/Notifications/AppNotification.cs b/StabilityMatrix.Core/Models/Notifications/AppNotification.cs
index 81a86ad52..d1d292847 100644
--- a/StabilityMatrix.Core/Models/Notifications/AppNotification.cs
+++ b/StabilityMatrix.Core/Models/Notifications/AppNotification.cs
@@ -52,6 +52,13 @@ public record AppNotification
     /// </summary>
     public string? MaxVersion { get; init; }
 
+    /// <summary>
+    /// When true, the notification is only shown after first-launch setup has been completed
+    /// in a previous session. This prevents showing notifications during or immediately after
+    /// the first-launch setup flow.
+    /// </summary>
+    public bool RequireSetupComplete { get; init; }
+
     /// <summary>
     /// Visual style for the banner.
     /// </summary>
diff --git a/StabilityMatrix.Core/Services/AppNotificationService.cs b/StabilityMatrix.Core/Services/AppNotificationService.cs
index b307cf20b..388d8ba2b 100644
--- a/StabilityMatrix.Core/Services/AppNotificationService.cs
+++ b/StabilityMatrix.Core/Services/AppNotificationService.cs
@@ -213,6 +213,10 @@ n.EndDate is null || n.EndDate > now
                         return false;
                 }
 
+                // First-launch setup check, delay notification until a subsequent session
+                if (n.RequireSetupComplete && !(settingsManager.Settings.FirstLaunchSetupComplete))
+                    return false;
+
                 // Locale check — must have a resolvable message
                 if (ResolveLocalizedString(n.Message) is null)
                     return false;

From 527161595caf561480d0d2e1747e1abaf04d5481 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Sat, 4 Apr 2026 14:40:50 -0700
Subject: [PATCH 111/218] chagenlog

---
 CHANGELOG.md | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 98c7b0b15..ee9be313b 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,9 +8,14 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 ## v2.16.0-dev.3
 ### Added
 - Added single-instance window activation signaling so reopening the app restores and focuses the existing desktop window instead of launching a duplicate instance
+- Added notification system with localizable banner and markdown detail dialog UI
 ### Fixed
 - Fixed an issue where `Align Your Steps` scheduler and Unet Loader workflows ignored Regional Prompting (and other addon) conditioning modifiers.
 - Potentially fixed [#1578](https://github.com/LykosAI/StabilityMatrix/issues/1578) - `SocketException: Address already in use` on Linux startup by cleaning stale interprocess socket files and reactivating the existing window
+- Fixed bold text not rendering in markdown dialogs on Windows 11 due to Avalonia 11.3.x variable font regression with Segoe UI Variable Text
+- Fixed Japanese text appearing compressed/squished in markdown dialogs by ensuring the bundled NotoSansJP font is used for CTextBlock rendering
+- Fixed ContentDialog title and buttons not using the correct font for Japanese locale (NotoSansJP) when shown as overlay
+- Added missing `CBold` and `CItalic` inline styles to the markdown style sheet
 
 ## v2.16.0-pre.1
 ### Added

From 598d079445668eefc8df28120081aafed5ba4133 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Tue, 7 Apr 2026 00:37:58 -0700
Subject: [PATCH 112/218] Add OneDrive folder warning and fix download issues

Add warning in data directory selector when a OneDrive folder is
selected, explaining that file syncing can break Git, Python venvs,
and package installations.

Fix downloads failing with "The request message was already sent" by
moving HttpRequestMessage creation inside the retry loop. Resolve
redirect target URLs for cross-domain auth (e.g. CivArchive to
CivitAI/HuggingFace). Fall back to Content-Length when Content-Range
header is absent to fix progress bar showing 100% immediately.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
---
 CHANGELOG.md                                  |   4 +
 .../Languages/Resources.Designer.cs           |   9 +
 .../Languages/Resources.resx                  |   3 +
 .../Dialogs/SelectDataDirectoryViewModel.cs   |  78 ++++++++
 .../Dialogs/SelectDataDirectoryDialog.axaml   | 178 ++++++++++--------
 .../Services/DownloadService.cs               |  25 ++-
 6 files changed, 212 insertions(+), 85 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index ee9be313b..4e570ec41 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,6 +9,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 ### Added
 - Added single-instance window activation signaling so reopening the app restores and focuses the existing desktop window instead of launching a duplicate instance
 - Added notification system with localizable banner and markdown detail dialog UI
+- Added warning in data directory selector when an OneDrive folder is selected
 ### Fixed
 - Fixed an issue where `Align Your Steps` scheduler and Unet Loader workflows ignored Regional Prompting (and other addon) conditioning modifiers.
 - Potentially fixed [#1578](https://github.com/LykosAI/StabilityMatrix/issues/1578) - `SocketException: Address already in use` on Linux startup by cleaning stale interprocess socket files and reactivating the existing window
@@ -16,6 +17,9 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Fixed Japanese text appearing compressed/squished in markdown dialogs by ensuring the bundled NotoSansJP font is used for CTextBlock rendering
 - Fixed ContentDialog title and buttons not using the correct font for Japanese locale (NotoSansJP) when shown as overlay
 - Added missing `CBold` and `CItalic` inline styles to the markdown style sheet
+- Fixed download progress bar showing 100% immediately for fresh downloads due to missing Content-Length fallback when Content-Range header is absent
+- Fixed downloads failing with "The request message was already sent" when the server doesn't return Content-Length on the first attempt, caused by reusing a consumed HttpRequestMessage in the retry loop
+- Fixed downloads from sources that redirect to CivitAI/HuggingFace (e.g. CivArchive) failing with Unauthorized by resolving the redirect target URL and applying auth headers for the correct domain
 
 ## v2.16.0-pre.1
 ### Added
diff --git a/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs b/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs
index 457069730..70d56f7ad 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs
+++ b/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs
@@ -4128,6 +4128,15 @@ public static string Warning_PleaseExtractFirst {
                 return ResourceManager.GetString("Warning_PleaseExtractFirst", resourceCulture);
             }
         }
+
+        /// <summary>
+        ///   Looks up a localized string similar to OneDrive folders are not recommended — file syncing can break Git, Python venvs, and package installations..
+        /// </summary>
+        public static string Warning_OneDriveFolder {
+            get {
+                return ResourceManager.GetString("Warning_OneDriveFolder", resourceCulture);
+            }
+        }
         
         /// <summary>
         ///   Looks up a localized string similar to Enter package name.
diff --git a/StabilityMatrix.Avalonia/Languages/Resources.resx b/StabilityMatrix.Avalonia/Languages/Resources.resx
index 2d83d3c55..e83a20a7f 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.resx
+++ b/StabilityMatrix.Avalonia/Languages/Resources.resx
@@ -1128,6 +1128,9 @@
   <data name="Warning_PleaseExtractFirst" xml:space="preserve">
     <value>PLEASE EXTRACT THE APP FROM THE ZIP FILE BEFORE RUNNING STABILITY MATRIX</value>
   </data>
+  <data name="Warning_OneDriveFolder" xml:space="preserve">
+    <value>OneDrive folders are not recommended — file syncing can break Git, Python venvs, and package installations.</value>
+  </data>
   <data name="Label_HistorySize" xml:space="preserve">
     <value>History Size</value>
   </data>
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/SelectDataDirectoryViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/SelectDataDirectoryViewModel.cs
index 4ddd0ffd9..d8e3e1df7 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/SelectDataDirectoryViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/SelectDataDirectoryViewModel.cs
@@ -43,6 +43,7 @@ public partial class SelectDataDirectoryViewModel : ContentDialogViewModelBase
 
     [ObservableProperty]
     [NotifyPropertyChangedFor(nameof(IsInTempFolder))]
+    [NotifyPropertyChangedFor(nameof(IsInOneDriveFolder))]
     private string dataDirectory = DefaultInstallLocation;
 
     [ObservableProperty]
@@ -68,6 +69,8 @@ public partial class SelectDataDirectoryViewModel : ContentDialogViewModelBase
                 StringComparison.OrdinalIgnoreCase
             );
 
+    public bool IsInOneDriveFolder => IsPathInOneDrive(DataDirectory);
+
     public RefreshBadgeViewModel ValidatorRefreshBadge { get; } =
         new()
         {
@@ -200,4 +203,79 @@ private bool IsDriveFat(string path)
             return false;
         }
     }
+
+    private static bool IsPathInOneDrive(string? path)
+    {
+        if (string.IsNullOrWhiteSpace(path))
+            return false;
+
+        if (!TryGetFullPath(path, out var fullPath))
+            return false;
+
+        foreach (var oneDriveRoot in GetOneDriveRoots())
+        {
+            if (
+                fullPath.StartsWith(
+                    EnsureTrailingDirectorySeparator(oneDriveRoot),
+                    StringComparison.OrdinalIgnoreCase
+                )
+            )
+            {
+                return true;
+            }
+        }
+
+        var userProfile = Environment.GetFolderPath(Environment.SpecialFolder.UserProfile);
+        if (!TryGetFullPath(userProfile, out var fullUserProfile))
+            return false;
+
+        if (
+            !fullPath.StartsWith(
+                EnsureTrailingDirectorySeparator(fullUserProfile),
+                StringComparison.OrdinalIgnoreCase
+            )
+        )
+        {
+            return false;
+        }
+
+        var relativePath = Path.GetRelativePath(fullUserProfile, fullPath);
+        var segments = relativePath.Split(
+            [Path.DirectorySeparatorChar, Path.AltDirectorySeparatorChar],
+            StringSplitOptions.RemoveEmptyEntries
+        );
+
+        return segments.Any(segment => segment.StartsWith("OneDrive", StringComparison.OrdinalIgnoreCase));
+    }
+
+    private static IEnumerable<string> GetOneDriveRoots()
+    {
+        return new[] { "OneDrive", "OneDriveConsumer", "OneDriveCommercial" }
+            .Select(Environment.GetEnvironmentVariable)
+            .Where(path => !string.IsNullOrWhiteSpace(path))
+            .Select(path => Path.GetFullPath(path!))
+            .Distinct(StringComparer.OrdinalIgnoreCase)
+            .Select(EnsureTrailingDirectorySeparator);
+    }
+
+    private static string EnsureTrailingDirectorySeparator(string path)
+    {
+        return path.EndsWith(Path.DirectorySeparatorChar) || path.EndsWith(Path.AltDirectorySeparatorChar)
+            ? path
+            : path + Path.DirectorySeparatorChar;
+    }
+
+    private static bool TryGetFullPath(string? path, out string fullPath)
+    {
+        try
+        {
+            fullPath = EnsureTrailingDirectorySeparator(Path.GetFullPath(path!));
+            return true;
+        }
+        catch
+        {
+            fullPath = string.Empty;
+            return false;
+        }
+    }
 }
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/SelectDataDirectoryDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/SelectDataDirectoryDialog.axaml
index 7260fb4ee..36168ab92 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/SelectDataDirectoryDialog.axaml
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/SelectDataDirectoryDialog.axaml
@@ -1,138 +1,160 @@
-<controls:UserControlBase xmlns="https://github.com/avaloniaui"
-                          xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
-                          xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
-                          xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
-                          xmlns:dialogs="clr-namespace:StabilityMatrix.Avalonia.ViewModels.Dialogs"
-                          xmlns:ui="using:FluentAvalonia.UI.Controls"
-                          xmlns:mocks="clr-namespace:StabilityMatrix.Avalonia.DesignData"
-                          xmlns:controls="clr-namespace:StabilityMatrix.Avalonia.Controls"
-                          xmlns:lang="clr-namespace:StabilityMatrix.Avalonia.Languages"
-                          d:DataContext="{x:Static mocks:DesignData.SelectDataDirectoryViewModel}"
-                          x:DataType="dialogs:SelectDataDirectoryViewModel"
-                          x:CompileBindings="True"
-                          mc:Ignorable="d" d:DesignWidth="800" d:DesignHeight="550"
-                          x:Class="StabilityMatrix.Avalonia.Views.Dialogs.SelectDataDirectoryDialog">
-    
-    <Grid RowDefinitions="Auto,Auto,Auto,*,*"
-          Margin="16,0,16,16"
-          MinHeight="450"
-          MaxWidth="700" >
-        
+<controls:UserControlBase
+    x:Class="StabilityMatrix.Avalonia.Views.Dialogs.SelectDataDirectoryDialog"
+    xmlns="https://github.com/avaloniaui"
+    xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+    xmlns:controls="clr-namespace:StabilityMatrix.Avalonia.Controls"
+    xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
+    xmlns:dialogs="clr-namespace:StabilityMatrix.Avalonia.ViewModels.Dialogs"
+    xmlns:lang="clr-namespace:StabilityMatrix.Avalonia.Languages"
+    xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
+    xmlns:mocks="clr-namespace:StabilityMatrix.Avalonia.DesignData"
+    xmlns:ui="using:FluentAvalonia.UI.Controls"
+    d:DataContext="{x:Static mocks:DesignData.SelectDataDirectoryViewModel}"
+    d:DesignHeight="550"
+    d:DesignWidth="800"
+    x:CompileBindings="True"
+    x:DataType="dialogs:SelectDataDirectoryViewModel"
+    mc:Ignorable="d">
+
+    <Grid
+        MinHeight="450"
+        MaxWidth="700"
+        Margin="16,0,16,16"
+        RowDefinitions="Auto,Auto,Auto,*,*">
+
         <StackPanel Orientation="Vertical">
-            <TextBlock Text="{x:Static lang:Resources.Text_WelcomeToStabilityMatrix}"
-                       TextWrapping="Wrap"
-                       Margin="8,0,8,0"
-                       VerticalAlignment="Center" HorizontalAlignment="Center"
-                       FontSize="36" FontWeight="Light" />
-            <TextBlock Text="{x:Static lang:Resources.Label_PleaseSelectDataDirectory}"
-                       TextWrapping="Wrap"
-                       Margin="8,4,8,0"
-                       VerticalAlignment="Center" HorizontalAlignment="Center"
-                       FontSize="20" FontWeight="Light" />
             <TextBlock
-                Text="{x:Static lang:Resources.Label_DataDirectoryExplanation}"
-                TextWrapping="Wrap"
-                Foreground="LightGray"
+                Margin="8,0,8,0"
+                HorizontalAlignment="Center"
+                VerticalAlignment="Center"
+                FontSize="36"
+                FontWeight="Light"
+                Text="{x:Static lang:Resources.Text_WelcomeToStabilityMatrix}"
+                TextWrapping="Wrap" />
+            <TextBlock
+                Margin="8,4,8,0"
+                HorizontalAlignment="Center"
+                VerticalAlignment="Center"
+                FontSize="20"
+                FontWeight="Light"
+                Text="{x:Static lang:Resources.Label_PleaseSelectDataDirectory}"
+                TextWrapping="Wrap" />
+            <TextBlock
+                Margin="0,8,0,0"
                 FontSize="14"
                 FontWeight="Light"
+                Foreground="LightGray"
+                Text="{x:Static lang:Resources.Label_DataDirectoryExplanation}"
                 TextAlignment="Center"
-                Margin="0,8,0,0" />
+                TextWrapping="Wrap" />
         </StackPanel>
-        
+
 
         <StackPanel Grid.Row="1" Margin="0,0,0,16">
             <Label
+                Margin="0,16,0,0"
                 Content="{x:Static lang:Resources.Label_DataDirectory}"
-                FontSize="13"
-                Margin="0,16,0,0" />
-            
+                FontSize="13" />
+
             <Grid ColumnDefinitions="*,Auto">
 
                 <TextBox
                     Height="36"
-                    IsEnabled="{Binding !IsPortableMode}"
                     Margin="0,0,8,0"
-                    Watermark="{Binding DefaultInstallLocation}"
+                    VerticalAlignment="Stretch"
+                    IsEnabled="{Binding !IsPortableMode}"
                     Text="{Binding DataDirectory}"
-                    VerticalAlignment="Stretch" />
+                    Watermark="{Binding DefaultInstallLocation}" />
 
                 <Button
-                    Command="{Binding ShowFolderBrowserDialogCommand}"
                     Grid.Column="1"
                     Height="36"
                     HorizontalAlignment="Stretch"
+                    Command="{Binding ShowFolderBrowserDialogCommand}"
                     IsEnabled="{Binding !IsPortableMode}">
                     <ui:SymbolIcon Symbol="OpenFolder" />
                 </Button>
             </Grid>
 
             <TextBlock
-                Text="{x:Static lang:Resources.Label_FatWarning}"
-                TextWrapping="Wrap"
+                Margin="0,8,0,0"
+                FontSize="14"
                 Foreground="Yellow"
                 IsVisible="{Binding ShowFatWarning}"
-                FontSize="14"
-                Margin="0,8,0,0" />
-            
+                Text="{x:Static lang:Resources.Label_FatWarning}"
+                TextWrapping="Wrap" />
+
             <TextBlock
-                Text="{x:Static lang:Resources.Warning_PleaseExtractFirst}"
-                TextWrapping="Wrap"
-                TextAlignment="Center"
-                Foreground="Red"
+                Margin="0,8,0,0"
                 FontSize="28"
+                Foreground="Red"
                 IsVisible="{Binding IsInTempFolder}"
-                Margin="0,8,0,0" />
+                Text="{x:Static lang:Resources.Warning_PleaseExtractFirst}"
+                TextAlignment="Center"
+                TextWrapping="Wrap" />
+
+            <TextBlock
+                Margin="0,8,0,0"
+                FontSize="16"
+                Foreground="Orange"
+                IsVisible="{Binding IsInOneDriveFolder}"
+                Text="{x:Static lang:Resources.Warning_OneDriveFolder}"
+                TextAlignment="Center"
+                TextWrapping="Wrap" />
         </StackPanel>
-        
+
         <StackPanel Grid.Row="2" Orientation="Vertical">
             <CheckBox
+                Margin="0,8,0,0"
                 Content="{x:Static lang:Resources.Label_PortableMode}"
-                IsChecked="{Binding IsPortableMode, Mode=TwoWay}"
-                Margin="0,8,0,0" />
+                IsChecked="{Binding IsPortableMode, Mode=TwoWay}" />
 
             <ui:InfoBar
-                IsClosable="False"
-                IsOpen="True"
-                FontSize="13"
+                Title="{x:Static lang:Resources.Label_PortableModeExplanation}"
                 Margin="0,8,0,0"
                 Padding="16"
-                Title="{x:Static lang:Resources.Label_PortableModeExplanation}" />
+                FontSize="13"
+                IsClosable="False"
+                IsOpen="True" />
         </StackPanel>
 
         <!--  Indicator of existing or new data directory  -->
         <StackPanel
             Grid.Row="3"
-            HorizontalAlignment="Center"
             Margin="8,0,8,0"
-            Orientation="Horizontal"
-            IsVisible="{Binding IsStatusBadgeVisible}">
+            HorizontalAlignment="Center"
+            IsVisible="{Binding IsStatusBadgeVisible}"
+            Orientation="Horizontal">
             <controls:RefreshBadge DataContext="{Binding ValidatorRefreshBadge}" />
             <TextBlock
+                VerticalAlignment="Center"
                 FontSize="14"
-                Text="{Binding DirectoryStatusText}"
-                VerticalAlignment="Center" />
+                Text="{Binding DirectoryStatusText}" />
         </StackPanel>
 
-        <UniformGrid Grid.Row="4" HorizontalAlignment="Center" VerticalAlignment="Bottom"
-                     Margin="0,8,0,0">
+        <UniformGrid
+            Grid.Row="4"
+            Margin="0,8,0,0"
+            HorizontalAlignment="Center"
+            VerticalAlignment="Bottom">
             <Button
-                Content="{x:Static lang:Resources.Action_Cancel}"
-                IsDefault="True"
+                Padding="16,8"
+                HorizontalAlignment="Center"
                 Command="{Binding OnCloseButtonClick}"
+                Content="{x:Static lang:Resources.Action_Cancel}"
                 FontSize="16"
-                HorizontalAlignment="Center"
-                Padding="16,8" />
+                IsDefault="True" />
             <Button
-                Content="{x:Static lang:Resources.Action_Continue}"
-                IsDefault="True"
+                Padding="16,8"
+                HorizontalAlignment="Center"
+                Classes="success"
                 Command="{Binding OnPrimaryButtonClick}"
+                Content="{x:Static lang:Resources.Action_Continue}"
                 FontSize="16"
-                Classes="success"
-                HorizontalAlignment="Center"
-                IsEnabled="{Binding IsDirectoryValid}"
-                Padding="16,8" />
+                IsDefault="True"
+                IsEnabled="{Binding IsDirectoryValid}" />
         </UniformGrid>
-        
+
     </Grid>
-    
+
 </controls:UserControlBase>
diff --git a/StabilityMatrix.Core/Services/DownloadService.cs b/StabilityMatrix.Core/Services/DownloadService.cs
index 55426bac1..59ec5ab76 100644
--- a/StabilityMatrix.Core/Services/DownloadService.cs
+++ b/StabilityMatrix.Core/Services/DownloadService.cs
@@ -171,20 +171,22 @@ public async Task ResumeDownloadToFileAsync(
         // Total of the original content
         long originalContentLength = 0;
 
-        using var noRedirectRequest = new HttpRequestMessage();
-        noRedirectRequest.Method = HttpMethod.Get;
-        noRedirectRequest.RequestUri = new Uri(downloadUrl);
-        noRedirectRequest.Headers.Range = new RangeHeaderValue(existingFileSize, null);
-
         HttpResponseMessage? response = null;
         foreach (
             var delay in Backoff.DecorrelatedJitterBackoffV2(TimeSpan.FromMilliseconds(50), retryCount: 4)
         )
         {
+            using var noRedirectRequest = new HttpRequestMessage();
+            noRedirectRequest.Method = HttpMethod.Get;
+            noRedirectRequest.RequestUri = new Uri(downloadUrl);
+            noRedirectRequest.Headers.Range = new RangeHeaderValue(existingFileSize, null);
+
             var noRedirectResponse = await noRedirectClient
                 .SendAsync(noRedirectRequest, HttpCompletionOption.ResponseHeadersRead, cancellationToken)
                 .ConfigureAwait(false);
 
+            // Resolve redirect target URL for cross-domain auth (e.g. civarchive → civitai)
+            var effectiveDownloadUrl = downloadUrl;
             if ((int)noRedirectResponse.StatusCode > 299 && (int)noRedirectResponse.StatusCode < 400)
             {
                 var redirectUrl = noRedirectResponse.Headers.Location?.ToString();
@@ -192,6 +194,14 @@ var delay in Backoff.DecorrelatedJitterBackoffV2(TimeSpan.FromMilliseconds(50),
                 {
                     throw new UnauthorizedAccessException();
                 }
+
+                // Use the redirect target for the actual download so auth headers
+                // are applied for the correct domain
+                if (!string.IsNullOrWhiteSpace(redirectUrl))
+                {
+                    effectiveDownloadUrl = redirectUrl;
+                    await AddConditionalHeaders(client, new Uri(effectiveDownloadUrl)).ConfigureAwait(false);
+                }
             }
             else if (noRedirectResponse.StatusCode == HttpStatusCode.Unauthorized)
             {
@@ -231,7 +241,7 @@ var delay in Backoff.DecorrelatedJitterBackoffV2(TimeSpan.FromMilliseconds(50),
 
             using var redirectRequest = new HttpRequestMessage();
             redirectRequest.Method = HttpMethod.Get;
-            redirectRequest.RequestUri = new Uri(downloadUrl);
+            redirectRequest.RequestUri = new Uri(effectiveDownloadUrl);
             redirectRequest.Headers.Range = new RangeHeaderValue(existingFileSize, null);
 
             response = await client
@@ -239,7 +249,8 @@ var delay in Backoff.DecorrelatedJitterBackoffV2(TimeSpan.FromMilliseconds(50),
                 .ConfigureAwait(false);
 
             remainingContentLength = response.Content.Headers.ContentLength ?? 0;
-            originalContentLength = response.Content.Headers.ContentRange?.Length.GetValueOrDefault() ?? 0;
+            originalContentLength =
+                response.Content.Headers.ContentRange?.Length.GetValueOrDefault() ?? remainingContentLength;
 
             if (remainingContentLength > 0)
                 break;

From 71bc27aad75389ea6b05da7ea2b8c5dbf9aa4788 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Tue, 7 Apr 2026 00:42:50 -0700
Subject: [PATCH 113/218] Add CivArchive model browser

Add CivArchive as a new model browser source with search, details page,
image viewer, version selector, trigger words display, and in-app
downloads with tracked progress.

Includes API client, view models, views, settings persistence, and
tests (unit + UI).

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
---
 CHANGELOG.md                                  |    1 +
 .../CivArchiveBrowserViewModel.cs             |  468 ++
 .../CivArchiveDetailsPageViewModel.cs         |  367 +
 .../ViewModels/CheckpointBrowserViewModel.cs  |    8 +-
 .../Views/CivArchiveBrowserPage.axaml         |  332 +
 .../Views/CivArchiveBrowserPage.axaml.cs      |   43 +
 .../Views/CivArchiveDetailsPage.axaml         |  432 ++
 .../Views/CivArchiveDetailsPage.axaml.cs      |   26 +
 .../Api/CivArchiveApiClient.cs                |  493 ++
 .../Api/Handlers/RequestLoggingHandler.cs     |   21 +
 .../Api/ICivArchiveApiClient.cs               |   17 +
 .../Models/Api/CivArchive/CivArchiveEnums.cs  |  194 +
 .../Api/CivArchive/CivArchiveModelDetails.cs  |  317 +
 .../Api/CivArchive/CivArchiveSearchFilters.cs |   20 +
 .../CivArchive/CivArchiveSearchResponse.cs    |  151 +
 .../Api/CivArchive/JsonNodeIdWrapper.cs       |   35 +
 .../Models/ConnectedModelSource.cs            |    3 +-
 .../Settings/CivArchiveBrowserOptions.cs      |   19 +
 .../Models/Settings/Settings.cs               |    3 +
 .../CivArchiveBrowserViewModelTests.cs        |  207 +
 .../Core/CivArchiveApiClientTests.cs          |  174 +
 .../Fakes/TestCivArchiveApiClient.cs          |  139 +
 .../ModelBrowser/CivArchiveBrowserTests.cs    |   49 +
 ....MainWindowViewModel_ShouldOk.received.txt |   25 +
 ...owTests.MainWindow_ShouldOpen.received.png |  Bin 0 -> 188579 bytes
 ...owTests.MainWindow_ShouldOpen.received.txt | 6020 +++++++++++++++++
 StabilityMatrix.UITests/TestAppBuilder.cs     |   46 +-
 27 files changed, 9598 insertions(+), 12 deletions(-)
 create mode 100644 StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs
 create mode 100644 StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
 create mode 100644 StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml
 create mode 100644 StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml.cs
 create mode 100644 StabilityMatrix.Avalonia/Views/CivArchiveDetailsPage.axaml
 create mode 100644 StabilityMatrix.Avalonia/Views/CivArchiveDetailsPage.axaml.cs
 create mode 100644 StabilityMatrix.Core/Api/CivArchiveApiClient.cs
 create mode 100644 StabilityMatrix.Core/Api/Handlers/RequestLoggingHandler.cs
 create mode 100644 StabilityMatrix.Core/Api/ICivArchiveApiClient.cs
 create mode 100644 StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveEnums.cs
 create mode 100644 StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveModelDetails.cs
 create mode 100644 StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveSearchFilters.cs
 create mode 100644 StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveSearchResponse.cs
 create mode 100644 StabilityMatrix.Core/Models/Api/CivArchive/JsonNodeIdWrapper.cs
 create mode 100644 StabilityMatrix.Core/Models/Settings/CivArchiveBrowserOptions.cs
 create mode 100644 StabilityMatrix.Tests/Avalonia/CivArchiveBrowserViewModelTests.cs
 create mode 100644 StabilityMatrix.Tests/Core/CivArchiveApiClientTests.cs
 create mode 100644 StabilityMatrix.UITests/Fakes/TestCivArchiveApiClient.cs
 create mode 100644 StabilityMatrix.UITests/ModelBrowser/CivArchiveBrowserTests.cs
 create mode 100644 StabilityMatrix.UITests/Snapshots/MainWindowTests.MainWindowViewModel_ShouldOk.received.txt
 create mode 100644 StabilityMatrix.UITests/Snapshots/MainWindowTests.MainWindow_ShouldOpen.received.png
 create mode 100644 StabilityMatrix.UITests/Snapshots/MainWindowTests.MainWindow_ShouldOpen.received.txt

diff --git a/CHANGELOG.md b/CHANGELOG.md
index ee9be313b..7787c4fff 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,6 +9,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 ### Added
 - Added single-instance window activation signaling so reopening the app restores and focuses the existing desktop window instead of launching a duplicate instance
 - Added notification system with localizable banner and markdown detail dialog UI
+- Added CivArchive model browser with details page, image viewer, version selector, trigger words, and in-app downloads with tracked progress
 ### Fixed
 - Fixed an issue where `Align Your Steps` scheduler and Unet Loader workflows ignored Regional Prompting (and other addon) conditioning modifiers.
 - Potentially fixed [#1578](https://github.com/LykosAI/StabilityMatrix/issues/1578) - `SocketException: Address already in use` on Linux startup by cleaning stale interprocess socket files and reactivating the existing window
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs
new file mode 100644
index 000000000..059e386c6
--- /dev/null
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs
@@ -0,0 +1,468 @@
+using System.Collections.ObjectModel;
+using System.ComponentModel;
+using CommunityToolkit.Mvvm.ComponentModel;
+using CommunityToolkit.Mvvm.Input;
+using FluentAvalonia.UI.Controls;
+using Injectio.Attributes;
+using StabilityMatrix.Avalonia.Animations;
+using StabilityMatrix.Avalonia.Models;
+using StabilityMatrix.Avalonia.Services;
+using StabilityMatrix.Avalonia.ViewModels.Base;
+using StabilityMatrix.Avalonia.ViewModels.CheckpointManager;
+using StabilityMatrix.Avalonia.Views;
+using StabilityMatrix.Core.Api;
+using StabilityMatrix.Core.Attributes;
+using StabilityMatrix.Core.Models.Api.CivArchive;
+using StabilityMatrix.Core.Models.Settings;
+using StabilityMatrix.Core.Processes;
+using StabilityMatrix.Core.Services;
+
+namespace StabilityMatrix.Avalonia.ViewModels.CheckpointBrowser;
+
+[View(typeof(CivArchiveBrowserPage))]
+[RegisterSingleton<CivArchiveBrowserViewModel>]
+public sealed partial class CivArchiveBrowserViewModel(
+    ICivArchiveApiClient civArchiveApiClient,
+    ISettingsManager settingsManager,
+    IServiceManager<ViewModelBase> viewModelFactory,
+    INavigationService<MainWindowViewModel> navigationService
+) : TabViewModelBase, IInfinitelyScroll
+{
+    private bool suppressSearch;
+    private bool filterOptionsLoaded;
+    private int currentPage = 1;
+    private int totalHits;
+
+    [ObservableProperty]
+    private ObservableCollection<CivArchiveSearchResult> results = [];
+
+    [ObservableProperty]
+    private ObservableCollection<BaseModelOptionViewModel> allModelTypes = [];
+
+    [ObservableProperty]
+    private ObservableCollection<BaseModelOptionViewModel> allBaseModels = [];
+
+    [ObservableProperty]
+    private string searchQuery = string.Empty;
+
+    [ObservableProperty]
+    private string tagQuery = string.Empty;
+
+    [ObservableProperty]
+    private string usernameQuery = string.Empty;
+
+    [ObservableProperty]
+    private bool isLoading;
+
+    [ObservableProperty]
+    private bool noResultsFound;
+
+    [ObservableProperty]
+    private bool hasSearched;
+
+    [ObservableProperty]
+    private string noResultsText = "No results found";
+
+    [ObservableProperty]
+    private NamedOption<CivArchivePlatformOption>? selectedPlatform;
+
+    [ObservableProperty]
+    private NamedOption<CivArchiveSortOption>? selectedSort;
+
+    [ObservableProperty]
+    private NamedOption<CivArchivePeriodOption>? selectedPeriod;
+
+    [ObservableProperty]
+    private NamedOption<CivArchiveRatingOption>? selectedRating;
+
+    [ObservableProperty]
+    private NamedOption<CivArchivePlatformStatusOption>? selectedPlatformStatus;
+
+    [ObservableProperty]
+    private NamedOption<CivArchiveKindOption>? selectedKind;
+
+    public IReadOnlyList<NamedOption<CivArchivePlatformOption>> AllPlatforms { get; } =
+        [
+            new("All Platforms", CivArchivePlatformOption.All),
+            new("CivitAI", CivArchivePlatformOption.Civitai),
+            new("TensorArt", CivArchivePlatformOption.Tensorart),
+            new("TensorHub", CivArchivePlatformOption.Tensorhub),
+            new("SeaArt", CivArchivePlatformOption.Seaart),
+            new("Civision", CivArchivePlatformOption.Civision),
+            new("PixAI", CivArchivePlatformOption.Pixai),
+            new("Tungsten", CivArchivePlatformOption.Tungsten),
+            new("Yodayo", CivArchivePlatformOption.Yodayo),
+            new("Moescape", CivArchivePlatformOption.Moescape),
+            new("Shakker", CivArchivePlatformOption.Shakker),
+            new("HuggingFace", CivArchivePlatformOption.Huggingface),
+            new("ModelScope", CivArchivePlatformOption.Modelscope),
+            new("ModelScope CN", CivArchivePlatformOption.ModelscopeCn),
+        ];
+
+    public IReadOnlyList<NamedOption<CivArchiveSortOption>> AllSorts { get; } =
+        [
+            new("Top", CivArchiveSortOption.Top),
+            new("Newest", CivArchiveSortOption.Newest),
+            new("Oldest", CivArchiveSortOption.Oldest),
+            new("Relevance", CivArchiveSortOption.Relevance),
+            new("Deleted Newest", CivArchiveSortOption.DeletedNewest),
+            new("Deleted Oldest", CivArchiveSortOption.DeletedOldest),
+        ];
+
+    public IReadOnlyList<NamedOption<CivArchivePeriodOption>> AllPeriods { get; } =
+        [
+            new("All", CivArchivePeriodOption.All),
+            new("Week", CivArchivePeriodOption.Week),
+            new("Month", CivArchivePeriodOption.Month),
+            new("Quarter", CivArchivePeriodOption.Quarter),
+            new("Half", CivArchivePeriodOption.Half),
+            new("Year", CivArchivePeriodOption.Year),
+        ];
+
+    public IReadOnlyList<NamedOption<CivArchiveRatingOption>> AllRatings { get; } =
+        [
+            new("Safe", CivArchiveRatingOption.Safe),
+            new("All", CivArchiveRatingOption.All),
+            new("Explicit", CivArchiveRatingOption.Explicit),
+        ];
+
+    public IReadOnlyList<NamedOption<CivArchivePlatformStatusOption>> AllPlatformStatuses { get; } =
+        [
+            new("All", CivArchivePlatformStatusOption.All),
+            new("Available", CivArchivePlatformStatusOption.Available),
+            new("Deleted", CivArchivePlatformStatusOption.Deleted),
+        ];
+
+    public IReadOnlyList<NamedOption<CivArchiveKindOption>> AllKinds { get; } =
+        [
+            new("All", CivArchiveKindOption.All),
+            new("Version", CivArchiveKindOption.Version),
+            new("User", CivArchiveKindOption.User),
+            new("File", CivArchiveKindOption.File),
+        ];
+
+    public override string Header => "CivArchive";
+
+    public override void OnLoaded()
+    {
+        if (!ViewModelState.HasFlag(ViewModelState.InitialLoaded))
+        {
+            RestoreSettings();
+        }
+
+        base.OnLoaded();
+    }
+
+    protected override async Task OnInitialLoadedAsync()
+    {
+        await base.OnInitialLoadedAsync();
+        await SearchModels();
+    }
+
+    [RelayCommand]
+    private async Task SearchModels(bool isInfiniteScroll = false)
+    {
+        if (IsLoading)
+        {
+            return;
+        }
+
+        if (!isInfiniteScroll)
+        {
+            currentPage = 1;
+            totalHits = 0;
+            Results.Clear();
+        }
+
+        var filters = BuildFilters(isInfiniteScroll ? currentPage + 1 : currentPage);
+
+        IsLoading = true;
+        NoResultsFound = false;
+        NoResultsText = "No results found";
+
+        try
+        {
+            var response = await civArchiveApiClient.SearchAsync(filters);
+
+            if (!filterOptionsLoaded)
+            {
+                ApplyFilterOptions(response.FilterOptions);
+                filterOptionsLoaded = true;
+
+                if (!isInfiniteScroll && suppressSearch)
+                {
+                    suppressSearch = false;
+                    response = await civArchiveApiClient.SearchAsync(BuildFilters(currentPage));
+                }
+            }
+
+            totalHits = response.TotalHits;
+            currentPage = response.EffectiveFilters.Page;
+
+            foreach (var item in response.Results)
+            {
+                if (isInfiniteScroll && Results.Any(existing => existing.Id == item.Id))
+                {
+                    continue;
+                }
+
+                Results.Add(item);
+            }
+
+            HasSearched = true;
+            NoResultsFound = Results.Count == 0;
+        }
+        catch (Exception ex)
+        {
+            NoResultsFound = Results.Count == 0;
+            NoResultsText = ex.Message;
+        }
+        finally
+        {
+            IsLoading = false;
+            SaveSettings();
+        }
+    }
+
+    [RelayCommand]
+    private void ClearSearchQuery()
+    {
+        SearchQuery = string.Empty;
+    }
+
+    [RelayCommand]
+    private async Task OpenResult(CivArchiveSearchResult? result)
+    {
+        if (result is null)
+        {
+            return;
+        }
+
+        switch (result.Kind)
+        {
+            case CivArchiveKindOption.User:
+                await PivotToUser(result);
+                break;
+            case CivArchiveKindOption.File:
+                ProcessRunner.OpenUrl(civArchiveApiClient.GetAbsoluteUri(result.Url).ToString());
+                break;
+            default:
+                var detailsVm = viewModelFactory.Get<CivArchiveDetailsPageViewModel>(vm =>
+                {
+                    vm.RelativeUrl = result.Url;
+                    return vm;
+                });
+                navigationService.NavigateTo(detailsVm, BetterSlideNavigationTransition.PageSlideFromRight);
+                break;
+        }
+    }
+
+    [RelayCommand]
+    private void OpenOnCivArchive(CivArchiveSearchResult? result)
+    {
+        if (result is not null)
+        {
+            ProcessRunner.OpenUrl(civArchiveApiClient.GetAbsoluteUri(result.Url).ToString());
+        }
+    }
+
+    [RelayCommand]
+    private async Task SearchByCreator(CivArchiveSearchResult? result)
+    {
+        if (string.IsNullOrWhiteSpace(result?.Username))
+        {
+            return;
+        }
+
+        UsernameQuery = result.Username;
+        await SearchModels();
+    }
+
+    [RelayCommand]
+    private async Task CopySha256(CivArchiveSearchResult? result)
+    {
+        if (!string.IsNullOrWhiteSpace(result?.Sha256FromUrl) && App.Clipboard is not null)
+        {
+            await App.Clipboard.SetTextAsync(result.Sha256FromUrl);
+        }
+    }
+
+    [RelayCommand]
+    private void ToggleAllModelTypes()
+    {
+        var shouldSelectAll = AllModelTypes.Any(x => !x.IsSelected);
+        foreach (var option in AllModelTypes)
+        {
+            option.IsSelected = shouldSelectAll;
+        }
+    }
+
+    [RelayCommand]
+    private void ToggleAllBaseModels()
+    {
+        var shouldSelectAll = AllBaseModels.Any(x => !x.IsSelected);
+        foreach (var option in AllBaseModels)
+        {
+            option.IsSelected = shouldSelectAll;
+        }
+    }
+
+    public async Task LoadNextPageAsync()
+    {
+        if (!IsLoading && Results.Count < totalHits)
+        {
+            await SearchModels(true);
+        }
+    }
+
+    private async Task PivotToUser(CivArchiveSearchResult result)
+    {
+        UsernameQuery = !string.IsNullOrWhiteSpace(result.Username) ? result.Username : result.Name;
+        await SearchModels();
+    }
+
+    private void ApplyFilterOptions(CivArchiveFilterOptions options)
+    {
+        var savedOptions = settingsManager.Settings.CivArchiveBrowserOptions;
+
+        suppressSearch = true;
+        SetSelectableOptions(AllModelTypes, options.ModelTypes, savedOptions.SelectedModelTypes);
+        SetSelectableOptions(AllBaseModels, options.BaseModels, savedOptions.SelectedBaseModels);
+    }
+
+    private void SetSelectableOptions(
+        ObservableCollection<BaseModelOptionViewModel> target,
+        IEnumerable<string> values,
+        IReadOnlyCollection<string> selectedValues
+    )
+    {
+        target.Clear();
+
+        var sortedValues = values.OrderBy(x => x, StringComparer.OrdinalIgnoreCase).ToList();
+        var selectAll = selectedValues.Count == 0;
+
+        foreach (var value in sortedValues)
+        {
+            var option = new BaseModelOptionViewModel
+            {
+                ModelType = value,
+                IsSelected = selectAll || selectedValues.Contains(value),
+            };
+            option.PropertyChanged += OnSelectableOptionChanged;
+            target.Add(option);
+        }
+    }
+
+    private void RestoreSettings()
+    {
+        var options = settingsManager.Settings.CivArchiveBrowserOptions;
+
+        suppressSearch = true;
+        SearchQuery = options.Query;
+        TagQuery = options.Tags;
+        UsernameQuery = options.Username;
+        SelectedPlatform = AllPlatforms.First(x => x.Value == options.Platform);
+        SelectedSort = AllSorts.First(x => x.Value == options.Sort);
+        SelectedPeriod = AllPeriods.First(x => x.Value == options.Period);
+        SelectedRating = AllRatings.First(x => x.Value == options.Rating);
+        SelectedPlatformStatus = AllPlatformStatuses.First(x => x.Value == options.PlatformStatus);
+        SelectedKind = AllKinds.First(x => x.Value == options.Kind);
+        suppressSearch = false;
+    }
+
+    private CivArchiveSearchFilters BuildFilters(int page)
+    {
+        var selectedTypes = GetSelectedValues(AllModelTypes);
+        var selectedBaseModels = GetSelectedValues(AllBaseModels);
+
+        return new CivArchiveSearchFilters
+        {
+            Query = SearchQuery,
+            Tags = TagQuery,
+            Username = UsernameQuery,
+            Platform = SelectedPlatform?.Value ?? CivArchivePlatformOption.All,
+            Sort = SelectedSort?.Value ?? CivArchiveSortOption.Top,
+            Period = SelectedPeriod?.Value ?? CivArchivePeriodOption.All,
+            Rating = SelectedRating?.Value ?? CivArchiveRatingOption.Safe,
+            PlatformStatus = SelectedPlatformStatus?.Value ?? CivArchivePlatformStatusOption.All,
+            Kind = SelectedKind?.Value ?? CivArchiveKindOption.All,
+            Types = selectedTypes.Count == AllModelTypes.Count ? [] : selectedTypes,
+            BaseModels = selectedBaseModels.Count == AllBaseModels.Count ? [] : selectedBaseModels,
+            Page = page,
+        };
+    }
+
+    private static List<string> GetSelectedValues(IEnumerable<BaseModelOptionViewModel> options)
+    {
+        return options.Where(x => x.IsSelected).Select(x => x.ModelType).ToList();
+    }
+
+    private void SaveSettings()
+    {
+        if (!settingsManager.IsLibraryDirSet)
+        {
+            return;
+        }
+
+        settingsManager.Transaction(s =>
+            s.CivArchiveBrowserOptions = new CivArchiveBrowserOptions
+            {
+                Query = SearchQuery,
+                Tags = TagQuery,
+                Username = UsernameQuery,
+                Platform = SelectedPlatform?.Value ?? CivArchivePlatformOption.All,
+                Sort = SelectedSort?.Value ?? CivArchiveSortOption.Top,
+                Period = SelectedPeriod?.Value ?? CivArchivePeriodOption.All,
+                Rating = SelectedRating?.Value ?? CivArchiveRatingOption.Safe,
+                PlatformStatus = SelectedPlatformStatus?.Value ?? CivArchivePlatformStatusOption.All,
+                Kind = SelectedKind?.Value ?? CivArchiveKindOption.All,
+                SelectedModelTypes = GetSelectedValues(AllModelTypes),
+                SelectedBaseModels = GetSelectedValues(AllBaseModels),
+            }
+        );
+    }
+
+    private async void OnSelectableOptionChanged(object? sender, PropertyChangedEventArgs e)
+    {
+        if (e.PropertyName != nameof(BaseModelOptionViewModel.IsSelected) || suppressSearch)
+        {
+            return;
+        }
+
+        SaveSettings();
+
+        if (HasSearched)
+        {
+            await SearchModels();
+        }
+    }
+
+    partial void OnSelectedPlatformChanged(NamedOption<CivArchivePlatformOption>? value) =>
+        TriggerFilterSearch();
+
+    partial void OnSelectedSortChanged(NamedOption<CivArchiveSortOption>? value) => TriggerFilterSearch();
+
+    partial void OnSelectedPeriodChanged(NamedOption<CivArchivePeriodOption>? value) => TriggerFilterSearch();
+
+    partial void OnSelectedRatingChanged(NamedOption<CivArchiveRatingOption>? value) => TriggerFilterSearch();
+
+    partial void OnSelectedPlatformStatusChanged(NamedOption<CivArchivePlatformStatusOption>? value) =>
+        TriggerFilterSearch();
+
+    partial void OnSelectedKindChanged(NamedOption<CivArchiveKindOption>? value) => TriggerFilterSearch();
+
+    private async void TriggerFilterSearch()
+    {
+        if (suppressSearch)
+        {
+            return;
+        }
+
+        SaveSettings();
+
+        if (HasSearched)
+        {
+            await SearchModels();
+        }
+    }
+}
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
new file mode 100644
index 000000000..4ded801e1
--- /dev/null
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
@@ -0,0 +1,367 @@
+using System.Collections.ObjectModel;
+using System.Reactive.Linq;
+using System.Threading;
+using AsyncAwaitBestPractices;
+using Avalonia.Threading;
+using CommunityToolkit.Mvvm.ComponentModel;
+using CommunityToolkit.Mvvm.Input;
+using FluentAvalonia.Core;
+using Injectio.Attributes;
+using StabilityMatrix.Avalonia.Extensions;
+using StabilityMatrix.Avalonia.Models;
+using StabilityMatrix.Avalonia.Services;
+using StabilityMatrix.Avalonia.ViewModels.Base;
+using StabilityMatrix.Avalonia.ViewModels.Dialogs;
+using StabilityMatrix.Avalonia.Views;
+using StabilityMatrix.Core.Api;
+using StabilityMatrix.Core.Attributes;
+using StabilityMatrix.Core.Extensions;
+using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.Api;
+using StabilityMatrix.Core.Models.Api.CivArchive;
+using StabilityMatrix.Core.Models.FileInterfaces;
+using StabilityMatrix.Core.Processes;
+using StabilityMatrix.Core.Services;
+
+namespace StabilityMatrix.Avalonia.ViewModels.CheckpointBrowser;
+
+[View(typeof(CivArchiveDetailsPage))]
+[ManagedService]
+[RegisterTransient<CivArchiveDetailsPageViewModel>]
+public partial class CivArchiveDetailsPageViewModel(
+    ICivArchiveApiClient civArchiveApiClient,
+    INavigationService<MainWindowViewModel> navigationService,
+    IServiceManager<ViewModelBase> vmFactory,
+    IModelImportService modelImportService,
+    ISettingsManager settingsManager,
+    INotificationService notificationService
+) : ViewModelBase
+{
+    [ObservableProperty]
+    public partial string RelativeUrl { get; set; } = string.Empty;
+
+    [ObservableProperty]
+    public partial CivArchiveModelDetails? Model { get; set; }
+
+    [ObservableProperty]
+    public partial bool IsLoading { get; set; }
+
+    [ObservableProperty]
+    public partial string ErrorText { get; set; } = string.Empty;
+
+    [ObservableProperty]
+    public partial CivArchiveVersionReference? SelectedVersion { get; set; }
+
+    [ObservableProperty]
+    public partial string ModelDescriptionHtml { get; set; } = string.Empty;
+
+    [ObservableProperty]
+    public partial string VersionDescriptionHtml { get; set; } = string.Empty;
+
+    [ObservableProperty]
+    public partial bool HasDownloadUrl { get; set; }
+
+    public ObservableCollection<CivArchiveModelImage> Images { get; } = [];
+    public ObservableCollection<CivArchiveModelFile> Files { get; } = [];
+    public ObservableCollection<CivArchiveVersionMirror> Mirrors { get; } = [];
+
+    private static readonly Dictionary<
+        string,
+        (SharedFolderType Folder, CivitModelType ModelType)
+    > ModelTypeMap = new(StringComparer.OrdinalIgnoreCase)
+    {
+        ["Checkpoint"] = (SharedFolderType.StableDiffusion, CivitModelType.Checkpoint),
+        ["LORA"] = (SharedFolderType.Lora, CivitModelType.LORA),
+        ["DoRA"] = (SharedFolderType.Lora, CivitModelType.DoRA),
+        ["LoCon"] = (SharedFolderType.LyCORIS, CivitModelType.LoCon),
+        ["TextualInversion"] = (SharedFolderType.Embeddings, CivitModelType.TextualInversion),
+        ["Hypernetwork"] = (SharedFolderType.Hypernetwork, CivitModelType.Hypernetwork),
+        ["Controlnet"] = (SharedFolderType.ControlNet, CivitModelType.Controlnet),
+        ["VAE"] = (SharedFolderType.VAE, CivitModelType.VAE),
+        ["Upscaler"] = (SharedFolderType.ESRGAN, CivitModelType.Upscaler),
+    };
+
+    public override async Task OnLoadedAsync()
+    {
+        await base.OnLoadedAsync();
+
+        if (IsLoading || string.IsNullOrWhiteSpace(RelativeUrl))
+        {
+            return;
+        }
+
+        await LoadModelAsync();
+    }
+
+    private async Task LoadModelAsync()
+    {
+        IsLoading = true;
+        ErrorText = string.Empty;
+
+        try
+        {
+            var response = await civArchiveApiClient.GetModelDetailsAsync(RelativeUrl);
+            Model = response.Model;
+
+            ModelDescriptionHtml = WrapHtml(response.Model.Description);
+            PopulateVersionData(response.Model.Version);
+        }
+        catch (Exception ex)
+        {
+            ErrorText = ex.Message;
+        }
+        finally
+        {
+            IsLoading = false;
+        }
+    }
+
+    private void PopulateVersionData(CivArchiveModelVersion? version)
+    {
+        VersionDescriptionHtml = WrapHtml(version?.Description);
+        HasDownloadUrl = !string.IsNullOrWhiteSpace(version?.DownloadUrl);
+
+        Images.Clear();
+        foreach (var image in version?.Images.Where(i => !string.IsNullOrWhiteSpace(i.Url)) ?? [])
+        {
+            Images.Add(image);
+        }
+
+        Files.Clear();
+        foreach (var file in version?.Files ?? [])
+        {
+            Files.Add(file);
+        }
+
+        Mirrors.Clear();
+        foreach (var mirror in version?.Mirrors ?? [])
+        {
+            Mirrors.Add(mirror);
+        }
+    }
+
+    private static string WrapHtml(string? html)
+    {
+        if (string.IsNullOrWhiteSpace(html))
+        {
+            return string.Empty;
+        }
+
+        return $"""<html><body class="markdown-body">{html}</body></html>""";
+    }
+
+    [RelayCommand]
+    private async Task ShowImageDialog(CivArchiveModelImage? image)
+    {
+        if (image?.Url is null)
+        {
+            return;
+        }
+
+        var currentIndex = Images.IndexOf(image);
+        var imageSource = new ImageSource(new Uri(image.Url));
+
+        await imageSource.GetBitmapAsync();
+
+        var vm = vmFactory.Get<ImageViewerViewModel>();
+        vm.ImageSource = imageSource;
+
+        using var onNav = Observable
+            .FromEventPattern<DirectionalNavigationEventArgs>(
+                vm,
+                nameof(ImageViewerViewModel.NavigationRequested)
+            )
+            .ObserveOn(SynchronizationContext.Current!)
+            .Subscribe(ctx =>
+            {
+                Dispatcher
+                    .UIThread.InvokeAsync(async () =>
+                    {
+                        var sender = (ImageViewerViewModel)ctx.Sender!;
+                        var newIndex = currentIndex + (ctx.EventArgs.IsNext ? 1 : -1);
+
+                        if (newIndex >= 0 && newIndex < Images.Count)
+                        {
+                            var newImage = Images[newIndex];
+                            if (newImage.Url is null)
+                            {
+                                return;
+                            }
+
+                            var newSource = new ImageSource(new Uri(newImage.Url));
+                            await newSource.GetBitmapAsync();
+                            sender.ImageSource = newSource;
+                            currentIndex = newIndex;
+                        }
+                    })
+                    .SafeFireAndForget();
+            });
+
+        await vm.GetDialog().ShowAsync();
+    }
+
+    [RelayCommand]
+    private async Task SelectVersion(CivArchiveVersionReference? versionRef)
+    {
+        if (versionRef is null || string.IsNullOrWhiteSpace(versionRef.Href) || IsLoading)
+        {
+            return;
+        }
+
+        SelectedVersion = versionRef;
+        RelativeUrl = versionRef.Href;
+        await LoadModelAsync();
+    }
+
+    [RelayCommand]
+    private void GoBack()
+    {
+        if (!navigationService.GoBack())
+        {
+            navigationService.NavigateTo<CheckpointBrowserViewModel>();
+        }
+    }
+
+    [RelayCommand]
+    private void OpenOnCivArchive()
+    {
+        ProcessRunner.OpenUrl(civArchiveApiClient.GetAbsoluteUri(RelativeUrl).ToString());
+    }
+
+    [RelayCommand]
+    private async Task DownloadModel()
+    {
+        var version = Model?.Version;
+        if (version?.DownloadUrl is not { } downloadUrl || string.IsNullOrWhiteSpace(downloadUrl))
+        {
+            return;
+        }
+
+        if (!settingsManager.IsLibraryDirSet)
+        {
+            notificationService.Show("Download Failed", "Please set a library directory in settings first.");
+            return;
+        }
+
+        var downloadUri = civArchiveApiClient.GetAbsoluteUri(downloadUrl);
+
+        // Auto-determine download folder from model type
+        var destinationDir = GetDefaultDownloadFolder();
+
+        // Build filename: "{ModelName}_{VersionName}.safetensors"
+        var modelName = Model?.Name ?? "model";
+        var versionName = version.Name;
+        var fileName = string.IsNullOrWhiteSpace(versionName)
+            ? $"{modelName}.safetensors"
+            : $"{modelName}_{versionName}.safetensors";
+
+        // Sanitize filename
+        fileName = Path.GetInvalidFileNameChars()
+            .Aggregate(fileName, (current, c) => current.Replace(c, '_'));
+
+        // Get preview image URI if available
+        Uri? previewImageUri = null;
+        var firstImage = version.Images.FirstOrDefault(i => !string.IsNullOrWhiteSpace(i.Url));
+        if (firstImage?.Url is not null)
+        {
+            previewImageUri = new Uri(firstImage.Url);
+        }
+
+        // Build cm-info metadata
+        var connectedModelInfo = BuildConnectedModelInfo(Model!, version);
+
+        await modelImportService.DoCustomImport(
+            downloadUri,
+            fileName,
+            destinationDir,
+            previewImageUri,
+            connectedModelInfo: connectedModelInfo,
+            configureDownload: download =>
+            {
+                if (!string.IsNullOrWhiteSpace(version.Files.FirstOrDefault()?.Sha256))
+                {
+                    download.ExpectedHashSha256 = version.Files.First().Sha256;
+                }
+            }
+        );
+
+        notificationService.Show("Download Started", $"{fileName} will be saved to {destinationDir}");
+    }
+
+    private DirectoryPath GetDefaultDownloadFolder()
+    {
+        var modelType = Model?.Type;
+        if (modelType is not null && ModelTypeMap.TryGetValue(modelType, out var mapping))
+        {
+            return new DirectoryPath(settingsManager.ModelsDirectory, mapping.Folder.GetStringValue());
+        }
+
+        return new DirectoryPath(settingsManager.ModelsDirectory);
+    }
+
+    private static ConnectedModelInfo BuildConnectedModelInfo(
+        CivArchiveModelDetails model,
+        CivArchiveModelVersion version
+    )
+    {
+        var civitModelType = CivitModelType.Unknown;
+        if (model.Type is not null && ModelTypeMap.TryGetValue(model.Type, out var mapping))
+        {
+            civitModelType = mapping.ModelType;
+        }
+
+        var primaryFile = version.Files.FirstOrDefault(f => f.IsPrimary) ?? version.Files.FirstOrDefault();
+
+        return new ConnectedModelInfo
+        {
+            ModelName = model.Name,
+            ModelDescription = model.Description ?? string.Empty,
+            Nsfw = model.IsNsfw,
+            Tags = model.Tags.ToArray(),
+            ModelType = civitModelType,
+            VersionName = version.Name,
+            VersionDescription = version.Description,
+            BaseModel = version.BaseModel,
+            ImportedAt = DateTimeOffset.UtcNow,
+            Hashes = new CivitFileHashes { SHA256 = primaryFile?.Sha256 },
+            TrainedWords = version.Trigger.ToArray(),
+            ThumbnailImageUrl = version.Images.FirstOrDefault(i => !string.IsNullOrWhiteSpace(i.Url))?.Url,
+            Source = ConnectedModelSource.CivArchive,
+            Stats = new CivitModelStats
+            {
+                DownloadCount = (int)model.DownloadCount,
+                FavoriteCount = (int)model.FavoriteCount,
+                CommentCount = (int)model.CommentCount,
+                RatingCount = (int)model.RatingCount,
+                Rating = model.Rating,
+            },
+        };
+    }
+
+    [RelayCommand]
+    private void OpenVersionMirror(CivArchiveVersionMirror? mirror)
+    {
+        if (!string.IsNullOrWhiteSpace(mirror?.PlatformUrl))
+        {
+            ProcessRunner.OpenUrl(mirror.PlatformUrl);
+        }
+    }
+
+    [RelayCommand]
+    private void OpenFileMirror(CivArchiveFileMirror? mirror)
+    {
+        if (!string.IsNullOrWhiteSpace(mirror?.Url))
+        {
+            ProcessRunner.OpenUrl(mirror.Url);
+        }
+    }
+
+    [RelayCommand]
+    private async Task CopySha256(CivArchiveModelFile? file)
+    {
+        if (!string.IsNullOrWhiteSpace(file?.Sha256) && App.Clipboard is not null)
+        {
+            await App.Clipboard.SetTextAsync(file.Sha256);
+        }
+    }
+}
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowserViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowserViewModel.cs
index 589f4d255..5e27d0c21 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowserViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowserViewModel.cs
@@ -32,13 +32,19 @@ public partial class CheckpointBrowserViewModel : PageViewModelBase
     /// <inheritdoc/>
     public CheckpointBrowserViewModel(
         CivitAiBrowserViewModel civitAiBrowserViewModel,
+        CivArchiveBrowserViewModel civArchiveBrowserViewModel,
         HuggingFacePageViewModel huggingFaceViewModel,
         OpenModelDbBrowserViewModel openModelDbBrowserViewModel
     )
     {
         Pages = new List<TabItem>(
             new List<TabViewModelBase>(
-                [civitAiBrowserViewModel, huggingFaceViewModel, openModelDbBrowserViewModel]
+                [
+                    civitAiBrowserViewModel,
+                    civArchiveBrowserViewModel,
+                    huggingFaceViewModel,
+                    openModelDbBrowserViewModel,
+                ]
             ).Select(vm => new TabItem { Header = vm.Header, Content = vm })
         );
         SelectedPage = Pages.FirstOrDefault();
diff --git a/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml b/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml
new file mode 100644
index 000000000..db81f2624
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml
@@ -0,0 +1,332 @@
+<controls:UserControlBase
+    x:Class="StabilityMatrix.Avalonia.Views.CivArchiveBrowserPage"
+    xmlns="https://github.com/avaloniaui"
+    xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+    xmlns:checkpointBrowser="clr-namespace:StabilityMatrix.Avalonia.ViewModels.CheckpointBrowser"
+    xmlns:checkpointManager="clr-namespace:StabilityMatrix.Avalonia.ViewModels.CheckpointManager"
+    xmlns:civArchive="clr-namespace:StabilityMatrix.Core.Models.Api.CivArchive;assembly=StabilityMatrix.Core"
+    xmlns:controls="clr-namespace:StabilityMatrix.Avalonia.Controls"
+    xmlns:converters="clr-namespace:StabilityMatrix.Avalonia.Converters"
+    xmlns:lang="clr-namespace:StabilityMatrix.Avalonia.Languages"
+    xmlns:scroll="clr-namespace:StabilityMatrix.Avalonia.Controls.Scroll"
+    xmlns:ui="clr-namespace:FluentAvalonia.UI.Controls;assembly=FluentAvalonia"
+    x:Name="Root"
+    x:CompileBindings="True"
+    x:DataType="checkpointBrowser:CivArchiveBrowserViewModel">
+
+    <UserControl.Resources>
+        <converters:KiloFormatterStringConverter x:Key="KiloFormatterConverter" />
+        <DataTemplate x:Key="CivArchiveCardTemplate" DataType="{x:Type civArchive:CivArchiveSearchResult}">
+            <Border
+                Margin="8"
+                ClipToBounds="True"
+                CornerRadius="8">
+                <Border.ContextFlyout>
+                    <MenuFlyout>
+                        <MenuItem
+                            Command="{Binding #Root.DataContext.OpenOnCivArchiveCommand}"
+                            CommandParameter="{Binding .}"
+                            Header="Open on CivArchive" />
+                        <MenuItem
+                            Command="{Binding #Root.DataContext.SearchByCreatorCommand}"
+                            CommandParameter="{Binding .}"
+                            Header="Browse creator" />
+                        <MenuItem
+                            Command="{Binding #Root.DataContext.CopySha256Command}"
+                            CommandParameter="{Binding .}"
+                            Header="Copy SHA256"
+                            IsVisible="{Binding Sha256FromUrl, Converter={x:Static StringConverters.IsNotNullOrEmpty}}" />
+                    </MenuFlyout>
+                </Border.ContextFlyout>
+                <Button
+                    Padding="0"
+                    BorderThickness="0"
+                    Classes="transparent-full"
+                    Command="{Binding #Root.DataContext.OpenResultCommand}"
+                    CommandParameter="{Binding .}"
+                    CornerRadius="8">
+                    <Grid Width="330" RowDefinitions="300, Auto">
+                        <Grid>
+                            <controls:BetterAdvancedImage
+                                CornerRadius="8"
+                                IsVisible="{Binding ImageUrl, Converter={x:Static StringConverters.IsNotNullOrEmpty}}"
+                                Source="{Binding ImageUrl}"
+                                Stretch="UniformToFill" />
+                            <Border Background="#22000000" IsVisible="{Binding ImageUrl, Converter={x:Static StringConverters.IsNullOrEmpty}}">
+                                <TextBlock
+                                    HorizontalAlignment="Center"
+                                    VerticalAlignment="Center"
+                                    Opacity="0.7"
+                                    Text="No image" />
+                            </Border>
+                            <StackPanel
+                                Margin="8"
+                                HorizontalAlignment="Left"
+                                VerticalAlignment="Top"
+                                Orientation="Horizontal"
+                                Spacing="6">
+                                <controls:Card Padding="6,2">
+                                    <TextBlock FontSize="11" Text="{Binding KindRaw}" />
+                                </controls:Card>
+                                <controls:Card Padding="6,2">
+                                    <TextBlock FontSize="11" Text="{Binding Type}" />
+                                </controls:Card>
+                                <controls:Card Padding="6,2" IsVisible="{Binding BaseModel, Converter={x:Static StringConverters.IsNotNullOrEmpty}}">
+                                    <TextBlock FontSize="11" Text="{Binding BaseModel}" />
+                                </controls:Card>
+                            </StackPanel>
+                        </Grid>
+                        <Border Grid.Row="1" Background="#99000000">
+                            <Grid Margin="10" RowDefinitions="Auto,Auto,Auto">
+                                <TextBlock
+                                    MaxWidth="280"
+                                    FontWeight="SemiBold"
+                                    Text="{Binding Name}"
+                                    TextTrimming="CharacterEllipsis"
+                                    TextWrapping="NoWrap" />
+                                <TextBlock
+                                    Grid.Row="1"
+                                    Margin="0,4,0,0"
+                                    FontSize="12"
+                                    Opacity="0.8"
+                                    Text="{Binding Username}" />
+                                <Grid
+                                    Grid.Row="2"
+                                    Margin="0,8,0,0"
+                                    ColumnDefinitions="*,Auto,Auto">
+                                    <TextBlock FontSize="12" Text="{Binding Platform}" />
+                                    <TextBlock
+                                        Grid.Column="1"
+                                        Margin="8,0,0,0"
+                                        FontSize="12"
+                                        Text="{Binding DownloadCount, Converter={StaticResource KiloFormatterConverter}}" />
+                                    <TextBlock
+                                        Grid.Column="2"
+                                        Margin="8,0,0,0"
+                                        FontSize="12"
+                                        Text="{Binding CreatedAt, StringFormat={}{0:g}}" />
+                                </Grid>
+                            </Grid>
+                        </Border>
+                    </Grid>
+                </Button>
+            </Border>
+        </DataTemplate>
+    </UserControl.Resources>
+
+    <Grid RowDefinitions="Auto,*,Auto">
+        <StackPanel Margin="8" Spacing="8">
+            <Grid ColumnDefinitions="*,Auto">
+                <TextBox
+                    x:Name="SearchTextBox"
+                    KeyDown="InputElement_OnKeyDown"
+                    Text="{Binding SearchQuery, Mode=TwoWay}"
+                    Watermark="Search by model name, filename, SHA256 hash, or CivArchive link" />
+                <Button
+                    Grid.Column="1"
+                    Width="80"
+                    Margin="8,0,0,0"
+                    Classes="accent"
+                    Command="{Binding SearchModelsCommand}"
+                    CommandParameter="{StaticResource False}"
+                    Content="Search" />
+            </Grid>
+
+            <Grid ColumnDefinitions="Auto,Auto,Auto,Auto,Auto,Auto,*" RowDefinitions="Auto,Auto,Auto,Auto">
+                <Label
+                    Grid.Row="0"
+                    Grid.Column="0"
+                    Margin="0,0,4,0"
+                    Content="Platform" />
+                <Label
+                    Grid.Row="0"
+                    Grid.Column="1"
+                    Margin="4,0,4,0"
+                    Content="{x:Static lang:Resources.Label_Sort}" />
+                <Label
+                    Grid.Row="0"
+                    Grid.Column="2"
+                    Margin="4,0,4,0"
+                    Content="{x:Static lang:Resources.Label_TimePeriod}" />
+                <Label
+                    Grid.Row="0"
+                    Grid.Column="3"
+                    Margin="4,0,4,0"
+                    Content="Kind" />
+                <Label
+                    Grid.Row="0"
+                    Grid.Column="4"
+                    Margin="4,0,4,0"
+                    Content="Rating" />
+                <Label
+                    Grid.Row="0"
+                    Grid.Column="5"
+                    Margin="4,0,0,0"
+                    Content="Status" />
+
+                <ComboBox
+                    Grid.Row="1"
+                    Grid.Column="0"
+                    MinWidth="120"
+                    Margin="0,0,4,4"
+                    ItemsSource="{Binding AllPlatforms}"
+                    SelectedItem="{Binding SelectedPlatform}" />
+                <ComboBox
+                    Grid.Row="1"
+                    Grid.Column="1"
+                    MinWidth="100"
+                    Margin="4,0,4,4"
+                    ItemsSource="{Binding AllSorts}"
+                    SelectedItem="{Binding SelectedSort}" />
+                <ComboBox
+                    Grid.Row="1"
+                    Grid.Column="2"
+                    MinWidth="80"
+                    Margin="4,0,4,4"
+                    ItemsSource="{Binding AllPeriods}"
+                    SelectedItem="{Binding SelectedPeriod}" />
+                <ComboBox
+                    Grid.Row="1"
+                    Grid.Column="3"
+                    MinWidth="80"
+                    Margin="4,0,4,4"
+                    ItemsSource="{Binding AllKinds}"
+                    SelectedItem="{Binding SelectedKind}" />
+                <ComboBox
+                    Grid.Row="1"
+                    Grid.Column="4"
+                    MinWidth="80"
+                    Margin="4,0,4,4"
+                    ItemsSource="{Binding AllRatings}"
+                    SelectedItem="{Binding SelectedRating}" />
+                <ComboBox
+                    Grid.Row="1"
+                    Grid.Column="5"
+                    MinWidth="80"
+                    Margin="4,0,0,4"
+                    ItemsSource="{Binding AllPlatformStatuses}"
+                    SelectedItem="{Binding SelectedPlatformStatus}" />
+
+                <Label
+                    Grid.Row="2"
+                    Grid.Column="0"
+                    Margin="0,4,4,0"
+                    Content="Tags" />
+                <Label
+                    Grid.Row="2"
+                    Grid.Column="1"
+                    Margin="4,4,4,0"
+                    Content="Username" />
+                <Label
+                    Grid.Row="2"
+                    Grid.Column="2"
+                    Margin="4,4,4,0"
+                    Content="{x:Static lang:Resources.Label_ModelType}" />
+                <Label
+                    Grid.Row="2"
+                    Grid.Column="3"
+                    Margin="4,4,0,0"
+                    Content="{x:Static lang:Resources.Label_BaseModel}" />
+
+                <TextBox
+                    Grid.Row="3"
+                    Grid.Column="0"
+                    MinWidth="140"
+                    Margin="0,0,4,0"
+                    Text="{Binding TagQuery, Mode=TwoWay}" />
+                <TextBox
+                    Grid.Row="3"
+                    Grid.Column="1"
+                    MinWidth="140"
+                    Margin="4,0,4,0"
+                    Text="{Binding UsernameQuery, Mode=TwoWay}" />
+                <Button
+                    Grid.Row="3"
+                    Grid.Column="2"
+                    Margin="4,0,4,0"
+                    Content="Model types">
+                    <Button.Flyout>
+                        <Flyout>
+                            <StackPanel MaxWidth="350" Spacing="8">
+                                <Button Command="{Binding ToggleAllModelTypesCommand}" Content="Toggle all" />
+                                <ui:ItemsRepeater ItemsSource="{Binding AllModelTypes}">
+                                    <ui:ItemsRepeater.Layout>
+                                        <ui:FlowLayout
+                                            MinColumnSpacing="4"
+                                            MinRowSpacing="4"
+                                            Orientation="Horizontal" />
+                                    </ui:ItemsRepeater.Layout>
+                                    <ui:ItemsRepeater.ItemTemplate>
+                                        <DataTemplate DataType="{x:Type checkpointManager:BaseModelOptionViewModel}">
+                                            <ToggleButton Content="{Binding ModelType}" IsChecked="{Binding IsSelected}" />
+                                        </DataTemplate>
+                                    </ui:ItemsRepeater.ItemTemplate>
+                                </ui:ItemsRepeater>
+                            </StackPanel>
+                        </Flyout>
+                    </Button.Flyout>
+                </Button>
+                <Button
+                    Grid.Row="3"
+                    Grid.Column="3"
+                    Margin="4,0,0,0"
+                    Content="Base models">
+                    <Button.Flyout>
+                        <Flyout>
+                            <StackPanel MaxWidth="350" Spacing="8">
+                                <Button Command="{Binding ToggleAllBaseModelsCommand}" Content="Toggle all" />
+                                <ui:ItemsRepeater ItemsSource="{Binding AllBaseModels}">
+                                    <ui:ItemsRepeater.Layout>
+                                        <ui:FlowLayout
+                                            MinColumnSpacing="4"
+                                            MinRowSpacing="4"
+                                            Orientation="Horizontal" />
+                                    </ui:ItemsRepeater.Layout>
+                                    <ui:ItemsRepeater.ItemTemplate>
+                                        <DataTemplate DataType="{x:Type checkpointManager:BaseModelOptionViewModel}">
+                                            <ToggleButton Content="{Binding ModelType}" IsChecked="{Binding IsSelected}" />
+                                        </DataTemplate>
+                                    </ui:ItemsRepeater.ItemTemplate>
+                                </ui:ItemsRepeater>
+                            </StackPanel>
+                        </Flyout>
+                    </Button.Flyout>
+                </Button>
+            </Grid>
+        </StackPanel>
+
+        <scroll:BetterScrollViewer
+            Name="ImageScrollViewer"
+            Grid.Row="1"
+            ScrollChanged="ScrollViewer_OnScrollChanged">
+            <ItemsRepeater
+                HorizontalAlignment="Center"
+                ItemTemplate="{StaticResource CivArchiveCardTemplate}"
+                ItemsSource="{Binding Results}">
+                <ItemsRepeater.Layout>
+                    <UniformGridLayout
+                        MinColumnSpacing="8"
+                        MinRowSpacing="8"
+                        Orientation="Horizontal" />
+                </ItemsRepeater.Layout>
+            </ItemsRepeater>
+        </scroll:BetterScrollViewer>
+
+        <TextBlock
+            Grid.RowSpan="3"
+            HorizontalAlignment="Center"
+            VerticalAlignment="Center"
+            FontSize="20"
+            IsVisible="{Binding NoResultsFound}"
+            Text="{Binding NoResultsText}" />
+
+        <controls:ProgressRing
+            Grid.Row="1"
+            Width="128"
+            Height="128"
+            HorizontalAlignment="Center"
+            VerticalAlignment="Center"
+            IsIndeterminate="True"
+            IsVisible="{Binding IsLoading}" />
+    </Grid>
+</controls:UserControlBase>
diff --git a/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml.cs b/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml.cs
new file mode 100644
index 000000000..0e39bc39f
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml.cs
@@ -0,0 +1,43 @@
+using System;
+using AsyncAwaitBestPractices;
+using Avalonia.Controls;
+using Avalonia.Input;
+using Injectio.Attributes;
+using StabilityMatrix.Avalonia.Controls;
+using StabilityMatrix.Avalonia.Models;
+using StabilityMatrix.Avalonia.ViewModels.CheckpointBrowser;
+
+namespace StabilityMatrix.Avalonia.Views;
+
+[RegisterSingleton<CivArchiveBrowserPage>]
+public partial class CivArchiveBrowserPage : UserControlBase
+{
+    public CivArchiveBrowserPage()
+    {
+        InitializeComponent();
+    }
+
+    private void ScrollViewer_OnScrollChanged(object? sender, ScrollChangedEventArgs e)
+    {
+        if (sender is not ScrollViewer scrollViewer)
+            return;
+
+        if (scrollViewer.Offset.Y == 0)
+            return;
+
+        var isAtEnd = Math.Abs(scrollViewer.Offset.Y - scrollViewer.ScrollBarMaximum.Y) < 1f;
+
+        if (isAtEnd && DataContext is IInfinitelyScroll scroll)
+        {
+            scroll.LoadNextPageAsync().SafeFireAndForget();
+        }
+    }
+
+    private void InputElement_OnKeyDown(object? sender, KeyEventArgs e)
+    {
+        if (e.Key == Key.Escape && DataContext is CivArchiveBrowserViewModel viewModel)
+        {
+            viewModel.ClearSearchQueryCommand.Execute(null);
+        }
+    }
+}
diff --git a/StabilityMatrix.Avalonia/Views/CivArchiveDetailsPage.axaml b/StabilityMatrix.Avalonia/Views/CivArchiveDetailsPage.axaml
new file mode 100644
index 000000000..7d755ec9a
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Views/CivArchiveDetailsPage.axaml
@@ -0,0 +1,432 @@
+<controls:UserControlBase
+    x:Class="StabilityMatrix.Avalonia.Views.CivArchiveDetailsPage"
+    xmlns="https://github.com/avaloniaui"
+    xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+    xmlns:avalonia="https://github.com/projektanker/icons.avalonia"
+    xmlns:avalonia1="clr-namespace:SpacedGridControl.Avalonia;assembly=SpacedGridControl.Avalonia"
+    xmlns:checkpointBrowser="clr-namespace:StabilityMatrix.Avalonia.ViewModels.CheckpointBrowser"
+    xmlns:civArchive="clr-namespace:StabilityMatrix.Core.Models.Api.CivArchive;assembly=StabilityMatrix.Core"
+    xmlns:controls="clr-namespace:StabilityMatrix.Avalonia.Controls"
+    xmlns:converters="clr-namespace:StabilityMatrix.Avalonia.Converters"
+    xmlns:input="clr-namespace:FluentAvalonia.UI.Input;assembly=FluentAvalonia"
+    xmlns:scroll="clr-namespace:StabilityMatrix.Avalonia.Controls.Scroll"
+    xmlns:ui="using:FluentAvalonia.UI.Controls"
+    x:Name="Root"
+    x:CompileBindings="True"
+    x:DataType="checkpointBrowser:CivArchiveDetailsPageViewModel">
+    <controls:UserControlBase.Resources>
+        <converters:KiloFormatterStringConverter x:Key="KiloFormatterConverter" />
+        <input:StandardUICommand x:Key="ShowImageDialogCommand" Command="{Binding ShowImageDialogCommand}" />
+    </controls:UserControlBase.Resources>
+
+    <Grid Margin="16" RowDefinitions="Auto,Auto,Auto,*">
+
+        <!--  Row 0: Header breadcrumb  -->
+        <Grid ColumnDefinitions="*,Auto">
+            <StackPanel
+                VerticalAlignment="Center"
+                Orientation="Horizontal"
+                Spacing="8">
+                <Button Classes="transparent-full" Command="{Binding GoBackCommand}">
+                    <StackPanel Orientation="Horizontal" Spacing="6">
+                        <ui:SymbolIcon
+                            VerticalAlignment="Center"
+                            FontSize="18"
+                            Symbol="ChevronLeft" />
+                        <TextBlock FontSize="24" Text="CivArchive" />
+                    </StackPanel>
+                </Button>
+                <ui:SymbolIcon
+                    VerticalAlignment="Center"
+                    FontSize="24"
+                    Symbol="ChevronRight" />
+                <TextBlock
+                    MaxWidth="600"
+                    VerticalAlignment="Center"
+                    FontSize="24"
+                    Text="{Binding Model.Name}"
+                    TextTrimming="CharacterEllipsis" />
+
+                <avalonia:Icon
+                    Margin="16,0,0,0"
+                    VerticalAlignment="Center"
+                    Value="fa-solid fa-download" />
+                <TextBlock VerticalAlignment="Center" Text="{Binding Model.DownloadCount, Converter={StaticResource KiloFormatterConverter}}" />
+            </StackPanel>
+
+            <StackPanel
+                Grid.Column="1"
+                HorizontalAlignment="Right"
+                VerticalAlignment="Center"
+                Orientation="Horizontal"
+                Spacing="8">
+                <Button
+                    Classes="accent"
+                    Command="{Binding DownloadModelCommand}"
+                    IsVisible="{Binding HasDownloadUrl}">
+                    <StackPanel Orientation="Horizontal" Spacing="8">
+                        <avalonia:Icon
+                            VerticalAlignment="Center"
+                            FontSize="12"
+                            Value="fa-solid fa-download" />
+                        <TextBlock VerticalAlignment="Center" Text="Download" />
+                    </StackPanel>
+                </Button>
+                <Button Command="{Binding OpenOnCivArchiveCommand}" Content="Open on CivArchive" />
+            </StackPanel>
+        </Grid>
+
+        <!--  Row 1: Tags  -->
+        <ItemsRepeater
+            Grid.Row="1"
+            Margin="0,8,0,0"
+            ItemsSource="{Binding Model.Tags}">
+            <ItemsRepeater.Layout>
+                <StackLayout Orientation="Horizontal" Spacing="4" />
+            </ItemsRepeater.Layout>
+            <ItemsRepeater.ItemTemplate>
+                <DataTemplate>
+                    <controls:Card Padding="8,2">
+                        <TextBlock
+                            FontSize="13"
+                            FontWeight="Light"
+                            Text="{Binding}"
+                            TextAlignment="Center" />
+                    </controls:Card>
+                </DataTemplate>
+            </ItemsRepeater.ItemTemplate>
+        </ItemsRepeater>
+
+        <!--  Row 2: Version selector tabs  -->
+        <scroll:BetterScrollViewer
+            Grid.Row="2"
+            Margin="0,8,0,0"
+            HorizontalScrollBarVisibility="Auto"
+            IsVisible="{Binding Model.Versions.Count}"
+            VerticalScrollBarVisibility="Disabled">
+            <ItemsRepeater ItemsSource="{Binding Model.Versions}">
+                <ItemsRepeater.Layout>
+                    <StackLayout Orientation="Horizontal" Spacing="4" />
+                </ItemsRepeater.Layout>
+                <ItemsRepeater.ItemTemplate>
+                    <DataTemplate DataType="{x:Type civArchive:CivArchiveVersionReference}">
+                        <Button
+                            Padding="12,6"
+                            Command="{Binding #Root.DataContext.SelectVersionCommand}"
+                            CommandParameter="{Binding .}"
+                            Content="{Binding Name}" />
+                    </DataTemplate>
+                </ItemsRepeater.ItemTemplate>
+            </ItemsRepeater>
+        </scroll:BetterScrollViewer>
+
+        <!--  Row 3: Main content area (2 columns)  -->
+        <Grid
+            Grid.Row="3"
+            Margin="0,12,0,0"
+            ColumnDefinitions="2*,*">
+
+            <!--  Left column: images + splitter + description  -->
+            <Grid
+                Grid.Column="0"
+                Margin="0,0,12,0"
+                RowDefinitions="3*,Auto,*">
+
+                <!--  Image gallery (horizontal scroll, mouse wheel scrolls horizontally)  -->
+                <scroll:BetterScrollViewer
+                    Grid.Row="0"
+                    Margin="0,0,0,8"
+                    AllowAutoHide="True"
+                    HorizontalScrollBarVisibility="Auto"
+                    IsVisible="{Binding Images.Count}"
+                    PointerWheelChanged="ImageScroller_OnPointerWheelChanged"
+                    VerticalScrollBarVisibility="Disabled">
+                    <ItemsRepeater ItemsSource="{Binding Images}">
+                        <ItemsRepeater.Layout>
+                            <StackLayout Orientation="Horizontal" Spacing="12" />
+                        </ItemsRepeater.Layout>
+                        <ItemsRepeater.ItemTemplate>
+                            <DataTemplate DataType="{x:Type civArchive:CivArchiveModelImage}">
+                                <controls:BetterAdvancedImage
+                                    CornerRadius="8"
+                                    Cursor="Hand"
+                                    Source="{Binding Url}"
+                                    Stretch="UniformToFill"
+                                    StretchDirection="Both">
+                                    <Interaction.Behaviors>
+                                        <EventTriggerBehavior EventName="PointerPressed">
+                                            <InvokeCommandAction Command="{StaticResource ShowImageDialogCommand}" CommandParameter="{Binding}" />
+                                        </EventTriggerBehavior>
+                                    </Interaction.Behaviors>
+                                </controls:BetterAdvancedImage>
+                            </DataTemplate>
+                        </ItemsRepeater.ItemTemplate>
+                    </ItemsRepeater>
+                </scroll:BetterScrollViewer>
+
+                <GridSplitter
+                    Grid.Row="1"
+                    MaxWidth="100"
+                    Margin="0,0,0,6"
+                    VerticalAlignment="Center"
+                    Background="White"
+                    BorderThickness="1"
+                    CornerRadius="4"
+                    Opacity="0.5" />
+
+                <!--  Description  -->
+                <controls:Card
+                    Grid.Row="2"
+                    VerticalAlignment="Stretch"
+                    VerticalContentAlignment="Top">
+                    <ScrollViewer>
+                        <StackPanel Margin="12" Spacing="12">
+                            <controls:MarkdownViewer Html="{Binding ModelDescriptionHtml}" />
+                            <controls:MarkdownViewer Html="{Binding VersionDescriptionHtml}" IsVisible="{Binding VersionDescriptionHtml, Converter={x:Static StringConverters.IsNotNullOrEmpty}}" />
+                        </StackPanel>
+                    </ScrollViewer>
+                </controls:Card>
+            </Grid>
+
+            <!--  Right column: details, files, source links  -->
+            <ScrollViewer Grid.Column="1">
+                <StackPanel Spacing="8">
+
+                    <!--  Details card  -->
+                    <controls:Card MinWidth="200" Padding="12">
+                        <StackPanel Spacing="8">
+                            <TextBlock
+                                FontSize="20"
+                                FontWeight="Light"
+                                Text="Details" />
+                            <Separator Margin="0" />
+                            <avalonia1:SpacedGrid ColumnDefinitions="*,*" RowDefinitions="*,Auto,*,Auto,*,Auto,*,Auto,*">
+                                <TextBlock
+                                    Grid.Row="0"
+                                    Grid.Column="0"
+                                    Text="Author" />
+                                <TextBlock
+                                    Grid.Row="0"
+                                    Grid.Column="1"
+                                    Foreground="{DynamicResource AccentButtonBackground}"
+                                    Text="{Binding Model.CreatorUsername}" />
+
+                                <Separator
+                                    Grid.Row="1"
+                                    Grid.Column="0"
+                                    Grid.ColumnSpan="2"
+                                    Margin="0,4" />
+
+                                <TextBlock
+                                    Grid.Row="2"
+                                    Grid.Column="0"
+                                    Text="Platform" />
+                                <TextBlock
+                                    Grid.Row="2"
+                                    Grid.Column="1"
+                                    Text="{Binding Model.PlatformName}" />
+
+                                <Separator
+                                    Grid.Row="3"
+                                    Grid.Column="0"
+                                    Grid.ColumnSpan="2"
+                                    Margin="0,4" />
+
+                                <TextBlock
+                                    Grid.Row="4"
+                                    Grid.Column="0"
+                                    Text="Type" />
+                                <TextBlock
+                                    Grid.Row="4"
+                                    Grid.Column="1"
+                                    Text="{Binding Model.Type}" />
+
+                                <Separator
+                                    Grid.Row="5"
+                                    Grid.Column="0"
+                                    Grid.ColumnSpan="2"
+                                    Margin="0,4" />
+
+                                <TextBlock
+                                    Grid.Row="6"
+                                    Grid.Column="0"
+                                    Text="Base Model" />
+                                <TextBlock
+                                    Grid.Row="6"
+                                    Grid.Column="1"
+                                    Text="{Binding Model.Version.BaseModel}" />
+
+                                <Separator
+                                    Grid.Row="7"
+                                    Grid.Column="0"
+                                    Grid.ColumnSpan="2"
+                                    Margin="0,4" />
+
+                                <TextBlock
+                                    Grid.Row="8"
+                                    Grid.Column="0"
+                                    Text="Downloads" />
+                                <TextBlock
+                                    Grid.Row="8"
+                                    Grid.Column="1"
+                                    Text="{Binding Model.DownloadCount, Converter={StaticResource KiloFormatterConverter}}" />
+                            </avalonia1:SpacedGrid>
+                        </StackPanel>
+                    </controls:Card>
+
+                    <!--  Trigger words card  -->
+                    <controls:Card Padding="12" IsVisible="{Binding Model.Version.Trigger.Count}">
+                        <StackPanel Spacing="8">
+                            <TextBlock
+                                FontSize="20"
+                                FontWeight="Light"
+                                Text="Trigger Words" />
+                            <ItemsRepeater ItemsSource="{Binding Model.Version.Trigger}">
+                                <ItemsRepeater.Layout>
+                                    <WrapLayout
+                                        HorizontalSpacing="4"
+                                        Orientation="Horizontal"
+                                        VerticalSpacing="4" />
+                                </ItemsRepeater.Layout>
+                                <ItemsRepeater.ItemTemplate>
+                                    <DataTemplate>
+                                        <Border
+                                            Padding="8,4"
+                                            Background="{DynamicResource ControlFillColorDefaultBrush}"
+                                            CornerRadius="4">
+                                            <TextBlock
+                                                FontFamily="Cascadia Code,Consolas,Menlo,Monospace,DejaVu Sans Mono,monospace"
+                                                FontSize="13"
+                                                Text="{Binding}" />
+                                        </Border>
+                                    </DataTemplate>
+                                </ItemsRepeater.ItemTemplate>
+                            </ItemsRepeater>
+                        </StackPanel>
+                    </controls:Card>
+
+                    <!--  Files card  -->
+                    <controls:Card Padding="12">
+                        <StackPanel Spacing="8">
+                            <TextBlock
+                                FontSize="20"
+                                FontWeight="Light"
+                                Text="Files" />
+                            <ItemsRepeater ItemsSource="{Binding Files}">
+                                <ItemsRepeater.ItemTemplate>
+                                    <DataTemplate DataType="{x:Type civArchive:CivArchiveModelFile}">
+                                        <Border Margin="0,0,0,8" Padding="0,4">
+                                            <StackPanel Spacing="4">
+                                                <TextBlock
+                                                    FontWeight="SemiBold"
+                                                    Text="{Binding Name}"
+                                                    TextWrapping="Wrap" />
+                                                <StackPanel Orientation="Horizontal" Spacing="8">
+                                                    <TextBlock
+                                                        FontSize="12"
+                                                        Foreground="{DynamicResource TextControlForegroundDisabled}"
+                                                        Text="{Binding FormattedSize}" />
+                                                    <TextBlock
+                                                        FontSize="12"
+                                                        Foreground="{DynamicResource TextControlForegroundDisabled}"
+                                                        Text="{Binding Type}" />
+                                                </StackPanel>
+                                                <TextBlock
+                                                    FontSize="11"
+                                                    Foreground="{DynamicResource TextControlForegroundDisabled}"
+                                                    IsVisible="{Binding Sha256, Converter={x:Static StringConverters.IsNotNullOrEmpty}}"
+                                                    TextWrapping="Wrap">
+                                                    <Run Text="SHA256: " /><Run Text="{Binding Sha256}" />
+                                                </TextBlock>
+                                                <StackPanel
+                                                    Margin="0,4,0,0"
+                                                    Orientation="Horizontal"
+                                                    Spacing="4">
+                                                    <Button
+                                                        Padding="6,3"
+                                                        Command="{Binding #Root.DataContext.CopySha256Command}"
+                                                        CommandParameter="{Binding .}"
+                                                        Content="Copy SHA256"
+                                                        FontSize="12"
+                                                        IsVisible="{Binding Sha256, Converter={x:Static StringConverters.IsNotNullOrEmpty}}" />
+                                                    <ItemsRepeater ItemsSource="{Binding Mirrors}">
+                                                        <ItemsRepeater.Layout>
+                                                            <StackLayout Orientation="Horizontal" Spacing="4" />
+                                                        </ItemsRepeater.Layout>
+                                                        <ItemsRepeater.ItemTemplate>
+                                                            <DataTemplate DataType="{x:Type civArchive:CivArchiveFileMirror}">
+                                                                <Button
+                                                                    Padding="6,3"
+                                                                    Command="{Binding #Root.DataContext.OpenFileMirrorCommand}"
+                                                                    CommandParameter="{Binding .}"
+                                                                    Content="{Binding Source}"
+                                                                    FontSize="12" />
+                                                            </DataTemplate>
+                                                        </ItemsRepeater.ItemTemplate>
+                                                    </ItemsRepeater>
+                                                </StackPanel>
+                                            </StackPanel>
+                                        </Border>
+                                    </DataTemplate>
+                                </ItemsRepeater.ItemTemplate>
+                            </ItemsRepeater>
+                        </StackPanel>
+                    </controls:Card>
+
+                    <!--  Source links card  -->
+                    <controls:Card Padding="12" IsVisible="{Binding Mirrors.Count}">
+                        <StackPanel Spacing="8">
+                            <TextBlock
+                                FontSize="20"
+                                FontWeight="Light"
+                                Text="Source Links" />
+                            <ItemsRepeater ItemsSource="{Binding Mirrors}">
+                                <ItemsRepeater.ItemTemplate>
+                                    <DataTemplate DataType="{x:Type civArchive:CivArchiveVersionMirror}">
+                                        <Button
+                                            Margin="0,0,0,4"
+                                            HorizontalAlignment="Left"
+                                            Command="{Binding #Root.DataContext.OpenVersionMirrorCommand}"
+                                            CommandParameter="{Binding .}">
+                                            <StackPanel Orientation="Horizontal" Spacing="8">
+                                                <avalonia:Icon
+                                                    VerticalAlignment="Center"
+                                                    FontSize="12"
+                                                    Value="fa-solid fa-up-right-from-square" />
+                                                <TextBlock VerticalAlignment="Center" Text="{Binding Platform}" />
+                                                <TextBlock
+                                                    VerticalAlignment="Center"
+                                                    Foreground="{DynamicResource TextControlForegroundDisabled}"
+                                                    IsVisible="{Binding VersionName, Converter={x:Static StringConverters.IsNotNullOrEmpty}}"
+                                                    Text="{Binding VersionName}" />
+                                            </StackPanel>
+                                        </Button>
+                                    </DataTemplate>
+                                </ItemsRepeater.ItemTemplate>
+                            </ItemsRepeater>
+                        </StackPanel>
+                    </controls:Card>
+                </StackPanel>
+            </ScrollViewer>
+        </Grid>
+
+        <!--  Error overlay  -->
+        <TextBlock
+            Grid.RowSpan="4"
+            HorizontalAlignment="Center"
+            VerticalAlignment="Center"
+            FontSize="18"
+            IsVisible="{Binding ErrorText, Converter={x:Static StringConverters.IsNotNullOrEmpty}}"
+            Text="{Binding ErrorText}" />
+
+        <!--  Loading overlay  -->
+        <controls:ProgressRing
+            Grid.RowSpan="4"
+            Width="128"
+            Height="128"
+            HorizontalAlignment="Center"
+            VerticalAlignment="Center"
+            IsIndeterminate="True"
+            IsVisible="{Binding IsLoading}" />
+    </Grid>
+</controls:UserControlBase>
diff --git a/StabilityMatrix.Avalonia/Views/CivArchiveDetailsPage.axaml.cs b/StabilityMatrix.Avalonia/Views/CivArchiveDetailsPage.axaml.cs
new file mode 100644
index 000000000..8505af7b4
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Views/CivArchiveDetailsPage.axaml.cs
@@ -0,0 +1,26 @@
+using Avalonia;
+using Avalonia.Controls;
+using Avalonia.Input;
+using Injectio.Attributes;
+using StabilityMatrix.Avalonia.Controls;
+
+namespace StabilityMatrix.Avalonia.Views;
+
+[RegisterTransient<CivArchiveDetailsPage>]
+public partial class CivArchiveDetailsPage : UserControlBase
+{
+    public CivArchiveDetailsPage()
+    {
+        InitializeComponent();
+    }
+
+    private void ImageScroller_OnPointerWheelChanged(object? sender, PointerWheelEventArgs e)
+    {
+        if (sender is not ScrollViewer sv)
+            return;
+
+        var scrollAmount = e.Delta.Y * 75;
+        sv.Offset = new Vector(sv.Offset.X - scrollAmount, sv.Offset.Y);
+        e.Handled = true;
+    }
+}
diff --git a/StabilityMatrix.Core/Api/CivArchiveApiClient.cs b/StabilityMatrix.Core/Api/CivArchiveApiClient.cs
new file mode 100644
index 000000000..7b6c1aa13
--- /dev/null
+++ b/StabilityMatrix.Core/Api/CivArchiveApiClient.cs
@@ -0,0 +1,493 @@
+using System.Net;
+using System.Text.Json;
+using System.Text.Json.Serialization;
+using System.Text.RegularExpressions;
+using Injectio.Attributes;
+using Microsoft.Extensions.Logging;
+using StabilityMatrix.Core.Models.Api.CivArchive;
+
+namespace StabilityMatrix.Core.Api;
+
+[RegisterSingleton<ICivArchiveApiClient, CivArchiveApiClient>]
+public partial class CivArchiveApiClient(
+    ILogger<CivArchiveApiClient> logger,
+    IHttpClientFactory httpClientFactory
+) : ICivArchiveApiClient
+{
+    private static readonly Uri BaseUri = new("https://civarchive.com");
+
+    private static readonly JsonSerializerOptions JsonOptions = new() { PropertyNameCaseInsensitive = true };
+
+    private readonly HttpClient httpClient = CreateHttpClient(httpClientFactory);
+    private readonly SemaphoreSlim buildIdLock = new(1, 1);
+    private string? cachedBuildId;
+
+    public async Task<string> GetBuildIdAsync(CancellationToken cancellationToken = default)
+    {
+        if (!string.IsNullOrWhiteSpace(cachedBuildId))
+        {
+            return cachedBuildId;
+        }
+
+        await buildIdLock.WaitAsync(cancellationToken);
+        try
+        {
+            if (!string.IsNullOrWhiteSpace(cachedBuildId))
+            {
+                return cachedBuildId;
+            }
+
+            cachedBuildId = await ResolveBuildIdAsync(cancellationToken);
+            return cachedBuildId;
+        }
+        finally
+        {
+            buildIdLock.Release();
+        }
+    }
+
+    public async Task<CivArchiveSearchResponse> SearchAsync(
+        CivArchiveSearchFilters filters,
+        CancellationToken cancellationToken = default
+    )
+    {
+        ArgumentNullException.ThrowIfNull(filters);
+
+        var routePath = string.IsNullOrWhiteSpace(filters.RoutePath) ? "/top-models" : filters.RoutePath;
+        var relativePath = BuildSearchDataPath(routePath, filters);
+        var response = await GetNextDataAsync<CivArchiveListPageResponse>(relativePath, cancellationToken);
+
+        var pageProps =
+            response.PageProps
+            ?? throw new InvalidOperationException("CivArchive list page was missing pageProps");
+
+        var effectiveFilters = pageProps.Filters?.ToSearchFilters() ?? filters;
+
+        return new CivArchiveSearchResponse
+        {
+            Results = pageProps.Data?.Results ?? [],
+            FilterOptions = new CivArchiveFilterOptions
+            {
+                BaseModels = pageProps.FilterOptions?.BaseModels ?? [],
+                ModelTypes = pageProps.FilterOptions?.ModelTypes ?? [],
+            },
+            EffectiveFilters = effectiveFilters,
+            CanonicalUrl = pageProps.CanonicalUrl ?? string.Empty,
+            Hits = pageProps.Data?.Hits ?? 0,
+            TotalHits = pageProps.Data?.TotalHits ?? 0,
+        };
+    }
+
+    public async Task<CivArchiveModelDetailsResponse> GetModelDetailsAsync(
+        string relativeUrl,
+        CancellationToken cancellationToken = default
+    )
+    {
+        if (string.IsNullOrWhiteSpace(relativeUrl))
+        {
+            throw new ArgumentException("Relative URL is required", nameof(relativeUrl));
+        }
+
+        var nextDataPath = BuildDetailDataPath(relativeUrl);
+        var response = await GetNextDataAsync<CivArchiveDetailPageResponse>(nextDataPath, cancellationToken);
+
+        var pageProps =
+            response.PageProps
+            ?? throw new InvalidOperationException("CivArchive detail page was missing pageProps");
+
+        var model =
+            pageProps.Model
+            ?? throw new InvalidOperationException("CivArchive detail page was missing model data");
+
+        // The API returns version, platform, and platform_name as siblings of model
+        // under pageProps, so merge them into the model object
+        if (pageProps.Version is not null)
+        {
+            model.Version = pageProps.Version;
+        }
+
+        model.Platform ??= pageProps.Platform;
+        model.PlatformName ??= pageProps.PlatformName;
+
+        return new CivArchiveModelDetailsResponse { Model = model };
+    }
+
+    public Uri GetAbsoluteUri(string relativeUrl)
+    {
+        if (string.IsNullOrWhiteSpace(relativeUrl))
+        {
+            return BaseUri;
+        }
+
+        return Uri.TryCreate(relativeUrl, UriKind.Absolute, out var absolute)
+            ? absolute
+            : new Uri(BaseUri, relativeUrl);
+    }
+
+    public static string BuildSearchDataPath(string routePath, CivArchiveSearchFilters filters)
+    {
+        var query = new List<string>
+        {
+            $"platform={Uri.EscapeDataString(filters.Platform.ToApiString())}",
+            $"sort={Uri.EscapeDataString(filters.Sort.ToApiString())}",
+            $"rating={Uri.EscapeDataString(filters.Rating.ToApiString())}",
+            $"platform_status={Uri.EscapeDataString(filters.PlatformStatus.ToApiString())}",
+            $"kind={Uri.EscapeDataString(filters.Kind.ToApiString())}",
+            $"period={Uri.EscapeDataString(filters.Period.ToApiString())}",
+            $"page={filters.Page}",
+        };
+
+        if (!string.IsNullOrWhiteSpace(filters.Query))
+        {
+            query.Add($"q={Uri.EscapeDataString(filters.Query)}");
+        }
+
+        if (!string.IsNullOrWhiteSpace(filters.Tags))
+        {
+            query.Add($"tags={Uri.EscapeDataString(filters.Tags)}");
+        }
+
+        if (!string.IsNullOrWhiteSpace(filters.Username))
+        {
+            query.Add($"username={Uri.EscapeDataString(filters.Username)}");
+        }
+
+        if (filters.Types.Count > 0)
+        {
+            query.Add($"type={Uri.EscapeDataString(string.Join(",", filters.Types))}");
+        }
+
+        if (filters.BaseModels.Count > 0)
+        {
+            query.Add($"base_model={Uri.EscapeDataString(string.Join(",", filters.BaseModels))}");
+        }
+
+        return $"{NormalizeRoutePath(routePath)}.json?{string.Join("&", query)}";
+    }
+
+    public static string BuildDetailDataPath(string relativeUrl)
+    {
+        var uri = new Uri(BaseUri, relativeUrl);
+        var path = uri.AbsolutePath.TrimEnd('/');
+        if (string.IsNullOrWhiteSpace(path))
+        {
+            throw new InvalidOperationException("Relative URL did not contain a route path");
+        }
+
+        // Apply Next.js rewrite rules: /{platform}/models/{id}/versions/{versionId}
+        // rewrites to /models/{id}?modelVersionId={versionId}&platform={platform}
+        var rewriteMatch = PlatformDetailRewriteRegex().Match(path);
+        if (rewriteMatch.Success)
+        {
+            var platform = rewriteMatch.Groups["platform"].Value;
+            var modelId = rewriteMatch.Groups["modelId"].Value;
+            var versionId = rewriteMatch.Groups["versionId"].Value;
+
+            return $"/models/{modelId}.json?modelVersionId={versionId}&platform={platform}";
+        }
+
+        // Also handle /{platform}/models/{id} (without version)
+        var platformModelMatch = PlatformModelRewriteRegex().Match(path);
+        if (platformModelMatch.Success)
+        {
+            var platform = platformModelMatch.Groups["platform"].Value;
+            var modelId = platformModelMatch.Groups["modelId"].Value;
+
+            return $"/models/{modelId}.json?platform={platform}";
+        }
+
+        // Handle /models/{id}/{slug} → /models/{id}
+        var slugMatch = ModelSlugRewriteRegex().Match(path);
+        if (slugMatch.Success)
+        {
+            var modelId = slugMatch.Groups["modelId"].Value;
+
+            return $"/models/{modelId}.json{uri.Query}";
+        }
+
+        return $"{path}.json{uri.Query}";
+    }
+
+    private async Task<TResponse> GetNextDataAsync<TResponse>(
+        string routeWithQuery,
+        CancellationToken cancellationToken
+    )
+    {
+        return await GetNextDataAsync<TResponse>(
+            routeWithQuery,
+            allowBuildIdRefresh: true,
+            cancellationToken
+        );
+    }
+
+    private async Task<TResponse> GetNextDataAsync<TResponse>(
+        string routeWithQuery,
+        bool allowBuildIdRefresh,
+        CancellationToken cancellationToken
+    )
+    {
+        var buildId = await GetBuildIdAsync(cancellationToken);
+        var url = $"/_next/data/{buildId}{routeWithQuery}";
+
+        using var response = await httpClient.GetAsync(url, cancellationToken);
+        if (response.StatusCode == HttpStatusCode.NotFound && allowBuildIdRefresh)
+        {
+            logger.LogInformation("CivArchive buildId {BuildId} appears stale, refreshing", buildId);
+            await RefreshBuildIdAsync(cancellationToken);
+            return await GetNextDataAsync<TResponse>(
+                routeWithQuery,
+                allowBuildIdRefresh: false,
+                cancellationToken
+            );
+        }
+
+        response.EnsureSuccessStatusCode();
+
+        await using var stream = await response.Content.ReadAsStreamAsync(cancellationToken);
+        return (await JsonSerializer.DeserializeAsync<TResponse>(stream, JsonOptions, cancellationToken))
+            ?? throw new InvalidOperationException("Failed to deserialize CivArchive response");
+    }
+
+    private async Task RefreshBuildIdAsync(CancellationToken cancellationToken)
+    {
+        await buildIdLock.WaitAsync(cancellationToken);
+        try
+        {
+            cachedBuildId = await ResolveBuildIdAsync(cancellationToken);
+        }
+        finally
+        {
+            buildIdLock.Release();
+        }
+    }
+
+    private async Task<string> ResolveBuildIdAsync(CancellationToken cancellationToken)
+    {
+        var html = await httpClient.GetStringAsync("/", cancellationToken);
+        var match = BuildIdRegex().Match(html);
+        if (!match.Success)
+        {
+            throw new InvalidOperationException("Unable to resolve CivArchive buildId");
+        }
+
+        return match.Groups["buildId"].Value;
+    }
+
+    private static HttpClient CreateHttpClient(IHttpClientFactory httpClientFactory)
+    {
+        var client = httpClientFactory.CreateClient();
+        client.BaseAddress ??= BaseUri;
+        client.Timeout = TimeSpan.FromSeconds(60);
+        return client;
+    }
+
+    private static string NormalizeRoutePath(string routePath)
+    {
+        if (string.IsNullOrWhiteSpace(routePath))
+        {
+            return "/top-models";
+        }
+
+        return routePath.StartsWith('/') ? routePath : "/" + routePath;
+    }
+
+    [GeneratedRegex("\"buildId\":\"(?<buildId>[^\"]+)\"")]
+    private static partial Regex BuildIdRegex();
+
+    private const string PlatformNames =
+        "tensorart|seaart|civision|pixai|tungsten|yodayo|moescape|shakker|tensorhub|civitai|huggingface|modelscope";
+
+    // Matches /{platform}/models/{id}/versions/{versionId}
+    [GeneratedRegex(
+        $@"^/(?<platform>{PlatformNames})/models/(?<modelId>[^/]+)/versions/(?<versionId>[^/]+)$"
+    )]
+    private static partial Regex PlatformDetailRewriteRegex();
+
+    // Matches /{platform}/models/{id} (without version)
+    [GeneratedRegex($@"^/(?<platform>{PlatformNames})/models/(?<modelId>[^/]+)$")]
+    private static partial Regex PlatformModelRewriteRegex();
+
+    // Matches /models/{id}/{slug} (slug rewrite to /models/{id})
+    [GeneratedRegex(@"^/models/(?<modelId>[^/]+)/(?<slug>[^/?]+)$")]
+    private static partial Regex ModelSlugRewriteRegex();
+
+    private sealed class CivArchiveListPageResponse
+    {
+        [JsonPropertyName("pageProps")]
+        public CivArchiveListPageProps? PageProps { get; set; }
+    }
+
+    private sealed class CivArchiveListPageProps
+    {
+        [JsonPropertyName("canonicalUrl")]
+        public string? CanonicalUrl { get; set; }
+
+        [JsonPropertyName("data")]
+        public CivArchiveListData? Data { get; set; }
+
+        [JsonPropertyName("filterOptions")]
+        public CivArchiveFilterOptionsDto? FilterOptions { get; set; }
+
+        [JsonPropertyName("filters")]
+        public CivArchiveFiltersDto? Filters { get; set; }
+    }
+
+    private sealed class CivArchiveListData
+    {
+        [JsonPropertyName("results")]
+        public List<CivArchiveSearchResult> Results { get; set; } = [];
+
+        [JsonPropertyName("hits")]
+        public int Hits { get; set; }
+
+        [JsonPropertyName("totalHits")]
+        public int TotalHits { get; set; }
+    }
+
+    private sealed class CivArchiveFilterOptionsDto
+    {
+        [JsonPropertyName("baseModels")]
+        public List<string> BaseModels { get; set; } = [];
+
+        [JsonPropertyName("modelTypes")]
+        public List<string> ModelTypes { get; set; } = [];
+    }
+
+    private sealed class CivArchiveDetailPageResponse
+    {
+        [JsonPropertyName("pageProps")]
+        public CivArchiveDetailPageProps? PageProps { get; set; }
+    }
+
+    private sealed class CivArchiveDetailPageProps
+    {
+        [JsonPropertyName("model")]
+        public CivArchiveModelDetails? Model { get; set; }
+
+        [JsonPropertyName("version")]
+        public CivArchiveModelVersion? Version { get; set; }
+
+        [JsonPropertyName("platform")]
+        public string? Platform { get; set; }
+
+        [JsonPropertyName("platform_name")]
+        public string? PlatformName { get; set; }
+    }
+
+    private sealed class CivArchiveFiltersDto
+    {
+        [JsonPropertyName("q")]
+        public string? Query { get; set; }
+
+        [JsonPropertyName("type")]
+        [JsonConverter(typeof(CivArchiveStringOrArrayConverter))]
+        public List<string> Types { get; set; } = [];
+
+        [JsonPropertyName("base_model")]
+        [JsonConverter(typeof(CivArchiveStringOrArrayConverter))]
+        public List<string> BaseModels { get; set; } = [];
+
+        [JsonPropertyName("platform")]
+        public string? Platform { get; set; }
+
+        [JsonPropertyName("sort")]
+        public string? Sort { get; set; }
+
+        [JsonPropertyName("rating")]
+        public string? Rating { get; set; }
+
+        [JsonPropertyName("platform_status")]
+        public string? PlatformStatus { get; set; }
+
+        [JsonPropertyName("kind")]
+        public string? Kind { get; set; }
+
+        [JsonPropertyName("tags")]
+        public string? Tags { get; set; }
+
+        [JsonPropertyName("username")]
+        public string? Username { get; set; }
+
+        [JsonPropertyName("period")]
+        public string? Period { get; set; }
+
+        [JsonPropertyName("page")]
+        public int Page { get; set; } = 1;
+
+        public CivArchiveSearchFilters ToSearchFilters()
+        {
+            return new CivArchiveSearchFilters
+            {
+                Query = Query ?? string.Empty,
+                Types = Types is ["all"] ? [] : Types,
+                BaseModels = BaseModels is ["all"] ? [] : BaseModels,
+                Platform = CivArchiveEnumExtensions.ParsePlatform(Platform ?? "all"),
+                Sort = CivArchiveEnumExtensions.ParseSort(Sort ?? "top"),
+                Rating = CivArchiveEnumExtensions.ParseRating(Rating ?? "safe"),
+                PlatformStatus = CivArchiveEnumExtensions.ParsePlatformStatus(PlatformStatus ?? "all"),
+                Kind = CivArchiveEnumExtensions.ParseKind(Kind ?? "all"),
+                Tags = Tags ?? string.Empty,
+                Username = Username ?? string.Empty,
+                Period = CivArchiveEnumExtensions.ParsePeriod(Period ?? "all"),
+                Page = Page,
+            };
+        }
+    }
+
+    private sealed class CivArchiveStringOrArrayConverter : JsonConverter<List<string>>
+    {
+        public override List<string> Read(
+            ref Utf8JsonReader reader,
+            Type typeToConvert,
+            JsonSerializerOptions options
+        )
+        {
+            var results = new List<string>();
+
+            if (reader.TokenType == JsonTokenType.String)
+            {
+                var value = reader.GetString();
+                if (!string.IsNullOrWhiteSpace(value))
+                {
+                    results.Add(value);
+                }
+
+                return results;
+            }
+
+            if (reader.TokenType != JsonTokenType.StartArray)
+            {
+                throw new JsonException($"Unsupported token {reader.TokenType} for string array");
+            }
+
+            while (reader.Read())
+            {
+                if (reader.TokenType == JsonTokenType.EndArray)
+                {
+                    return results;
+                }
+
+                if (reader.TokenType == JsonTokenType.String)
+                {
+                    var value = reader.GetString();
+                    if (!string.IsNullOrWhiteSpace(value))
+                    {
+                        results.Add(value);
+                    }
+                }
+            }
+
+            return results;
+        }
+
+        public override void Write(Utf8JsonWriter writer, List<string> value, JsonSerializerOptions options)
+        {
+            writer.WriteStartArray();
+            foreach (var item in value)
+            {
+                writer.WriteStringValue(item);
+            }
+            writer.WriteEndArray();
+        }
+    }
+}
diff --git a/StabilityMatrix.Core/Api/Handlers/RequestLoggingHandler.cs b/StabilityMatrix.Core/Api/Handlers/RequestLoggingHandler.cs
new file mode 100644
index 000000000..675856edd
--- /dev/null
+++ b/StabilityMatrix.Core/Api/Handlers/RequestLoggingHandler.cs
@@ -0,0 +1,21 @@
+using Injectio.Attributes;
+using Microsoft.Extensions.Logging;
+
+namespace StabilityMatrix.Core.Api.Handlers;
+
+[RegisterTransient]
+public class RequestLoggingHandler(ILogger<RequestLoggingHandler> logger) : DelegatingHandler
+{
+    protected override async Task<HttpResponseMessage> SendAsync(
+        HttpRequestMessage request,
+        CancellationToken cancellationToken
+    )
+    {
+        logger.LogInformation(
+            "Refit Request URL: {RequestUri} ({RequestMethod})",
+            request.RequestUri,
+            request.Method
+        );
+        return await base.SendAsync(request, cancellationToken).ConfigureAwait(false);
+    }
+}
diff --git a/StabilityMatrix.Core/Api/ICivArchiveApiClient.cs b/StabilityMatrix.Core/Api/ICivArchiveApiClient.cs
new file mode 100644
index 000000000..48980b824
--- /dev/null
+++ b/StabilityMatrix.Core/Api/ICivArchiveApiClient.cs
@@ -0,0 +1,17 @@
+using StabilityMatrix.Core.Models.Api.CivArchive;
+
+namespace StabilityMatrix.Core.Api;
+
+public interface ICivArchiveApiClient
+{
+    Task<string> GetBuildIdAsync(CancellationToken cancellationToken = default);
+    Task<CivArchiveSearchResponse> SearchAsync(
+        CivArchiveSearchFilters filters,
+        CancellationToken cancellationToken = default
+    );
+    Task<CivArchiveModelDetailsResponse> GetModelDetailsAsync(
+        string relativeUrl,
+        CancellationToken cancellationToken = default
+    );
+    Uri GetAbsoluteUri(string relativeUrl);
+}
diff --git a/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveEnums.cs b/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveEnums.cs
new file mode 100644
index 000000000..32734acb7
--- /dev/null
+++ b/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveEnums.cs
@@ -0,0 +1,194 @@
+using System;
+using System.Collections.Generic;
+
+namespace StabilityMatrix.Core.Models.Api.CivArchive;
+
+public enum CivArchiveSortOption
+{
+    Newest,
+    Oldest,
+    Top,
+    Relevance,
+    DeletedNewest,
+    DeletedOldest,
+}
+
+public enum CivArchiveKindOption
+{
+    All,
+    Version,
+    User,
+    File,
+}
+
+public enum CivArchivePeriodOption
+{
+    Week,
+    Month,
+    Quarter,
+    Half,
+    Year,
+    All,
+}
+
+public enum CivArchiveRatingOption
+{
+    All,
+    Explicit,
+    Safe,
+}
+
+public enum CivArchivePlatformStatusOption
+{
+    All,
+    Available,
+    Deleted,
+}
+
+public enum CivArchivePlatformOption
+{
+    All,
+    Civitai,
+    Tensorart,
+    Tensorhub,
+    Seaart,
+    Civision,
+    Pixai,
+    Tungsten,
+    Yodayo,
+    Moescape,
+    Shakker,
+    Huggingface,
+    Modelscope,
+    ModelscopeCn,
+}
+
+public static class CivArchiveEnumExtensions
+{
+    private static readonly IReadOnlyDictionary<CivArchiveSortOption, string> SortMap = new Dictionary<
+        CivArchiveSortOption,
+        string
+    >
+    {
+        [CivArchiveSortOption.Newest] = "newest",
+        [CivArchiveSortOption.Oldest] = "oldest",
+        [CivArchiveSortOption.Top] = "top",
+        [CivArchiveSortOption.Relevance] = "relevance",
+        [CivArchiveSortOption.DeletedNewest] = "deleted_newest",
+        [CivArchiveSortOption.DeletedOldest] = "deleted_oldest",
+    };
+
+    private static readonly IReadOnlyDictionary<CivArchiveKindOption, string> KindMap = new Dictionary<
+        CivArchiveKindOption,
+        string
+    >
+    {
+        [CivArchiveKindOption.All] = "all",
+        [CivArchiveKindOption.Version] = "version",
+        [CivArchiveKindOption.User] = "user",
+        [CivArchiveKindOption.File] = "file",
+    };
+
+    private static readonly IReadOnlyDictionary<CivArchivePeriodOption, string> PeriodMap = new Dictionary<
+        CivArchivePeriodOption,
+        string
+    >
+    {
+        [CivArchivePeriodOption.Week] = "week",
+        [CivArchivePeriodOption.Month] = "month",
+        [CivArchivePeriodOption.Quarter] = "quarter",
+        [CivArchivePeriodOption.Half] = "half",
+        [CivArchivePeriodOption.Year] = "year",
+        [CivArchivePeriodOption.All] = "all",
+    };
+
+    private static readonly IReadOnlyDictionary<CivArchiveRatingOption, string> RatingMap = new Dictionary<
+        CivArchiveRatingOption,
+        string
+    >
+    {
+        [CivArchiveRatingOption.All] = "all",
+        [CivArchiveRatingOption.Explicit] = "explicit",
+        [CivArchiveRatingOption.Safe] = "safe",
+    };
+
+    private static readonly IReadOnlyDictionary<CivArchivePlatformStatusOption, string> PlatformStatusMap =
+        new Dictionary<CivArchivePlatformStatusOption, string>
+        {
+            [CivArchivePlatformStatusOption.All] = "all",
+            [CivArchivePlatformStatusOption.Available] = "available",
+            [CivArchivePlatformStatusOption.Deleted] = "deleted",
+        };
+
+    private static readonly IReadOnlyDictionary<CivArchivePlatformOption, string> PlatformMap =
+        new Dictionary<CivArchivePlatformOption, string>
+        {
+            [CivArchivePlatformOption.All] = "all",
+            [CivArchivePlatformOption.Civitai] = "civitai",
+            [CivArchivePlatformOption.Tensorart] = "tensorart",
+            [CivArchivePlatformOption.Tensorhub] = "tensorhub",
+            [CivArchivePlatformOption.Seaart] = "seaart",
+            [CivArchivePlatformOption.Civision] = "civision",
+            [CivArchivePlatformOption.Pixai] = "pixai",
+            [CivArchivePlatformOption.Tungsten] = "tungsten",
+            [CivArchivePlatformOption.Yodayo] = "yodayo",
+            [CivArchivePlatformOption.Moescape] = "moescape",
+            [CivArchivePlatformOption.Shakker] = "shakker",
+            [CivArchivePlatformOption.Huggingface] = "huggingface",
+            [CivArchivePlatformOption.Modelscope] = "modelscope",
+            [CivArchivePlatformOption.ModelscopeCn] = "modelscope_cn",
+        };
+
+    public static string ToApiString(this CivArchiveSortOption value) => SortMap[value];
+
+    public static string ToApiString(this CivArchiveKindOption value) => KindMap[value];
+
+    public static string ToApiString(this CivArchivePeriodOption value) => PeriodMap[value];
+
+    public static string ToApiString(this CivArchiveRatingOption value) => RatingMap[value];
+
+    public static string ToApiString(this CivArchivePlatformStatusOption value) => PlatformStatusMap[value];
+
+    public static string ToApiString(this CivArchivePlatformOption value) => PlatformMap[value];
+
+    public static CivArchiveSortOption ParseSort(string value) =>
+        ParseFromMap(value, SortMap, CivArchiveSortOption.Top);
+
+    public static CivArchiveKindOption ParseKind(string value) =>
+        ParseFromMap(value, KindMap, CivArchiveKindOption.All);
+
+    public static CivArchivePeriodOption ParsePeriod(string value) =>
+        ParseFromMap(value, PeriodMap, CivArchivePeriodOption.All);
+
+    public static CivArchiveRatingOption ParseRating(string value) =>
+        ParseFromMap(value, RatingMap, CivArchiveRatingOption.Safe);
+
+    public static CivArchivePlatformStatusOption ParsePlatformStatus(string value) =>
+        ParseFromMap(value, PlatformStatusMap, CivArchivePlatformStatusOption.All);
+
+    public static CivArchivePlatformOption ParsePlatform(string value) =>
+        ParseFromMap(value, PlatformMap, CivArchivePlatformOption.All);
+
+    private static TEnum ParseFromMap<TEnum>(
+        string? value,
+        IReadOnlyDictionary<TEnum, string> map,
+        TEnum fallback
+    )
+        where TEnum : struct, Enum
+    {
+        if (string.IsNullOrWhiteSpace(value))
+        {
+            return fallback;
+        }
+
+        foreach (var kvp in map)
+        {
+            if (string.Equals(kvp.Value, value, StringComparison.OrdinalIgnoreCase))
+            {
+                return kvp.Key;
+            }
+        }
+
+        return fallback;
+    }
+}
diff --git a/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveModelDetails.cs b/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveModelDetails.cs
new file mode 100644
index 000000000..97f3c10ae
--- /dev/null
+++ b/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveModelDetails.cs
@@ -0,0 +1,317 @@
+using System;
+using System.Collections.Generic;
+using System.Text.Json.Serialization;
+using StabilityMatrix.Core.Models;
+
+namespace StabilityMatrix.Core.Models.Api.CivArchive;
+
+public class CivArchiveModelDetailsResponse
+{
+    public required CivArchiveModelDetails Model { get; init; }
+}
+
+public class CivArchiveModelDetails
+{
+    [JsonPropertyName("id")]
+    public JsonNodeIdWrapper? IdWrapper { get; set; }
+
+    [JsonIgnore]
+    public string Id => IdWrapper?.ToString() ?? string.Empty;
+
+    [JsonPropertyName("name")]
+    public string Name { get; set; } = string.Empty;
+
+    [JsonPropertyName("type")]
+    public string? Type { get; set; }
+
+    [JsonPropertyName("description")]
+    public string? Description { get; set; }
+
+    [JsonPropertyName("username")]
+    public string? Username { get; set; }
+
+    [JsonPropertyName("downloadCount")]
+    public long DownloadCount { get; set; }
+
+    [JsonPropertyName("favoriteCount")]
+    public long FavoriteCount { get; set; }
+
+    [JsonPropertyName("commentCount")]
+    public long CommentCount { get; set; }
+
+    [JsonPropertyName("ratingCount")]
+    public long RatingCount { get; set; }
+
+    [JsonPropertyName("rating")]
+    public double Rating { get; set; }
+
+    [JsonPropertyName("is_nsfw")]
+    public bool IsNsfw { get; set; }
+
+    [JsonPropertyName("createdAt")]
+    public DateTimeOffset? CreatedAt { get; set; }
+
+    [JsonPropertyName("updatedAt")]
+    public DateTimeOffset? UpdatedAt { get; set; }
+
+    [JsonPropertyName("deletedAt")]
+    public DateTimeOffset? DeletedAt { get; set; }
+
+    [JsonPropertyName("tags")]
+    public IReadOnlyList<string> Tags { get; set; } = [];
+
+    [JsonPropertyName("creator_username")]
+    public string? CreatorUsername { get; set; }
+
+    [JsonPropertyName("creator_name")]
+    public string? CreatorName { get; set; }
+
+    [JsonPropertyName("creator_url")]
+    public string? CreatorUrl { get; set; }
+
+    [JsonPropertyName("platform")]
+    public string? Platform { get; set; }
+
+    [JsonPropertyName("platform_name")]
+    public string? PlatformName { get; set; }
+
+    [JsonPropertyName("versions")]
+    public IReadOnlyList<CivArchiveVersionReference> Versions { get; set; } = [];
+
+    [JsonPropertyName("version")]
+    public CivArchiveModelVersion? Version { get; set; }
+
+    [JsonPropertyName("meta")]
+    public CivArchiveModelMeta? Meta { get; set; }
+}
+
+public class CivArchiveVersionReference
+{
+    [JsonPropertyName("id")]
+    public JsonNodeIdWrapper? IdWrapper { get; set; }
+
+    [JsonIgnore]
+    public string Id => IdWrapper?.ToString() ?? string.Empty;
+
+    [JsonPropertyName("name")]
+    public string Name { get; set; } = string.Empty;
+
+    [JsonPropertyName("href")]
+    public string Href { get; set; } = string.Empty;
+}
+
+public class CivArchiveModelVersion
+{
+    [JsonPropertyName("id")]
+    public JsonNodeIdWrapper? IdWrapper { get; set; }
+
+    [JsonIgnore]
+    public string Id => IdWrapper?.ToString() ?? string.Empty;
+
+    [JsonPropertyName("modelId")]
+    public JsonNodeIdWrapper? ModelIdWrapper { get; set; }
+
+    [JsonIgnore]
+    public string ModelId => ModelIdWrapper?.ToString() ?? string.Empty;
+
+    [JsonPropertyName("name")]
+    public string Name { get; set; } = string.Empty;
+
+    [JsonPropertyName("baseModel")]
+    public string? BaseModel { get; set; }
+
+    [JsonPropertyName("baseModelType")]
+    public string? BaseModelType { get; set; }
+
+    [JsonPropertyName("description")]
+    public string? Description { get; set; }
+
+    [JsonPropertyName("downloadCount")]
+    public long DownloadCount { get; set; }
+
+    [JsonPropertyName("favoriteCount")]
+    public long FavoriteCount { get; set; }
+
+    [JsonPropertyName("ratingCount")]
+    public long RatingCount { get; set; }
+
+    [JsonPropertyName("rating")]
+    public double Rating { get; set; }
+
+    [JsonPropertyName("is_nsfw")]
+    public bool IsNsfw { get; set; }
+
+    [JsonPropertyName("createdAt")]
+    public DateTimeOffset? CreatedAt { get; set; }
+
+    [JsonPropertyName("updatedAt")]
+    public DateTimeOffset? UpdatedAt { get; set; }
+
+    [JsonPropertyName("deletedAt")]
+    public DateTimeOffset? DeletedAt { get; set; }
+
+    [JsonPropertyName("files")]
+    public IReadOnlyList<CivArchiveModelFile> Files { get; set; } = [];
+
+    [JsonPropertyName("images")]
+    public IReadOnlyList<CivArchiveModelImage> Images { get; set; } = [];
+
+    [JsonPropertyName("trigger")]
+    public IReadOnlyList<string> Trigger { get; set; } = [];
+
+    [JsonPropertyName("allow_download")]
+    public bool AllowDownload { get; set; }
+
+    [JsonPropertyName("download_url")]
+    public string? DownloadUrl { get; set; }
+
+    [JsonPropertyName("platform_url")]
+    public string? PlatformUrl { get; set; }
+
+    [JsonPropertyName("href")]
+    public string? Href { get; set; }
+
+    [JsonPropertyName("mirrors")]
+    public IReadOnlyList<CivArchiveVersionMirror> Mirrors { get; set; } = [];
+}
+
+public class CivArchiveModelFile
+{
+    [JsonPropertyName("id")]
+    public JsonNodeIdWrapper? IdWrapper { get; set; }
+
+    [JsonIgnore]
+    public string Id => IdWrapper?.ToString() ?? string.Empty;
+
+    [JsonPropertyName("name")]
+    public string Name { get; set; } = string.Empty;
+
+    [JsonPropertyName("type")]
+    public string? Type { get; set; }
+
+    [JsonPropertyName("sizeKB")]
+    public double SizeKb { get; set; }
+
+    [JsonIgnore]
+    public string FormattedSize => new FileSizeType(SizeKb).HumanReadableRepresentation;
+
+    [JsonPropertyName("downloadUrl")]
+    public string? DownloadUrl { get; set; }
+
+    [JsonPropertyName("modelId")]
+    public JsonNodeIdWrapper? ModelIdWrapper { get; set; }
+
+    [JsonIgnore]
+    public string ModelId => ModelIdWrapper?.ToString() ?? string.Empty;
+
+    [JsonPropertyName("modelName")]
+    public string? ModelName { get; set; }
+
+    [JsonPropertyName("modelVersionId")]
+    public JsonNodeIdWrapper? ModelVersionIdWrapper { get; set; }
+
+    [JsonIgnore]
+    public string ModelVersionId => ModelVersionIdWrapper?.ToString() ?? string.Empty;
+
+    [JsonPropertyName("is_nsfw")]
+    public bool IsNsfw { get; set; }
+
+    [JsonPropertyName("sha256")]
+    public string? Sha256 { get; set; }
+
+    [JsonPropertyName("createdAt")]
+    public DateTimeOffset? CreatedAt { get; set; }
+
+    [JsonPropertyName("updatedAt")]
+    public DateTimeOffset? UpdatedAt { get; set; }
+
+    [JsonPropertyName("is_primary")]
+    public bool IsPrimary { get; set; }
+
+    [JsonPropertyName("mirrors")]
+    public IReadOnlyList<CivArchiveFileMirror> Mirrors { get; set; } = [];
+}
+
+public class CivArchiveFileMirror
+{
+    [JsonPropertyName("filename")]
+    public string? Filename { get; set; }
+
+    [JsonPropertyName("url")]
+    public string? Url { get; set; }
+
+    [JsonPropertyName("source")]
+    public string? Source { get; set; }
+
+    [JsonPropertyName("deletedAt")]
+    public DateTimeOffset? DeletedAt { get; set; }
+
+    [JsonPropertyName("is_gated")]
+    public bool IsGated { get; set; }
+
+    [JsonPropertyName("is_paid")]
+    public bool IsPaid { get; set; }
+}
+
+public class CivArchiveModelImage
+{
+    [JsonPropertyName("id")]
+    public JsonNodeIdWrapper? IdWrapper { get; set; }
+
+    [JsonIgnore]
+    public string Id => IdWrapper?.ToString() ?? string.Empty;
+
+    [JsonPropertyName("url")]
+    public string? Url { get; set; }
+
+    [JsonPropertyName("link")]
+    public string? Link { get; set; }
+
+    [JsonPropertyName("type")]
+    public string? Type { get; set; }
+}
+
+public class CivArchiveVersionMirror
+{
+    [JsonPropertyName("platform")]
+    public string? Platform { get; set; }
+
+    [JsonPropertyName("href")]
+    public string? Href { get; set; }
+
+    [JsonPropertyName("platform_url")]
+    public string? PlatformUrl { get; set; }
+
+    [JsonPropertyName("name")]
+    public string? Name { get; set; }
+
+    [JsonPropertyName("version_name")]
+    public string? VersionName { get; set; }
+
+    [JsonPropertyName("id")]
+    public JsonNodeIdWrapper? IdWrapper { get; set; }
+
+    [JsonIgnore]
+    public string Id => IdWrapper?.ToString() ?? string.Empty;
+
+    [JsonPropertyName("version_id")]
+    public JsonNodeIdWrapper? VersionIdWrapper { get; set; }
+
+    [JsonIgnore]
+    public string VersionId => VersionIdWrapper?.ToString() ?? string.Empty;
+}
+
+public class CivArchiveModelMeta
+{
+    [JsonPropertyName("title")]
+    public string? Title { get; set; }
+
+    [JsonPropertyName("description")]
+    public string? Description { get; set; }
+
+    [JsonPropertyName("image")]
+    public string? Image { get; set; }
+
+    [JsonPropertyName("canonical")]
+    public string? Canonical { get; set; }
+}
diff --git a/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveSearchFilters.cs b/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveSearchFilters.cs
new file mode 100644
index 000000000..f3aae2f5e
--- /dev/null
+++ b/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveSearchFilters.cs
@@ -0,0 +1,20 @@
+using System.Collections.Generic;
+
+namespace StabilityMatrix.Core.Models.Api.CivArchive;
+
+public class CivArchiveSearchFilters
+{
+    public string Query { get; set; } = string.Empty;
+    public IReadOnlyList<string> Types { get; set; } = [];
+    public IReadOnlyList<string> BaseModels { get; set; } = [];
+    public CivArchivePlatformOption Platform { get; set; } = CivArchivePlatformOption.All;
+    public CivArchiveSortOption Sort { get; set; } = CivArchiveSortOption.Top;
+    public CivArchiveRatingOption Rating { get; set; } = CivArchiveRatingOption.Safe;
+    public CivArchivePlatformStatusOption PlatformStatus { get; set; } = CivArchivePlatformStatusOption.All;
+    public CivArchiveKindOption Kind { get; set; } = CivArchiveKindOption.All;
+    public string Tags { get; set; } = string.Empty;
+    public string Username { get; set; } = string.Empty;
+    public CivArchivePeriodOption Period { get; set; } = CivArchivePeriodOption.All;
+    public int Page { get; set; } = 1;
+    public string RoutePath { get; set; } = "/top-models";
+}
diff --git a/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveSearchResponse.cs b/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveSearchResponse.cs
new file mode 100644
index 000000000..751f50fcc
--- /dev/null
+++ b/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveSearchResponse.cs
@@ -0,0 +1,151 @@
+using System;
+using System.Collections.Generic;
+using System.Text.Json;
+using System.Text.Json.Serialization;
+
+namespace StabilityMatrix.Core.Models.Api.CivArchive;
+
+public class CivArchiveSearchResponse
+{
+    public required IReadOnlyList<CivArchiveSearchResult> Results { get; init; }
+    public required CivArchiveFilterOptions FilterOptions { get; init; }
+    public required CivArchiveSearchFilters EffectiveFilters { get; init; }
+    public required string CanonicalUrl { get; init; }
+    public required int Hits { get; init; }
+    public required int TotalHits { get; init; }
+}
+
+public class CivArchiveFilterOptions
+{
+    public IReadOnlyList<string> BaseModels { get; init; } = [];
+    public IReadOnlyList<string> ModelTypes { get; init; } = [];
+}
+
+public class CivArchiveSearchResult
+{
+    [JsonPropertyName("id")]
+    public string Id { get; set; } = string.Empty;
+
+    [JsonPropertyName("name")]
+    public string Name { get; set; } = string.Empty;
+
+    [JsonPropertyName("type")]
+    public string? Type { get; set; }
+
+    [JsonPropertyName("kind")]
+    public string KindRaw { get; set; } = "version";
+
+    [JsonIgnore]
+    public CivArchiveKindOption Kind => CivArchiveEnumExtensions.ParseKind(KindRaw);
+
+    [JsonPropertyName("is_nsfw")]
+    public bool IsNsfw { get; set; }
+
+    [JsonPropertyName("download_count")]
+    public long DownloadCount { get; set; }
+
+    [JsonPropertyName("url")]
+    public string Url { get; set; } = string.Empty;
+
+    [JsonPropertyName("base_model")]
+    public string? BaseModel { get; set; }
+
+    [JsonPropertyName("image_url")]
+    public string? ImageUrl { get; set; }
+
+    [JsonPropertyName("video_url")]
+    public string? VideoUrl { get; set; }
+
+    [JsonPropertyName("is_deleted")]
+    public bool IsDeleted { get; set; }
+
+    [JsonPropertyName("created_at")]
+    [JsonConverter(typeof(CivArchiveUnixOrIsoDateTimeConverter))]
+    public DateTimeOffset? CreatedAt { get; set; }
+
+    [JsonPropertyName("tags")]
+    public IReadOnlyList<string> Tags { get; set; } = [];
+
+    [JsonPropertyName("username")]
+    public string? Username { get; set; }
+
+    [JsonPropertyName("deleted_at")]
+    [JsonConverter(typeof(CivArchiveUnixOrIsoDateTimeConverter))]
+    public DateTimeOffset? DeletedAt { get; set; }
+
+    [JsonPropertyName("platform")]
+    public string? Platform { get; set; }
+
+    [JsonIgnore]
+    public string? Sha256FromUrl
+    {
+        get
+        {
+            if (string.IsNullOrWhiteSpace(Url))
+            {
+                return null;
+            }
+
+            var marker = "/sha256/";
+            var index = Url.IndexOf(marker, StringComparison.OrdinalIgnoreCase);
+            if (index < 0)
+            {
+                return null;
+            }
+
+            return Url[(index + marker.Length)..].Trim('/');
+        }
+    }
+}
+
+public sealed class CivArchiveUnixOrIsoDateTimeConverter : JsonConverter<DateTimeOffset?>
+{
+    public override DateTimeOffset? Read(
+        ref Utf8JsonReader reader,
+        Type typeToConvert,
+        JsonSerializerOptions options
+    )
+    {
+        if (reader.TokenType == JsonTokenType.Null)
+        {
+            return null;
+        }
+
+        if (reader.TokenType == JsonTokenType.Number && reader.TryGetInt64(out var unixTime))
+        {
+            return DateTimeOffset.FromUnixTimeSeconds(unixTime);
+        }
+
+        if (reader.TokenType == JsonTokenType.String)
+        {
+            var value = reader.GetString();
+            if (string.IsNullOrWhiteSpace(value))
+            {
+                return null;
+            }
+
+            if (long.TryParse(value, out unixTime))
+            {
+                return DateTimeOffset.FromUnixTimeSeconds(unixTime);
+            }
+
+            if (DateTimeOffset.TryParse(value, out var parsed))
+            {
+                return parsed;
+            }
+        }
+
+        throw new JsonException($"Unsupported date token {reader.TokenType}");
+    }
+
+    public override void Write(Utf8JsonWriter writer, DateTimeOffset? value, JsonSerializerOptions options)
+    {
+        if (value is null)
+        {
+            writer.WriteNullValue();
+            return;
+        }
+
+        writer.WriteStringValue(value.Value);
+    }
+}
diff --git a/StabilityMatrix.Core/Models/Api/CivArchive/JsonNodeIdWrapper.cs b/StabilityMatrix.Core/Models/Api/CivArchive/JsonNodeIdWrapper.cs
new file mode 100644
index 000000000..a387e4c02
--- /dev/null
+++ b/StabilityMatrix.Core/Models/Api/CivArchive/JsonNodeIdWrapper.cs
@@ -0,0 +1,35 @@
+using System;
+using System.Text.Json;
+using System.Text.Json.Serialization;
+
+namespace StabilityMatrix.Core.Models.Api.CivArchive;
+
+[JsonConverter(typeof(JsonNodeIdWrapperConverter))]
+public class JsonNodeIdWrapper(string value)
+{
+    public string Value { get; } = value;
+
+    public override string ToString() => Value;
+}
+
+public sealed class JsonNodeIdWrapperConverter : JsonConverter<JsonNodeIdWrapper>
+{
+    public override JsonNodeIdWrapper Read(
+        ref Utf8JsonReader reader,
+        Type typeToConvert,
+        JsonSerializerOptions options
+    )
+    {
+        return reader.TokenType switch
+        {
+            JsonTokenType.String => new JsonNodeIdWrapper(reader.GetString() ?? string.Empty),
+            JsonTokenType.Number => new JsonNodeIdWrapper(reader.GetInt64().ToString()),
+            _ => throw new JsonException($"Unsupported id token {reader.TokenType}"),
+        };
+    }
+
+    public override void Write(Utf8JsonWriter writer, JsonNodeIdWrapper value, JsonSerializerOptions options)
+    {
+        writer.WriteStringValue(value.Value);
+    }
+}
diff --git a/StabilityMatrix.Core/Models/ConnectedModelSource.cs b/StabilityMatrix.Core/Models/ConnectedModelSource.cs
index 2d96f168e..0dc9c58c6 100644
--- a/StabilityMatrix.Core/Models/ConnectedModelSource.cs
+++ b/StabilityMatrix.Core/Models/ConnectedModelSource.cs
@@ -4,5 +4,6 @@ public enum ConnectedModelSource
 {
     Civitai,
     OpenModelDb,
-    Other
+    CivArchive,
+    Other,
 }
diff --git a/StabilityMatrix.Core/Models/Settings/CivArchiveBrowserOptions.cs b/StabilityMatrix.Core/Models/Settings/CivArchiveBrowserOptions.cs
new file mode 100644
index 000000000..db6491edd
--- /dev/null
+++ b/StabilityMatrix.Core/Models/Settings/CivArchiveBrowserOptions.cs
@@ -0,0 +1,19 @@
+using System.Collections.Generic;
+using StabilityMatrix.Core.Models.Api.CivArchive;
+
+namespace StabilityMatrix.Core.Models.Settings;
+
+public class CivArchiveBrowserOptions
+{
+    public string Query { get; set; } = string.Empty;
+    public string Tags { get; set; } = string.Empty;
+    public string Username { get; set; } = string.Empty;
+    public CivArchivePlatformOption Platform { get; set; } = CivArchivePlatformOption.All;
+    public CivArchiveSortOption Sort { get; set; } = CivArchiveSortOption.Top;
+    public CivArchivePeriodOption Period { get; set; } = CivArchivePeriodOption.All;
+    public CivArchiveRatingOption Rating { get; set; } = CivArchiveRatingOption.Safe;
+    public CivArchivePlatformStatusOption PlatformStatus { get; set; } = CivArchivePlatformStatusOption.All;
+    public CivArchiveKindOption Kind { get; set; } = CivArchiveKindOption.All;
+    public List<string> SelectedModelTypes { get; set; } = [];
+    public List<string> SelectedBaseModels { get; set; } = [];
+}
diff --git a/StabilityMatrix.Core/Models/Settings/Settings.cs b/StabilityMatrix.Core/Models/Settings/Settings.cs
index a1f3bcac8..cddc138e3 100644
--- a/StabilityMatrix.Core/Models/Settings/Settings.cs
+++ b/StabilityMatrix.Core/Models/Settings/Settings.cs
@@ -4,6 +4,7 @@
 using Semver;
 using StabilityMatrix.Core.Converters.Json;
 using StabilityMatrix.Core.Helper.HardwareInfo;
+using StabilityMatrix.Core.Models.Api.CivArchive;
 using StabilityMatrix.Core.Models.Update;
 
 namespace StabilityMatrix.Core.Models.Settings;
@@ -84,6 +85,7 @@ public InstalledPackage? PreferredWorkflowPackage
     public WindowSettings? WindowSettings { get; set; }
 
     public ModelSearchOptions? ModelSearchOptions { get; set; }
+    public CivArchiveBrowserOptions CivArchiveBrowserOptions { get; set; } = new();
 
     /// <summary>
     /// Whether prompt auto completion is enabled
@@ -355,4 +357,5 @@ public static CultureInfo GetDefaultCulture()
 [JsonSerializable(typeof(Dictionary<string, LastDownloadLocationInfo>))]
 [JsonSerializable(typeof(ModelPickerFilterState))]
 [JsonSerializable(typeof(Dictionary<string, ModelPickerFilterState>))]
+[JsonSerializable(typeof(CivArchiveBrowserOptions))]
 internal partial class SettingsSerializerContext : JsonSerializerContext;
diff --git a/StabilityMatrix.Tests/Avalonia/CivArchiveBrowserViewModelTests.cs b/StabilityMatrix.Tests/Avalonia/CivArchiveBrowserViewModelTests.cs
new file mode 100644
index 000000000..475beb19f
--- /dev/null
+++ b/StabilityMatrix.Tests/Avalonia/CivArchiveBrowserViewModelTests.cs
@@ -0,0 +1,207 @@
+using FluentAvalonia.UI.Media.Animation;
+using NSubstitute;
+using StabilityMatrix.Avalonia.Services;
+using StabilityMatrix.Avalonia.ViewModels;
+using StabilityMatrix.Avalonia.ViewModels.Base;
+using StabilityMatrix.Avalonia.ViewModels.CheckpointBrowser;
+using StabilityMatrix.Core.Api;
+using StabilityMatrix.Core.Models.Api.CivArchive;
+using StabilityMatrix.Core.Models.Settings;
+using StabilityMatrix.Core.Services;
+
+namespace StabilityMatrix.Tests.Avalonia;
+
+[TestClass]
+public class CivArchiveBrowserViewModelTests
+{
+    [TestMethod]
+    public void Constructor_LoadsExpectedDefaults()
+    {
+        var vm = CreateViewModel(Substitute.For<ICivArchiveApiClient>(), out _, out _);
+
+        vm.OnLoaded();
+
+        Assert.AreEqual(CivArchivePlatformOption.All, vm.SelectedPlatform?.Value);
+        Assert.AreEqual(CivArchiveSortOption.Top, vm.SelectedSort?.Value);
+        Assert.AreEqual(CivArchivePeriodOption.All, vm.SelectedPeriod?.Value);
+        Assert.AreEqual(CivArchiveRatingOption.Safe, vm.SelectedRating?.Value);
+        Assert.AreEqual(CivArchiveKindOption.All, vm.SelectedKind?.Value);
+    }
+
+    [TestMethod]
+    public async Task ChangingFilters_TriggersNewQueryAndResetsPaging()
+    {
+        var apiClient = Substitute.For<ICivArchiveApiClient>();
+        var recordedFilters = new List<CivArchiveSearchFilters>();
+        apiClient
+            .SearchAsync(Arg.Any<CivArchiveSearchFilters>(), Arg.Any<CancellationToken>())
+            .Returns(call =>
+            {
+                var filters = call.Arg<CivArchiveSearchFilters>();
+                recordedFilters.Add(filters);
+                return Task.FromResult(CreateSearchResponse(filters.Page));
+            });
+
+        var vm = CreateViewModel(apiClient, out _, out _);
+        vm.OnLoaded();
+
+        await vm.SearchModelsCommand.ExecuteAsync(false);
+        await vm.LoadNextPageAsync();
+
+        vm.SelectedSort = vm.AllSorts.First(x => x.Value == CivArchiveSortOption.Newest);
+        await Task.Delay(50);
+
+        Assert.AreEqual(4, recordedFilters.Count);
+        Assert.AreEqual(1, recordedFilters[0].Page);
+        Assert.AreEqual(1, recordedFilters[1].Page);
+        Assert.AreEqual(2, recordedFilters[2].Page);
+        Assert.AreEqual(1, recordedFilters[3].Page);
+        Assert.AreEqual(CivArchiveSortOption.Newest, recordedFilters[3].Sort);
+    }
+
+    [TestMethod]
+    public async Task OpenResult_UserPivotSetsUsernameFilter()
+    {
+        var apiClient = Substitute.For<ICivArchiveApiClient>();
+        CivArchiveSearchFilters? recordedFilter = null;
+        apiClient
+            .SearchAsync(Arg.Any<CivArchiveSearchFilters>(), Arg.Any<CancellationToken>())
+            .Returns(call =>
+            {
+                recordedFilter = call.Arg<CivArchiveSearchFilters>();
+                return Task.FromResult(CreateSearchResponse(1));
+            });
+
+        var vm = CreateViewModel(apiClient, out _, out _);
+        vm.OnLoaded();
+
+        await vm.OpenResultCommand.ExecuteAsync(
+            new CivArchiveSearchResult
+            {
+                Id = "user-1",
+                Name = "artist-name",
+                KindRaw = "user",
+                Username = "artist-name",
+                Url = "/users/artist-name",
+            }
+        );
+
+        Assert.IsNotNull(recordedFilter);
+        Assert.AreEqual("artist-name", recordedFilter.Username);
+    }
+
+    [TestMethod]
+    public async Task OpenResult_VersionNavigatesToDetailsPage()
+    {
+        var apiClient = Substitute.For<ICivArchiveApiClient>();
+        var navigationService = Substitute.For<INavigationService<MainWindowViewModel>>();
+        var vm = CreateViewModel(apiClient, out _, out var serviceManager, navigationService);
+
+        await vm.OpenResultCommand.ExecuteAsync(
+            new CivArchiveSearchResult
+            {
+                Id = "version-1",
+                Name = "Version",
+                KindRaw = "version",
+                Url = "/models/443821?modelVersionId=2581228",
+            }
+        );
+
+        navigationService
+            .Received(1)
+            .NavigateTo(
+                Arg.Is<ViewModelBase>(x =>
+                    x.GetType() == typeof(CivArchiveDetailsPageViewModel)
+                    && ((CivArchiveDetailsPageViewModel)x).RelativeUrl.Contains("modelVersionId=2581228")
+                ),
+                Arg.Any<NavigationTransitionInfo>()
+            );
+    }
+
+    private static CivArchiveBrowserViewModel CreateViewModel(
+        ICivArchiveApiClient apiClient,
+        out Settings settings,
+        out IServiceManager<ViewModelBase> serviceManager,
+        INavigationService<MainWindowViewModel>? navigationService = null
+    )
+    {
+        var localSettings = new Settings();
+        settings = localSettings;
+        var settingsManager = Substitute.For<ISettingsManager>();
+        settingsManager.Settings.Returns(localSettings);
+        settingsManager.IsLibraryDirSet.Returns(true);
+        settingsManager
+            .When(x => x.Transaction(Arg.Any<Action<Settings>>(), Arg.Any<bool>()))
+            .Do(call => call.Arg<Action<Settings>>()(localSettings));
+
+        serviceManager = new TestServiceManager<ViewModelBase>(
+            new CivArchiveDetailsPageViewModel(
+                Substitute.For<ICivArchiveApiClient>(),
+                navigationService ?? Substitute.For<INavigationService<MainWindowViewModel>>(),
+                Substitute.For<IServiceManager<ViewModelBase>>(),
+                Substitute.For<IModelImportService>(),
+                Substitute.For<ISettingsManager>(),
+                Substitute.For<INotificationService>()
+            )
+        );
+
+        return new CivArchiveBrowserViewModel(
+            apiClient,
+            settingsManager,
+            serviceManager,
+            navigationService ?? Substitute.For<INavigationService<MainWindowViewModel>>()
+        );
+    }
+
+    private static CivArchiveSearchResponse CreateSearchResponse(int page)
+    {
+        return new CivArchiveSearchResponse
+        {
+            Results =
+            [
+                new CivArchiveSearchResult
+                {
+                    Id = $"item-{page}-1",
+                    Name = $"Item {page}",
+                    KindRaw = "version",
+                    Url = $"/models/{page}?modelVersionId={page}",
+                },
+            ],
+            FilterOptions = new CivArchiveFilterOptions
+            {
+                BaseModels = ["Illustrious", "Pony"],
+                ModelTypes = ["LORA", "Checkpoint"],
+            },
+            EffectiveFilters = new CivArchiveSearchFilters { Page = page },
+            CanonicalUrl = "https://civarchive.com/top-models",
+            Hits = 1,
+            TotalHits = 4,
+        };
+    }
+
+    private sealed class TestServiceManager<T>(T instance) : IServiceManager<T>
+    {
+        public IServiceManager<T> Register<TService>(TService serviceInstance)
+            where TService : T => this;
+
+        public IServiceManager<T> Register<TService>(Func<TService> provider)
+            where TService : T => this;
+
+        public void Register(Type type, Func<T> providerFunc) { }
+
+        public IServiceManager<T> RegisterProvider<TService>(IServiceProvider provider)
+            where TService : notnull, T => this;
+
+        public IServiceManager<T> RegisterScoped<TService>(Func<IServiceProvider, TService> provider)
+            where TService : T => this;
+
+        public IServiceManagerScope<T> CreateScope() => throw new NotImplementedException();
+
+        public T Get(Type serviceType) => instance;
+
+        public TService Get<TService>()
+            where TService : T => (TService)instance!;
+
+        public IServiceManager<T> RegisterScoped(Type type, Func<IServiceProvider, T> provider) => this;
+    }
+}
diff --git a/StabilityMatrix.Tests/Core/CivArchiveApiClientTests.cs b/StabilityMatrix.Tests/Core/CivArchiveApiClientTests.cs
new file mode 100644
index 000000000..ee0588815
--- /dev/null
+++ b/StabilityMatrix.Tests/Core/CivArchiveApiClientTests.cs
@@ -0,0 +1,174 @@
+using System.Net;
+using Microsoft.Extensions.Logging.Abstractions;
+using NSubstitute;
+using StabilityMatrix.Core.Api;
+using StabilityMatrix.Core.Models.Api.CivArchive;
+
+namespace StabilityMatrix.Tests.Core;
+
+[TestClass]
+public class CivArchiveApiClientTests
+{
+    [TestMethod]
+    public void BuildSearchDataPath_UsesDefaultFilterValues()
+    {
+        var result = CivArchiveApiClient.BuildSearchDataPath("/top-models", new CivArchiveSearchFilters());
+
+        Assert.AreEqual(
+            "/top-models.json?platform=all&sort=top&rating=safe&platform_status=all&kind=all&period=all&page=1",
+            result
+        );
+    }
+
+    [TestMethod]
+    public void BuildSearchDataPath_SerializesMultiSelectFilters()
+    {
+        var result = CivArchiveApiClient.BuildSearchDataPath(
+            "/top-models",
+            new CivArchiveSearchFilters
+            {
+                Types = ["LORA", "Checkpoint"],
+                BaseModels = ["Illustrious", "Pony"],
+                Page = 2,
+            }
+        );
+
+        StringAssert.Contains(result, "type=LORA%2CCheckpoint");
+        StringAssert.Contains(result, "base_model=Illustrious%2CPony");
+        StringAssert.Contains(result, "page=2");
+    }
+
+    [TestMethod]
+    public async Task SearchAsync_RefreshesBuildIdAfter404()
+    {
+        var requests = new List<string>();
+        var responses = new Queue<HttpResponseMessage>(
+            [
+                CreateJsonResponse("""<html><script>{"buildId":"old-build"}</script></html>""", "text/html"),
+                new HttpResponseMessage(HttpStatusCode.NotFound),
+                CreateJsonResponse("""<html><script>{"buildId":"new-build"}</script></html>""", "text/html"),
+                CreateJsonResponse(
+                    ListResponseJson(
+                        """{"id":"v1","name":"Model","kind":"version","url":"/models/1?modelVersionId=2"}"""
+                    )
+                ),
+            ]
+        );
+
+        var client = CreateClient(
+            new RecordingHandler(
+                (request, _) =>
+                {
+                    requests.Add(request.RequestUri!.ToString());
+                    return responses.Dequeue();
+                }
+            )
+        );
+
+        var response = await client.SearchAsync(new CivArchiveSearchFilters());
+
+        Assert.AreEqual(1, response.Results.Count);
+        Assert.IsTrue(requests.Any(x => x.Contains("/_next/data/old-build/")));
+        Assert.IsTrue(requests.Any(x => x.Contains("/_next/data/new-build/")));
+    }
+
+    [TestMethod]
+    public async Task SearchAsync_ParsesVersionAndFileResults()
+    {
+        var listJson = ListResponseJson(
+            """
+            {"id":"v2581228","name":"CyberRealistic Pony v16.0","type":"Checkpoint","kind":"version","download_count":59326,"url":"/models/443821?modelVersionId=2581228","base_model":"Pony","image_url":"https://example.org/image.jpg","created_at":1767967595,"username":"Cyberdelia","platform":"civitai"},
+            {"id":"rf_hash","name":"realDream_14Hyper.safetensors","kind":"file","download_count":0,"url":"/sha256/a00019e86d53aece9858347e4df8a774a6d2933c30d0691faa9beb0cc56e7366","username":"Carlos2312","platform":"huggingface","created_at":1771938405}
+            """
+        );
+
+        var responses = new Queue<HttpResponseMessage>(
+            [
+                CreateJsonResponse("""<html><script>{"buildId":"test-build"}</script></html>""", "text/html"),
+                CreateJsonResponse(listJson),
+            ]
+        );
+
+        var client = CreateClient(new RecordingHandler((_, _) => responses.Dequeue()));
+        var response = await client.SearchAsync(new CivArchiveSearchFilters());
+
+        Assert.AreEqual(2, response.Results.Count);
+        Assert.AreEqual(CivArchiveKindOption.Version, response.Results[0].Kind);
+        Assert.AreEqual(CivArchiveKindOption.File, response.Results[1].Kind);
+        Assert.AreEqual(
+            "a00019e86d53aece9858347e4df8a774a6d2933c30d0691faa9beb0cc56e7366",
+            response.Results[1].Sha256FromUrl
+        );
+    }
+
+    [TestMethod]
+    public async Task GetModelDetailsAsync_ParsesFilesMirrorsAndSha256()
+    {
+        const string detailJson = """
+            {"pageProps":{"model":{"id":153568,"name":"Real Dream","type":"Checkpoint","creator_username":"sinatra","platform":"civitai","platform_name":"CivitAI","version":{"id":2053273,"name":"SDXL 7","baseModel":"SDXL 1.0","description":"<p>Version description</p>","files":[{"id":1950275,"name":"realDream_sdxl7.safetensors","type":"Model","sizeKB":6775783.6,"downloadUrl":"https://civitai.com/api/download/models/2053273","sha256":"63b1db60611f52c4fbb2cade67dbdf4029c6620c5b22f2a4ddb27a47d7601953","mirrors":[{"filename":"realDream_sdxl7.safetensors","url":"https://civitai.com/api/download/models/2053273","source":"civitai","is_gated":false,"is_paid":false}]}],"images":[{"id":1,"url":"https://example.org/image.webp","link":"https://example.org/image.webp","type":"image"}],"mirrors":[{"platform":"tungsten","platform_url":"https://tungsten.run/model/kZ7yDBQjZP?model_version=L2KrgferKS","version_name":"SDXL 7"}]}}}}
+            """;
+
+        var responses = new Queue<HttpResponseMessage>(
+            [
+                CreateJsonResponse("""<html><script>{"buildId":"test-build"}</script></html>""", "text/html"),
+                CreateJsonResponse(detailJson),
+            ]
+        );
+
+        var client = CreateClient(new RecordingHandler((_, _) => responses.Dequeue()));
+        var response = await client.GetModelDetailsAsync("/models/153568?modelVersionId=2053273");
+
+        Assert.AreEqual("Real Dream", response.Model.Name);
+        Assert.AreEqual("SDXL 7", response.Model.Version?.Name);
+        Assert.AreEqual(1, response.Model.Version?.Files.Count);
+        Assert.AreEqual(
+            "63b1db60611f52c4fbb2cade67dbdf4029c6620c5b22f2a4ddb27a47d7601953",
+            response.Model.Version?.Files[0].Sha256
+        );
+        Assert.AreEqual(1, response.Model.Version?.Mirrors.Count);
+    }
+
+    private static ICivArchiveApiClient CreateClient(HttpMessageHandler handler)
+    {
+        var httpClientFactory = Substitute.For<IHttpClientFactory>();
+        httpClientFactory
+            .CreateClient()
+            .Returns(new HttpClient(handler) { BaseAddress = new Uri("https://civarchive.com") });
+
+        return new CivArchiveApiClient(NullLogger<CivArchiveApiClient>.Instance, httpClientFactory);
+    }
+
+    private static HttpResponseMessage CreateJsonResponse(
+        string content,
+        string mediaType = "application/json"
+    )
+    {
+        return new HttpResponseMessage(HttpStatusCode.OK)
+        {
+            Content = new StringContent(content)
+            {
+                Headers = { ContentType = new System.Net.Http.Headers.MediaTypeHeaderValue(mediaType) },
+            },
+        };
+    }
+
+    private static string ListResponseJson(string resultsJson)
+    {
+        return "{\"pageProps\":{\"canonicalUrl\":\"https://civarchive.com/top-models\",\"data\":{\"results\":["
+            + resultsJson
+            + "],\"hits\":2,\"totalHits\":2},\"filters\":{\"q\":\"\",\"type\":\"all\",\"base_model\":\"all\",\"platform\":\"all\",\"sort\":\"top\",\"rating\":\"safe\",\"platform_status\":\"all\",\"kind\":\"all\",\"tags\":\"\",\"username\":\"\",\"period\":\"all\",\"page\":1},\"filterOptions\":{\"baseModels\":[\"Illustrious\",\"Pony\"],\"modelTypes\":[\"LORA\",\"Checkpoint\"]}}}";
+    }
+
+    private sealed class RecordingHandler(
+        Func<HttpRequestMessage, CancellationToken, HttpResponseMessage> responder
+    ) : HttpMessageHandler
+    {
+        protected override Task<HttpResponseMessage> SendAsync(
+            HttpRequestMessage request,
+            CancellationToken cancellationToken
+        )
+        {
+            return Task.FromResult(responder(request, cancellationToken));
+        }
+    }
+}
diff --git a/StabilityMatrix.UITests/Fakes/TestCivArchiveApiClient.cs b/StabilityMatrix.UITests/Fakes/TestCivArchiveApiClient.cs
new file mode 100644
index 000000000..002024f0c
--- /dev/null
+++ b/StabilityMatrix.UITests/Fakes/TestCivArchiveApiClient.cs
@@ -0,0 +1,139 @@
+using StabilityMatrix.Core.Api;
+using StabilityMatrix.Core.Models.Api.CivArchive;
+
+namespace StabilityMatrix.UITests.Fakes;
+
+public class TestCivArchiveApiClient : ICivArchiveApiClient
+{
+    public Task<string> GetBuildIdAsync(CancellationToken cancellationToken = default)
+    {
+        return Task.FromResult("test-build");
+    }
+
+    public Task<CivArchiveSearchResponse> SearchAsync(
+        CivArchiveSearchFilters filters,
+        CancellationToken cancellationToken = default
+    )
+    {
+        var page = filters.Page;
+        IReadOnlyList<CivArchiveSearchResult> results = page switch
+        {
+            1 => new List<CivArchiveSearchResult>
+            {
+                new CivArchiveSearchResult
+                {
+                    Id = "v-1",
+                    Name = "Test Version 1",
+                    KindRaw = "version",
+                    Type = "Checkpoint",
+                    BaseModel = "Pony",
+                    Url = "/models/1?modelVersionId=11",
+                    Username = "artist-one",
+                    Platform = "civitai",
+                },
+                new CivArchiveSearchResult
+                {
+                    Id = "f-1",
+                    Name = "test-file-1.safetensors",
+                    KindRaw = "file",
+                    Url = "/sha256/abc123",
+                    Username = "artist-one",
+                    Platform = "huggingface",
+                },
+            },
+            2 => new List<CivArchiveSearchResult>
+            {
+                new CivArchiveSearchResult
+                {
+                    Id = "v-2",
+                    Name = "Test Version 2",
+                    KindRaw = "version",
+                    Type = "LORA",
+                    BaseModel = "Illustrious",
+                    Url = "/models/2?modelVersionId=22",
+                    Username = "artist-two",
+                    Platform = "seaart",
+                },
+                new CivArchiveSearchResult
+                {
+                    Id = "u-1",
+                    Name = "artist-two",
+                    KindRaw = "user",
+                    Url = "/users/artist-two",
+                    Username = "artist-two",
+                    Platform = "seaart",
+                },
+            },
+            _ => [],
+        };
+
+        return Task.FromResult(
+            new CivArchiveSearchResponse
+            {
+                Results = results,
+                FilterOptions = new CivArchiveFilterOptions
+                {
+                    BaseModels = ["Illustrious", "Pony"],
+                    ModelTypes = ["LORA", "Checkpoint"],
+                },
+                EffectiveFilters = new CivArchiveSearchFilters
+                {
+                    Page = page,
+                    Platform = filters.Platform,
+                    Sort = filters.Sort,
+                    Period = filters.Period,
+                    Rating = filters.Rating,
+                    PlatformStatus = filters.PlatformStatus,
+                    Kind = filters.Kind,
+                    Query = filters.Query,
+                    Tags = filters.Tags,
+                    Username = filters.Username,
+                },
+                CanonicalUrl = "https://civarchive.com/top-models",
+                Hits = results.Count,
+                TotalHits = 4,
+            }
+        );
+    }
+
+    public Task<CivArchiveModelDetailsResponse> GetModelDetailsAsync(
+        string relativeUrl,
+        CancellationToken cancellationToken = default
+    )
+    {
+        return Task.FromResult(
+            new CivArchiveModelDetailsResponse
+            {
+                Model = new CivArchiveModelDetails
+                {
+                    Name = "Test Model",
+                    PlatformName = "CivitAI",
+                    Type = "Checkpoint",
+                    Version = new CivArchiveModelVersion
+                    {
+                        Name = "Test Version",
+                        BaseModel = "Pony",
+                        Files =
+                        [
+                            new CivArchiveModelFile
+                            {
+                                Name = "test.safetensors",
+                                Sha256 = "abc123",
+                                Mirrors =
+                                [
+                                    new CivArchiveFileMirror
+                                    {
+                                        Source = "civitai",
+                                        Url = "https://example.org/file",
+                                    },
+                                ],
+                            },
+                        ],
+                    },
+                },
+            }
+        );
+    }
+
+    public Uri GetAbsoluteUri(string relativeUrl) => new($"https://civarchive.com{relativeUrl}");
+}
diff --git a/StabilityMatrix.UITests/ModelBrowser/CivArchiveBrowserTests.cs b/StabilityMatrix.UITests/ModelBrowser/CivArchiveBrowserTests.cs
new file mode 100644
index 000000000..b6eaa5ce1
--- /dev/null
+++ b/StabilityMatrix.UITests/ModelBrowser/CivArchiveBrowserTests.cs
@@ -0,0 +1,49 @@
+using Avalonia.Controls;
+using Avalonia.Threading;
+using FluentAvalonia.UI.Controls;
+using Microsoft.Extensions.DependencyInjection;
+using StabilityMatrix.Avalonia.Services;
+using StabilityMatrix.Avalonia.ViewModels;
+using StabilityMatrix.Avalonia.ViewModels.CheckpointBrowser;
+using StabilityMatrix.Avalonia.Views;
+
+namespace StabilityMatrix.UITests.ModelBrowser;
+
+[Collection("TempDir")]
+public class CivArchiveBrowserTests : TestBase
+{
+    [AvaloniaFact]
+    public async Task CivArchiveTab_ShouldLoadAndAppendResults()
+    {
+        var (window, _) = GetMainWindow();
+        await DoInitialSetup();
+
+        var navigationService = Services.GetRequiredService<INavigationService<MainWindowViewModel>>();
+        navigationService.NavigateTo<CheckpointBrowserViewModel>();
+
+        var frame = window.FindControl<Frame>("FrameView");
+        var page = Assert.IsType<CheckpointBrowserPage>(
+            await WaitHelper.WaitForConditionAsync(
+                () => frame!.Content,
+                content => content is CheckpointBrowserPage
+            )
+        );
+        var vm = Assert.IsType<CheckpointBrowserViewModel>(page.DataContext);
+
+        var civArchiveTab = vm.Pages.First(item => Equals(item.Header, "CivArchive"));
+        vm.SelectedPage = civArchiveTab;
+        var civArchiveVm = Assert.IsType<CivArchiveBrowserViewModel>(civArchiveTab.Content);
+        civArchiveVm.OnLoaded();
+
+        await WaitHelper.WaitForConditionAsync(() => civArchiveVm.Results.Count, count => count == 2);
+        Dispatcher.UIThread.RunJobs();
+
+        Assert.Equal(2, civArchiveVm.Results.Count);
+
+        await civArchiveVm.LoadNextPageAsync();
+        await Task.Delay(100);
+        Dispatcher.UIThread.RunJobs();
+
+        Assert.Equal(4, civArchiveVm.Results.Count);
+    }
+}
diff --git a/StabilityMatrix.UITests/Snapshots/MainWindowTests.MainWindowViewModel_ShouldOk.received.txt b/StabilityMatrix.UITests/Snapshots/MainWindowTests.MainWindowViewModel_ShouldOk.received.txt
new file mode 100644
index 000000000..4ab94819f
--- /dev/null
+++ b/StabilityMatrix.UITests/Snapshots/MainWindowTests.MainWindowViewModel_ShouldOk.received.txt
@@ -0,0 +1,25 @@
+{
+  Greeting: Welcome to Avalonia!,
+  ProgressManagerViewModel: {
+    Title: Download Manager,
+    IconSource: {
+      Type: SymbolIconSource
+    },
+    IsOpen: false,
+    CanNavigateNext: false,
+    CanNavigatePrevious: false,
+    RemoveFromParentListCommand: ViewModelBase.RemoveFromParentList(),
+    HasErrors: false
+  },
+  UpdateViewModel: {
+    IsUpdateAvailable: false,
+    IsProgressIndeterminate: false,
+    ShowProgressBar: false,
+    InstallUpdateCommand: UpdateViewModel.InstallUpdate(),
+    RemoveFromParentListCommand: ViewModelBase.RemoveFromParentList(),
+    HasErrors: false
+  },
+  PaneWidth: 200.0,
+  RemoveFromParentListCommand: ViewModelBase.RemoveFromParentList(),
+  HasErrors: false
+}
\ No newline at end of file
diff --git a/StabilityMatrix.UITests/Snapshots/MainWindowTests.MainWindow_ShouldOpen.received.png b/StabilityMatrix.UITests/Snapshots/MainWindowTests.MainWindow_ShouldOpen.received.png
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literal 0
HcmV?d00001

diff --git a/StabilityMatrix.UITests/Snapshots/MainWindowTests.MainWindow_ShouldOpen.received.txt b/StabilityMatrix.UITests/Snapshots/MainWindowTests.MainWindow_ShouldOpen.received.txt
new file mode 100644
index 000000000..cce8d4ea4
--- /dev/null
+++ b/StabilityMatrix.UITests/Snapshots/MainWindowTests.MainWindow_ShouldOpen.received.txt
@@ -0,0 +1,6020 @@
+{
+  Type: MainWindow,
+  Title: Stability Matrix,
+  Icon: {},
+  TransparencyLevelHint: [
+    {},
+    {},
+    {}
+  ],
+  TransparencyBackgroundFallback: Transparent,
+  Content: {
+    Type: Grid,
+    Children: [
+      {
+        Type: Grid,
+        Background: Transparent,
+        Height: 32.0,
+        Name: TitleBarHost,
+        Children: [
+          {
+            Type: Image,
+            Source: {
+              Dpi: {
+                X: 96.0,
+                Y: 96.0,
+                Length: 135.7645019878171,
+                SquaredLength: 18432.0
+              },
+              Size: {
+                AspectRatio: 1.0,
+                Width: 256.0,
+                Height: 256.0
+              },
+              PixelSize: {
+                AspectRatio: 1.0,
+                Width: 256,
+                Height: 256
+              },
+              Format: {
+                BitsPerPixel: 32
+              },
+              AlphaFormat: Premul
+            },
+            IsHitTestVisible: false,
+            Width: 18.0,
+            Height: 18.0,
+            Margin: 12,4,12,4,
+            IsVisible: true,
+            Name: WindowIcon
+          },
+          {
+            Type: TextBlock,
+            FontSize: 12.0,
+            Text: Stability Matrix,
+            IsHitTestVisible: false,
+            VerticalAlignment: Center,
+            IsVisible: true
+          },
+          {
+            Type: Border,
+            Padding: 6
+          }
+        ]
+      },
+      {
+        Type: NavigationView,
+        Content: {
+          Type: Frame,
+          Content: {
+            Type: PackageManagerPage,
+            Content: {
+              Type: Grid,
+              Children: [
+                {
+                  Type: BreadcrumbBar,
+                  Margin: 16,8,16,8,
+                  Name: BreadcrumbBar
+                },
+                {
+                  Type: Frame,
+                  Content: {
+                    Type: MainPackageManagerView,
+                    Content: {
+                      Type: Grid,
+                      Margin: 16,
+                      Children: [
+                        {
+                          Type: ScrollViewer,
+                          Content: {
+                            Type: ItemsRepeater,
+                            Name: PackageCardsRepeater
+                          }
+                        },
+                        {
+                          Type: TeachingTip,
+                          Name: TeachingTip1
+                        },
+                        {
+                          Type: TeachingTip,
+                          MinWidth: 100.0,
+                          Margin: 8,0,0,0,
+                          Name: LaunchTeachingTip
+                        },
+                        {
+                          Type: Button,
+                          Command: {},
+                          Content: {
+                            Type: StackPanel,
+                            Orientation: Horizontal,
+                            Margin: 8,
+                            Children: [
+                              {
+                                Type: SymbolIcon
+                              },
+                              {
+                                Type: TextBlock,
+                                Text: Add Package,
+                                Margin: 4,0,0,0
+                              }
+                            ]
+                          },
+                          Margin: 0,8,0,0,
+                          HorizontalAlignment: Stretch,
+                          VerticalAlignment: Bottom,
+                          Name: AddPackagesButton
+                        }
+                      ]
+                    },
+                    DataContext: {
+                      Title: Packages,
+                      IconSource: {
+                        Type: SymbolIconSource
+                      },
+                      NavigateToSubPageCommand: MainPackageManagerViewModel.NavigateToSubPage(Type viewModelType),
+                      CanNavigateNext: false,
+                      CanNavigatePrevious: false,
+                      RemoveFromParentListCommand: ViewModelBase.RemoveFromParentList(),
+                      HasErrors: false
+                    }
+                  },
+                  Name: FrameView
+                }
+              ]
+            },
+            DataContext: {
+              Title: Packages,
+              IconSource: {
+                Type: SymbolIconSource
+              },
+              SubPages: [
+                {
+                  Title: Packages,
+                  IconSource: {
+                    Type: SymbolIconSource
+                  },
+                  NavigateToSubPageCommand: MainPackageManagerViewModel.NavigateToSubPage(Type viewModelType),
+                  CanNavigateNext: false,
+                  CanNavigatePrevious: false,
+                  RemoveFromParentListCommand: ViewModelBase.RemoveFromParentList(),
+                  HasErrors: false
+                },
+                {
+                  InferencePackages: [
+                    {
+                      Name: stable-diffusion-webui-forge,
+                      DisplayName: Stable Diffusion WebUI Forge,
+                      Author: lllyasviel,
+                      Blurb: Stable Diffusion WebUI Forge is a platform on top of Stable Diffusion WebUI (based on Gradio) to make development easier, optimize resource management, and speed up inference.,
+                      LicenseUrl: https://github.com/lllyasviel/stable-diffusion-webui-forge/blob/main/LICENSE.txt,
+                      PreviewImageUri: https://github.com/lllyasviel/stable-diffusion-webui-forge/assets/19834515/ca5e05ed-bd86-4ced-8662-f41034648e8c,
+                      MainBranch: main,
+                      ShouldIgnoreReleases: true,
+                      OutputFolderName: output,
+                      InstallerSortOrder: ReallyRecommended,
+                      SharedOutputFolders: {
+                        Text2Img: [
+                          output/txt2img-images
+                        ],
+                        Img2Img: [
+                          output/img2img-images
+                        ],
+                        Extras: [
+                          output/extras-images
+                        ],
+                        Text2ImgGrids: [
+                          output/txt2img-grids
+                        ],
+                        Img2ImgGrids: [
+                          output/img2img-grids
+                        ],
+                        SVD: [
+                          output/svd
+                        ],
+                        Saved: [
+                          log/images
+                        ]
+                      },
+                      LaunchOptions: [
+                        {
+                          Name: Host,
+                          Type: String,
+                          DefaultValue: localhost,
+                          Options: [
+                            --server-name
+                          ]
+                        },
+                        {
+                          Name: Port,
+                          Type: String,
+                          DefaultValue: 7860,
+                          Options: [
+                            --port
+                          ]
+                        },
+                        {
+                          Name: Share,
+                          Description: Set whether to share on Gradio,
+                          Options: [
+                            --share
+                          ]
+                        },
+                        {
+                          Name: Pin Shared Memory,
+                          Options: [
+                            --pin-shared-memory
+                          ]
+                        },
+                        {
+                          Name: CUDA Malloc,
+                          Options: [
+                            --cuda-malloc
+                          ]
+                        },
+                        {
+                          Name: CUDA Stream,
+                          Options: [
+                            --cuda-stream
+                          ]
+                        },
+                        {
+                          Name: Always Offload from VRAM,
+                          Options: [
+                            --always-offload-from-vram
+                          ]
+                        },
+                        {
+                          Name: Always GPU,
+                          Options: [
+                            --always-gpu
+                          ]
+                        },
+                        {
+                          Name: Always CPU,
+                          Options: [
+                            --always-cpu
+                          ]
+                        },
+                        {
+                          Name: Use DirectML,
+                          InitialValue: false,
+                          Options: [
+                            --directml
+                          ]
+                        },
+                        {
+                          Name: Skip Torch CUDA Test,
+                          InitialValue: false,
+                          Options: [
+                            --skip-torch-cuda-test
+                          ]
+                        },
+                        {
+                          Name: No half-precision VAE,
+                          InitialValue: false,
+                          Options: [
+                            --no-half-vae
+                          ]
+                        },
+                        {
+                          Name: Extra Launch Arguments,
+                          Type: String,
+                          Options: [
+                            
+                          ]
+                        }
+                      ],
+                      AvailableTorchVersions: [
+                        Cpu,
+                        Cuda,
+                        DirectMl,
+                        Rocm,
+                        Mps
+                      ],
+                      LicenseType: AGPL-3.0,
+                      LaunchCommand: launch.py,
+                      RelativeArgsDefinitionScriptPath: modules.cmd_args,
+                      SharedFolders: {
+                        StableDiffusion: [
+                          models/Stable-diffusion
+                        ],
+                        Lora: [
+                          models/Lora
+                        ],
+                        LyCORIS: [
+                          models/LyCORIS
+                        ],
+                        ESRGAN: [
+                          models/ESRGAN
+                        ],
+                        GFPGAN: [
+                          models/GFPGAN
+                        ],
+                        Codeformer: [
+                          models/Codeformer
+                        ],
+                        RealESRGAN: [
+                          models/RealESRGAN
+                        ],
+                        SwinIR: [
+                          models/SwinIR
+                        ],
+                        VAE: [
+                          models/VAE
+                        ],
+                        ApproxVAE: [
+                          models/VAE-approx
+                        ],
+                        Karlo: [
+                          models/karlo
+                        ],
+                        DeepDanbooru: [
+                          models/deepbooru
+                        ],
+                        TextualInversion: [
+                          embeddings
+                        ],
+                        Hypernetwork: [
+                          models/hypernetworks
+                        ],
+                        ControlNet: [
+                          models/controlnet/ControlNet
+                        ],
+                        LDSR: [
+                          models/LDSR
+                        ],
+                        AfterDetailer: [
+                          models/adetailer
+                        ],
+                        IpAdapter: [
+                          models/controlnet/IpAdapter
+                        ],
+                        T2IAdapter: [
+                          models/controlnet/T2IAdapter
+                        ],
+                        InvokeIpAdapters15: [
+                          models/controlnet/DiffusersIpAdapters
+                        ],
+                        InvokeIpAdaptersXl: [
+                          models/controlnet/DiffusersIpAdaptersXL
+                        ],
+                        SVD: [
+                          models/svd
+                        ]
+                      },
+                      AvailableSharedFolderMethods: [
+                        Symlink,
+                        None
+                      ],
+                      ExtraLaunchArguments: ,
+                      RepositoryName: stable-diffusion-webui-forge,
+                      RepositoryAuthor: lllyasviel,
+                      GithubUrl: https://github.com/lllyasviel/stable-diffusion-webui-forge,
+                      DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\stable-diffusion-webui-forge.zip,
+                      ByAuthor: By lllyasviel,
+                      Disclaimer: ,
+                      OfferInOneClickInstaller: true,
+                      UpdateAvailable: false,
+                      IsInferenceCompatible: false,
+                      IsCompatible: true,
+                      SupportsExtensions: false,
+                      AvailableVersionTypes: Commit,
+                      Prerequisites: [
+                        Git,
+                        Python310,
+                        VcRedist
+                      ]
+                    },
+                    {
+                      Name: stable-diffusion-webui,
+                      DisplayName: Stable Diffusion WebUI,
+                      Author: AUTOMATIC1111,
+                      LicenseType: AGPL-3.0,
+                      LicenseUrl: https://github.com/AUTOMATIC1111/stable-diffusion-webui/blob/master/LICENSE.txt,
+                      Blurb: A browser interface based on Gradio library for Stable Diffusion,
+                      LaunchCommand: launch.py,
+                      PreviewImageUri: https://github.com/AUTOMATIC1111/stable-diffusion-webui/raw/master/screenshot.png,
+                      RelativeArgsDefinitionScriptPath: modules.cmd_args,
+                      SharedFolders: {
+                        StableDiffusion: [
+                          models/Stable-diffusion
+                        ],
+                        Lora: [
+                          models/Lora
+                        ],
+                        LyCORIS: [
+                          models/LyCORIS
+                        ],
+                        ESRGAN: [
+                          models/ESRGAN
+                        ],
+                        GFPGAN: [
+                          models/GFPGAN
+                        ],
+                        Codeformer: [
+                          models/Codeformer
+                        ],
+                        RealESRGAN: [
+                          models/RealESRGAN
+                        ],
+                        SwinIR: [
+                          models/SwinIR
+                        ],
+                        VAE: [
+                          models/VAE
+                        ],
+                        ApproxVAE: [
+                          models/VAE-approx
+                        ],
+                        Karlo: [
+                          models/karlo
+                        ],
+                        DeepDanbooru: [
+                          models/deepbooru
+                        ],
+                        TextualInversion: [
+                          embeddings
+                        ],
+                        Hypernetwork: [
+                          models/hypernetworks
+                        ],
+                        ControlNet: [
+                          models/controlnet/ControlNet
+                        ],
+                        LDSR: [
+                          models/LDSR
+                        ],
+                        AfterDetailer: [
+                          models/adetailer
+                        ],
+                        IpAdapter: [
+                          models/controlnet/IpAdapter
+                        ],
+                        T2IAdapter: [
+                          models/controlnet/T2IAdapter
+                        ],
+                        InvokeIpAdapters15: [
+                          models/controlnet/DiffusersIpAdapters
+                        ],
+                        InvokeIpAdaptersXl: [
+                          models/controlnet/DiffusersIpAdaptersXL
+                        ],
+                        SVD: [
+                          models/svd
+                        ]
+                      },
+                      SharedOutputFolders: {
+                        Text2Img: [
+                          outputs/txt2img-images
+                        ],
+                        Img2Img: [
+                          outputs/img2img-images
+                        ],
+                        Extras: [
+                          outputs/extras-images
+                        ],
+                        Text2ImgGrids: [
+                          outputs/txt2img-grids
+                        ],
+                        Img2ImgGrids: [
+                          outputs/img2img-grids
+                        ],
+                        SVD: [
+                          outputs/svd
+                        ],
+                        Saved: [
+                          log/images
+                        ]
+                      },
+                      LaunchOptions: [
+                        {
+                          Name: Host,
+                          Type: String,
+                          DefaultValue: localhost,
+                          Options: [
+                            --server-name
+                          ]
+                        },
+                        {
+                          Name: Port,
+                          Type: String,
+                          DefaultValue: 7860,
+                          Options: [
+                            --port
+                          ]
+                        },
+                        {
+                          Name: Share,
+                          Description: Set whether to share on Gradio,
+                          Options: [
+                            --share
+                          ]
+                        },
+                        {
+                          Name: VRAM,
+                          Options: [
+                            --lowvram,
+                            --medvram,
+                            --medvram-sdxl
+                          ]
+                        },
+                        {
+                          Name: Xformers,
+                          InitialValue: true,
+                          Options: [
+                            --xformers
+                          ]
+                        },
+                        {
+                          Name: API,
+                          InitialValue: true,
+                          Options: [
+                            --api
+                          ]
+                        },
+                        {
+                          Name: Auto Launch Web UI,
+                          InitialValue: false,
+                          Options: [
+                            --autolaunch
+                          ]
+                        },
+                        {
+                          Name: Skip Torch CUDA Check,
+                          InitialValue: false,
+                          Options: [
+                            --skip-torch-cuda-test
+                          ]
+                        },
+                        {
+                          Name: Skip Python Version Check,
+                          InitialValue: true,
+                          Options: [
+                            --skip-python-version-check
+                          ]
+                        },
+                        {
+                          Name: No Half,
+                          Description: Do not switch the model to 16-bit floats,
+                          InitialValue: false,
+                          Options: [
+                            --no-half
+                          ]
+                        },
+                        {
+                          Name: Skip SD Model Download,
+                          InitialValue: false,
+                          Options: [
+                            --no-download-sd-model
+                          ]
+                        },
+                        {
+                          Name: Skip Install,
+                          Options: [
+                            --skip-install
+                          ]
+                        },
+                        {
+                          Name: Extra Launch Arguments,
+                          Type: String,
+                          Options: [
+                            
+                          ]
+                        }
+                      ],
+                      AvailableSharedFolderMethods: [
+                        Symlink,
+                        None
+                      ],
+                      AvailableTorchVersions: [
+                        Cpu,
+                        Cuda,
+                        Rocm,
+                        Mps
+                      ],
+                      MainBranch: master,
+                      OutputFolderName: outputs,
+                      ExtensionManager: {
+                        RelativeInstallDirectory: extensions,
+                        DefaultManifests: [
+                          {
+                            Uri: https://raw.githubusercontent.com/AUTOMATIC1111/stable-diffusion-webui-extensions/master/index.json
+                          }
+                        ]
+                      },
+                      ExtraLaunchArguments: ,
+                      RepositoryName: stable-diffusion-webui,
+                      RepositoryAuthor: AUTOMATIC1111,
+                      GithubUrl: https://github.com/AUTOMATIC1111/stable-diffusion-webui,
+                      DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\stable-diffusion-webui.zip,
+                      ByAuthor: By AUTOMATIC1111,
+                      Disclaimer: ,
+                      OfferInOneClickInstaller: true,
+                      ShouldIgnoreReleases: false,
+                      UpdateAvailable: false,
+                      IsInferenceCompatible: false,
+                      IsCompatible: true,
+                      SupportsExtensions: true,
+                      AvailableVersionTypes: GithubRelease, Commit,
+                      Prerequisites: [
+                        Git,
+                        Python310,
+                        VcRedist
+                      ]
+                    },
+                    {
+                      Name: ComfyUI,
+                      DisplayName: ComfyUI,
+                      Author: comfyanonymous,
+                      LicenseType: GPL-3.0,
+                      LicenseUrl: https://github.com/comfyanonymous/ComfyUI/blob/master/LICENSE,
+                      Blurb: A powerful and modular stable diffusion GUI and backend,
+                      LaunchCommand: main.py,
+                      PreviewImageUri: https://github.com/comfyanonymous/ComfyUI/raw/master/comfyui_screenshot.png,
+                      ShouldIgnoreReleases: true,
+                      IsInferenceCompatible: true,
+                      OutputFolderName: output,
+                      InstallerSortOrder: InferenceCompatible,
+                      RecommendedSharedFolderMethod: Configuration,
+                      SharedFolders: {
+                        StableDiffusion: [
+                          models/checkpoints
+                        ],
+                        Lora: [
+                          models/loras
+                        ],
+                        ESRGAN: [
+                          models/upscale_models
+                        ],
+                        Diffusers: [
+                          models/diffusers
+                        ],
+                        VAE: [
+                          models/vae
+                        ],
+                        ApproxVAE: [
+                          models/vae_approx
+                        ],
+                        TextualInversion: [
+                          models/embeddings
+                        ],
+                        Hypernetwork: [
+                          models/hypernetworks
+                        ],
+                        ControlNet: [
+                          models/controlnet/ControlNet
+                        ],
+                        CLIP: [
+                          models/clip
+                        ],
+                        GLIGEN: [
+                          models/gligen
+                        ],
+                        IpAdapter: [
+                          models/ipadapter/base
+                        ],
+                        T2IAdapter: [
+                          models/controlnet/T2IAdapter
+                        ],
+                        InvokeIpAdapters15: [
+                          models/ipadapter/sd15
+                        ],
+                        InvokeIpAdaptersXl: [
+                          models/ipadapter/sdxl
+                        ],
+                        InvokeClipVision: [
+                          models/clip_vision
+                        ],
+                        PromptExpansion: [
+                          models/prompt_expansion
+                        ]
+                      },
+                      SharedOutputFolders: {
+                        Text2Img: [
+                          output
+                        ]
+                      },
+                      LaunchOptions: [
+                        {
+                          Name: Host,
+                          Type: String,
+                          DefaultValue: 127.0.0.1,
+                          Options: [
+                            --listen
+                          ]
+                        },
+                        {
+                          Name: Port,
+                          Type: String,
+                          DefaultValue: 8188,
+                          Options: [
+                            --port
+                          ]
+                        },
+                        {
+                          Name: VRAM,
+                          Options: [
+                            --highvram,
+                            --normalvram,
+                            --lowvram,
+                            --novram
+                          ]
+                        },
+                        {
+                          Name: Preview Method,
+                          InitialValue: --preview-method auto,
+                          Options: [
+                            --preview-method auto,
+                            --preview-method latent2rgb,
+                            --preview-method taesd
+                          ]
+                        },
+                        {
+                          Name: Enable DirectML,
+                          InitialValue: false,
+                          Options: [
+                            --directml
+                          ]
+                        },
+                        {
+                          Name: Use CPU only,
+                          InitialValue: false,
+                          Options: [
+                            --cpu
+                          ]
+                        },
+                        {
+                          Name: Cross Attention Method,
+                          Options: [
+                            --use-split-cross-attention,
+                            --use-quad-cross-attention,
+                            --use-pytorch-cross-attention
+                          ]
+                        },
+                        {
+                          Name: Force Floating Point Precision,
+                          Options: [
+                            --force-fp32,
+                            --force-fp16
+                          ]
+                        },
+                        {
+                          Name: VAE Precision,
+                          Options: [
+                            --fp16-vae,
+                            --fp32-vae,
+                            --bf16-vae
+                          ]
+                        },
+                        {
+                          Name: Disable Xformers,
+                          InitialValue: false,
+                          Options: [
+                            --disable-xformers
+                          ]
+                        },
+                        {
+                          Name: Disable upcasting of attention,
+                          Options: [
+                            --dont-upcast-attention
+                          ]
+                        },
+                        {
+                          Name: Auto-Launch,
+                          Options: [
+                            --auto-launch
+                          ]
+                        },
+                        {
+                          Name: Extra Launch Arguments,
+                          Type: String,
+                          Options: [
+                            
+                          ]
+                        }
+                      ],
+                      MainBranch: master,
+                      AvailableTorchVersions: [
+                        Cpu,
+                        Cuda,
+                        DirectMl,
+                        Rocm,
+                        Mps
+                      ],
+                      ExtensionManager: {
+                        RelativeInstallDirectory: custom_nodes,
+                        DefaultManifests: [
+                          {
+                            Uri: https://cdn.jsdelivr.net/gh/ltdrdata/ComfyUI-Manager/custom-node-list.json
+                          },
+                          {
+                            Uri: https://cdn.jsdelivr.net/gh/LykosAI/ComfyUI-Extensions-Index/custom-node-list.json
+                          }
+                        ]
+                      },
+                      RepositoryName: ComfyUI,
+                      RepositoryAuthor: comfyanonymous,
+                      GithubUrl: https://github.com/comfyanonymous/ComfyUI,
+                      DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\ComfyUI.zip,
+                      ByAuthor: By comfyanonymous,
+                      Disclaimer: ,
+                      OfferInOneClickInstaller: true,
+                      UpdateAvailable: false,
+                      IsCompatible: true,
+                      AvailableSharedFolderMethods: [
+                        Symlink,
+                        Configuration,
+                        None
+                      ],
+                      SupportsExtensions: true,
+                      AvailableVersionTypes: Commit,
+                      Prerequisites: [
+                        Git,
+                        Python310,
+                        VcRedist
+                      ]
+                    },
+                    {
+                      Name: Fooocus,
+                      DisplayName: Fooocus,
+                      Author: lllyasviel,
+                      Blurb: Fooocus is a rethinking of Stable Diffusion and Midjourney’s designs,
+                      LicenseType: GPL-3.0,
+                      LicenseUrl: https://github.com/lllyasviel/Fooocus/blob/main/LICENSE,
+                      LaunchCommand: launch.py,
+                      PreviewImageUri: https://user-images.githubusercontent.com/19834515/261830306-f79c5981-cf80-4ee3-b06b-3fef3f8bfbc7.png,
+                      LaunchOptions: [
+                        {
+                          Name: Preset,
+                          Options: [
+                            --preset anime,
+                            --preset realistic
+                          ]
+                        },
+                        {
+                          Name: Port,
+                          Type: String,
+                          Description: Sets the listen port,
+                          Options: [
+                            --port
+                          ]
+                        },
+                        {
+                          Name: Share,
+                          Description: Set whether to share on Gradio,
+                          Options: [
+                            --share
+                          ]
+                        },
+                        {
+                          Name: Listen,
+                          Type: String,
+                          Description: Set the listen interface,
+                          Options: [
+                            --listen
+                          ]
+                        },
+                        {
+                          Name: Output Directory,
+                          Type: String,
+                          Description: Override the output directory,
+                          Options: [
+                            --output-path
+                          ]
+                        },
+                        {
+                          Name: Language,
+                          Type: String,
+                          Description: Change the language of the UI,
+                          Options: [
+                            --language
+                          ]
+                        },
+                        {
+                          Name: Auto-Launch,
+                          Options: [
+                            --auto-launch
+                          ]
+                        },
+                        {
+                          Name: Disable Image Log,
+                          Options: [
+                            --disable-image-log
+                          ]
+                        },
+                        {
+                          Name: Disable Analytics,
+                          Options: [
+                            --disable-analytics
+                          ]
+                        },
+                        {
+                          Name: Disable Preset Model Downloads,
+                          Options: [
+                            --disable-preset-download
+                          ]
+                        },
+                        {
+                          Name: Always Download Newer Models,
+                          Options: [
+                            --always-download-new-model
+                          ]
+                        },
+                        {
+                          Name: VRAM,
+                          Options: [
+                            --always-high-vram,
+                            --always-normal-vram,
+                            --always-low-vram,
+                            --always-no-vram
+                          ]
+                        },
+                        {
+                          Name: Use DirectML,
+                          Description: Use pytorch with DirectML support,
+                          InitialValue: false,
+                          Options: [
+                            --directml
+                          ]
+                        },
+                        {
+                          Name: Disable Xformers,
+                          InitialValue: false,
+                          Options: [
+                            --disable-xformers
+                          ]
+                        },
+                        {
+                          Name: Extra Launch Arguments,
+                          Type: String,
+                          Options: [
+                            
+                          ]
+                        }
+                      ],
+                      RecommendedSharedFolderMethod: Configuration,
+                      AvailableSharedFolderMethods: [
+                        Symlink,
+                        Configuration,
+                        None
+                      ],
+                      SharedFolders: {
+                        StableDiffusion: [
+                          models/checkpoints
+                        ],
+                        Lora: [
+                          models/loras
+                        ],
+                        ESRGAN: [
+                          models/upscale_models
+                        ],
+                        Diffusers: [
+                          models/diffusers
+                        ],
+                        VAE: [
+                          models/vae
+                        ],
+                        ApproxVAE: [
+                          models/vae_approx
+                        ],
+                        TextualInversion: [
+                          models/embeddings
+                        ],
+                        Hypernetwork: [
+                          models/hypernetworks
+                        ],
+                        ControlNet: [
+                          models/controlnet
+                        ],
+                        CLIP: [
+                          models/clip
+                        ],
+                        GLIGEN: [
+                          models/gligen
+                        ],
+                        InvokeClipVision: [
+                          models/clip_vision
+                        ]
+                      },
+                      SharedFolderLayout: {
+                        RelativeConfigPath: config.txt,
+                        Rules: [
+                          {
+                            SourceTypes: [
+                              StableDiffusion
+                            ],
+                            TargetRelativePaths: [
+                              models/checkpoints
+                            ],
+                            ConfigDocumentPaths: [
+                              path_checkpoints
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              Diffusers
+                            ],
+                            TargetRelativePaths: [
+                              models/diffusers
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              CLIP
+                            ],
+                            TargetRelativePaths: [
+                              models/clip
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              GLIGEN
+                            ],
+                            TargetRelativePaths: [
+                              models/gligen
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              ESRGAN
+                            ],
+                            TargetRelativePaths: [
+                              models/upscale_models
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              Hypernetwork
+                            ],
+                            TargetRelativePaths: [
+                              models/hypernetworks
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              TextualInversion
+                            ],
+                            TargetRelativePaths: [
+                              models/embeddings
+                            ],
+                            ConfigDocumentPaths: [
+                              path_embeddings
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              VAE
+                            ],
+                            TargetRelativePaths: [
+                              models/vae
+                            ],
+                            ConfigDocumentPaths: [
+                              path_vae
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              ApproxVAE
+                            ],
+                            TargetRelativePaths: [
+                              models/vae_approx
+                            ],
+                            ConfigDocumentPaths: [
+                              path_vae_approx
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              Lora,
+                              LyCORIS
+                            ],
+                            TargetRelativePaths: [
+                              models/loras
+                            ],
+                            ConfigDocumentPaths: [
+                              path_loras
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              InvokeClipVision
+                            ],
+                            TargetRelativePaths: [
+                              models/clip_vision
+                            ],
+                            ConfigDocumentPaths: [
+                              path_clip_vision
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              ControlNet
+                            ],
+                            TargetRelativePaths: [
+                              models/controlnet
+                            ],
+                            ConfigDocumentPaths: [
+                              path_controlnet
+                            ]
+                          },
+                          {
+                            TargetRelativePaths: [
+                              models/inpaint
+                            ],
+                            ConfigDocumentPaths: [
+                              path_inpaint
+                            ]
+                          },
+                          {
+                            TargetRelativePaths: [
+                              models/prompt_expansion/fooocus_expansion
+                            ],
+                            ConfigDocumentPaths: [
+                              path_fooocus_expansion
+                            ]
+                          },
+                          {
+                            TargetRelativePaths: [
+                              outputs
+                            ],
+                            ConfigDocumentPaths: [
+                              path_outputs
+                            ]
+                          }
+                        ]
+                      },
+                      SharedOutputFolders: {
+                        Text2Img: [
+                          outputs
+                        ]
+                      },
+                      AvailableTorchVersions: [
+                        Cpu,
+                        Cuda,
+                        DirectMl,
+                        Rocm
+                      ],
+                      MainBranch: main,
+                      ShouldIgnoreReleases: true,
+                      OutputFolderName: outputs,
+                      InstallerSortOrder: Simple,
+                      RepositoryName: Fooocus,
+                      RepositoryAuthor: lllyasviel,
+                      GithubUrl: https://github.com/lllyasviel/Fooocus,
+                      DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\Fooocus.zip,
+                      ByAuthor: By lllyasviel,
+                      Disclaimer: ,
+                      OfferInOneClickInstaller: true,
+                      UpdateAvailable: false,
+                      IsInferenceCompatible: false,
+                      IsCompatible: true,
+                      SupportsExtensions: false,
+                      AvailableVersionTypes: Commit,
+                      Prerequisites: [
+                        Git,
+                        Python310,
+                        VcRedist
+                      ]
+                    },
+                    {
+                      Name: voltaML-fast-stable-diffusion,
+                      DisplayName: VoltaML,
+                      Author: VoltaML,
+                      LicenseType: GPL-3.0,
+                      LicenseUrl: https://github.com/VoltaML/voltaML-fast-stable-diffusion/blob/main/License,
+                      Blurb: Fast Stable Diffusion with support for AITemplate,
+                      LaunchCommand: main.py,
+                      PreviewImageUri: https://github.com/LykosAI/StabilityMatrix/assets/13956642/d9a908ed-5665-41a5-a380-98458f4679a8,
+                      InstallerSortOrder: Simple,
+                      ShouldIgnoreReleases: true,
+                      SharedFolders: {
+                        StableDiffusion: [
+                          data/models
+                        ],
+                        Lora: [
+                          data/lora
+                        ],
+                        TextualInversion: [
+                          data/textual-inversion
+                        ]
+                      },
+                      SharedOutputFolders: {
+                        Text2Img: [
+                          data/outputs/txt2img
+                        ],
+                        Img2Img: [
+                          data/outputs/img2img
+                        ],
+                        Extras: [
+                          data/outputs/extra
+                        ]
+                      },
+                      OutputFolderName: data/outputs,
+                      AvailableTorchVersions: [
+                        Cpu,
+                        Cuda,
+                        DirectMl
+                      ],
+                      AvailableSharedFolderMethods: [
+                        Symlink,
+                        None
+                      ],
+                      LaunchOptions: [
+                        {
+                          Name: Log Level,
+                          DefaultValue: --log-level INFO,
+                          Options: [
+                            --log-level DEBUG,
+                            --log-level INFO,
+                            --log-level WARNING,
+                            --log-level ERROR,
+                            --log-level CRITICAL
+                          ]
+                        },
+                        {
+                          Name: Use ngrok to expose the API,
+                          Options: [
+                            --ngrok
+                          ]
+                        },
+                        {
+                          Name: Expose the API to the network,
+                          Options: [
+                            --host
+                          ]
+                        },
+                        {
+                          Name: Skip virtualenv check,
+                          InitialValue: true,
+                          Options: [
+                            --in-container
+                          ]
+                        },
+                        {
+                          Name: Force VoltaML to use a specific type of PyTorch distribution,
+                          Options: [
+                            --pytorch-type cpu,
+                            --pytorch-type cuda,
+                            --pytorch-type rocm,
+                            --pytorch-type directml,
+                            --pytorch-type intel,
+                            --pytorch-type vulkan
+                          ]
+                        },
+                        {
+                          Name: Run in tandem with the Discord bot,
+                          Options: [
+                            --bot
+                          ]
+                        },
+                        {
+                          Name: Enable Cloudflare R2 bucket upload support,
+                          Options: [
+                            --enable-r2
+                          ]
+                        },
+                        {
+                          Name: Port,
+                          Type: String,
+                          DefaultValue: 5003,
+                          Options: [
+                            --port
+                          ]
+                        },
+                        {
+                          Name: Only install requirements and exit,
+                          Options: [
+                            --install-only
+                          ]
+                        },
+                        {
+                          Name: Extra Launch Arguments,
+                          Type: String,
+                          Options: [
+                            
+                          ]
+                        }
+                      ],
+                      MainBranch: main,
+                      RepositoryName: voltaML-fast-stable-diffusion,
+                      RepositoryAuthor: VoltaML,
+                      GithubUrl: https://github.com/VoltaML/voltaML-fast-stable-diffusion,
+                      DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\voltaML-fast-stable-diffusion.zip,
+                      ByAuthor: By VoltaML,
+                      Disclaimer: ,
+                      OfferInOneClickInstaller: true,
+                      UpdateAvailable: false,
+                      IsInferenceCompatible: false,
+                      IsCompatible: true,
+                      SupportsExtensions: false,
+                      AvailableVersionTypes: Commit,
+                      Prerequisites: [
+                        Git,
+                        Python310,
+                        VcRedist
+                      ]
+                    },
+                    {
+                      Name: stable-diffusion-webui-ux,
+                      DisplayName: Stable Diffusion Web UI-UX,
+                      Author: anapnoe,
+                      LicenseType: AGPL-3.0,
+                      LicenseUrl: https://github.com/anapnoe/stable-diffusion-webui-ux/blob/master/LICENSE.txt,
+                      Blurb: A pixel perfect design, mobile friendly, customizable interface that adds accessibility, ease of use and extended functionallity to the stable diffusion web ui.,
+                      LaunchCommand: launch.py,
+                      PreviewImageUri: https://raw.githubusercontent.com/anapnoe/stable-diffusion-webui-ux/master/screenshot.png,
+                      InstallerSortOrder: Advanced,
+                      ExtensionManager: {
+                        RelativeInstallDirectory: extensions,
+                        DefaultManifests: [
+                          {
+                            Uri: https://raw.githubusercontent.com/AUTOMATIC1111/stable-diffusion-webui-extensions/master/index.json
+                          }
+                        ]
+                      },
+                      SharedFolders: {
+                        StableDiffusion: [
+                          models/Stable-diffusion
+                        ],
+                        Lora: [
+                          models/Lora
+                        ],
+                        LyCORIS: [
+                          models/LyCORIS
+                        ],
+                        ESRGAN: [
+                          models/ESRGAN
+                        ],
+                        Codeformer: [
+                          models/Codeformer
+                        ],
+                        RealESRGAN: [
+                          models/RealESRGAN
+                        ],
+                        SwinIR: [
+                          models/SwinIR
+                        ],
+                        VAE: [
+                          models/VAE
+                        ],
+                        ApproxVAE: [
+                          models/VAE-approx
+                        ],
+                        Karlo: [
+                          models/karlo
+                        ],
+                        DeepDanbooru: [
+                          models/deepbooru
+                        ],
+                        TextualInversion: [
+                          embeddings
+                        ],
+                        Hypernetwork: [
+                          models/hypernetworks
+                        ],
+                        ControlNet: [
+                          models/ControlNet
+                        ],
+                        LDSR: [
+                          models/LDSR
+                        ],
+                        AfterDetailer: [
+                          models/adetailer
+                        ]
+                      },
+                      SharedOutputFolders: {
+                        Text2Img: [
+                          outputs/txt2img-images
+                        ],
+                        Img2Img: [
+                          outputs/img2img-images
+                        ],
+                        Extras: [
+                          outputs/extras-images
+                        ],
+                        Text2ImgGrids: [
+                          outputs/txt2img-grids
+                        ],
+                        Img2ImgGrids: [
+                          outputs/img2img-grids
+                        ],
+                        Saved: [
+                          log/images
+                        ]
+                      },
+                      LaunchOptions: [
+                        {
+                          Name: Host,
+                          Type: String,
+                          DefaultValue: localhost,
+                          Options: [
+                            --server-name
+                          ]
+                        },
+                        {
+                          Name: Port,
+                          Type: String,
+                          DefaultValue: 7860,
+                          Options: [
+                            --port
+                          ]
+                        },
+                        {
+                          Name: VRAM,
+                          Options: [
+                            --lowvram,
+                            --medvram,
+                            --medvram-sdxl
+                          ]
+                        },
+                        {
+                          Name: Xformers,
+                          InitialValue: true,
+                          Options: [
+                            --xformers
+                          ]
+                        },
+                        {
+                          Name: API,
+                          InitialValue: true,
+                          Options: [
+                            --api
+                          ]
+                        },
+                        {
+                          Name: Auto Launch Web UI,
+                          InitialValue: false,
+                          Options: [
+                            --autolaunch
+                          ]
+                        },
+                        {
+                          Name: Skip Torch CUDA Check,
+                          InitialValue: false,
+                          Options: [
+                            --skip-torch-cuda-test
+                          ]
+                        },
+                        {
+                          Name: Skip Python Version Check,
+                          InitialValue: true,
+                          Options: [
+                            --skip-python-version-check
+                          ]
+                        },
+                        {
+                          Name: No Half,
+                          Description: Do not switch the model to 16-bit floats,
+                          InitialValue: false,
+                          Options: [
+                            --no-half
+                          ]
+                        },
+                        {
+                          Name: Skip SD Model Download,
+                          InitialValue: false,
+                          Options: [
+                            --no-download-sd-model
+                          ]
+                        },
+                        {
+                          Name: Skip Install,
+                          Options: [
+                            --skip-install
+                          ]
+                        },
+                        {
+                          Name: Extra Launch Arguments,
+                          Type: String,
+                          Options: [
+                            
+                          ]
+                        }
+                      ],
+                      AvailableSharedFolderMethods: [
+                        Symlink,
+                        None
+                      ],
+                      AvailableTorchVersions: [
+                        Cpu,
+                        Cuda,
+                        Rocm,
+                        Mps
+                      ],
+                      MainBranch: master,
+                      ShouldIgnoreReleases: true,
+                      OutputFolderName: outputs,
+                      RepositoryName: stable-diffusion-webui-ux,
+                      RepositoryAuthor: anapnoe,
+                      GithubUrl: https://github.com/anapnoe/stable-diffusion-webui-ux,
+                      DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\stable-diffusion-webui-ux.zip,
+                      ByAuthor: By anapnoe,
+                      Disclaimer: ,
+                      OfferInOneClickInstaller: true,
+                      UpdateAvailable: false,
+                      IsInferenceCompatible: false,
+                      IsCompatible: true,
+                      SupportsExtensions: true,
+                      AvailableVersionTypes: Commit,
+                      Prerequisites: [
+                        Git,
+                        Python310,
+                        VcRedist
+                      ]
+                    },
+                    {
+                      Name: StableSwarmUI,
+                      RepositoryName: SwarmUI,
+                      DisplayName: SwarmUI,
+                      Author: mcmonkeyprojects,
+                      Blurb: A Modular Stable Diffusion Web-User-Interface, with an emphasis on making powertools easily accessible, high performance, and extensibility.,
+                      LicenseType: MIT,
+                      LicenseUrl: https://github.com/mcmonkeyprojects/SwarmUI/blob/master/LICENSE.txt,
+                      LaunchCommand: ,
+                      PreviewImageUri: https://github.com/mcmonkeyprojects/SwarmUI/raw/master/.github/images/swarmui.jpg,
+                      OutputFolderName: Output,
+                      AvailableSharedFolderMethods: [
+                        Symlink,
+                        Configuration,
+                        None
+                      ],
+                      RecommendedSharedFolderMethod: Configuration,
+                      OfferInOneClickInstaller: false,
+                      LaunchOptions: [
+                        {
+                          Name: Host,
+                          Type: String,
+                          DefaultValue: 127.0.0.1,
+                          Options: [
+                            --host
+                          ]
+                        },
+                        {
+                          Name: Port,
+                          Type: String,
+                          DefaultValue: 7801,
+                          Options: [
+                            --port
+                          ]
+                        },
+                        {
+                          Name: Ngrok Path,
+                          Type: String,
+                          Options: [
+                            --ngrok-path
+                          ]
+                        },
+                        {
+                          Name: Ngrok Basic Auth,
+                          Type: String,
+                          Options: [
+                            --ngrok-basic-auth
+                          ]
+                        },
+                        {
+                          Name: Cloudflared Path,
+                          Type: String,
+                          Options: [
+                            --cloudflared-path
+                          ]
+                        },
+                        {
+                          Name: Proxy Region,
+                          Type: String,
+                          Options: [
+                            --proxy-region
+                          ]
+                        },
+                        {
+                          Name: Launch Mode,
+                          Options: [
+                            --launch-mode web,
+                            --launch-mode webinstall
+                          ]
+                        },
+                        {
+                          Name: Extra Launch Arguments,
+                          Type: String,
+                          Options: [
+                            
+                          ]
+                        }
+                      ],
+                      SharedFolders: {
+                        StableDiffusion: [
+                          Models/Stable-Diffusion
+                        ],
+                        Lora: [
+                          Models/Lora
+                        ],
+                        VAE: [
+                          Models/VAE
+                        ],
+                        TextualInversion: [
+                          Models/Embeddings
+                        ],
+                        ControlNet: [
+                          Models/controlnet
+                        ],
+                        InvokeClipVision: [
+                          Models/clip_vision
+                        ]
+                      },
+                      SharedOutputFolders: {
+                        Text2Img: [
+                          Output
+                        ]
+                      },
+                      MainBranch: master,
+                      ShouldIgnoreReleases: true,
+                      AvailableTorchVersions: [
+                        Cpu,
+                        Cuda,
+                        DirectMl,
+                        Rocm,
+                        Mps
+                      ],
+                      InstallerSortOrder: Advanced,
+                      Prerequisites: [
+                        Git,
+                        Dotnet,
+                        Python310,
+                        VcRedist
+                      ],
+                      RepositoryAuthor: mcmonkeyprojects,
+                      GithubUrl: https://github.com/mcmonkeyprojects/SwarmUI,
+                      DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\StableSwarmUI.zip,
+                      ByAuthor: By mcmonkeyprojects,
+                      Disclaimer: ,
+                      UpdateAvailable: false,
+                      IsInferenceCompatible: false,
+                      IsCompatible: true,
+                      SupportsExtensions: false,
+                      AvailableVersionTypes: Commit
+                    },
+                    {
+                      Name: RuinedFooocus,
+                      DisplayName: RuinedFooocus,
+                      Author: runew0lf,
+                      Blurb: RuinedFooocus combines the best aspects of Stable Diffusion and Midjourney into one seamless, cutting-edge experience,
+                      LicenseUrl: https://github.com/runew0lf/RuinedFooocus/blob/main/LICENSE,
+                      PreviewImageUri: https://raw.githubusercontent.com/runew0lf/pmmconfigs/main/RuinedFooocus_ss.png,
+                      InstallerSortOrder: Expert,
+                      AvailableSharedFolderMethods: [
+                        Symlink,
+                        None
+                      ],
+                      LaunchOptions: [
+                        {
+                          Name: Preset,
+                          Options: [
+                            --preset anime,
+                            --preset realistic
+                          ]
+                        },
+                        {
+                          Name: Port,
+                          Type: String,
+                          Description: Sets the listen port,
+                          Options: [
+                            --port
+                          ]
+                        },
+                        {
+                          Name: Share,
+                          Description: Set whether to share on Gradio,
+                          Options: [
+                            --share
+                          ]
+                        },
+                        {
+                          Name: Listen,
+                          Type: String,
+                          Description: Set the listen interface,
+                          Options: [
+                            --listen
+                          ]
+                        },
+                        {
+                          Name: Output Directory,
+                          Type: String,
+                          Description: Override the output directory,
+                          Options: [
+                            --output-directory
+                          ]
+                        },
+                        {
+                          Name: VRAM,
+                          Options: [
+                            --highvram,
+                            --normalvram,
+                            --lowvram,
+                            --novram
+                          ]
+                        },
+                        {
+                          Name: Use DirectML,
+                          Description: Use pytorch with DirectML support,
+                          InitialValue: false,
+                          Options: [
+                            --directml
+                          ]
+                        },
+                        {
+                          Name: Disable Xformers,
+                          InitialValue: false,
+                          Options: [
+                            --disable-xformers
+                          ]
+                        },
+                        {
+                          Name: Auto-Launch,
+                          Options: [
+                            --auto-launch
+                          ]
+                        },
+                        {
+                          Name: Extra Launch Arguments,
+                          Type: String,
+                          Options: [
+                            
+                          ]
+                        }
+                      ],
+                      LicenseType: GPL-3.0,
+                      LaunchCommand: launch.py,
+                      SharedFolders: {
+                        StableDiffusion: [
+                          models/checkpoints
+                        ],
+                        Lora: [
+                          models/loras
+                        ],
+                        ESRGAN: [
+                          models/upscale_models
+                        ],
+                        Diffusers: [
+                          models/diffusers
+                        ],
+                        VAE: [
+                          models/vae
+                        ],
+                        ApproxVAE: [
+                          models/vae_approx
+                        ],
+                        TextualInversion: [
+                          models/embeddings
+                        ],
+                        Hypernetwork: [
+                          models/hypernetworks
+                        ],
+                        ControlNet: [
+                          models/controlnet
+                        ],
+                        CLIP: [
+                          models/clip
+                        ],
+                        GLIGEN: [
+                          models/gligen
+                        ],
+                        InvokeClipVision: [
+                          models/clip_vision
+                        ]
+                      },
+                      SharedFolderLayout: {
+                        RelativeConfigPath: config.txt,
+                        Rules: [
+                          {
+                            SourceTypes: [
+                              StableDiffusion
+                            ],
+                            TargetRelativePaths: [
+                              models/checkpoints
+                            ],
+                            ConfigDocumentPaths: [
+                              path_checkpoints
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              Diffusers
+                            ],
+                            TargetRelativePaths: [
+                              models/diffusers
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              CLIP
+                            ],
+                            TargetRelativePaths: [
+                              models/clip
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              GLIGEN
+                            ],
+                            TargetRelativePaths: [
+                              models/gligen
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              ESRGAN
+                            ],
+                            TargetRelativePaths: [
+                              models/upscale_models
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              Hypernetwork
+                            ],
+                            TargetRelativePaths: [
+                              models/hypernetworks
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              TextualInversion
+                            ],
+                            TargetRelativePaths: [
+                              models/embeddings
+                            ],
+                            ConfigDocumentPaths: [
+                              path_embeddings
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              VAE
+                            ],
+                            TargetRelativePaths: [
+                              models/vae
+                            ],
+                            ConfigDocumentPaths: [
+                              path_vae
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              ApproxVAE
+                            ],
+                            TargetRelativePaths: [
+                              models/vae_approx
+                            ],
+                            ConfigDocumentPaths: [
+                              path_vae_approx
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              Lora,
+                              LyCORIS
+                            ],
+                            TargetRelativePaths: [
+                              models/loras
+                            ],
+                            ConfigDocumentPaths: [
+                              path_loras
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              InvokeClipVision
+                            ],
+                            TargetRelativePaths: [
+                              models/clip_vision
+                            ],
+                            ConfigDocumentPaths: [
+                              path_clip_vision
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              ControlNet
+                            ],
+                            TargetRelativePaths: [
+                              models/controlnet
+                            ],
+                            ConfigDocumentPaths: [
+                              path_controlnet
+                            ]
+                          },
+                          {
+                            TargetRelativePaths: [
+                              models/inpaint
+                            ],
+                            ConfigDocumentPaths: [
+                              path_inpaint
+                            ]
+                          },
+                          {
+                            TargetRelativePaths: [
+                              models/prompt_expansion/fooocus_expansion
+                            ],
+                            ConfigDocumentPaths: [
+                              path_fooocus_expansion
+                            ]
+                          },
+                          {
+                            TargetRelativePaths: [
+                              outputs
+                            ],
+                            ConfigDocumentPaths: [
+                              path_outputs
+                            ]
+                          }
+                        ]
+                      },
+                      SharedOutputFolders: {
+                        Text2Img: [
+                          outputs
+                        ]
+                      },
+                      AvailableTorchVersions: [
+                        Cpu,
+                        Cuda,
+                        DirectMl,
+                        Rocm
+                      ],
+                      MainBranch: main,
+                      ShouldIgnoreReleases: true,
+                      OutputFolderName: outputs,
+                      RepositoryName: RuinedFooocus,
+                      RepositoryAuthor: runew0lf,
+                      GithubUrl: https://github.com/runew0lf/RuinedFooocus,
+                      DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\RuinedFooocus.zip,
+                      ByAuthor: By runew0lf,
+                      Disclaimer: ,
+                      OfferInOneClickInstaller: true,
+                      UpdateAvailable: false,
+                      IsInferenceCompatible: false,
+                      IsCompatible: true,
+                      SupportsExtensions: false,
+                      AvailableVersionTypes: Commit,
+                      Prerequisites: [
+                        Git,
+                        Python310,
+                        VcRedist
+                      ]
+                    },
+                    {
+                      Name: automatic,
+                      DisplayName: SD.Next,
+                      Author: vladmandic,
+                      LicenseType: AGPL-3.0,
+                      LicenseUrl: https://github.com/vladmandic/automatic/blob/master/LICENSE.txt,
+                      Blurb: Stable Diffusion implementation with advanced features and modern UI,
+                      LaunchCommand: launch.py,
+                      PreviewImageUri: https://github.com/vladmandic/automatic/raw/master/html/screenshot-modernui.jpg,
+                      ShouldIgnoreReleases: true,
+                      InstallerSortOrder: Expert,
+                      AvailableTorchVersions: [
+                        Cpu,
+                        Cuda,
+                        DirectMl,
+                        Rocm,
+                        Zluda
+                      ],
+                      SharedFolders: {
+                        StableDiffusion: [
+                          models/Stable-diffusion
+                        ],
+                        Lora: [
+                          models/Lora
+                        ],
+                        LyCORIS: [
+                          models/LyCORIS
+                        ],
+                        ESRGAN: [
+                          models/ESRGAN
+                        ],
+                        GFPGAN: [
+                          models/GFPGAN
+                        ],
+                        BSRGAN: [
+                          models/BSRGAN
+                        ],
+                        Codeformer: [
+                          models/Codeformer
+                        ],
+                        Diffusers: [
+                          models/Diffusers
+                        ],
+                        RealESRGAN: [
+                          models/RealESRGAN
+                        ],
+                        SwinIR: [
+                          models/SwinIR
+                        ],
+                        VAE: [
+                          models/VAE
+                        ],
+                        TextualInversion: [
+                          models/embeddings
+                        ],
+                        Hypernetwork: [
+                          models/hypernetworks
+                        ],
+                        ControlNet: [
+                          models/ControlNet
+                        ],
+                        LDSR: [
+                          models/LDSR
+                        ],
+                        CLIP: [
+                          models/CLIP
+                        ],
+                        ScuNET: [
+                          models/ScuNET
+                        ]
+                      },
+                      SharedOutputFolders: {
+                        Text2Img: [
+                          outputs/text
+                        ],
+                        Img2Img: [
+                          outputs/image
+                        ],
+                        Extras: [
+                          outputs/extras
+                        ],
+                        Text2ImgGrids: [
+                          outputs/grids
+                        ],
+                        Img2ImgGrids: [
+                          outputs/grids
+                        ],
+                        Saved: [
+                          outputs/save
+                        ]
+                      },
+                      OutputFolderName: outputs,
+                      ExtensionManager: {
+                        RelativeInstallDirectory: extensions,
+                        DefaultManifests: [
+                          {
+                            Uri: https://vladmandic.github.io/sd-data/pages/extensions.json
+                          }
+                        ]
+                      },
+                      LaunchOptions: [
+                        {
+                          Name: Host,
+                          Type: String,
+                          DefaultValue: localhost,
+                          Options: [
+                            --server-name
+                          ]
+                        },
+                        {
+                          Name: Port,
+                          Type: String,
+                          DefaultValue: 7860,
+                          Options: [
+                            --port
+                          ]
+                        },
+                        {
+                          Name: VRAM,
+                          Options: [
+                            --lowvram,
+                            --medvram
+                          ]
+                        },
+                        {
+                          Name: Auto-Launch Web UI,
+                          Options: [
+                            --autolaunch
+                          ]
+                        },
+                        {
+                          Name: Force use of Intel OneAPI XPU backend,
+                          Options: [
+                            --use-ipex
+                          ]
+                        },
+                        {
+                          Name: Use DirectML if no compatible GPU is detected,
+                          InitialValue: false,
+                          Options: [
+                            --use-directml
+                          ]
+                        },
+                        {
+                          Name: Force use of Nvidia CUDA backend,
+                          InitialValue: true,
+                          Options: [
+                            --use-cuda
+                          ]
+                        },
+                        {
+                          Name: Force use of AMD ROCm backend,
+                          InitialValue: false,
+                          Options: [
+                            --use-rocm
+                          ]
+                        },
+                        {
+                          Name: Force use of ZLUDA backend,
+                          InitialValue: false,
+                          Options: [
+                            --use-zluda
+                          ]
+                        },
+                        {
+                          Name: CUDA Device ID,
+                          Type: String,
+                          Options: [
+                            --device-id
+                          ]
+                        },
+                        {
+                          Name: API,
+                          Options: [
+                            --api
+                          ]
+                        },
+                        {
+                          Name: Debug Logging,
+                          Options: [
+                            --debug
+                          ]
+                        },
+                        {
+                          Name: Extra Launch Arguments,
+                          Type: String,
+                          Options: [
+                            
+                          ]
+                        }
+                      ],
+                      ExtraLaunchArguments: ,
+                      MainBranch: master,
+                      RepositoryName: automatic,
+                      RepositoryAuthor: vladmandic,
+                      GithubUrl: https://github.com/vladmandic/automatic,
+                      DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\automatic.zip,
+                      ByAuthor: By vladmandic,
+                      Disclaimer: ,
+                      OfferInOneClickInstaller: true,
+                      UpdateAvailable: false,
+                      IsInferenceCompatible: false,
+                      IsCompatible: true,
+                      AvailableSharedFolderMethods: [
+                        Symlink,
+                        Configuration,
+                        None
+                      ],
+                      SupportsExtensions: true,
+                      AvailableVersionTypes: Commit,
+                      Prerequisites: [
+                        Git,
+                        Python310,
+                        VcRedist
+                      ]
+                    },
+                    {
+                      Name: sdfx,
+                      DisplayName: SDFX,
+                      Author: sdfxai,
+                      Blurb: The ultimate no-code platform to build and share AI apps with beautiful UI.,
+                      LicenseType: AGPL-3.0,
+                      LicenseUrl: https://github.com/sdfxai/sdfx/blob/main/LICENSE,
+                      LaunchCommand: setup.py,
+                      PreviewImageUri: https://github.com/sdfxai/sdfx/raw/main/docs/static/screen-sdfx.png,
+                      OutputFolderName: data\media\output,
+                      AvailableTorchVersions: [
+                        Cpu,
+                        Cuda,
+                        DirectMl,
+                        Rocm,
+                        Mps
+                      ],
+                      InstallerSortOrder: Expert,
+                      RecommendedSharedFolderMethod: Configuration,
+                      LaunchOptions: [
+                        {
+                          Name: Extra Launch Arguments,
+                          Type: String,
+                          Options: [
+                            
+                          ]
+                        }
+                      ],
+                      SharedFolders: {
+                        StableDiffusion: [
+                          data/models/checkpoints
+                        ],
+                        Lora: [
+                          data/models/loras
+                        ],
+                        ESRGAN: [
+                          data/models/upscale_models
+                        ],
+                        Diffusers: [
+                          data/models/diffusers
+                        ],
+                        VAE: [
+                          data/models/vae
+                        ],
+                        ApproxVAE: [
+                          data/models/vae_approx
+                        ],
+                        TextualInversion: [
+                          data/models/embeddings
+                        ],
+                        Hypernetwork: [
+                          data/models/hypernetworks
+                        ],
+                        ControlNet: [
+                          data/models/controlnet/ControlNet
+                        ],
+                        CLIP: [
+                          data/models/clip
+                        ],
+                        GLIGEN: [
+                          data/models/gligen
+                        ],
+                        IpAdapter: [
+                          data/models/ipadapter/base
+                        ],
+                        T2IAdapter: [
+                          data/models/controlnet/T2IAdapter
+                        ],
+                        InvokeIpAdapters15: [
+                          data/models/ipadapter/sd15
+                        ],
+                        InvokeIpAdaptersXl: [
+                          data/models/ipadapter/sdxl
+                        ],
+                        InvokeClipVision: [
+                          data/models/clip_vision
+                        ],
+                        PromptExpansion: [
+                          data/models/prompt_expansion
+                        ]
+                      },
+                      SharedOutputFolders: {
+                        Text2Img: [
+                          data/media/output
+                        ]
+                      },
+                      MainBranch: main,
+                      ShouldIgnoreReleases: true,
+                      Prerequisites: [
+                        Python310,
+                        VcRedist,
+                        Git,
+                        Node
+                      ],
+                      RepositoryName: sdfx,
+                      RepositoryAuthor: sdfxai,
+                      GithubUrl: https://github.com/sdfxai/sdfx,
+                      DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\sdfx.zip,
+                      ByAuthor: By sdfxai,
+                      Disclaimer: ,
+                      OfferInOneClickInstaller: true,
+                      UpdateAvailable: false,
+                      IsInferenceCompatible: false,
+                      IsCompatible: true,
+                      AvailableSharedFolderMethods: [
+                        Symlink,
+                        Configuration,
+                        None
+                      ],
+                      SupportsExtensions: false,
+                      AvailableVersionTypes: Commit
+                    },
+                    {
+                      Name: InvokeAI,
+                      DisplayName: InvokeAI,
+                      Author: invoke-ai,
+                      LicenseType: Apache-2.0,
+                      LicenseUrl: https://github.com/invoke-ai/InvokeAI/blob/main/LICENSE,
+                      Blurb: Professional Creative Tools for Stable Diffusion,
+                      LaunchCommand: invokeai-web,
+                      InstallerSortOrder: Nightmare,
+                      ExtraLaunchCommands: [
+                        invokeai-db-maintenance,
+                        invokeai-import-images
+                      ],
+                      PreviewImageUri: https://raw.githubusercontent.com/invoke-ai/InvokeAI/main/docs/assets/canvas_preview.png,
+                      AvailableSharedFolderMethods: [
+                        None
+                      ],
+                      RecommendedSharedFolderMethod: None,
+                      MainBranch: main,
+                      SharedFolders: {
+                        StableDiffusion: [
+                          invokeai-root\autoimport\main
+                        ],
+                        Lora: [
+                          invokeai-root\autoimport\lora
+                        ],
+                        TextualInversion: [
+                          invokeai-root\autoimport\embedding
+                        ],
+                        ControlNet: [
+                          invokeai-root\autoimport\controlnet
+                        ],
+                        T2IAdapter: [
+                          invokeai-root\autoimport\t2i_adapter
+                        ],
+                        InvokeIpAdapters15: [
+                          invokeai-root\models\sd-1\ip_adapter
+                        ],
+                        InvokeIpAdaptersXl: [
+                          invokeai-root\models\sdxl\ip_adapter
+                        ],
+                        InvokeClipVision: [
+                          invokeai-root\models\any\clip_vision
+                        ]
+                      },
+                      SharedOutputFolders: {
+                        Text2Img: [
+                          invokeai-root\outputs\images
+                        ]
+                      },
+                      OutputFolderName: invokeai-root\outputs\images,
+                      LaunchOptions: [
+                        {
+                          Name: Host,
+                          Type: String,
+                          DefaultValue: localhost,
+                          Options: [
+                            --host
+                          ]
+                        },
+                        {
+                          Name: Port,
+                          Type: String,
+                          DefaultValue: 9090,
+                          Options: [
+                            --port
+                          ]
+                        },
+                        {
+                          Name: Allow Origins,
+                          Type: String,
+                          Description: List of host names or IP addresses that are allowed to connect to the InvokeAI API in the format ['host1','host2',...],
+                          DefaultValue: [],
+                          Options: [
+                            --allow-origins
+                          ]
+                        },
+                        {
+                          Name: Precision,
+                          Options: [
+                            --precision auto,
+                            --precision float16,
+                            --precision float32
+                          ]
+                        },
+                        {
+                          Name: Extra Launch Arguments,
+                          Type: String,
+                          Options: [
+                            
+                          ]
+                        }
+                      ],
+                      AvailableTorchVersions: [
+                        Cpu,
+                        Cuda,
+                        Rocm,
+                        Mps
+                      ],
+                      Prerequisites: [
+                        Python310,
+                        VcRedist,
+                        Git,
+                        Node
+                      ],
+                      RepositoryName: InvokeAI,
+                      RepositoryAuthor: invoke-ai,
+                      GithubUrl: https://github.com/invoke-ai/InvokeAI,
+                      DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\InvokeAI.zip,
+                      ByAuthor: By invoke-ai,
+                      Disclaimer: ,
+                      OfferInOneClickInstaller: true,
+                      ShouldIgnoreReleases: false,
+                      UpdateAvailable: false,
+                      IsInferenceCompatible: false,
+                      IsCompatible: true,
+                      SupportsExtensions: false,
+                      AvailableVersionTypes: GithubRelease, Commit
+                    },
+                    {
+                      Name: Fooocus-ControlNet-SDXL,
+                      DisplayName: Fooocus-ControlNet,
+                      Author: fenneishi,
+                      Blurb: Fooocus-ControlNet adds more control to the original Fooocus software.,
+                      Disclaimer: This package may no longer be actively maintained,
+                      LicenseUrl: https://github.com/fenneishi/Fooocus-ControlNet-SDXL/blob/main/LICENSE,
+                      PreviewImageUri: https://github.com/fenneishi/Fooocus-ControlNet-SDXL/raw/main/asset/canny/snip.png,
+                      InstallerSortOrder: Impossible,
+                      OfferInOneClickInstaller: false,
+                      SharedFolderLayout: {
+                        RelativeConfigPath: user_path_config.txt,
+                        Rules: [
+                          {
+                            SourceTypes: [
+                              StableDiffusion
+                            ],
+                            TargetRelativePaths: [
+                              models/checkpoints
+                            ],
+                            ConfigDocumentPaths: [
+                              path_checkpoints
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              Diffusers
+                            ],
+                            TargetRelativePaths: [
+                              models/diffusers
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              CLIP
+                            ],
+                            TargetRelativePaths: [
+                              models/clip
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              GLIGEN
+                            ],
+                            TargetRelativePaths: [
+                              models/gligen
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              ESRGAN
+                            ],
+                            TargetRelativePaths: [
+                              models/upscale_models
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              Hypernetwork
+                            ],
+                            TargetRelativePaths: [
+                              models/hypernetworks
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              TextualInversion
+                            ],
+                            TargetRelativePaths: [
+                              models/embeddings
+                            ],
+                            ConfigDocumentPaths: [
+                              path_embeddings
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              VAE
+                            ],
+                            TargetRelativePaths: [
+                              models/vae
+                            ],
+                            ConfigDocumentPaths: [
+                              path_vae
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              ApproxVAE
+                            ],
+                            TargetRelativePaths: [
+                              models/vae_approx
+                            ],
+                            ConfigDocumentPaths: [
+                              path_vae_approx
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              Lora,
+                              LyCORIS
+                            ],
+                            TargetRelativePaths: [
+                              models/loras
+                            ],
+                            ConfigDocumentPaths: [
+                              path_loras
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              InvokeClipVision
+                            ],
+                            TargetRelativePaths: [
+                              models/clip_vision
+                            ],
+                            ConfigDocumentPaths: [
+                              path_clip_vision
+                            ]
+                          },
+                          {
+                            SourceTypes: [
+                              ControlNet
+                            ],
+                            TargetRelativePaths: [
+                              models/controlnet
+                            ],
+                            ConfigDocumentPaths: [
+                              path_controlnet
+                            ]
+                          },
+                          {
+                            TargetRelativePaths: [
+                              models/inpaint
+                            ],
+                            ConfigDocumentPaths: [
+                              path_inpaint
+                            ]
+                          },
+                          {
+                            TargetRelativePaths: [
+                              models/prompt_expansion/fooocus_expansion
+                            ],
+                            ConfigDocumentPaths: [
+                              path_fooocus_expansion
+                            ]
+                          },
+                          {
+                            TargetRelativePaths: [
+                              outputs
+                            ],
+                            ConfigDocumentPaths: [
+                              path_outputs
+                            ]
+                          }
+                        ]
+                      },
+                      LicenseType: GPL-3.0,
+                      LaunchCommand: launch.py,
+                      LaunchOptions: [
+                        {
+                          Name: Preset,
+                          Options: [
+                            --preset anime,
+                            --preset realistic
+                          ]
+                        },
+                        {
+                          Name: Port,
+                          Type: String,
+                          Description: Sets the listen port,
+                          Options: [
+                            --port
+                          ]
+                        },
+                        {
+                          Name: Share,
+                          Description: Set whether to share on Gradio,
+                          Options: [
+                            --share
+                          ]
+                        },
+                        {
+                          Name: Listen,
+                          Type: String,
+                          Description: Set the listen interface,
+                          Options: [
+                            --listen
+                          ]
+                        },
+                        {
+                          Name: Output Directory,
+                          Type: String,
+                          Description: Override the output directory,
+                          Options: [
+                            --output-path
+                          ]
+                        },
+                        {
+                          Name: Language,
+                          Type: String,
+                          Description: Change the language of the UI,
+                          Options: [
+                            --language
+                          ]
+                        },
+                        {
+                          Name: Auto-Launch,
+                          Options: [
+                            --auto-launch
+                          ]
+                        },
+                        {
+                          Name: Disable Image Log,
+                          Options: [
+                            --disable-image-log
+                          ]
+                        },
+                        {
+                          Name: Disable Analytics,
+                          Options: [
+                            --disable-analytics
+                          ]
+                        },
+                        {
+                          Name: Disable Preset Model Downloads,
+                          Options: [
+                            --disable-preset-download
+                          ]
+                        },
+                        {
+                          Name: Always Download Newer Models,
+                          Options: [
+                            --always-download-new-model
+                          ]
+                        },
+                        {
+                          Name: VRAM,
+                          Options: [
+                            --always-high-vram,
+                            --always-normal-vram,
+                            --always-low-vram,
+                            --always-no-vram
+                          ]
+                        },
+                        {
+                          Name: Use DirectML,
+                          Description: Use pytorch with DirectML support,
+                          InitialValue: false,
+                          Options: [
+                            --directml
+                          ]
+                        },
+                        {
+                          Name: Disable Xformers,
+                          InitialValue: false,
+                          Options: [
+                            --disable-xformers
+                          ]
+                        },
+                        {
+                          Name: Extra Launch Arguments,
+                          Type: String,
+                          Options: [
+                            
+                          ]
+                        }
+                      ],
+                      RecommendedSharedFolderMethod: Configuration,
+                      AvailableSharedFolderMethods: [
+                        Symlink,
+                        Configuration,
+                        None
+                      ],
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+                        StableDiffusion: [
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+                        ],
+                        Lora: [
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+                        ],
+                        ESRGAN: [
+                          models/upscale_models
+                        ],
+                        Diffusers: [
+                          models/diffusers
+                        ],
+                        VAE: [
+                          models/vae
+                        ],
+                        ApproxVAE: [
+                          models/vae_approx
+                        ],
+                        TextualInversion: [
+                          models/embeddings
+                        ],
+                        Hypernetwork: [
+                          models/hypernetworks
+                        ],
+                        ControlNet: [
+                          models/controlnet
+                        ],
+                        CLIP: [
+                          models/clip
+                        ],
+                        GLIGEN: [
+                          models/gligen
+                        ],
+                        InvokeClipVision: [
+                          models/clip_vision
+                        ]
+                      },
+                      SharedOutputFolders: {
+                        Text2Img: [
+                          outputs
+                        ]
+                      },
+                      AvailableTorchVersions: [
+                        Cpu,
+                        Cuda,
+                        DirectMl,
+                        Rocm
+                      ],
+                      MainBranch: main,
+                      ShouldIgnoreReleases: true,
+                      OutputFolderName: outputs,
+                      RepositoryName: Fooocus-ControlNet-SDXL,
+                      RepositoryAuthor: fenneishi,
+                      GithubUrl: https://github.com/fenneishi/Fooocus-ControlNet-SDXL,
+                      DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\Fooocus-ControlNet-SDXL.zip,
+                      ByAuthor: By fenneishi,
+                      UpdateAvailable: false,
+                      IsInferenceCompatible: false,
+                      IsCompatible: true,
+                      SupportsExtensions: false,
+                      AvailableVersionTypes: Commit,
+                      Prerequisites: [
+                        Git,
+                        Python310,
+                        VcRedist
+                      ]
+                    },
+                    {
+                      Name: Fooocus-MRE,
+                      DisplayName: Fooocus-MRE,
+                      Author: MoonRide303,
+                      Blurb: Fooocus-MRE is an image generating software, enhanced variant of the original Fooocus dedicated for a bit more advanced users,
+                      LicenseType: GPL-3.0,
+                      LicenseUrl: https://github.com/MoonRide303/Fooocus-MRE/blob/moonride-main/LICENSE,
+                      LaunchCommand: launch.py,
+                      PreviewImageUri: https://user-images.githubusercontent.com/130458190/265366059-ce430ea0-0995-4067-98dd-cef1d7dc1ab6.png,
+                      Disclaimer: This package may no longer receive updates from its author. It may be removed from Stability Matrix in the future.,
+                      InstallerSortOrder: Impossible,
+                      OfferInOneClickInstaller: false,
+                      LaunchOptions: [
+                        {
+                          Name: Port,
+                          Type: String,
+                          Description: Sets the listen port,
+                          Options: [
+                            --port
+                          ]
+                        },
+                        {
+                          Name: Share,
+                          Description: Set whether to share on Gradio,
+                          Options: [
+                            --share
+                          ]
+                        },
+                        {
+                          Name: Listen,
+                          Type: String,
+                          Description: Set the listen interface,
+                          Options: [
+                            --listen
+                          ]
+                        },
+                        {
+                          Name: Extra Launch Arguments,
+                          Type: String,
+                          Options: [
+                            
+                          ]
+                        }
+                      ],
+                      AvailableSharedFolderMethods: [
+                        Symlink,
+                        None
+                      ],
+                      SharedFolders: {
+                        StableDiffusion: [
+                          models/checkpoints
+                        ],
+                        Lora: [
+                          models/loras
+                        ],
+                        ESRGAN: [
+                          models/upscale_models
+                        ],
+                        Diffusers: [
+                          models/diffusers
+                        ],
+                        VAE: [
+                          models/vae
+                        ],
+                        ApproxVAE: [
+                          models/vae_approx
+                        ],
+                        TextualInversion: [
+                          models/embeddings
+                        ],
+                        Hypernetwork: [
+                          models/hypernetworks
+                        ],
+                        ControlNet: [
+                          models/controlnet
+                        ],
+                        CLIP: [
+                          models/clip
+                        ],
+                        GLIGEN: [
+                          models/gligen
+                        ]
+                      },
+                      SharedOutputFolders: {
+                        Text2Img: [
+                          outputs
+                        ]
+                      },
+                      AvailableTorchVersions: [
+                        Cpu,
+                        Cuda,
+                        Rocm
+                      ],
+                      MainBranch: moonride-main,
+                      OutputFolderName: outputs,
+                      RepositoryName: Fooocus-MRE,
+                      RepositoryAuthor: MoonRide303,
+                      GithubUrl: https://github.com/MoonRide303/Fooocus-MRE,
+                      DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\Fooocus-MRE.zip,
+                      ByAuthor: By MoonRide303,
+                      ShouldIgnoreReleases: false,
+                      UpdateAvailable: false,
+                      IsInferenceCompatible: false,
+                      IsCompatible: true,
+                      SupportsExtensions: false,
+                      AvailableVersionTypes: GithubRelease, Commit,
+                      Prerequisites: [
+                        Git,
+                        Python310,
+                        VcRedist
+                      ]
+                    }
+                  ],
+                  TrainingPackages: [
+                    {
+                      Name: OneTrainer,
+                      DisplayName: OneTrainer,
+                      Author: Nerogar,
+                      Blurb: OneTrainer is a one-stop solution for all your stable diffusion training needs,
+                      LicenseType: AGPL-3.0,
+                      LicenseUrl: https://github.com/Nerogar/OneTrainer/blob/master/LICENSE.txt,
+                      LaunchCommand: scripts/train_ui.py,
+                      PreviewImageUri: https://github.com/Nerogar/OneTrainer/blob/master/resources/icons/icon.png?raw=true,
+                      OutputFolderName: ,
+                      RecommendedSharedFolderMethod: None,
+                      AvailableTorchVersions: [
+                        Cuda
+                      ],
+                      IsCompatible: true,
+                      PackageType: SdTraining,
+                      AvailableSharedFolderMethods: [
+                        None
+                      ],
+                      InstallerSortOrder: Nightmare,
+                      OfferInOneClickInstaller: false,
+                      ShouldIgnoreReleases: true,
+                      Prerequisites: [
+                        Git,
+                        Python310,
+                        VcRedist,
+                        Tkinter
+                      ],
+                      LaunchOptions: [
+                        {
+                          Name: Extra Launch Arguments,
+                          Type: String,
+                          Options: [
+                            
+                          ]
+                        }
+                      ],
+                      MainBranch: master,
+                      RepositoryName: OneTrainer,
+                      RepositoryAuthor: Nerogar,
+                      GithubUrl: https://github.com/Nerogar/OneTrainer,
+                      DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\OneTrainer.zip,
+                      ByAuthor: By Nerogar,
+                      Disclaimer: ,
+                      UpdateAvailable: false,
+                      IsInferenceCompatible: false,
+                      SupportsExtensions: false,
+                      AvailableVersionTypes: Commit
+                    },
+                    {
+                      Name: kohya_ss,
+                      DisplayName: kohya_ss,
+                      Author: bmaltais,
+                      Blurb: A Windows-focused Gradio GUI for Kohya's Stable Diffusion trainers,
+                      LicenseType: Apache-2.0,
+                      LicenseUrl: https://github.com/bmaltais/kohya_ss/blob/master/LICENSE.md,
+                      LaunchCommand: kohya_gui.py,
+                      PreviewImageUri: https://camo.githubusercontent.com/5154eea62c113d5c04393e51a0d0f76ef25a723aad29d256dcc85ead1961cd41/68747470733a2f2f696d672e796f75747562652e636f6d2f76692f6b35696d713031757655592f302e6a7067,
+                      OutputFolderName: ,
+                      IsCompatible: true,
+                      Disclaimer: Nvidia GPU with at least 8GB VRAM is recommended. May be unstable on Linux.,
+                      InstallerSortOrder: UltraNightmare,
+                      PackageType: SdTraining,
+                      OfferInOneClickInstaller: false,
+                      RecommendedSharedFolderMethod: None,
+                      AvailableTorchVersions: [
+                        Cuda
+                      ],
+                      AvailableSharedFolderMethods: [
+                        None
+                      ],
+                      Prerequisites: [
+                        Git,
+                        Python310,
+                        VcRedist,
+                        Tkinter
+                      ],
+                      LaunchOptions: [
+                        {
+                          Name: Listen Address,
+                          Type: String,
+                          DefaultValue: 127.0.0.1,
+                          Options: [
+                            --listen
+                          ]
+                        },
+                        {
+                          Name: Port,
+                          Type: String,
+                          Options: [
+                            --port
+                          ]
+                        },
+                        {
+                          Name: Username,
+                          Type: String,
+                          Options: [
+                            --username
+                          ]
+                        },
+                        {
+                          Name: Password,
+                          Type: String,
+                          Options: [
+                            --password
+                          ]
+                        },
+                        {
+                          Name: Auto-Launch Browser,
+                          Options: [
+                            --inbrowser
+                          ]
+                        },
+                        {
+                          Name: Share,
+                          Options: [
+                            --share
+                          ]
+                        },
+                        {
+                          Name: Headless,
+                          Options: [
+                            --headless
+                          ]
+                        },
+                        {
+                          Name: Language,
+                          Type: String,
+                          Options: [
+                            --language
+                          ]
+                        },
+                        {
+                          Name: Extra Launch Arguments,
+                          Type: String,
+                          Options: [
+                            
+                          ]
+                        }
+                      ],
+                      MainBranch: master,
+                      RepositoryName: kohya_ss,
+                      RepositoryAuthor: bmaltais,
+                      GithubUrl: https://github.com/bmaltais/kohya_ss,
+                      DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\kohya_ss.zip,
+                      ByAuthor: By bmaltais,
+                      ShouldIgnoreReleases: false,
+                      UpdateAvailable: false,
+                      IsInferenceCompatible: false,
+                      SupportsExtensions: false,
+                      AvailableVersionTypes: GithubRelease, Commit
+                    }
+                  ],
+                  Title: Add Package,
+                  IconSource: {
+                    Type: SymbolIconSource
+                  },
+                  ShowIncompatiblePackages: false,
+                  SearchFilter: ,
+                  CanNavigateNext: false,
+                  CanNavigatePrevious: false,
+                  RemoveFromParentListCommand: ViewModelBase.RemoveFromParentList(),
+                  HasErrors: false
+                }
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+              CurrentPagePath: [
+                {
+                  Title: Packages,
+                  IconSource: {
+                    Type: SymbolIconSource
+                  },
+                  NavigateToSubPageCommand: MainPackageManagerViewModel.NavigateToSubPage(Type viewModelType),
+                  CanNavigateNext: false,
+                  CanNavigatePrevious: false,
+                  RemoveFromParentListCommand: ViewModelBase.RemoveFromParentList(),
+                  HasErrors: false
+                }
+              ],
+              CurrentPage: {
+                Title: Packages,
+                IconSource: {
+                  Type: SymbolIconSource
+                },
+                NavigateToSubPageCommand: MainPackageManagerViewModel.NavigateToSubPage(Type viewModelType),
+                CanNavigateNext: false,
+                CanNavigatePrevious: false,
+                RemoveFromParentListCommand: ViewModelBase.RemoveFromParentList(),
+                HasErrors: false
+              },
+              CanNavigateNext: false,
+              CanNavigatePrevious: false,
+              RemoveFromParentListCommand: ViewModelBase.RemoveFromParentList(),
+              HasErrors: false
+            }
+          },
+          Name: FrameView
+        },
+        Name: NavigationView
+      },
+      {
+        Type: TeachingTip,
+        Name: UpdateAvailableTeachingTip
+      },
+      {
+        Type: TeachingTip,
+        Name: DownloadsTeachingTip
+      }
+    ]
+  },
+  Background: #ff101010,
+  FontFamily: Segoe UI Variable Text,
+  Width: 1400.0,
+  Height: 900.0,
+  IsVisible: true,
+  DataContext: {
+    Greeting: Welcome to Avalonia!,
+    ProgressManagerViewModel: {
+      Title: Download Manager,
+      IconSource: {
+        Type: SymbolIconSource
+      },
+      IsOpen: false,
+      CanNavigateNext: false,
+      CanNavigatePrevious: false,
+      RemoveFromParentListCommand: ViewModelBase.RemoveFromParentList(),
+      HasErrors: false
+    },
+    UpdateViewModel: {
+      IsUpdateAvailable: false,
+      IsProgressIndeterminate: false,
+      ShowProgressBar: false,
+      InstallUpdateCommand: UpdateViewModel.InstallUpdate(),
+      RemoveFromParentListCommand: ViewModelBase.RemoveFromParentList(),
+      HasErrors: false
+    },
+    PaneWidth: 200.0,
+    SelectedCategory: {
+      Title: Packages,
+      IconSource: {
+        Type: SymbolIconSource
+      },
+      SubPages: [
+        {
+          Title: Packages,
+          IconSource: {
+            Type: SymbolIconSource
+          },
+          NavigateToSubPageCommand: MainPackageManagerViewModel.NavigateToSubPage(Type viewModelType),
+          CanNavigateNext: false,
+          CanNavigatePrevious: false,
+          RemoveFromParentListCommand: ViewModelBase.RemoveFromParentList(),
+          HasErrors: false
+        },
+        {
+          InferencePackages: [
+            {
+              Name: stable-diffusion-webui-forge,
+              DisplayName: Stable Diffusion WebUI Forge,
+              Author: lllyasviel,
+              Blurb: Stable Diffusion WebUI Forge is a platform on top of Stable Diffusion WebUI (based on Gradio) to make development easier, optimize resource management, and speed up inference.,
+              LicenseUrl: https://github.com/lllyasviel/stable-diffusion-webui-forge/blob/main/LICENSE.txt,
+              PreviewImageUri: https://github.com/lllyasviel/stable-diffusion-webui-forge/assets/19834515/ca5e05ed-bd86-4ced-8662-f41034648e8c,
+              MainBranch: main,
+              ShouldIgnoreReleases: true,
+              OutputFolderName: output,
+              InstallerSortOrder: ReallyRecommended,
+              SharedOutputFolders: {
+                Text2Img: [
+                  output/txt2img-images
+                ],
+                Img2Img: [
+                  output/img2img-images
+                ],
+                Extras: [
+                  output/extras-images
+                ],
+                Text2ImgGrids: [
+                  output/txt2img-grids
+                ],
+                Img2ImgGrids: [
+                  output/img2img-grids
+                ],
+                SVD: [
+                  output/svd
+                ],
+                Saved: [
+                  log/images
+                ]
+              },
+              LaunchOptions: [
+                {
+                  Name: Host,
+                  Type: String,
+                  DefaultValue: localhost,
+                  Options: [
+                    --server-name
+                  ]
+                },
+                {
+                  Name: Port,
+                  Type: String,
+                  DefaultValue: 7860,
+                  Options: [
+                    --port
+                  ]
+                },
+                {
+                  Name: Share,
+                  Description: Set whether to share on Gradio,
+                  Options: [
+                    --share
+                  ]
+                },
+                {
+                  Name: Pin Shared Memory,
+                  Options: [
+                    --pin-shared-memory
+                  ]
+                },
+                {
+                  Name: CUDA Malloc,
+                  Options: [
+                    --cuda-malloc
+                  ]
+                },
+                {
+                  Name: CUDA Stream,
+                  Options: [
+                    --cuda-stream
+                  ]
+                },
+                {
+                  Name: Always Offload from VRAM,
+                  Options: [
+                    --always-offload-from-vram
+                  ]
+                },
+                {
+                  Name: Always GPU,
+                  Options: [
+                    --always-gpu
+                  ]
+                },
+                {
+                  Name: Always CPU,
+                  Options: [
+                    --always-cpu
+                  ]
+                },
+                {
+                  Name: Use DirectML,
+                  InitialValue: false,
+                  Options: [
+                    --directml
+                  ]
+                },
+                {
+                  Name: Skip Torch CUDA Test,
+                  InitialValue: false,
+                  Options: [
+                    --skip-torch-cuda-test
+                  ]
+                },
+                {
+                  Name: No half-precision VAE,
+                  InitialValue: false,
+                  Options: [
+                    --no-half-vae
+                  ]
+                },
+                {
+                  Name: Extra Launch Arguments,
+                  Type: String,
+                  Options: [
+                    
+                  ]
+                }
+              ],
+              AvailableTorchVersions: [
+                Cpu,
+                Cuda,
+                DirectMl,
+                Rocm,
+                Mps
+              ],
+              LicenseType: AGPL-3.0,
+              LaunchCommand: launch.py,
+              RelativeArgsDefinitionScriptPath: modules.cmd_args,
+              SharedFolders: {
+                StableDiffusion: [
+                  models/Stable-diffusion
+                ],
+                Lora: [
+                  models/Lora
+                ],
+                LyCORIS: [
+                  models/LyCORIS
+                ],
+                ESRGAN: [
+                  models/ESRGAN
+                ],
+                GFPGAN: [
+                  models/GFPGAN
+                ],
+                Codeformer: [
+                  models/Codeformer
+                ],
+                RealESRGAN: [
+                  models/RealESRGAN
+                ],
+                SwinIR: [
+                  models/SwinIR
+                ],
+                VAE: [
+                  models/VAE
+                ],
+                ApproxVAE: [
+                  models/VAE-approx
+                ],
+                Karlo: [
+                  models/karlo
+                ],
+                DeepDanbooru: [
+                  models/deepbooru
+                ],
+                TextualInversion: [
+                  embeddings
+                ],
+                Hypernetwork: [
+                  models/hypernetworks
+                ],
+                ControlNet: [
+                  models/controlnet/ControlNet
+                ],
+                LDSR: [
+                  models/LDSR
+                ],
+                AfterDetailer: [
+                  models/adetailer
+                ],
+                IpAdapter: [
+                  models/controlnet/IpAdapter
+                ],
+                T2IAdapter: [
+                  models/controlnet/T2IAdapter
+                ],
+                InvokeIpAdapters15: [
+                  models/controlnet/DiffusersIpAdapters
+                ],
+                InvokeIpAdaptersXl: [
+                  models/controlnet/DiffusersIpAdaptersXL
+                ],
+                SVD: [
+                  models/svd
+                ]
+              },
+              AvailableSharedFolderMethods: [
+                Symlink,
+                None
+              ],
+              ExtraLaunchArguments: ,
+              RepositoryName: stable-diffusion-webui-forge,
+              RepositoryAuthor: lllyasviel,
+              GithubUrl: https://github.com/lllyasviel/stable-diffusion-webui-forge,
+              DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\stable-diffusion-webui-forge.zip,
+              ByAuthor: By lllyasviel,
+              Disclaimer: ,
+              OfferInOneClickInstaller: true,
+              UpdateAvailable: false,
+              IsInferenceCompatible: false,
+              IsCompatible: true,
+              SupportsExtensions: false,
+              AvailableVersionTypes: Commit,
+              Prerequisites: [
+                Git,
+                Python310,
+                VcRedist
+              ]
+            },
+            {
+              Name: stable-diffusion-webui,
+              DisplayName: Stable Diffusion WebUI,
+              Author: AUTOMATIC1111,
+              LicenseType: AGPL-3.0,
+              LicenseUrl: https://github.com/AUTOMATIC1111/stable-diffusion-webui/blob/master/LICENSE.txt,
+              Blurb: A browser interface based on Gradio library for Stable Diffusion,
+              LaunchCommand: launch.py,
+              PreviewImageUri: https://github.com/AUTOMATIC1111/stable-diffusion-webui/raw/master/screenshot.png,
+              RelativeArgsDefinitionScriptPath: modules.cmd_args,
+              SharedFolders: {
+                StableDiffusion: [
+                  models/Stable-diffusion
+                ],
+                Lora: [
+                  models/Lora
+                ],
+                LyCORIS: [
+                  models/LyCORIS
+                ],
+                ESRGAN: [
+                  models/ESRGAN
+                ],
+                GFPGAN: [
+                  models/GFPGAN
+                ],
+                Codeformer: [
+                  models/Codeformer
+                ],
+                RealESRGAN: [
+                  models/RealESRGAN
+                ],
+                SwinIR: [
+                  models/SwinIR
+                ],
+                VAE: [
+                  models/VAE
+                ],
+                ApproxVAE: [
+                  models/VAE-approx
+                ],
+                Karlo: [
+                  models/karlo
+                ],
+                DeepDanbooru: [
+                  models/deepbooru
+                ],
+                TextualInversion: [
+                  embeddings
+                ],
+                Hypernetwork: [
+                  models/hypernetworks
+                ],
+                ControlNet: [
+                  models/controlnet/ControlNet
+                ],
+                LDSR: [
+                  models/LDSR
+                ],
+                AfterDetailer: [
+                  models/adetailer
+                ],
+                IpAdapter: [
+                  models/controlnet/IpAdapter
+                ],
+                T2IAdapter: [
+                  models/controlnet/T2IAdapter
+                ],
+                InvokeIpAdapters15: [
+                  models/controlnet/DiffusersIpAdapters
+                ],
+                InvokeIpAdaptersXl: [
+                  models/controlnet/DiffusersIpAdaptersXL
+                ],
+                SVD: [
+                  models/svd
+                ]
+              },
+              SharedOutputFolders: {
+                Text2Img: [
+                  outputs/txt2img-images
+                ],
+                Img2Img: [
+                  outputs/img2img-images
+                ],
+                Extras: [
+                  outputs/extras-images
+                ],
+                Text2ImgGrids: [
+                  outputs/txt2img-grids
+                ],
+                Img2ImgGrids: [
+                  outputs/img2img-grids
+                ],
+                SVD: [
+                  outputs/svd
+                ],
+                Saved: [
+                  log/images
+                ]
+              },
+              LaunchOptions: [
+                {
+                  Name: Host,
+                  Type: String,
+                  DefaultValue: localhost,
+                  Options: [
+                    --server-name
+                  ]
+                },
+                {
+                  Name: Port,
+                  Type: String,
+                  DefaultValue: 7860,
+                  Options: [
+                    --port
+                  ]
+                },
+                {
+                  Name: Share,
+                  Description: Set whether to share on Gradio,
+                  Options: [
+                    --share
+                  ]
+                },
+                {
+                  Name: VRAM,
+                  Options: [
+                    --lowvram,
+                    --medvram,
+                    --medvram-sdxl
+                  ]
+                },
+                {
+                  Name: Xformers,
+                  InitialValue: true,
+                  Options: [
+                    --xformers
+                  ]
+                },
+                {
+                  Name: API,
+                  InitialValue: true,
+                  Options: [
+                    --api
+                  ]
+                },
+                {
+                  Name: Auto Launch Web UI,
+                  InitialValue: false,
+                  Options: [
+                    --autolaunch
+                  ]
+                },
+                {
+                  Name: Skip Torch CUDA Check,
+                  InitialValue: false,
+                  Options: [
+                    --skip-torch-cuda-test
+                  ]
+                },
+                {
+                  Name: Skip Python Version Check,
+                  InitialValue: true,
+                  Options: [
+                    --skip-python-version-check
+                  ]
+                },
+                {
+                  Name: No Half,
+                  Description: Do not switch the model to 16-bit floats,
+                  InitialValue: false,
+                  Options: [
+                    --no-half
+                  ]
+                },
+                {
+                  Name: Skip SD Model Download,
+                  InitialValue: false,
+                  Options: [
+                    --no-download-sd-model
+                  ]
+                },
+                {
+                  Name: Skip Install,
+                  Options: [
+                    --skip-install
+                  ]
+                },
+                {
+                  Name: Extra Launch Arguments,
+                  Type: String,
+                  Options: [
+                    
+                  ]
+                }
+              ],
+              AvailableSharedFolderMethods: [
+                Symlink,
+                None
+              ],
+              AvailableTorchVersions: [
+                Cpu,
+                Cuda,
+                Rocm,
+                Mps
+              ],
+              MainBranch: master,
+              OutputFolderName: outputs,
+              ExtensionManager: {
+                RelativeInstallDirectory: extensions,
+                DefaultManifests: [
+                  {
+                    Uri: https://raw.githubusercontent.com/AUTOMATIC1111/stable-diffusion-webui-extensions/master/index.json
+                  }
+                ]
+              },
+              ExtraLaunchArguments: ,
+              RepositoryName: stable-diffusion-webui,
+              RepositoryAuthor: AUTOMATIC1111,
+              GithubUrl: https://github.com/AUTOMATIC1111/stable-diffusion-webui,
+              DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\stable-diffusion-webui.zip,
+              ByAuthor: By AUTOMATIC1111,
+              Disclaimer: ,
+              OfferInOneClickInstaller: true,
+              ShouldIgnoreReleases: false,
+              UpdateAvailable: false,
+              IsInferenceCompatible: false,
+              IsCompatible: true,
+              SupportsExtensions: true,
+              AvailableVersionTypes: GithubRelease, Commit,
+              Prerequisites: [
+                Git,
+                Python310,
+                VcRedist
+              ]
+            },
+            {
+              Name: ComfyUI,
+              DisplayName: ComfyUI,
+              Author: comfyanonymous,
+              LicenseType: GPL-3.0,
+              LicenseUrl: https://github.com/comfyanonymous/ComfyUI/blob/master/LICENSE,
+              Blurb: A powerful and modular stable diffusion GUI and backend,
+              LaunchCommand: main.py,
+              PreviewImageUri: https://github.com/comfyanonymous/ComfyUI/raw/master/comfyui_screenshot.png,
+              ShouldIgnoreReleases: true,
+              IsInferenceCompatible: true,
+              OutputFolderName: output,
+              InstallerSortOrder: InferenceCompatible,
+              RecommendedSharedFolderMethod: Configuration,
+              SharedFolders: {
+                StableDiffusion: [
+                  models/checkpoints
+                ],
+                Lora: [
+                  models/loras
+                ],
+                ESRGAN: [
+                  models/upscale_models
+                ],
+                Diffusers: [
+                  models/diffusers
+                ],
+                VAE: [
+                  models/vae
+                ],
+                ApproxVAE: [
+                  models/vae_approx
+                ],
+                TextualInversion: [
+                  models/embeddings
+                ],
+                Hypernetwork: [
+                  models/hypernetworks
+                ],
+                ControlNet: [
+                  models/controlnet/ControlNet
+                ],
+                CLIP: [
+                  models/clip
+                ],
+                GLIGEN: [
+                  models/gligen
+                ],
+                IpAdapter: [
+                  models/ipadapter/base
+                ],
+                T2IAdapter: [
+                  models/controlnet/T2IAdapter
+                ],
+                InvokeIpAdapters15: [
+                  models/ipadapter/sd15
+                ],
+                InvokeIpAdaptersXl: [
+                  models/ipadapter/sdxl
+                ],
+                InvokeClipVision: [
+                  models/clip_vision
+                ],
+                PromptExpansion: [
+                  models/prompt_expansion
+                ]
+              },
+              SharedOutputFolders: {
+                Text2Img: [
+                  output
+                ]
+              },
+              LaunchOptions: [
+                {
+                  Name: Host,
+                  Type: String,
+                  DefaultValue: 127.0.0.1,
+                  Options: [
+                    --listen
+                  ]
+                },
+                {
+                  Name: Port,
+                  Type: String,
+                  DefaultValue: 8188,
+                  Options: [
+                    --port
+                  ]
+                },
+                {
+                  Name: VRAM,
+                  Options: [
+                    --highvram,
+                    --normalvram,
+                    --lowvram,
+                    --novram
+                  ]
+                },
+                {
+                  Name: Preview Method,
+                  InitialValue: --preview-method auto,
+                  Options: [
+                    --preview-method auto,
+                    --preview-method latent2rgb,
+                    --preview-method taesd
+                  ]
+                },
+                {
+                  Name: Enable DirectML,
+                  InitialValue: false,
+                  Options: [
+                    --directml
+                  ]
+                },
+                {
+                  Name: Use CPU only,
+                  InitialValue: false,
+                  Options: [
+                    --cpu
+                  ]
+                },
+                {
+                  Name: Cross Attention Method,
+                  Options: [
+                    --use-split-cross-attention,
+                    --use-quad-cross-attention,
+                    --use-pytorch-cross-attention
+                  ]
+                },
+                {
+                  Name: Force Floating Point Precision,
+                  Options: [
+                    --force-fp32,
+                    --force-fp16
+                  ]
+                },
+                {
+                  Name: VAE Precision,
+                  Options: [
+                    --fp16-vae,
+                    --fp32-vae,
+                    --bf16-vae
+                  ]
+                },
+                {
+                  Name: Disable Xformers,
+                  InitialValue: false,
+                  Options: [
+                    --disable-xformers
+                  ]
+                },
+                {
+                  Name: Disable upcasting of attention,
+                  Options: [
+                    --dont-upcast-attention
+                  ]
+                },
+                {
+                  Name: Auto-Launch,
+                  Options: [
+                    --auto-launch
+                  ]
+                },
+                {
+                  Name: Extra Launch Arguments,
+                  Type: String,
+                  Options: [
+                    
+                  ]
+                }
+              ],
+              MainBranch: master,
+              AvailableTorchVersions: [
+                Cpu,
+                Cuda,
+                DirectMl,
+                Rocm,
+                Mps
+              ],
+              ExtensionManager: {
+                RelativeInstallDirectory: custom_nodes,
+                DefaultManifests: [
+                  {
+                    Uri: https://cdn.jsdelivr.net/gh/ltdrdata/ComfyUI-Manager/custom-node-list.json
+                  },
+                  {
+                    Uri: https://cdn.jsdelivr.net/gh/LykosAI/ComfyUI-Extensions-Index/custom-node-list.json
+                  }
+                ]
+              },
+              RepositoryName: ComfyUI,
+              RepositoryAuthor: comfyanonymous,
+              GithubUrl: https://github.com/comfyanonymous/ComfyUI,
+              DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\ComfyUI.zip,
+              ByAuthor: By comfyanonymous,
+              Disclaimer: ,
+              OfferInOneClickInstaller: true,
+              UpdateAvailable: false,
+              IsCompatible: true,
+              AvailableSharedFolderMethods: [
+                Symlink,
+                Configuration,
+                None
+              ],
+              SupportsExtensions: true,
+              AvailableVersionTypes: Commit,
+              Prerequisites: [
+                Git,
+                Python310,
+                VcRedist
+              ]
+            },
+            {
+              Name: Fooocus,
+              DisplayName: Fooocus,
+              Author: lllyasviel,
+              Blurb: Fooocus is a rethinking of Stable Diffusion and Midjourney’s designs,
+              LicenseType: GPL-3.0,
+              LicenseUrl: https://github.com/lllyasviel/Fooocus/blob/main/LICENSE,
+              LaunchCommand: launch.py,
+              PreviewImageUri: https://user-images.githubusercontent.com/19834515/261830306-f79c5981-cf80-4ee3-b06b-3fef3f8bfbc7.png,
+              LaunchOptions: [
+                {
+                  Name: Preset,
+                  Options: [
+                    --preset anime,
+                    --preset realistic
+                  ]
+                },
+                {
+                  Name: Port,
+                  Type: String,
+                  Description: Sets the listen port,
+                  Options: [
+                    --port
+                  ]
+                },
+                {
+                  Name: Share,
+                  Description: Set whether to share on Gradio,
+                  Options: [
+                    --share
+                  ]
+                },
+                {
+                  Name: Listen,
+                  Type: String,
+                  Description: Set the listen interface,
+                  Options: [
+                    --listen
+                  ]
+                },
+                {
+                  Name: Output Directory,
+                  Type: String,
+                  Description: Override the output directory,
+                  Options: [
+                    --output-path
+                  ]
+                },
+                {
+                  Name: Language,
+                  Type: String,
+                  Description: Change the language of the UI,
+                  Options: [
+                    --language
+                  ]
+                },
+                {
+                  Name: Auto-Launch,
+                  Options: [
+                    --auto-launch
+                  ]
+                },
+                {
+                  Name: Disable Image Log,
+                  Options: [
+                    --disable-image-log
+                  ]
+                },
+                {
+                  Name: Disable Analytics,
+                  Options: [
+                    --disable-analytics
+                  ]
+                },
+                {
+                  Name: Disable Preset Model Downloads,
+                  Options: [
+                    --disable-preset-download
+                  ]
+                },
+                {
+                  Name: Always Download Newer Models,
+                  Options: [
+                    --always-download-new-model
+                  ]
+                },
+                {
+                  Name: VRAM,
+                  Options: [
+                    --always-high-vram,
+                    --always-normal-vram,
+                    --always-low-vram,
+                    --always-no-vram
+                  ]
+                },
+                {
+                  Name: Use DirectML,
+                  Description: Use pytorch with DirectML support,
+                  InitialValue: false,
+                  Options: [
+                    --directml
+                  ]
+                },
+                {
+                  Name: Disable Xformers,
+                  InitialValue: false,
+                  Options: [
+                    --disable-xformers
+                  ]
+                },
+                {
+                  Name: Extra Launch Arguments,
+                  Type: String,
+                  Options: [
+                    
+                  ]
+                }
+              ],
+              RecommendedSharedFolderMethod: Configuration,
+              AvailableSharedFolderMethods: [
+                Symlink,
+                Configuration,
+                None
+              ],
+              SharedFolders: {
+                StableDiffusion: [
+                  models/checkpoints
+                ],
+                Lora: [
+                  models/loras
+                ],
+                ESRGAN: [
+                  models/upscale_models
+                ],
+                Diffusers: [
+                  models/diffusers
+                ],
+                VAE: [
+                  models/vae
+                ],
+                ApproxVAE: [
+                  models/vae_approx
+                ],
+                TextualInversion: [
+                  models/embeddings
+                ],
+                Hypernetwork: [
+                  models/hypernetworks
+                ],
+                ControlNet: [
+                  models/controlnet
+                ],
+                CLIP: [
+                  models/clip
+                ],
+                GLIGEN: [
+                  models/gligen
+                ],
+                InvokeClipVision: [
+                  models/clip_vision
+                ]
+              },
+              SharedFolderLayout: {
+                RelativeConfigPath: config.txt,
+                Rules: [
+                  {
+                    SourceTypes: [
+                      StableDiffusion
+                    ],
+                    TargetRelativePaths: [
+                      models/checkpoints
+                    ],
+                    ConfigDocumentPaths: [
+                      path_checkpoints
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      Diffusers
+                    ],
+                    TargetRelativePaths: [
+                      models/diffusers
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      CLIP
+                    ],
+                    TargetRelativePaths: [
+                      models/clip
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      GLIGEN
+                    ],
+                    TargetRelativePaths: [
+                      models/gligen
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      ESRGAN
+                    ],
+                    TargetRelativePaths: [
+                      models/upscale_models
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      Hypernetwork
+                    ],
+                    TargetRelativePaths: [
+                      models/hypernetworks
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      TextualInversion
+                    ],
+                    TargetRelativePaths: [
+                      models/embeddings
+                    ],
+                    ConfigDocumentPaths: [
+                      path_embeddings
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      VAE
+                    ],
+                    TargetRelativePaths: [
+                      models/vae
+                    ],
+                    ConfigDocumentPaths: [
+                      path_vae
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      ApproxVAE
+                    ],
+                    TargetRelativePaths: [
+                      models/vae_approx
+                    ],
+                    ConfigDocumentPaths: [
+                      path_vae_approx
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      Lora,
+                      LyCORIS
+                    ],
+                    TargetRelativePaths: [
+                      models/loras
+                    ],
+                    ConfigDocumentPaths: [
+                      path_loras
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      InvokeClipVision
+                    ],
+                    TargetRelativePaths: [
+                      models/clip_vision
+                    ],
+                    ConfigDocumentPaths: [
+                      path_clip_vision
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      ControlNet
+                    ],
+                    TargetRelativePaths: [
+                      models/controlnet
+                    ],
+                    ConfigDocumentPaths: [
+                      path_controlnet
+                    ]
+                  },
+                  {
+                    TargetRelativePaths: [
+                      models/inpaint
+                    ],
+                    ConfigDocumentPaths: [
+                      path_inpaint
+                    ]
+                  },
+                  {
+                    TargetRelativePaths: [
+                      models/prompt_expansion/fooocus_expansion
+                    ],
+                    ConfigDocumentPaths: [
+                      path_fooocus_expansion
+                    ]
+                  },
+                  {
+                    TargetRelativePaths: [
+                      outputs
+                    ],
+                    ConfigDocumentPaths: [
+                      path_outputs
+                    ]
+                  }
+                ]
+              },
+              SharedOutputFolders: {
+                Text2Img: [
+                  outputs
+                ]
+              },
+              AvailableTorchVersions: [
+                Cpu,
+                Cuda,
+                DirectMl,
+                Rocm
+              ],
+              MainBranch: main,
+              ShouldIgnoreReleases: true,
+              OutputFolderName: outputs,
+              InstallerSortOrder: Simple,
+              RepositoryName: Fooocus,
+              RepositoryAuthor: lllyasviel,
+              GithubUrl: https://github.com/lllyasviel/Fooocus,
+              DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\Fooocus.zip,
+              ByAuthor: By lllyasviel,
+              Disclaimer: ,
+              OfferInOneClickInstaller: true,
+              UpdateAvailable: false,
+              IsInferenceCompatible: false,
+              IsCompatible: true,
+              SupportsExtensions: false,
+              AvailableVersionTypes: Commit,
+              Prerequisites: [
+                Git,
+                Python310,
+                VcRedist
+              ]
+            },
+            {
+              Name: voltaML-fast-stable-diffusion,
+              DisplayName: VoltaML,
+              Author: VoltaML,
+              LicenseType: GPL-3.0,
+              LicenseUrl: https://github.com/VoltaML/voltaML-fast-stable-diffusion/blob/main/License,
+              Blurb: Fast Stable Diffusion with support for AITemplate,
+              LaunchCommand: main.py,
+              PreviewImageUri: https://github.com/LykosAI/StabilityMatrix/assets/13956642/d9a908ed-5665-41a5-a380-98458f4679a8,
+              InstallerSortOrder: Simple,
+              ShouldIgnoreReleases: true,
+              SharedFolders: {
+                StableDiffusion: [
+                  data/models
+                ],
+                Lora: [
+                  data/lora
+                ],
+                TextualInversion: [
+                  data/textual-inversion
+                ]
+              },
+              SharedOutputFolders: {
+                Text2Img: [
+                  data/outputs/txt2img
+                ],
+                Img2Img: [
+                  data/outputs/img2img
+                ],
+                Extras: [
+                  data/outputs/extra
+                ]
+              },
+              OutputFolderName: data/outputs,
+              AvailableTorchVersions: [
+                Cpu,
+                Cuda,
+                DirectMl
+              ],
+              AvailableSharedFolderMethods: [
+                Symlink,
+                None
+              ],
+              LaunchOptions: [
+                {
+                  Name: Log Level,
+                  DefaultValue: --log-level INFO,
+                  Options: [
+                    --log-level DEBUG,
+                    --log-level INFO,
+                    --log-level WARNING,
+                    --log-level ERROR,
+                    --log-level CRITICAL
+                  ]
+                },
+                {
+                  Name: Use ngrok to expose the API,
+                  Options: [
+                    --ngrok
+                  ]
+                },
+                {
+                  Name: Expose the API to the network,
+                  Options: [
+                    --host
+                  ]
+                },
+                {
+                  Name: Skip virtualenv check,
+                  InitialValue: true,
+                  Options: [
+                    --in-container
+                  ]
+                },
+                {
+                  Name: Force VoltaML to use a specific type of PyTorch distribution,
+                  Options: [
+                    --pytorch-type cpu,
+                    --pytorch-type cuda,
+                    --pytorch-type rocm,
+                    --pytorch-type directml,
+                    --pytorch-type intel,
+                    --pytorch-type vulkan
+                  ]
+                },
+                {
+                  Name: Run in tandem with the Discord bot,
+                  Options: [
+                    --bot
+                  ]
+                },
+                {
+                  Name: Enable Cloudflare R2 bucket upload support,
+                  Options: [
+                    --enable-r2
+                  ]
+                },
+                {
+                  Name: Port,
+                  Type: String,
+                  DefaultValue: 5003,
+                  Options: [
+                    --port
+                  ]
+                },
+                {
+                  Name: Only install requirements and exit,
+                  Options: [
+                    --install-only
+                  ]
+                },
+                {
+                  Name: Extra Launch Arguments,
+                  Type: String,
+                  Options: [
+                    
+                  ]
+                }
+              ],
+              MainBranch: main,
+              RepositoryName: voltaML-fast-stable-diffusion,
+              RepositoryAuthor: VoltaML,
+              GithubUrl: https://github.com/VoltaML/voltaML-fast-stable-diffusion,
+              DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\voltaML-fast-stable-diffusion.zip,
+              ByAuthor: By VoltaML,
+              Disclaimer: ,
+              OfferInOneClickInstaller: true,
+              UpdateAvailable: false,
+              IsInferenceCompatible: false,
+              IsCompatible: true,
+              SupportsExtensions: false,
+              AvailableVersionTypes: Commit,
+              Prerequisites: [
+                Git,
+                Python310,
+                VcRedist
+              ]
+            },
+            {
+              Name: stable-diffusion-webui-ux,
+              DisplayName: Stable Diffusion Web UI-UX,
+              Author: anapnoe,
+              LicenseType: AGPL-3.0,
+              LicenseUrl: https://github.com/anapnoe/stable-diffusion-webui-ux/blob/master/LICENSE.txt,
+              Blurb: A pixel perfect design, mobile friendly, customizable interface that adds accessibility, ease of use and extended functionallity to the stable diffusion web ui.,
+              LaunchCommand: launch.py,
+              PreviewImageUri: https://raw.githubusercontent.com/anapnoe/stable-diffusion-webui-ux/master/screenshot.png,
+              InstallerSortOrder: Advanced,
+              ExtensionManager: {
+                RelativeInstallDirectory: extensions,
+                DefaultManifests: [
+                  {
+                    Uri: https://raw.githubusercontent.com/AUTOMATIC1111/stable-diffusion-webui-extensions/master/index.json
+                  }
+                ]
+              },
+              SharedFolders: {
+                StableDiffusion: [
+                  models/Stable-diffusion
+                ],
+                Lora: [
+                  models/Lora
+                ],
+                LyCORIS: [
+                  models/LyCORIS
+                ],
+                ESRGAN: [
+                  models/ESRGAN
+                ],
+                Codeformer: [
+                  models/Codeformer
+                ],
+                RealESRGAN: [
+                  models/RealESRGAN
+                ],
+                SwinIR: [
+                  models/SwinIR
+                ],
+                VAE: [
+                  models/VAE
+                ],
+                ApproxVAE: [
+                  models/VAE-approx
+                ],
+                Karlo: [
+                  models/karlo
+                ],
+                DeepDanbooru: [
+                  models/deepbooru
+                ],
+                TextualInversion: [
+                  embeddings
+                ],
+                Hypernetwork: [
+                  models/hypernetworks
+                ],
+                ControlNet: [
+                  models/ControlNet
+                ],
+                LDSR: [
+                  models/LDSR
+                ],
+                AfterDetailer: [
+                  models/adetailer
+                ]
+              },
+              SharedOutputFolders: {
+                Text2Img: [
+                  outputs/txt2img-images
+                ],
+                Img2Img: [
+                  outputs/img2img-images
+                ],
+                Extras: [
+                  outputs/extras-images
+                ],
+                Text2ImgGrids: [
+                  outputs/txt2img-grids
+                ],
+                Img2ImgGrids: [
+                  outputs/img2img-grids
+                ],
+                Saved: [
+                  log/images
+                ]
+              },
+              LaunchOptions: [
+                {
+                  Name: Host,
+                  Type: String,
+                  DefaultValue: localhost,
+                  Options: [
+                    --server-name
+                  ]
+                },
+                {
+                  Name: Port,
+                  Type: String,
+                  DefaultValue: 7860,
+                  Options: [
+                    --port
+                  ]
+                },
+                {
+                  Name: VRAM,
+                  Options: [
+                    --lowvram,
+                    --medvram,
+                    --medvram-sdxl
+                  ]
+                },
+                {
+                  Name: Xformers,
+                  InitialValue: true,
+                  Options: [
+                    --xformers
+                  ]
+                },
+                {
+                  Name: API,
+                  InitialValue: true,
+                  Options: [
+                    --api
+                  ]
+                },
+                {
+                  Name: Auto Launch Web UI,
+                  InitialValue: false,
+                  Options: [
+                    --autolaunch
+                  ]
+                },
+                {
+                  Name: Skip Torch CUDA Check,
+                  InitialValue: false,
+                  Options: [
+                    --skip-torch-cuda-test
+                  ]
+                },
+                {
+                  Name: Skip Python Version Check,
+                  InitialValue: true,
+                  Options: [
+                    --skip-python-version-check
+                  ]
+                },
+                {
+                  Name: No Half,
+                  Description: Do not switch the model to 16-bit floats,
+                  InitialValue: false,
+                  Options: [
+                    --no-half
+                  ]
+                },
+                {
+                  Name: Skip SD Model Download,
+                  InitialValue: false,
+                  Options: [
+                    --no-download-sd-model
+                  ]
+                },
+                {
+                  Name: Skip Install,
+                  Options: [
+                    --skip-install
+                  ]
+                },
+                {
+                  Name: Extra Launch Arguments,
+                  Type: String,
+                  Options: [
+                    
+                  ]
+                }
+              ],
+              AvailableSharedFolderMethods: [
+                Symlink,
+                None
+              ],
+              AvailableTorchVersions: [
+                Cpu,
+                Cuda,
+                Rocm,
+                Mps
+              ],
+              MainBranch: master,
+              ShouldIgnoreReleases: true,
+              OutputFolderName: outputs,
+              RepositoryName: stable-diffusion-webui-ux,
+              RepositoryAuthor: anapnoe,
+              GithubUrl: https://github.com/anapnoe/stable-diffusion-webui-ux,
+              DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\stable-diffusion-webui-ux.zip,
+              ByAuthor: By anapnoe,
+              Disclaimer: ,
+              OfferInOneClickInstaller: true,
+              UpdateAvailable: false,
+              IsInferenceCompatible: false,
+              IsCompatible: true,
+              SupportsExtensions: true,
+              AvailableVersionTypes: Commit,
+              Prerequisites: [
+                Git,
+                Python310,
+                VcRedist
+              ]
+            },
+            {
+              Name: StableSwarmUI,
+              RepositoryName: SwarmUI,
+              DisplayName: SwarmUI,
+              Author: mcmonkeyprojects,
+              Blurb: A Modular Stable Diffusion Web-User-Interface, with an emphasis on making powertools easily accessible, high performance, and extensibility.,
+              LicenseType: MIT,
+              LicenseUrl: https://github.com/mcmonkeyprojects/SwarmUI/blob/master/LICENSE.txt,
+              LaunchCommand: ,
+              PreviewImageUri: https://github.com/mcmonkeyprojects/SwarmUI/raw/master/.github/images/swarmui.jpg,
+              OutputFolderName: Output,
+              AvailableSharedFolderMethods: [
+                Symlink,
+                Configuration,
+                None
+              ],
+              RecommendedSharedFolderMethod: Configuration,
+              OfferInOneClickInstaller: false,
+              LaunchOptions: [
+                {
+                  Name: Host,
+                  Type: String,
+                  DefaultValue: 127.0.0.1,
+                  Options: [
+                    --host
+                  ]
+                },
+                {
+                  Name: Port,
+                  Type: String,
+                  DefaultValue: 7801,
+                  Options: [
+                    --port
+                  ]
+                },
+                {
+                  Name: Ngrok Path,
+                  Type: String,
+                  Options: [
+                    --ngrok-path
+                  ]
+                },
+                {
+                  Name: Ngrok Basic Auth,
+                  Type: String,
+                  Options: [
+                    --ngrok-basic-auth
+                  ]
+                },
+                {
+                  Name: Cloudflared Path,
+                  Type: String,
+                  Options: [
+                    --cloudflared-path
+                  ]
+                },
+                {
+                  Name: Proxy Region,
+                  Type: String,
+                  Options: [
+                    --proxy-region
+                  ]
+                },
+                {
+                  Name: Launch Mode,
+                  Options: [
+                    --launch-mode web,
+                    --launch-mode webinstall
+                  ]
+                },
+                {
+                  Name: Extra Launch Arguments,
+                  Type: String,
+                  Options: [
+                    
+                  ]
+                }
+              ],
+              SharedFolders: {
+                StableDiffusion: [
+                  Models/Stable-Diffusion
+                ],
+                Lora: [
+                  Models/Lora
+                ],
+                VAE: [
+                  Models/VAE
+                ],
+                TextualInversion: [
+                  Models/Embeddings
+                ],
+                ControlNet: [
+                  Models/controlnet
+                ],
+                InvokeClipVision: [
+                  Models/clip_vision
+                ]
+              },
+              SharedOutputFolders: {
+                Text2Img: [
+                  Output
+                ]
+              },
+              MainBranch: master,
+              ShouldIgnoreReleases: true,
+              AvailableTorchVersions: [
+                Cpu,
+                Cuda,
+                DirectMl,
+                Rocm,
+                Mps
+              ],
+              InstallerSortOrder: Advanced,
+              Prerequisites: [
+                Git,
+                Dotnet,
+                Python310,
+                VcRedist
+              ],
+              RepositoryAuthor: mcmonkeyprojects,
+              GithubUrl: https://github.com/mcmonkeyprojects/SwarmUI,
+              DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\StableSwarmUI.zip,
+              ByAuthor: By mcmonkeyprojects,
+              Disclaimer: ,
+              UpdateAvailable: false,
+              IsInferenceCompatible: false,
+              IsCompatible: true,
+              SupportsExtensions: false,
+              AvailableVersionTypes: Commit
+            },
+            {
+              Name: RuinedFooocus,
+              DisplayName: RuinedFooocus,
+              Author: runew0lf,
+              Blurb: RuinedFooocus combines the best aspects of Stable Diffusion and Midjourney into one seamless, cutting-edge experience,
+              LicenseUrl: https://github.com/runew0lf/RuinedFooocus/blob/main/LICENSE,
+              PreviewImageUri: https://raw.githubusercontent.com/runew0lf/pmmconfigs/main/RuinedFooocus_ss.png,
+              InstallerSortOrder: Expert,
+              AvailableSharedFolderMethods: [
+                Symlink,
+                None
+              ],
+              LaunchOptions: [
+                {
+                  Name: Preset,
+                  Options: [
+                    --preset anime,
+                    --preset realistic
+                  ]
+                },
+                {
+                  Name: Port,
+                  Type: String,
+                  Description: Sets the listen port,
+                  Options: [
+                    --port
+                  ]
+                },
+                {
+                  Name: Share,
+                  Description: Set whether to share on Gradio,
+                  Options: [
+                    --share
+                  ]
+                },
+                {
+                  Name: Listen,
+                  Type: String,
+                  Description: Set the listen interface,
+                  Options: [
+                    --listen
+                  ]
+                },
+                {
+                  Name: Output Directory,
+                  Type: String,
+                  Description: Override the output directory,
+                  Options: [
+                    --output-directory
+                  ]
+                },
+                {
+                  Name: VRAM,
+                  Options: [
+                    --highvram,
+                    --normalvram,
+                    --lowvram,
+                    --novram
+                  ]
+                },
+                {
+                  Name: Use DirectML,
+                  Description: Use pytorch with DirectML support,
+                  InitialValue: false,
+                  Options: [
+                    --directml
+                  ]
+                },
+                {
+                  Name: Disable Xformers,
+                  InitialValue: false,
+                  Options: [
+                    --disable-xformers
+                  ]
+                },
+                {
+                  Name: Auto-Launch,
+                  Options: [
+                    --auto-launch
+                  ]
+                },
+                {
+                  Name: Extra Launch Arguments,
+                  Type: String,
+                  Options: [
+                    
+                  ]
+                }
+              ],
+              LicenseType: GPL-3.0,
+              LaunchCommand: launch.py,
+              SharedFolders: {
+                StableDiffusion: [
+                  models/checkpoints
+                ],
+                Lora: [
+                  models/loras
+                ],
+                ESRGAN: [
+                  models/upscale_models
+                ],
+                Diffusers: [
+                  models/diffusers
+                ],
+                VAE: [
+                  models/vae
+                ],
+                ApproxVAE: [
+                  models/vae_approx
+                ],
+                TextualInversion: [
+                  models/embeddings
+                ],
+                Hypernetwork: [
+                  models/hypernetworks
+                ],
+                ControlNet: [
+                  models/controlnet
+                ],
+                CLIP: [
+                  models/clip
+                ],
+                GLIGEN: [
+                  models/gligen
+                ],
+                InvokeClipVision: [
+                  models/clip_vision
+                ]
+              },
+              SharedFolderLayout: {
+                RelativeConfigPath: config.txt,
+                Rules: [
+                  {
+                    SourceTypes: [
+                      StableDiffusion
+                    ],
+                    TargetRelativePaths: [
+                      models/checkpoints
+                    ],
+                    ConfigDocumentPaths: [
+                      path_checkpoints
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      Diffusers
+                    ],
+                    TargetRelativePaths: [
+                      models/diffusers
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      CLIP
+                    ],
+                    TargetRelativePaths: [
+                      models/clip
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      GLIGEN
+                    ],
+                    TargetRelativePaths: [
+                      models/gligen
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      ESRGAN
+                    ],
+                    TargetRelativePaths: [
+                      models/upscale_models
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      Hypernetwork
+                    ],
+                    TargetRelativePaths: [
+                      models/hypernetworks
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      TextualInversion
+                    ],
+                    TargetRelativePaths: [
+                      models/embeddings
+                    ],
+                    ConfigDocumentPaths: [
+                      path_embeddings
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      VAE
+                    ],
+                    TargetRelativePaths: [
+                      models/vae
+                    ],
+                    ConfigDocumentPaths: [
+                      path_vae
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      ApproxVAE
+                    ],
+                    TargetRelativePaths: [
+                      models/vae_approx
+                    ],
+                    ConfigDocumentPaths: [
+                      path_vae_approx
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      Lora,
+                      LyCORIS
+                    ],
+                    TargetRelativePaths: [
+                      models/loras
+                    ],
+                    ConfigDocumentPaths: [
+                      path_loras
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      InvokeClipVision
+                    ],
+                    TargetRelativePaths: [
+                      models/clip_vision
+                    ],
+                    ConfigDocumentPaths: [
+                      path_clip_vision
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      ControlNet
+                    ],
+                    TargetRelativePaths: [
+                      models/controlnet
+                    ],
+                    ConfigDocumentPaths: [
+                      path_controlnet
+                    ]
+                  },
+                  {
+                    TargetRelativePaths: [
+                      models/inpaint
+                    ],
+                    ConfigDocumentPaths: [
+                      path_inpaint
+                    ]
+                  },
+                  {
+                    TargetRelativePaths: [
+                      models/prompt_expansion/fooocus_expansion
+                    ],
+                    ConfigDocumentPaths: [
+                      path_fooocus_expansion
+                    ]
+                  },
+                  {
+                    TargetRelativePaths: [
+                      outputs
+                    ],
+                    ConfigDocumentPaths: [
+                      path_outputs
+                    ]
+                  }
+                ]
+              },
+              SharedOutputFolders: {
+                Text2Img: [
+                  outputs
+                ]
+              },
+              AvailableTorchVersions: [
+                Cpu,
+                Cuda,
+                DirectMl,
+                Rocm
+              ],
+              MainBranch: main,
+              ShouldIgnoreReleases: true,
+              OutputFolderName: outputs,
+              RepositoryName: RuinedFooocus,
+              RepositoryAuthor: runew0lf,
+              GithubUrl: https://github.com/runew0lf/RuinedFooocus,
+              DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\RuinedFooocus.zip,
+              ByAuthor: By runew0lf,
+              Disclaimer: ,
+              OfferInOneClickInstaller: true,
+              UpdateAvailable: false,
+              IsInferenceCompatible: false,
+              IsCompatible: true,
+              SupportsExtensions: false,
+              AvailableVersionTypes: Commit,
+              Prerequisites: [
+                Git,
+                Python310,
+                VcRedist
+              ]
+            },
+            {
+              Name: automatic,
+              DisplayName: SD.Next,
+              Author: vladmandic,
+              LicenseType: AGPL-3.0,
+              LicenseUrl: https://github.com/vladmandic/automatic/blob/master/LICENSE.txt,
+              Blurb: Stable Diffusion implementation with advanced features and modern UI,
+              LaunchCommand: launch.py,
+              PreviewImageUri: https://github.com/vladmandic/automatic/raw/master/html/screenshot-modernui.jpg,
+              ShouldIgnoreReleases: true,
+              InstallerSortOrder: Expert,
+              AvailableTorchVersions: [
+                Cpu,
+                Cuda,
+                DirectMl,
+                Rocm,
+                Zluda
+              ],
+              SharedFolders: {
+                StableDiffusion: [
+                  models/Stable-diffusion
+                ],
+                Lora: [
+                  models/Lora
+                ],
+                LyCORIS: [
+                  models/LyCORIS
+                ],
+                ESRGAN: [
+                  models/ESRGAN
+                ],
+                GFPGAN: [
+                  models/GFPGAN
+                ],
+                BSRGAN: [
+                  models/BSRGAN
+                ],
+                Codeformer: [
+                  models/Codeformer
+                ],
+                Diffusers: [
+                  models/Diffusers
+                ],
+                RealESRGAN: [
+                  models/RealESRGAN
+                ],
+                SwinIR: [
+                  models/SwinIR
+                ],
+                VAE: [
+                  models/VAE
+                ],
+                TextualInversion: [
+                  models/embeddings
+                ],
+                Hypernetwork: [
+                  models/hypernetworks
+                ],
+                ControlNet: [
+                  models/ControlNet
+                ],
+                LDSR: [
+                  models/LDSR
+                ],
+                CLIP: [
+                  models/CLIP
+                ],
+                ScuNET: [
+                  models/ScuNET
+                ]
+              },
+              SharedOutputFolders: {
+                Text2Img: [
+                  outputs/text
+                ],
+                Img2Img: [
+                  outputs/image
+                ],
+                Extras: [
+                  outputs/extras
+                ],
+                Text2ImgGrids: [
+                  outputs/grids
+                ],
+                Img2ImgGrids: [
+                  outputs/grids
+                ],
+                Saved: [
+                  outputs/save
+                ]
+              },
+              OutputFolderName: outputs,
+              ExtensionManager: {
+                RelativeInstallDirectory: extensions,
+                DefaultManifests: [
+                  {
+                    Uri: https://vladmandic.github.io/sd-data/pages/extensions.json
+                  }
+                ]
+              },
+              LaunchOptions: [
+                {
+                  Name: Host,
+                  Type: String,
+                  DefaultValue: localhost,
+                  Options: [
+                    --server-name
+                  ]
+                },
+                {
+                  Name: Port,
+                  Type: String,
+                  DefaultValue: 7860,
+                  Options: [
+                    --port
+                  ]
+                },
+                {
+                  Name: VRAM,
+                  Options: [
+                    --lowvram,
+                    --medvram
+                  ]
+                },
+                {
+                  Name: Auto-Launch Web UI,
+                  Options: [
+                    --autolaunch
+                  ]
+                },
+                {
+                  Name: Force use of Intel OneAPI XPU backend,
+                  Options: [
+                    --use-ipex
+                  ]
+                },
+                {
+                  Name: Use DirectML if no compatible GPU is detected,
+                  InitialValue: false,
+                  Options: [
+                    --use-directml
+                  ]
+                },
+                {
+                  Name: Force use of Nvidia CUDA backend,
+                  InitialValue: true,
+                  Options: [
+                    --use-cuda
+                  ]
+                },
+                {
+                  Name: Force use of AMD ROCm backend,
+                  InitialValue: false,
+                  Options: [
+                    --use-rocm
+                  ]
+                },
+                {
+                  Name: Force use of ZLUDA backend,
+                  InitialValue: false,
+                  Options: [
+                    --use-zluda
+                  ]
+                },
+                {
+                  Name: CUDA Device ID,
+                  Type: String,
+                  Options: [
+                    --device-id
+                  ]
+                },
+                {
+                  Name: API,
+                  Options: [
+                    --api
+                  ]
+                },
+                {
+                  Name: Debug Logging,
+                  Options: [
+                    --debug
+                  ]
+                },
+                {
+                  Name: Extra Launch Arguments,
+                  Type: String,
+                  Options: [
+                    
+                  ]
+                }
+              ],
+              ExtraLaunchArguments: ,
+              MainBranch: master,
+              RepositoryName: automatic,
+              RepositoryAuthor: vladmandic,
+              GithubUrl: https://github.com/vladmandic/automatic,
+              DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\automatic.zip,
+              ByAuthor: By vladmandic,
+              Disclaimer: ,
+              OfferInOneClickInstaller: true,
+              UpdateAvailable: false,
+              IsInferenceCompatible: false,
+              IsCompatible: true,
+              AvailableSharedFolderMethods: [
+                Symlink,
+                Configuration,
+                None
+              ],
+              SupportsExtensions: true,
+              AvailableVersionTypes: Commit,
+              Prerequisites: [
+                Git,
+                Python310,
+                VcRedist
+              ]
+            },
+            {
+              Name: sdfx,
+              DisplayName: SDFX,
+              Author: sdfxai,
+              Blurb: The ultimate no-code platform to build and share AI apps with beautiful UI.,
+              LicenseType: AGPL-3.0,
+              LicenseUrl: https://github.com/sdfxai/sdfx/blob/main/LICENSE,
+              LaunchCommand: setup.py,
+              PreviewImageUri: https://github.com/sdfxai/sdfx/raw/main/docs/static/screen-sdfx.png,
+              OutputFolderName: data\media\output,
+              AvailableTorchVersions: [
+                Cpu,
+                Cuda,
+                DirectMl,
+                Rocm,
+                Mps
+              ],
+              InstallerSortOrder: Expert,
+              RecommendedSharedFolderMethod: Configuration,
+              LaunchOptions: [
+                {
+                  Name: Extra Launch Arguments,
+                  Type: String,
+                  Options: [
+                    
+                  ]
+                }
+              ],
+              SharedFolders: {
+                StableDiffusion: [
+                  data/models/checkpoints
+                ],
+                Lora: [
+                  data/models/loras
+                ],
+                ESRGAN: [
+                  data/models/upscale_models
+                ],
+                Diffusers: [
+                  data/models/diffusers
+                ],
+                VAE: [
+                  data/models/vae
+                ],
+                ApproxVAE: [
+                  data/models/vae_approx
+                ],
+                TextualInversion: [
+                  data/models/embeddings
+                ],
+                Hypernetwork: [
+                  data/models/hypernetworks
+                ],
+                ControlNet: [
+                  data/models/controlnet/ControlNet
+                ],
+                CLIP: [
+                  data/models/clip
+                ],
+                GLIGEN: [
+                  data/models/gligen
+                ],
+                IpAdapter: [
+                  data/models/ipadapter/base
+                ],
+                T2IAdapter: [
+                  data/models/controlnet/T2IAdapter
+                ],
+                InvokeIpAdapters15: [
+                  data/models/ipadapter/sd15
+                ],
+                InvokeIpAdaptersXl: [
+                  data/models/ipadapter/sdxl
+                ],
+                InvokeClipVision: [
+                  data/models/clip_vision
+                ],
+                PromptExpansion: [
+                  data/models/prompt_expansion
+                ]
+              },
+              SharedOutputFolders: {
+                Text2Img: [
+                  data/media/output
+                ]
+              },
+              MainBranch: main,
+              ShouldIgnoreReleases: true,
+              Prerequisites: [
+                Python310,
+                VcRedist,
+                Git,
+                Node
+              ],
+              RepositoryName: sdfx,
+              RepositoryAuthor: sdfxai,
+              GithubUrl: https://github.com/sdfxai/sdfx,
+              DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\sdfx.zip,
+              ByAuthor: By sdfxai,
+              Disclaimer: ,
+              OfferInOneClickInstaller: true,
+              UpdateAvailable: false,
+              IsInferenceCompatible: false,
+              IsCompatible: true,
+              AvailableSharedFolderMethods: [
+                Symlink,
+                Configuration,
+                None
+              ],
+              SupportsExtensions: false,
+              AvailableVersionTypes: Commit
+            },
+            {
+              Name: InvokeAI,
+              DisplayName: InvokeAI,
+              Author: invoke-ai,
+              LicenseType: Apache-2.0,
+              LicenseUrl: https://github.com/invoke-ai/InvokeAI/blob/main/LICENSE,
+              Blurb: Professional Creative Tools for Stable Diffusion,
+              LaunchCommand: invokeai-web,
+              InstallerSortOrder: Nightmare,
+              ExtraLaunchCommands: [
+                invokeai-db-maintenance,
+                invokeai-import-images
+              ],
+              PreviewImageUri: https://raw.githubusercontent.com/invoke-ai/InvokeAI/main/docs/assets/canvas_preview.png,
+              AvailableSharedFolderMethods: [
+                None
+              ],
+              RecommendedSharedFolderMethod: None,
+              MainBranch: main,
+              SharedFolders: {
+                StableDiffusion: [
+                  invokeai-root\autoimport\main
+                ],
+                Lora: [
+                  invokeai-root\autoimport\lora
+                ],
+                TextualInversion: [
+                  invokeai-root\autoimport\embedding
+                ],
+                ControlNet: [
+                  invokeai-root\autoimport\controlnet
+                ],
+                T2IAdapter: [
+                  invokeai-root\autoimport\t2i_adapter
+                ],
+                InvokeIpAdapters15: [
+                  invokeai-root\models\sd-1\ip_adapter
+                ],
+                InvokeIpAdaptersXl: [
+                  invokeai-root\models\sdxl\ip_adapter
+                ],
+                InvokeClipVision: [
+                  invokeai-root\models\any\clip_vision
+                ]
+              },
+              SharedOutputFolders: {
+                Text2Img: [
+                  invokeai-root\outputs\images
+                ]
+              },
+              OutputFolderName: invokeai-root\outputs\images,
+              LaunchOptions: [
+                {
+                  Name: Host,
+                  Type: String,
+                  DefaultValue: localhost,
+                  Options: [
+                    --host
+                  ]
+                },
+                {
+                  Name: Port,
+                  Type: String,
+                  DefaultValue: 9090,
+                  Options: [
+                    --port
+                  ]
+                },
+                {
+                  Name: Allow Origins,
+                  Type: String,
+                  Description: List of host names or IP addresses that are allowed to connect to the InvokeAI API in the format ['host1','host2',...],
+                  DefaultValue: [],
+                  Options: [
+                    --allow-origins
+                  ]
+                },
+                {
+                  Name: Precision,
+                  Options: [
+                    --precision auto,
+                    --precision float16,
+                    --precision float32
+                  ]
+                },
+                {
+                  Name: Extra Launch Arguments,
+                  Type: String,
+                  Options: [
+                    
+                  ]
+                }
+              ],
+              AvailableTorchVersions: [
+                Cpu,
+                Cuda,
+                Rocm,
+                Mps
+              ],
+              Prerequisites: [
+                Python310,
+                VcRedist,
+                Git,
+                Node
+              ],
+              RepositoryName: InvokeAI,
+              RepositoryAuthor: invoke-ai,
+              GithubUrl: https://github.com/invoke-ai/InvokeAI,
+              DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\InvokeAI.zip,
+              ByAuthor: By invoke-ai,
+              Disclaimer: ,
+              OfferInOneClickInstaller: true,
+              ShouldIgnoreReleases: false,
+              UpdateAvailable: false,
+              IsInferenceCompatible: false,
+              IsCompatible: true,
+              SupportsExtensions: false,
+              AvailableVersionTypes: GithubRelease, Commit
+            },
+            {
+              Name: Fooocus-ControlNet-SDXL,
+              DisplayName: Fooocus-ControlNet,
+              Author: fenneishi,
+              Blurb: Fooocus-ControlNet adds more control to the original Fooocus software.,
+              Disclaimer: This package may no longer be actively maintained,
+              LicenseUrl: https://github.com/fenneishi/Fooocus-ControlNet-SDXL/blob/main/LICENSE,
+              PreviewImageUri: https://github.com/fenneishi/Fooocus-ControlNet-SDXL/raw/main/asset/canny/snip.png,
+              InstallerSortOrder: Impossible,
+              OfferInOneClickInstaller: false,
+              SharedFolderLayout: {
+                RelativeConfigPath: user_path_config.txt,
+                Rules: [
+                  {
+                    SourceTypes: [
+                      StableDiffusion
+                    ],
+                    TargetRelativePaths: [
+                      models/checkpoints
+                    ],
+                    ConfigDocumentPaths: [
+                      path_checkpoints
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      Diffusers
+                    ],
+                    TargetRelativePaths: [
+                      models/diffusers
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      CLIP
+                    ],
+                    TargetRelativePaths: [
+                      models/clip
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      GLIGEN
+                    ],
+                    TargetRelativePaths: [
+                      models/gligen
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      ESRGAN
+                    ],
+                    TargetRelativePaths: [
+                      models/upscale_models
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      Hypernetwork
+                    ],
+                    TargetRelativePaths: [
+                      models/hypernetworks
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      TextualInversion
+                    ],
+                    TargetRelativePaths: [
+                      models/embeddings
+                    ],
+                    ConfigDocumentPaths: [
+                      path_embeddings
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      VAE
+                    ],
+                    TargetRelativePaths: [
+                      models/vae
+                    ],
+                    ConfigDocumentPaths: [
+                      path_vae
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      ApproxVAE
+                    ],
+                    TargetRelativePaths: [
+                      models/vae_approx
+                    ],
+                    ConfigDocumentPaths: [
+                      path_vae_approx
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      Lora,
+                      LyCORIS
+                    ],
+                    TargetRelativePaths: [
+                      models/loras
+                    ],
+                    ConfigDocumentPaths: [
+                      path_loras
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      InvokeClipVision
+                    ],
+                    TargetRelativePaths: [
+                      models/clip_vision
+                    ],
+                    ConfigDocumentPaths: [
+                      path_clip_vision
+                    ]
+                  },
+                  {
+                    SourceTypes: [
+                      ControlNet
+                    ],
+                    TargetRelativePaths: [
+                      models/controlnet
+                    ],
+                    ConfigDocumentPaths: [
+                      path_controlnet
+                    ]
+                  },
+                  {
+                    TargetRelativePaths: [
+                      models/inpaint
+                    ],
+                    ConfigDocumentPaths: [
+                      path_inpaint
+                    ]
+                  },
+                  {
+                    TargetRelativePaths: [
+                      models/prompt_expansion/fooocus_expansion
+                    ],
+                    ConfigDocumentPaths: [
+                      path_fooocus_expansion
+                    ]
+                  },
+                  {
+                    TargetRelativePaths: [
+                      outputs
+                    ],
+                    ConfigDocumentPaths: [
+                      path_outputs
+                    ]
+                  }
+                ]
+              },
+              LicenseType: GPL-3.0,
+              LaunchCommand: launch.py,
+              LaunchOptions: [
+                {
+                  Name: Preset,
+                  Options: [
+                    --preset anime,
+                    --preset realistic
+                  ]
+                },
+                {
+                  Name: Port,
+                  Type: String,
+                  Description: Sets the listen port,
+                  Options: [
+                    --port
+                  ]
+                },
+                {
+                  Name: Share,
+                  Description: Set whether to share on Gradio,
+                  Options: [
+                    --share
+                  ]
+                },
+                {
+                  Name: Listen,
+                  Type: String,
+                  Description: Set the listen interface,
+                  Options: [
+                    --listen
+                  ]
+                },
+                {
+                  Name: Output Directory,
+                  Type: String,
+                  Description: Override the output directory,
+                  Options: [
+                    --output-path
+                  ]
+                },
+                {
+                  Name: Language,
+                  Type: String,
+                  Description: Change the language of the UI,
+                  Options: [
+                    --language
+                  ]
+                },
+                {
+                  Name: Auto-Launch,
+                  Options: [
+                    --auto-launch
+                  ]
+                },
+                {
+                  Name: Disable Image Log,
+                  Options: [
+                    --disable-image-log
+                  ]
+                },
+                {
+                  Name: Disable Analytics,
+                  Options: [
+                    --disable-analytics
+                  ]
+                },
+                {
+                  Name: Disable Preset Model Downloads,
+                  Options: [
+                    --disable-preset-download
+                  ]
+                },
+                {
+                  Name: Always Download Newer Models,
+                  Options: [
+                    --always-download-new-model
+                  ]
+                },
+                {
+                  Name: VRAM,
+                  Options: [
+                    --always-high-vram,
+                    --always-normal-vram,
+                    --always-low-vram,
+                    --always-no-vram
+                  ]
+                },
+                {
+                  Name: Use DirectML,
+                  Description: Use pytorch with DirectML support,
+                  InitialValue: false,
+                  Options: [
+                    --directml
+                  ]
+                },
+                {
+                  Name: Disable Xformers,
+                  InitialValue: false,
+                  Options: [
+                    --disable-xformers
+                  ]
+                },
+                {
+                  Name: Extra Launch Arguments,
+                  Type: String,
+                  Options: [
+                    
+                  ]
+                }
+              ],
+              RecommendedSharedFolderMethod: Configuration,
+              AvailableSharedFolderMethods: [
+                Symlink,
+                Configuration,
+                None
+              ],
+              SharedFolders: {
+                StableDiffusion: [
+                  models/checkpoints
+                ],
+                Lora: [
+                  models/loras
+                ],
+                ESRGAN: [
+                  models/upscale_models
+                ],
+                Diffusers: [
+                  models/diffusers
+                ],
+                VAE: [
+                  models/vae
+                ],
+                ApproxVAE: [
+                  models/vae_approx
+                ],
+                TextualInversion: [
+                  models/embeddings
+                ],
+                Hypernetwork: [
+                  models/hypernetworks
+                ],
+                ControlNet: [
+                  models/controlnet
+                ],
+                CLIP: [
+                  models/clip
+                ],
+                GLIGEN: [
+                  models/gligen
+                ],
+                InvokeClipVision: [
+                  models/clip_vision
+                ]
+              },
+              SharedOutputFolders: {
+                Text2Img: [
+                  outputs
+                ]
+              },
+              AvailableTorchVersions: [
+                Cpu,
+                Cuda,
+                DirectMl,
+                Rocm
+              ],
+              MainBranch: main,
+              ShouldIgnoreReleases: true,
+              OutputFolderName: outputs,
+              RepositoryName: Fooocus-ControlNet-SDXL,
+              RepositoryAuthor: fenneishi,
+              GithubUrl: https://github.com/fenneishi/Fooocus-ControlNet-SDXL,
+              DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\Fooocus-ControlNet-SDXL.zip,
+              ByAuthor: By fenneishi,
+              UpdateAvailable: false,
+              IsInferenceCompatible: false,
+              IsCompatible: true,
+              SupportsExtensions: false,
+              AvailableVersionTypes: Commit,
+              Prerequisites: [
+                Git,
+                Python310,
+                VcRedist
+              ]
+            },
+            {
+              Name: Fooocus-MRE,
+              DisplayName: Fooocus-MRE,
+              Author: MoonRide303,
+              Blurb: Fooocus-MRE is an image generating software, enhanced variant of the original Fooocus dedicated for a bit more advanced users,
+              LicenseType: GPL-3.0,
+              LicenseUrl: https://github.com/MoonRide303/Fooocus-MRE/blob/moonride-main/LICENSE,
+              LaunchCommand: launch.py,
+              PreviewImageUri: https://user-images.githubusercontent.com/130458190/265366059-ce430ea0-0995-4067-98dd-cef1d7dc1ab6.png,
+              Disclaimer: This package may no longer receive updates from its author. It may be removed from Stability Matrix in the future.,
+              InstallerSortOrder: Impossible,
+              OfferInOneClickInstaller: false,
+              LaunchOptions: [
+                {
+                  Name: Port,
+                  Type: String,
+                  Description: Sets the listen port,
+                  Options: [
+                    --port
+                  ]
+                },
+                {
+                  Name: Share,
+                  Description: Set whether to share on Gradio,
+                  Options: [
+                    --share
+                  ]
+                },
+                {
+                  Name: Listen,
+                  Type: String,
+                  Description: Set the listen interface,
+                  Options: [
+                    --listen
+                  ]
+                },
+                {
+                  Name: Extra Launch Arguments,
+                  Type: String,
+                  Options: [
+                    
+                  ]
+                }
+              ],
+              AvailableSharedFolderMethods: [
+                Symlink,
+                None
+              ],
+              SharedFolders: {
+                StableDiffusion: [
+                  models/checkpoints
+                ],
+                Lora: [
+                  models/loras
+                ],
+                ESRGAN: [
+                  models/upscale_models
+                ],
+                Diffusers: [
+                  models/diffusers
+                ],
+                VAE: [
+                  models/vae
+                ],
+                ApproxVAE: [
+                  models/vae_approx
+                ],
+                TextualInversion: [
+                  models/embeddings
+                ],
+                Hypernetwork: [
+                  models/hypernetworks
+                ],
+                ControlNet: [
+                  models/controlnet
+                ],
+                CLIP: [
+                  models/clip
+                ],
+                GLIGEN: [
+                  models/gligen
+                ]
+              },
+              SharedOutputFolders: {
+                Text2Img: [
+                  outputs
+                ]
+              },
+              AvailableTorchVersions: [
+                Cpu,
+                Cuda,
+                Rocm
+              ],
+              MainBranch: moonride-main,
+              OutputFolderName: outputs,
+              RepositoryName: Fooocus-MRE,
+              RepositoryAuthor: MoonRide303,
+              GithubUrl: https://github.com/MoonRide303/Fooocus-MRE,
+              DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\Fooocus-MRE.zip,
+              ByAuthor: By MoonRide303,
+              ShouldIgnoreReleases: false,
+              UpdateAvailable: false,
+              IsInferenceCompatible: false,
+              IsCompatible: true,
+              SupportsExtensions: false,
+              AvailableVersionTypes: GithubRelease, Commit,
+              Prerequisites: [
+                Git,
+                Python310,
+                VcRedist
+              ]
+            }
+          ],
+          TrainingPackages: [
+            {
+              Name: OneTrainer,
+              DisplayName: OneTrainer,
+              Author: Nerogar,
+              Blurb: OneTrainer is a one-stop solution for all your stable diffusion training needs,
+              LicenseType: AGPL-3.0,
+              LicenseUrl: https://github.com/Nerogar/OneTrainer/blob/master/LICENSE.txt,
+              LaunchCommand: scripts/train_ui.py,
+              PreviewImageUri: https://github.com/Nerogar/OneTrainer/blob/master/resources/icons/icon.png?raw=true,
+              OutputFolderName: ,
+              RecommendedSharedFolderMethod: None,
+              AvailableTorchVersions: [
+                Cuda
+              ],
+              IsCompatible: true,
+              PackageType: SdTraining,
+              AvailableSharedFolderMethods: [
+                None
+              ],
+              InstallerSortOrder: Nightmare,
+              OfferInOneClickInstaller: false,
+              ShouldIgnoreReleases: true,
+              Prerequisites: [
+                Git,
+                Python310,
+                VcRedist,
+                Tkinter
+              ],
+              LaunchOptions: [
+                {
+                  Name: Extra Launch Arguments,
+                  Type: String,
+                  Options: [
+                    
+                  ]
+                }
+              ],
+              MainBranch: master,
+              RepositoryName: OneTrainer,
+              RepositoryAuthor: Nerogar,
+              GithubUrl: https://github.com/Nerogar/OneTrainer,
+              DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\OneTrainer.zip,
+              ByAuthor: By Nerogar,
+              Disclaimer: ,
+              UpdateAvailable: false,
+              IsInferenceCompatible: false,
+              SupportsExtensions: false,
+              AvailableVersionTypes: Commit
+            },
+            {
+              Name: kohya_ss,
+              DisplayName: kohya_ss,
+              Author: bmaltais,
+              Blurb: A Windows-focused Gradio GUI for Kohya's Stable Diffusion trainers,
+              LicenseType: Apache-2.0,
+              LicenseUrl: https://github.com/bmaltais/kohya_ss/blob/master/LICENSE.md,
+              LaunchCommand: kohya_gui.py,
+              PreviewImageUri: https://camo.githubusercontent.com/5154eea62c113d5c04393e51a0d0f76ef25a723aad29d256dcc85ead1961cd41/68747470733a2f2f696d672e796f75747562652e636f6d2f76692f6b35696d713031757655592f302e6a7067,
+              OutputFolderName: ,
+              IsCompatible: true,
+              Disclaimer: Nvidia GPU with at least 8GB VRAM is recommended. May be unstable on Linux.,
+              InstallerSortOrder: UltraNightmare,
+              PackageType: SdTraining,
+              OfferInOneClickInstaller: false,
+              RecommendedSharedFolderMethod: None,
+              AvailableTorchVersions: [
+                Cuda
+              ],
+              AvailableSharedFolderMethods: [
+                None
+              ],
+              Prerequisites: [
+                Git,
+                Python310,
+                VcRedist,
+                Tkinter
+              ],
+              LaunchOptions: [
+                {
+                  Name: Listen Address,
+                  Type: String,
+                  DefaultValue: 127.0.0.1,
+                  Options: [
+                    --listen
+                  ]
+                },
+                {
+                  Name: Port,
+                  Type: String,
+                  Options: [
+                    --port
+                  ]
+                },
+                {
+                  Name: Username,
+                  Type: String,
+                  Options: [
+                    --username
+                  ]
+                },
+                {
+                  Name: Password,
+                  Type: String,
+                  Options: [
+                    --password
+                  ]
+                },
+                {
+                  Name: Auto-Launch Browser,
+                  Options: [
+                    --inbrowser
+                  ]
+                },
+                {
+                  Name: Share,
+                  Options: [
+                    --share
+                  ]
+                },
+                {
+                  Name: Headless,
+                  Options: [
+                    --headless
+                  ]
+                },
+                {
+                  Name: Language,
+                  Type: String,
+                  Options: [
+                    --language
+                  ]
+                },
+                {
+                  Name: Extra Launch Arguments,
+                  Type: String,
+                  Options: [
+                    
+                  ]
+                }
+              ],
+              MainBranch: master,
+              RepositoryName: kohya_ss,
+              RepositoryAuthor: bmaltais,
+              GithubUrl: https://github.com/bmaltais/kohya_ss,
+              DownloadLocation: {TempPath}StabilityMatrixTest\AppDataHome\Packages\kohya_ss.zip,
+              ByAuthor: By bmaltais,
+              ShouldIgnoreReleases: false,
+              UpdateAvailable: false,
+              IsInferenceCompatible: false,
+              SupportsExtensions: false,
+              AvailableVersionTypes: GithubRelease, Commit
+            }
+          ],
+          Title: Add Package,
+          IconSource: {
+            Type: SymbolIconSource
+          },
+          ShowIncompatiblePackages: false,
+          SearchFilter: ,
+          CanNavigateNext: false,
+          CanNavigatePrevious: false,
+          RemoveFromParentListCommand: ViewModelBase.RemoveFromParentList(),
+          HasErrors: false
+        }
+      ],
+      CurrentPagePath: [
+        {
+          Title: Packages,
+          IconSource: {
+            Type: SymbolIconSource
+          },
+          NavigateToSubPageCommand: MainPackageManagerViewModel.NavigateToSubPage(Type viewModelType),
+          CanNavigateNext: false,
+          CanNavigatePrevious: false,
+          RemoveFromParentListCommand: ViewModelBase.RemoveFromParentList(),
+          HasErrors: false
+        }
+      ],
+      CurrentPage: {
+        Title: Packages,
+        IconSource: {
+          Type: SymbolIconSource
+        },
+        NavigateToSubPageCommand: MainPackageManagerViewModel.NavigateToSubPage(Type viewModelType),
+        CanNavigateNext: false,
+        CanNavigatePrevious: false,
+        RemoveFromParentListCommand: ViewModelBase.RemoveFromParentList(),
+        HasErrors: false
+      },
+      CanNavigateNext: false,
+      CanNavigatePrevious: false,
+      RemoveFromParentListCommand: ViewModelBase.RemoveFromParentList(),
+      HasErrors: false
+    },
+    RemoveFromParentListCommand: ViewModelBase.RemoveFromParentList(),
+    HasErrors: false
+  }
+}
\ No newline at end of file
diff --git a/StabilityMatrix.UITests/TestAppBuilder.cs b/StabilityMatrix.UITests/TestAppBuilder.cs
index bff55647b..c3b752c24 100644
--- a/StabilityMatrix.UITests/TestAppBuilder.cs
+++ b/StabilityMatrix.UITests/TestAppBuilder.cs
@@ -1,15 +1,18 @@
 using Microsoft.Extensions.DependencyInjection;
 using Microsoft.Extensions.Logging;
+using Microsoft.Extensions.Logging.Abstractions;
 using NSubstitute;
 using NSubstitute.Extensions;
 using Semver;
 using StabilityMatrix.Avalonia;
 using StabilityMatrix.Avalonia.ViewModels.Dialogs;
+using StabilityMatrix.Core.Api;
 using StabilityMatrix.Core.Helper;
 using StabilityMatrix.Core.Models.Update;
 using StabilityMatrix.Core.Services;
 using StabilityMatrix.Core.Updater;
 using StabilityMatrix.UITests;
+using StabilityMatrix.UITests.Fakes;
 
 [assembly: AvaloniaTestApplication(typeof(TestAppBuilder))]
 
@@ -42,7 +45,9 @@ private static void ConfigureGlobals()
     private static void ConfigureAppServices(IServiceCollection serviceCollection)
     {
         // ISettingsManager
-        var settingsManager = Substitute.ForPartsOf<SettingsManager>();
+        var settingsManager = Substitute.ForPartsOf<SettingsManager>(NullLogger<SettingsManager>.Instance);
+        settingsManager.Settings.Analytics.LastSeenConsentVersion = Compat.AppVersion;
+        settingsManager.Settings.Analytics.LastSeenConsentAccepted = true;
         serviceCollection.AddSingleton<ISettingsManager>(settingsManager);
 
         // IUpdateHelper
@@ -56,7 +61,7 @@ private static void ConfigureAppServices(IServiceCollection serviceCollection)
             Changelog = new Uri("https://example.org"),
             HashBlake3 = "46e11a5216c55d4c9d3c54385f62f3e1022537ae191615237f05e06d6f8690d0",
             Signature =
-                "IX5/CCXWJQG0oGkYWVnuF34gTqF/dJSrDrUd6fuNMYnncL39G3HSvkXrjvJvR18MA2rQNB5z13h3/qBSf9c7DA=="
+                "IX5/CCXWJQG0oGkYWVnuF34gTqF/dJSrDrUd6fuNMYnncL39G3HSvkXrjvJvR18MA2rQNB5z13h3/qBSf9c7DA==",
         };
 
         var updateHelper = Substitute.For<IUpdateHelper>();
@@ -68,15 +73,36 @@ private static void ConfigureAppServices(IServiceCollection serviceCollection)
 
         serviceCollection.AddSingleton(updateHelper);
 
-        // UpdateViewModel
-        var updateViewModel = Substitute.ForPartsOf<UpdateViewModel>(
-            Substitute.For<ILogger<UpdateViewModel>>(),
-            settingsManager,
-            null,
-            updateHelper
+        var httpClientFactory = new StaticHttpClientFactory(
+            new HttpClient(new StaticHttpMessageHandler()) { BaseAddress = new Uri("https://example.org") }
         );
-        updateViewModel.Configure().GetReleaseNotes("").Returns("Test");
+        serviceCollection.AddSingleton<IHttpClientFactory>(httpClientFactory);
 
-        serviceCollection.AddSingleton(updateViewModel);
+        serviceCollection.AddSingleton<ICivArchiveApiClient, TestCivArchiveApiClient>();
+    }
+
+    private sealed class StaticHttpClientFactory(HttpClient httpClient) : IHttpClientFactory
+    {
+        public HttpClient CreateClient(string name) => httpClient;
+    }
+
+    private sealed class StaticHttpMessageHandler : HttpMessageHandler
+    {
+        protected override Task<HttpResponseMessage> SendAsync(
+            HttpRequestMessage request,
+            CancellationToken cancellationToken
+        )
+        {
+            return Task.FromResult(
+                new HttpResponseMessage(System.Net.HttpStatusCode.OK)
+                {
+                    Content = new StringContent(
+                        "# Test changelog",
+                        System.Text.Encoding.UTF8,
+                        "text/markdown"
+                    ),
+                }
+            );
+        }
     }
 }

From 68d6b1267b8b09f0b4f1a93dc92ed53d92048948 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Tue, 7 Apr 2026 18:56:26 -0700
Subject: [PATCH 114/218] Address PR review feedback

---
 .../Languages/Resources.Designer.cs           |  2 +-
 .../Languages/Resources.resx                  |  2 +-
 .../Dialogs/SelectDataDirectoryViewModel.cs   |  9 +++-
 .../Services/DownloadService.cs               | 42 +++++++++++++------
 .../SelectDataDirectoryViewModelTests.cs      | 33 +++++++++++++++
 5 files changed, 73 insertions(+), 15 deletions(-)
 create mode 100644 StabilityMatrix.Tests/Avalonia/SelectDataDirectoryViewModelTests.cs

diff --git a/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs b/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs
index 70d56f7ad..9ca75f2e9 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs
+++ b/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs
@@ -4130,7 +4130,7 @@ public static string Warning_PleaseExtractFirst {
         }
 
         /// <summary>
-        ///   Looks up a localized string similar to OneDrive folders are not recommended — file syncing can break Git, Python venvs, and package installations..
+        ///   Looks up a localized string similar to PLS NO ONEDRIVE. It can break Git, Python venvs, and big model installs..
         /// </summary>
         public static string Warning_OneDriveFolder {
             get {
diff --git a/StabilityMatrix.Avalonia/Languages/Resources.resx b/StabilityMatrix.Avalonia/Languages/Resources.resx
index e83a20a7f..1dc7a9845 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.resx
+++ b/StabilityMatrix.Avalonia/Languages/Resources.resx
@@ -1129,7 +1129,7 @@
     <value>PLEASE EXTRACT THE APP FROM THE ZIP FILE BEFORE RUNNING STABILITY MATRIX</value>
   </data>
   <data name="Warning_OneDriveFolder" xml:space="preserve">
-    <value>OneDrive folders are not recommended — file syncing can break Git, Python venvs, and package installations.</value>
+    <value>PLS NO ONEDRIVE. It can break Git, Python venvs, and big model installs.</value>
   </data>
   <data name="Label_HistorySize" xml:space="preserve">
     <value>History Size</value>
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/SelectDataDirectoryViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/SelectDataDirectoryViewModel.cs
index d8e3e1df7..12ccba462 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/SelectDataDirectoryViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/SelectDataDirectoryViewModel.cs
@@ -25,6 +25,7 @@ namespace StabilityMatrix.Avalonia.ViewModels.Dialogs;
 public partial class SelectDataDirectoryViewModel : ContentDialogViewModelBase
 {
     private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
+    private static readonly IReadOnlyList<string> OneDriveRoots = LoadOneDriveRoots();
 
     public static string DefaultInstallLocation =>
         Compat.IsLinux
@@ -249,13 +250,19 @@ private static bool IsPathInOneDrive(string? path)
     }
 
     private static IEnumerable<string> GetOneDriveRoots()
+    {
+        return OneDriveRoots;
+    }
+
+    private static IReadOnlyList<string> LoadOneDriveRoots()
     {
         return new[] { "OneDrive", "OneDriveConsumer", "OneDriveCommercial" }
             .Select(Environment.GetEnvironmentVariable)
             .Where(path => !string.IsNullOrWhiteSpace(path))
             .Select(path => Path.GetFullPath(path!))
             .Distinct(StringComparer.OrdinalIgnoreCase)
-            .Select(EnsureTrailingDirectorySeparator);
+            .Select(EnsureTrailingDirectorySeparator)
+            .ToList();
     }
 
     private static string EnsureTrailingDirectorySeparator(string path)
diff --git a/StabilityMatrix.Core/Services/DownloadService.cs b/StabilityMatrix.Core/Services/DownloadService.cs
index 59ec5ab76..259684ac8 100644
--- a/StabilityMatrix.Core/Services/DownloadService.cs
+++ b/StabilityMatrix.Core/Services/DownloadService.cs
@@ -149,8 +149,10 @@ public async Task ResumeDownloadToFileAsync(
         client.Timeout = TimeSpan.FromMinutes(10);
         client.DefaultRequestHeaders.UserAgent.Add(new ProductInfoHeaderValue("StabilityMatrix", "2.0"));
 
-        await AddConditionalHeaders(client, new Uri(downloadUrl)).ConfigureAwait(false);
-        await AddConditionalHeaders(noRedirectClient, new Uri(downloadUrl)).ConfigureAwait(false);
+        var originalDownloadUri = new Uri(downloadUrl);
+
+        await AddConditionalHeaders(client, originalDownloadUri).ConfigureAwait(false);
+        await AddConditionalHeaders(noRedirectClient, originalDownloadUri).ConfigureAwait(false);
 
         // Create file if it doesn't exist
         if (!File.Exists(downloadPath))
@@ -161,10 +163,11 @@ public async Task ResumeDownloadToFileAsync(
 
         await using var file = new FileStream(
             downloadPath,
-            FileMode.Append,
+            FileMode.OpenOrCreate,
             FileAccess.Write,
             FileShare.None
         );
+        file.Seek(existingFileSize, SeekOrigin.Begin);
 
         // Remaining content length
         long remainingContentLength = 0;
@@ -176,9 +179,11 @@ public async Task ResumeDownloadToFileAsync(
             var delay in Backoff.DecorrelatedJitterBackoffV2(TimeSpan.FromMilliseconds(50), retryCount: 4)
         )
         {
+            await AddConditionalHeaders(client, originalDownloadUri).ConfigureAwait(false);
+
             using var noRedirectRequest = new HttpRequestMessage();
             noRedirectRequest.Method = HttpMethod.Get;
-            noRedirectRequest.RequestUri = new Uri(downloadUrl);
+            noRedirectRequest.RequestUri = originalDownloadUri;
             noRedirectRequest.Headers.Range = new RangeHeaderValue(existingFileSize, null);
 
             var noRedirectResponse = await noRedirectClient
@@ -186,21 +191,24 @@ var delay in Backoff.DecorrelatedJitterBackoffV2(TimeSpan.FromMilliseconds(50),
                 .ConfigureAwait(false);
 
             // Resolve redirect target URL for cross-domain auth (e.g. civarchive → civitai)
-            var effectiveDownloadUrl = downloadUrl;
+            var effectiveDownloadUri = originalDownloadUri;
             if ((int)noRedirectResponse.StatusCode > 299 && (int)noRedirectResponse.StatusCode < 400)
             {
-                var redirectUrl = noRedirectResponse.Headers.Location?.ToString();
-                if (redirectUrl != null && redirectUrl.Contains("reason=download-auth"))
+                var redirectUri = noRedirectResponse.Headers.Location;
+                if (redirectUri != null && redirectUri.ToString().Contains("reason=download-auth"))
                 {
                     throw new UnauthorizedAccessException();
                 }
 
                 // Use the redirect target for the actual download so auth headers
                 // are applied for the correct domain
-                if (!string.IsNullOrWhiteSpace(redirectUrl))
+                if (redirectUri != null)
                 {
-                    effectiveDownloadUrl = redirectUrl;
-                    await AddConditionalHeaders(client, new Uri(effectiveDownloadUrl)).ConfigureAwait(false);
+                    effectiveDownloadUri = redirectUri.IsAbsoluteUri
+                        ? redirectUri
+                        : new Uri(originalDownloadUri, redirectUri);
+
+                    await AddConditionalHeaders(client, effectiveDownloadUri).ConfigureAwait(false);
                 }
             }
             else if (noRedirectResponse.StatusCode == HttpStatusCode.Unauthorized)
@@ -241,7 +249,7 @@ var delay in Backoff.DecorrelatedJitterBackoffV2(TimeSpan.FromMilliseconds(50),
 
             using var redirectRequest = new HttpRequestMessage();
             redirectRequest.Method = HttpMethod.Get;
-            redirectRequest.RequestUri = new Uri(effectiveDownloadUrl);
+            redirectRequest.RequestUri = effectiveDownloadUri;
             redirectRequest.Headers.Range = new RangeHeaderValue(existingFileSize, null);
 
             response = await client
@@ -249,8 +257,16 @@ var delay in Backoff.DecorrelatedJitterBackoffV2(TimeSpan.FromMilliseconds(50),
                 .ConfigureAwait(false);
 
             remainingContentLength = response.Content.Headers.ContentLength ?? 0;
+            if (response.StatusCode == HttpStatusCode.OK)
+            {
+                file.Seek(0, SeekOrigin.Begin);
+                file.SetLength(0);
+                existingFileSize = 0;
+            }
+
             originalContentLength =
-                response.Content.Headers.ContentRange?.Length.GetValueOrDefault() ?? remainingContentLength;
+                response.Content.Headers.ContentRange?.Length.GetValueOrDefault()
+                ?? (existingFileSize + remainingContentLength);
 
             if (remainingContentLength > 0)
                 break;
@@ -382,6 +398,8 @@ public async Task<Stream> GetContentAsync(string url, CancellationToken cancella
     /// </summary>
     private async Task AddConditionalHeaders(HttpClient client, Uri url)
     {
+        client.DefaultRequestHeaders.Authorization = null;
+
         // Check if civit download
         if (url.Host.Equals("civitai.com", StringComparison.OrdinalIgnoreCase))
         {
diff --git a/StabilityMatrix.Tests/Avalonia/SelectDataDirectoryViewModelTests.cs b/StabilityMatrix.Tests/Avalonia/SelectDataDirectoryViewModelTests.cs
new file mode 100644
index 000000000..50827126c
--- /dev/null
+++ b/StabilityMatrix.Tests/Avalonia/SelectDataDirectoryViewModelTests.cs
@@ -0,0 +1,33 @@
+using NSubstitute;
+using StabilityMatrix.Avalonia.ViewModels.Dialogs;
+using StabilityMatrix.Core.Services;
+
+namespace StabilityMatrix.Tests.Avalonia;
+
+[TestClass]
+public class SelectDataDirectoryViewModelTests
+{
+    [TestMethod]
+    public void IsInOneDriveFolder_ReturnsTrue_WhenDataDirectoryIsInsideOneDriveFolderUnderUserProfile()
+    {
+        var userProfile = Environment.GetFolderPath(Environment.SpecialFolder.UserProfile);
+        var viewModel = new SelectDataDirectoryViewModel(Substitute.For<ISettingsManager>())
+        {
+            DataDirectory = Path.Combine(userProfile, "OneDrive - Test", Guid.NewGuid().ToString()),
+        };
+
+        Assert.IsTrue(viewModel.IsInOneDriveFolder);
+    }
+
+    [TestMethod]
+    public void IsInOneDriveFolder_ReturnsFalse_WhenDataDirectoryIsOutsideOneDriveFolder()
+    {
+        var userProfile = Environment.GetFolderPath(Environment.SpecialFolder.UserProfile);
+        var viewModel = new SelectDataDirectoryViewModel(Substitute.For<ISettingsManager>())
+        {
+            DataDirectory = Path.Combine(userProfile, "Documents", Guid.NewGuid().ToString()),
+        };
+
+        Assert.IsFalse(viewModel.IsInOneDriveFolder);
+    }
+}

From 675931f16244928fcf680c58e3afb15b1f54f8f3 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Tue, 7 Apr 2026 18:58:59 -0700
Subject: [PATCH 115/218] Adjust OneDrive warning copy

---
 StabilityMatrix.Avalonia/Languages/Resources.Designer.cs | 2 +-
 StabilityMatrix.Avalonia/Languages/Resources.resx        | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs b/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs
index 9ca75f2e9..7006e9c0a 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs
+++ b/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs
@@ -4130,7 +4130,7 @@ public static string Warning_PleaseExtractFirst {
         }
 
         /// <summary>
-        ///   Looks up a localized string similar to PLS NO ONEDRIVE. It can break Git, Python venvs, and big model installs..
+        ///   Looks up a localized string similar to OneDrive folders are not recommended: file syncing can break Git, Python venvs, and package installations..
         /// </summary>
         public static string Warning_OneDriveFolder {
             get {
diff --git a/StabilityMatrix.Avalonia/Languages/Resources.resx b/StabilityMatrix.Avalonia/Languages/Resources.resx
index 1dc7a9845..e7f5def81 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.resx
+++ b/StabilityMatrix.Avalonia/Languages/Resources.resx
@@ -1129,7 +1129,7 @@
     <value>PLEASE EXTRACT THE APP FROM THE ZIP FILE BEFORE RUNNING STABILITY MATRIX</value>
   </data>
   <data name="Warning_OneDriveFolder" xml:space="preserve">
-    <value>PLS NO ONEDRIVE. It can break Git, Python venvs, and big model installs.</value>
+    <value>OneDrive folders are not recommended: file syncing can break Git, Python venvs, and package installations.</value>
   </data>
   <data name="Label_HistorySize" xml:space="preserve">
     <value>History Size</value>

From c185f803bbd7bb9e79d78a21172f01a38f79b7b1 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Tue, 7 Apr 2026 19:15:30 -0700
Subject: [PATCH 116/218] Add missing NamedOption class

---
 StabilityMatrix.Avalonia/Models/NamedOption.cs | 9 +++++++++
 1 file changed, 9 insertions(+)
 create mode 100644 StabilityMatrix.Avalonia/Models/NamedOption.cs

diff --git a/StabilityMatrix.Avalonia/Models/NamedOption.cs b/StabilityMatrix.Avalonia/Models/NamedOption.cs
new file mode 100644
index 000000000..3182ecfed
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Models/NamedOption.cs
@@ -0,0 +1,9 @@
+namespace StabilityMatrix.Avalonia.Models;
+
+public class NamedOption<T>(string label, T value)
+{
+    public string Label { get; } = label;
+    public T Value { get; } = value;
+
+    public override string ToString() => Label;
+}

From 23a7f1ed02ae4d2d2b058761be75fab4b3c658fe Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Tue, 7 Apr 2026 19:29:31 -0700
Subject: [PATCH 117/218] Log when resumed downloads restart

---
 StabilityMatrix.Core/Services/DownloadService.cs | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/StabilityMatrix.Core/Services/DownloadService.cs b/StabilityMatrix.Core/Services/DownloadService.cs
index 259684ac8..1f7e7db19 100644
--- a/StabilityMatrix.Core/Services/DownloadService.cs
+++ b/StabilityMatrix.Core/Services/DownloadService.cs
@@ -259,6 +259,12 @@ var delay in Backoff.DecorrelatedJitterBackoffV2(TimeSpan.FromMilliseconds(50),
             remainingContentLength = response.Content.Headers.ContentLength ?? 0;
             if (response.StatusCode == HttpStatusCode.OK)
             {
+                logger.LogWarning(
+                    "Server ignored the Range header while resuming download {DownloadUrl} to {DownloadPath}; restarting from the beginning after {ExistingFileSize} bytes",
+                    effectiveDownloadUri,
+                    downloadPath,
+                    existingFileSize
+                );
                 file.Seek(0, SeekOrigin.Begin);
                 file.SetLength(0);
                 existingFileSize = 0;

From 1e72e1a1b9aea7f756062e5c817095e3d1231ce7 Mon Sep 17 00:00:00 2001
From: JT <mohnjiles@gmail.com>
Date: Tue, 7 Apr 2026 20:50:28 -0700
Subject: [PATCH 118/218] fix duplicated code from merg

---
 StabilityMatrix.Core/Models/Packages/Wan2GP.cs | 8 --------
 1 file changed, 8 deletions(-)

diff --git a/StabilityMatrix.Core/Models/Packages/Wan2GP.cs b/StabilityMatrix.Core/Models/Packages/Wan2GP.cs
index ed09599e6..4dfc8342e 100644
--- a/StabilityMatrix.Core/Models/Packages/Wan2GP.cs
+++ b/StabilityMatrix.Core/Models/Packages/Wan2GP.cs
@@ -466,14 +466,6 @@ await File.WriteAllTextAsync(patchScriptPath, GradioLogPatchScript, cancellation
 
         var targetScript = Path.Combine(installLocation, options.Command ?? LaunchCommand);
 
-        // Write the Gradio logging patch wrapper script so gr.Info/Warning/Error
-        // messages are also printed to stdout/stderr for console capture
-        var patchScriptPath = Path.Combine(installLocation, "_sm_gradio_log_patch.py");
-        await File.WriteAllTextAsync(patchScriptPath, GradioLogPatchScript, cancellationToken)
-            .ConfigureAwait(false);
-
-        var targetScript = Path.Combine(installLocation, options.Command ?? LaunchCommand);
-
         // Notify user that the package is starting (loading can take a while)
         onConsoleOutput?.Invoke(
             new ProcessOutput { Text = "Launching Wan2GP, please wait while the UI initializes...\n" }

From 05b4c74e587d707e00bd161469584f58982f6218 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Tue, 7 Apr 2026 21:10:30 -0700
Subject: [PATCH 119/218] Refactor Teaching Tip logic in
 MainPackageManagerView. Switch to `IsAddPackageTeachingTipOpen` property and
 add `UpdateAddPackageTeachingTip` method for dynamic visibility management.

---
 .../MainPackageManagerViewModel.cs               | 16 +++++++++++++++-
 .../PackageManager/MainPackageManagerView.axaml  |  2 +-
 2 files changed, 16 insertions(+), 2 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/PackageManager/MainPackageManagerViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/PackageManager/MainPackageManagerViewModel.cs
index 362be2efb..a04004f9e 100644
--- a/StabilityMatrix.Avalonia/ViewModels/PackageManager/MainPackageManagerViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/PackageManager/MainPackageManagerViewModel.cs
@@ -3,6 +3,7 @@
 using AsyncAwaitBestPractices;
 using Avalonia.Controls;
 using Avalonia.Threading;
+using CommunityToolkit.Mvvm.ComponentModel;
 using CommunityToolkit.Mvvm.Input;
 using DynamicData;
 using DynamicData.Binding;
@@ -61,6 +62,9 @@ public partial class MainPackageManagerViewModel : PageViewModelBase
     public IObservableCollection<PackageCardViewModel> PackageCards { get; } =
         new ObservableCollectionExtended<PackageCardViewModel>();
 
+    [ObservableProperty]
+    private bool isAddPackageTeachingTipOpen;
+
     private DispatcherTimer timer;
 
     public MainPackageManagerViewModel(
@@ -112,11 +116,13 @@ private void OnOneClickInstallFinished(object? sender, bool e)
     public void SetPackages(IEnumerable<InstalledPackage> packages)
     {
         installedPackages.Edit(s => s.Load(packages));
+        UpdateAddPackageTeachingTip();
     }
 
     public void SetUnknownPackages(IEnumerable<InstalledPackage> packages)
     {
         unknownInstalledPackages.Edit(s => s.Load(packages));
+        UpdateAddPackageTeachingTip();
     }
 
     protected override async Task OnInitialLoadedAsync()
@@ -151,7 +157,9 @@ public override async Task OnLoadedAsync()
         if (Design.IsDesignMode || !settingsManager.IsLibraryDirSet)
             return;
 
+        IsAddPackageTeachingTipOpen = false;
         await LoadPackages();
+        UpdateAddPackageTeachingTip();
 
         timer.Start();
     }
@@ -164,6 +172,7 @@ public override void OnUnloaded()
 
     public void ShowInstallDialog(BasePackage? selectedPackage = null)
     {
+        IsAddPackageTeachingTipOpen = false;
         NavigateToSubPage(typeof(PackageInstallBrowserViewModel));
     }
 
@@ -237,6 +246,11 @@ private void NavigateToSubPage(Type viewModelType)
         );
     }
 
+    private void UpdateAddPackageTeachingTip()
+    {
+        IsAddPackageTeachingTipOpen = Packages.Count == 0;
+    }
+
     private void OnInstalledPackagesChanged(object? sender, EventArgs e) =>
-        OnLoadedAsync().SafeFireAndForget();
+        Dispatcher.UIThread.Post(() => OnLoadedAsync().SafeFireAndForget());
 }
diff --git a/StabilityMatrix.Avalonia/Views/PackageManager/MainPackageManagerView.axaml b/StabilityMatrix.Avalonia/Views/PackageManager/MainPackageManagerView.axaml
index 1080e7f6b..89a0b13e3 100644
--- a/StabilityMatrix.Avalonia/Views/PackageManager/MainPackageManagerView.axaml
+++ b/StabilityMatrix.Avalonia/Views/PackageManager/MainPackageManagerView.axaml
@@ -619,7 +619,7 @@
             Name="TeachingTip1"
             Title="{x:Static lang:Resources.TeachingTip_AddPackageToGetStarted}"
             Grid.Row="0"
-            IsOpen="{Binding !Packages.Count}"
+            IsOpen="{Binding IsAddPackageTeachingTipOpen}"
             PreferredPlacement="Top"
             Target="{Binding #AddPackagesButton}" />
 

From 5c0aa484895a7d6ee9dddf3876455e2b64ba68a2 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 8 Apr 2026 19:24:31 -0700
Subject: [PATCH 120/218] Use InvokeAsync instead of Post

---
 .../ViewModels/PackageManager/MainPackageManagerViewModel.cs    | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/PackageManager/MainPackageManagerViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/PackageManager/MainPackageManagerViewModel.cs
index a04004f9e..8a0e1b034 100644
--- a/StabilityMatrix.Avalonia/ViewModels/PackageManager/MainPackageManagerViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/PackageManager/MainPackageManagerViewModel.cs
@@ -252,5 +252,5 @@ private void UpdateAddPackageTeachingTip()
     }
 
     private void OnInstalledPackagesChanged(object? sender, EventArgs e) =>
-        Dispatcher.UIThread.Post(() => OnLoadedAsync().SafeFireAndForget());
+        Dispatcher.UIThread.InvokeAsync(OnLoadedAsync).SafeFireAndForget();
 }

From 3e7b54ad6f85c3877e8c6afa316c82f78c7aab84 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 8 Apr 2026 22:11:57 -0700
Subject: [PATCH 121/218] Isolate managed Python from inherited shell env

---
 CHANGELOG.md                                  |   3 +-
 StabilityMatrix.Avalonia/Program.cs           |   1 +
 .../Processes/ProcessRunner.cs                | 102 ++++++++++++++-
 .../Core/ProcessRunnerTests.cs                | 120 ++++++++++++++++++
 4 files changed, 221 insertions(+), 5 deletions(-)
 create mode 100644 StabilityMatrix.Tests/Core/ProcessRunnerTests.cs

diff --git a/CHANGELOG.md b/CHANGELOG.md
index edb7962bb..9febdf4df 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -19,6 +19,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Configured portable Git to suppress detached HEAD advice messages
 - Settings file saves are now atomic to prevent corruption from interrupted writes
 ### Fixed
+- Fixed [#1596](https://github.com/LykosAI/StabilityMatrix/issues/1596) - package installs and managed embedded Python startup being poisoned by inherited shell Python activation variables such as `PYTHONHOME`, `PYTHONPATH`, `VIRTUAL_ENV`, and Conda environment variables
 - Fixed downloaded checkpoint going to StableDiffusion folder when a saved download preference existed, even for GGUF files that should always go to DiffusionModels
 - Fixed potential crash when adding metadata to malformed or non-PNG image data in Inference
 - Fixed non-Latin-1 characters (e.g. Japanese, Chinese, Korean, emoji) in image generation parameters being stored in PNG tEXt chunks, violating the PNG specification and causing character corruption (mojibake) in standard-compliant parsers. Non-Latin-1 content now uses spec-compliant iTXt chunks with proper UTF-8 encoding ([#1535](https://github.com/LykosAI/StabilityMatrix/issues/1535))
@@ -2466,4 +2467,4 @@ We also want to give a huge thank you to our dedicated Pioneer-tier Patrons: **t
 - Fixed crash on exit
 - Fixed updating from versions prior to 2.x.x
 - Fixed page duplication memory leak that caused increased memory usage when switching between pages
-- Package page launch button will now navigate and launch the package, instead of just navigating to launch page
\ No newline at end of file
+- Package page launch button will now navigate and launch the package, instead of just navigating to launch page
diff --git a/StabilityMatrix.Avalonia/Program.cs b/StabilityMatrix.Avalonia/Program.cs
index 9cb5014a1..2853ae527 100644
--- a/StabilityMatrix.Avalonia/Program.cs
+++ b/StabilityMatrix.Avalonia/Program.cs
@@ -61,6 +61,7 @@ public static class Program
     public static void Main(string[] args)
     {
         StartupTimer.Start();
+        ProcessRunner.SanitizeCurrentProcessPythonEnvironment();
 
         SetDebugBuild();
 
diff --git a/StabilityMatrix.Core/Processes/ProcessRunner.cs b/StabilityMatrix.Core/Processes/ProcessRunner.cs
index 51a6bb480..a7d976f88 100644
--- a/StabilityMatrix.Core/Processes/ProcessRunner.cs
+++ b/StabilityMatrix.Core/Processes/ProcessRunner.cs
@@ -10,6 +10,100 @@ public static class ProcessRunner
 {
     private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
 
+    // Managed Python/uv subprocesses should not inherit ambient Python/venv activation state.
+    private static readonly string[] PythonEnvironmentVariablesToSanitize =
+    [
+        "PYTHONHOME",
+        "PYTHONPATH",
+        "PYTHONSTARTUP",
+        "PYTHONUSERBASE",
+        "PYTHONEXECUTABLE",
+        "__PYVENV_LAUNCHER__",
+        "VIRTUAL_ENV",
+        "CONDA_PREFIX",
+        "CONDA_DEFAULT_ENV",
+    ];
+
+    public static void SanitizeCurrentProcessPythonEnvironment(bool setNoUserSite = true)
+    {
+        var removedKeys = new List<string>();
+        foreach (var key in PythonEnvironmentVariablesToSanitize)
+        {
+            if (Environment.GetEnvironmentVariable(key, EnvironmentVariableTarget.Process) is null)
+                continue;
+
+            Environment.SetEnvironmentVariable(key, null, EnvironmentVariableTarget.Process);
+            removedKeys.Add(key);
+        }
+
+        if (setNoUserSite)
+        {
+            Environment.SetEnvironmentVariable("PYTHONNOUSERSITE", "1", EnvironmentVariableTarget.Process);
+        }
+
+        if (removedKeys.Count > 0)
+        {
+            Logger.Debug(
+                "Removed inherited Python environment variables from current process: [{Keys}]",
+                string.Join(", ", removedKeys)
+            );
+        }
+    }
+
+    internal static void PrepareEnvironment(
+        ProcessStartInfo info,
+        string fileName,
+        IEnumerable<KeyValuePair<string, string>>? environmentVariables
+    )
+    {
+        if (UsesPythonRuntime(fileName))
+        {
+            var explicitKeys =
+                environmentVariables?.Select(kvp => kvp.Key).ToHashSet(StringComparer.OrdinalIgnoreCase)
+                ?? [];
+
+            var removedKeys = new List<string>();
+            foreach (var key in PythonEnvironmentVariablesToSanitize)
+            {
+                if (explicitKeys.Contains(key))
+                    continue;
+
+                if (info.Environment.Remove(key))
+                {
+                    removedKeys.Add(key);
+                }
+            }
+
+            if (!explicitKeys.Contains("PYTHONNOUSERSITE"))
+            {
+                info.Environment["PYTHONNOUSERSITE"] = "1";
+            }
+
+            if (removedKeys.Count > 0)
+            {
+                Logger.Debug(
+                    "Removed inherited Python environment variables: [{Keys}]",
+                    string.Join(", ", removedKeys)
+                );
+            }
+        }
+
+        ApplyEnvironmentVariables(info, environmentVariables);
+    }
+
+    internal static bool UsesPythonRuntime(string fileName)
+    {
+        var executableName = Path.GetFileNameWithoutExtension(fileName);
+        if (string.IsNullOrWhiteSpace(executableName))
+            return false;
+
+        return executableName.StartsWith("python", StringComparison.OrdinalIgnoreCase)
+            || executableName.StartsWith("pypy", StringComparison.OrdinalIgnoreCase)
+            || executableName.StartsWith("pip", StringComparison.OrdinalIgnoreCase)
+            || executableName.Equals("uv", StringComparison.OrdinalIgnoreCase)
+            || executableName.Equals("uvx", StringComparison.OrdinalIgnoreCase);
+    }
+
     private static void ApplyEnvironmentVariables(
         ProcessStartInfo info,
         IEnumerable<KeyValuePair<string, string>>? environmentVariables
@@ -190,7 +284,7 @@ public static async Task<string> GetProcessOutputAsync(
             CreateNoWindow = true,
         };
 
-        ApplyEnvironmentVariables(info, environmentVariables);
+        PrepareEnvironment(info, fileName, environmentVariables);
 
         if (workingDirectory != null)
         {
@@ -233,7 +327,7 @@ public static async Task<ProcessResult> GetProcessResultAsync(
             info.StandardErrorEncoding = Encoding.UTF8;
         }
 
-        ApplyEnvironmentVariables(info, environmentVariables);
+        PrepareEnvironment(info, fileName, environmentVariables);
 
         if (workingDirectory != null)
         {
@@ -306,7 +400,7 @@ public static async Task<ProcessResult> GetAnsiProcessResultAsync(
             CreateNoWindow = true,
         };
 
-        ApplyEnvironmentVariables(info, environmentVariables);
+        PrepareEnvironment(info, fileName, environmentVariables);
 
         if (workingDirectory != null)
         {
@@ -423,7 +517,7 @@ public static Process StartProcess(
             CreateNoWindow = true,
         };
 
-        ApplyEnvironmentVariables(info, environmentVariables);
+        PrepareEnvironment(info, fileName, environmentVariables);
 
         if (workingDirectory != null)
         {
diff --git a/StabilityMatrix.Tests/Core/ProcessRunnerTests.cs b/StabilityMatrix.Tests/Core/ProcessRunnerTests.cs
new file mode 100644
index 000000000..9309303f9
--- /dev/null
+++ b/StabilityMatrix.Tests/Core/ProcessRunnerTests.cs
@@ -0,0 +1,120 @@
+using System.Diagnostics;
+using StabilityMatrix.Core.Processes;
+
+namespace StabilityMatrix.Tests.Core;
+
+[TestClass]
+public class ProcessRunnerTests
+{
+    [TestMethod]
+    public void PrepareEnvironment_SanitizesInheritedPythonVariables_ForPythonProcesses()
+    {
+        var info = new ProcessStartInfo();
+        info.Environment["PYTHONHOME"] = @"C:\host\python";
+        info.Environment["PYTHONPATH"] = @"C:\host\packages";
+        info.Environment["VIRTUAL_ENV"] = @"C:\host\venv";
+        info.Environment["CONDA_PREFIX"] = @"C:\host\conda";
+
+        ProcessRunner.PrepareEnvironment(info, "python.exe", null);
+
+        Assert.IsFalse(info.Environment.ContainsKey("PYTHONHOME"));
+        Assert.IsFalse(info.Environment.ContainsKey("PYTHONPATH"));
+        Assert.IsFalse(info.Environment.ContainsKey("VIRTUAL_ENV"));
+        Assert.IsFalse(info.Environment.ContainsKey("CONDA_PREFIX"));
+        Assert.AreEqual("1", info.Environment["PYTHONNOUSERSITE"]);
+    }
+
+    [TestMethod]
+    public void PrepareEnvironment_PreservesExplicitPythonOverrides()
+    {
+        var info = new ProcessStartInfo();
+        info.Environment["PYTHONHOME"] = @"C:\host\python";
+        info.Environment["PYTHONPATH"] = @"C:\host\packages";
+        info.Environment["VIRTUAL_ENV"] = @"C:\host\venv";
+        info.Environment["PYTHONNOUSERSITE"] = "1";
+
+        var explicitEnvironment = new Dictionary<string, string>
+        {
+            ["PYTHONPATH"] = @"C:\package\pythonpath",
+            ["VIRTUAL_ENV"] = @"C:\package\venv",
+            ["PYTHONNOUSERSITE"] = "0",
+        };
+
+        ProcessRunner.PrepareEnvironment(info, "uv.exe", explicitEnvironment);
+
+        Assert.IsFalse(info.Environment.ContainsKey("PYTHONHOME"));
+        Assert.AreEqual(@"C:\package\pythonpath", info.Environment["PYTHONPATH"]);
+        Assert.AreEqual(@"C:\package\venv", info.Environment["VIRTUAL_ENV"]);
+        Assert.AreEqual("0", info.Environment["PYTHONNOUSERSITE"]);
+    }
+
+    [TestMethod]
+    public void PrepareEnvironment_LeavesNonPythonProcessesUntouched()
+    {
+        var info = new ProcessStartInfo();
+        info.Environment["PYTHONHOME"] = @"C:\host\python";
+
+        ProcessRunner.PrepareEnvironment(info, "git.exe", null);
+
+        Assert.AreEqual(@"C:\host\python", info.Environment["PYTHONHOME"]);
+        Assert.IsFalse(info.Environment.ContainsKey("PYTHONNOUSERSITE"));
+    }
+
+    [TestMethod]
+    public void SanitizeCurrentProcessPythonEnvironment_RemovesInheritedValues()
+    {
+        const string pythonHome = @"C:\host\python";
+        const string pythonPath = @"C:\host\packages";
+
+        var originalPythonHome = Environment.GetEnvironmentVariable(
+            "PYTHONHOME",
+            EnvironmentVariableTarget.Process
+        );
+        var originalPythonPath = Environment.GetEnvironmentVariable(
+            "PYTHONPATH",
+            EnvironmentVariableTarget.Process
+        );
+        var originalPythonNoUserSite = Environment.GetEnvironmentVariable(
+            "PYTHONNOUSERSITE",
+            EnvironmentVariableTarget.Process
+        );
+
+        try
+        {
+            Environment.SetEnvironmentVariable("PYTHONHOME", pythonHome, EnvironmentVariableTarget.Process);
+            Environment.SetEnvironmentVariable("PYTHONPATH", pythonPath, EnvironmentVariableTarget.Process);
+            Environment.SetEnvironmentVariable("PYTHONNOUSERSITE", null, EnvironmentVariableTarget.Process);
+
+            ProcessRunner.SanitizeCurrentProcessPythonEnvironment();
+
+            Assert.IsNull(
+                Environment.GetEnvironmentVariable("PYTHONHOME", EnvironmentVariableTarget.Process)
+            );
+            Assert.IsNull(
+                Environment.GetEnvironmentVariable("PYTHONPATH", EnvironmentVariableTarget.Process)
+            );
+            Assert.AreEqual(
+                "1",
+                Environment.GetEnvironmentVariable("PYTHONNOUSERSITE", EnvironmentVariableTarget.Process)
+            );
+        }
+        finally
+        {
+            Environment.SetEnvironmentVariable(
+                "PYTHONHOME",
+                originalPythonHome,
+                EnvironmentVariableTarget.Process
+            );
+            Environment.SetEnvironmentVariable(
+                "PYTHONPATH",
+                originalPythonPath,
+                EnvironmentVariableTarget.Process
+            );
+            Environment.SetEnvironmentVariable(
+                "PYTHONNOUSERSITE",
+                originalPythonNoUserSite,
+                EnvironmentVariableTarget.Process
+            );
+        }
+    }
+}

From 772276b841a4a49b0d69b4d73254db26ae6e876c Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 8 Apr 2026 22:13:49 -0700
Subject: [PATCH 122/218] Note package teaching tip fix in changelog

---
 CHANGELOG.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 9febdf4df..50dabf605 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -20,6 +20,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Settings file saves are now atomic to prevent corruption from interrupted writes
 ### Fixed
 - Fixed [#1596](https://github.com/LykosAI/StabilityMatrix/issues/1596) - package installs and managed embedded Python startup being poisoned by inherited shell Python activation variables such as `PYTHONHOME`, `PYTHONPATH`, `VIRTUAL_ENV`, and Conda environment variables
+- Fixed the Package Manager "Add Package" teaching tip opening inopportunely while packages were still loading or after opening the add-package dialog
 - Fixed downloaded checkpoint going to StableDiffusion folder when a saved download preference existed, even for GGUF files that should always go to DiffusionModels
 - Fixed potential crash when adding metadata to malformed or non-PNG image data in Inference
 - Fixed non-Latin-1 characters (e.g. Japanese, Chinese, Korean, emoji) in image generation parameters being stored in PNG tEXt chunks, violating the PNG specification and causing character corruption (mojibake) in standard-compliant parsers. Non-Latin-1 content now uses spec-compliant iTXt chunks with proper UTF-8 encoding ([#1535](https://github.com/LykosAI/StabilityMatrix/issues/1535))

From c1352850f8f89e7dfe7c7007f835b344dbd29c44 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Thu, 9 Apr 2026 13:21:17 -0700
Subject: [PATCH 123/218] Add MembershipUrl

---
 StabilityMatrix.Avalonia/Assets.cs | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/StabilityMatrix.Avalonia/Assets.cs b/StabilityMatrix.Avalonia/Assets.cs
index b5f5287d5..236c610cc 100644
--- a/StabilityMatrix.Avalonia/Assets.cs
+++ b/StabilityMatrix.Avalonia/Assets.cs
@@ -196,6 +196,8 @@ internal static class Assets
 
     public static Uri PatreonUrl { get; } = new("https://patreon.com/StabilityMatrix");
 
+    public static Uri MembershipUrl { get; } = new("https://lykos.ai/membership?ref=a1");
+
     public static Uri CivitAIUrl { get; } = new("https://civitai.com");
 
     public static Uri LykosForgotPasswordUrl { get; } = new("https://lykos.ai/forgot-password");

From f543151a7cff32d77a965cb2edec15d675042312 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Thu, 9 Apr 2026 13:24:35 -0700
Subject: [PATCH 124/218] Update & Rename Patreon footer item

---
 StabilityMatrix.Avalonia/Views/MainWindow.axaml    | 10 +++++-----
 StabilityMatrix.Avalonia/Views/MainWindow.axaml.cs |  4 ++--
 2 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Views/MainWindow.axaml b/StabilityMatrix.Avalonia/Views/MainWindow.axaml
index 8c53630cd..28a973687 100644
--- a/StabilityMatrix.Avalonia/Views/MainWindow.axaml
+++ b/StabilityMatrix.Avalonia/Views/MainWindow.axaml
@@ -119,13 +119,13 @@
                         </ui:NavigationViewItem.IconSource>
                     </ui:NavigationViewItem>
 
-                    <!--  Patreon  -->
+                    <!--  Support Us  -->
                     <ui:NavigationViewItem
-                        Name="PatreonPatreonItem"
-                        Content="{x:Static lang:Resources.Label_BecomeAPatron}"
-                        Tapped="PatreonPatreonItem_OnTapped">
+                        Name="FooterSupportItem"
+                        Content="{x:Static lang:Resources.Label_SupportUs}"
+                        Tapped="FooterSupportItem_OnTapped">
                         <ui:NavigationViewItem.IconSource>
-                            <ui:ImageIconSource Source="{StaticResource BrandsPatreonSymbolWhite}" />
+                            <fluentIcons:SymbolIconSource IconVariant="Filled" Symbol="Heart" />
                         </ui:NavigationViewItem.IconSource>
                     </ui:NavigationViewItem>
 
diff --git a/StabilityMatrix.Avalonia/Views/MainWindow.axaml.cs b/StabilityMatrix.Avalonia/Views/MainWindow.axaml.cs
index 1b3c4d5fa..dc51d0f15 100644
--- a/StabilityMatrix.Avalonia/Views/MainWindow.axaml.cs
+++ b/StabilityMatrix.Avalonia/Views/MainWindow.axaml.cs
@@ -535,9 +535,9 @@ private void FooterDiscordItem_OnTapped(object? sender, TappedEventArgs e)
         ProcessRunner.OpenUrl(Assets.DiscordServerUrl);
     }
 
-    private void PatreonPatreonItem_OnTapped(object? sender, TappedEventArgs e)
+    private void FooterSupportItem_OnTapped(object? sender, TappedEventArgs e)
     {
-        ProcessRunner.OpenUrl(Assets.PatreonUrl);
+        ProcessRunner.OpenUrl(Assets.MembershipUrl);
     }
 
     private void TopLevel_OnBackRequested(object? sender, RoutedEventArgs e)

From 7836a4708fd14bb7b9ff4628b5af9f468f230248 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Thu, 9 Apr 2026 14:09:24 -0700
Subject: [PATCH 125/218] Replace Patreon references with Lykos/membership

Generalize sponsorship UI from Patreon to Lykos/membership. Renamed IsPatreonConnected to IsLykosConnected and updated constructor to use status.IsConnected. Renamed OpenSupportUrl to OpenMembershipUrl and replaced the hardcoded Patreon URL with Assets.MembershipUrl; updated usages to OpenMembershipUrlCommand. Updated SponsorshipPromptDialog.axaml to use the Lykos prompt resource, bind IsOpen to !IsLykosConnected, and replace the Patreon brand icon with a filled PersonCircle SymbolIconSource.
---
 .../Dialogs/SponsorshipPromptViewModel.cs          | 14 +++++++-------
 .../Views/Dialogs/SponsorshipPromptDialog.axaml    |  6 +++---
 2 files changed, 10 insertions(+), 10 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/SponsorshipPromptViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/SponsorshipPromptViewModel.cs
index aed516c2d..48a89f159 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/SponsorshipPromptViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/SponsorshipPromptViewModel.cs
@@ -37,7 +37,7 @@ INavigationService<SettingsViewModel> settingsNavService
     private string? featureText;
 
     [ObservableProperty]
-    private bool isPatreonConnected;
+    private bool isLykosConnected;
 
     [ObservableProperty]
     private bool isExistingSupporter;
@@ -48,7 +48,7 @@ public void Initialize(
         string? requiredTier = null
     )
     {
-        IsPatreonConnected = status.IsPatreonConnected;
+        IsLykosConnected = status.IsConnected;
         IsExistingSupporter = status.IsActiveSupporter;
 
         if (string.IsNullOrEmpty(requiredTier))
@@ -72,9 +72,9 @@ private async Task NavigateToAccountSettings()
 
     [Localizable(false)]
     [RelayCommand]
-    private static void OpenSupportUrl()
+    private static void OpenMembershipUrl()
     {
-        ProcessRunner.OpenUrl("https://www.patreon.com/join/StabilityMatrix");
+        ProcessRunner.OpenUrl(Assets.MembershipUrl);
     }
 
     public override TaskDialog GetDialog()
@@ -86,13 +86,13 @@ public override TaskDialog GetDialog()
             {
                 Text = Resources.Action_ViewSupportOptions,
                 IsDefault = true,
-                Command = OpenSupportUrlCommand
+                Command = OpenMembershipUrlCommand,
             },
             new TaskDialogButton
             {
                 Text = Resources.Action_MaybeLater,
-                DialogResult = TaskDialogStandardResult.Close
-            }
+                DialogResult = TaskDialogStandardResult.Close,
+            },
         ];
         return dialog;
     }
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/SponsorshipPromptDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/SponsorshipPromptDialog.axaml
index 105d006db..a1c57dedc 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/SponsorshipPromptDialog.axaml
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/SponsorshipPromptDialog.axaml
@@ -102,11 +102,11 @@
             Markdown="{Binding FeatureText}" />
 
         <ui:InfoBar
-            Title="{x:Static lang:Resources.Sponsorship_ConnectPatreonPrompt}"
+            Title="{x:Static lang:Resources.Sponsorship_ConnectLykosPrompt}"
             IsClosable="False"
-            IsOpen="{Binding !IsPatreonConnected}">
+            IsOpen="{Binding !IsLykosConnected}">
             <ui:InfoBar.IconSource>
-                <ui:ImageIconSource Source="{StaticResource BrandsPatreonSymbolWhite}" />
+                <fluentIcons:SymbolIconSource IconVariant="Filled" Symbol="PersonCircle" />
             </ui:InfoBar.IconSource>
             <ui:InfoBar.ActionButton>
                 <Button Command="{Binding NavigateToAccountSettingsCommand}" Content="{x:Static lang:Resources.Label_AccountSettings}" />

From ceb5d5427e76270458c0eee70c9f89fd0e4e03c6 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 9 Apr 2026 19:13:08 -0700
Subject: [PATCH 126/218] Fix setuptools version to avoid runtime issues with
 CLIP imports

---
 CHANGELOG.md                                       | 9 +++++----
 StabilityMatrix.Core/Models/Packages/A3WebUI.cs    | 2 ++
 StabilityMatrix.Core/Models/Packages/SDWebForge.cs | 3 ++-
 StabilityMatrix.Core/Processes/ProcessRunner.cs    | 2 +-
 4 files changed, 10 insertions(+), 6 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 50dabf605..7cf6aa5f9 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -10,7 +10,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Added enable/disable toggle for environment variables in Settings, allowing variables to be temporarily disabled without deleting them
 - Added single-instance window activation signaling so reopening the app restores and focuses the existing desktop window instead of launching a duplicate instance
 - Added notification system with localizable banner and markdown detail dialog UI
-- Added warning in data directory selector when an OneDrive folder is selected
+- Added warning in data directory selector when a OneDrive folder is selected
 - Added support in the Checkpoints page to distinguish standard updates from Early Access-only updates - thanks to @x0x0b!
 - Added torch index for Strix/Gorgon Point Ryzen AI APUs on Windows - thanks to @NeuralFault!
 ### Changed
@@ -19,22 +19,23 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Configured portable Git to suppress detached HEAD advice messages
 - Settings file saves are now atomic to prevent corruption from interrupted writes
 ### Fixed
-- Fixed [#1596](https://github.com/LykosAI/StabilityMatrix/issues/1596) - package installs and managed embedded Python startup being poisoned by inherited shell Python activation variables such as `PYTHONHOME`, `PYTHONPATH`, `VIRTUAL_ENV`, and Conda environment variables
 - Fixed the Package Manager "Add Package" teaching tip opening inopportunely while packages were still loading or after opening the add-package dialog
 - Fixed downloaded checkpoint going to StableDiffusion folder when a saved download preference existed, even for GGUF files that should always go to DiffusionModels
 - Fixed potential crash when adding metadata to malformed or non-PNG image data in Inference
 - Fixed non-Latin-1 characters (e.g. Japanese, Chinese, Korean, emoji) in image generation parameters being stored in PNG tEXt chunks, violating the PNG specification and causing character corruption (mojibake) in standard-compliant parsers. Non-Latin-1 content now uses spec-compliant iTXt chunks with proper UTF-8 encoding ([#1535](https://github.com/LykosAI/StabilityMatrix/issues/1535))
 - Fixed an issue where `Align Your Steps` scheduler and Unet Loader workflows ignored Regional Prompting (and other addon) conditioning modifiers.
-- Potentially fixed [#1578](https://github.com/LykosAI/StabilityMatrix/issues/1578) - `SocketException: Address already in use` on Linux startup by cleaning stale interprocess socket files and reactivating the existing window
 - Fixed bold text not rendering in markdown dialogs on Windows 11 due to Avalonia 11.3.x variable font regression with Segoe UI Variable Text
 - Fixed Japanese text appearing compressed/squished in markdown dialogs by ensuring the bundled NotoSansJP font is used for CTextBlock rendering
 - Fixed ContentDialog title and buttons not using the correct font for Japanese locale (NotoSansJP) when shown as overlay
 - Added missing `CBold` and `CItalic` inline styles to the markdown style sheet
-- Fixed download progress bar showing 100% immediately for fresh downloads due to missing Content-Length fallback when Content-Range header is absent
 - Fixed downloads failing with "The request message was already sent" when the server doesn't return Content-Length on the first attempt, caused by reusing a consumed HttpRequestMessage in the retry loop
 - Fixed downloads from sources that redirect to CivitAI/HuggingFace (e.g. CivArchive) failing with Unauthorized by resolving the redirect target URL and applying auth headers for the correct domain
 - Fixed dropdown menu overlayed in Inference UI Model Cards not being scrollable on Linux - thanks to @NeuralFault!
+- Fixed [#1598](https://github.com/LykosAI/StabilityMatrix/issues/1598) - download progress bar showing 100% immediately for fresh downloads due to missing Content-Length fallback when Content-Range header is absent
+- Fixed [#1597](https://github.com/LykosAI/StabilityMatrix/issues/1597) - reForge launch failing due to setuptools version
+- Fixed [#1596](https://github.com/LykosAI/StabilityMatrix/issues/1596) - package installs and managed embedded Python startup being poisoned by inherited shell Python activation variables such as `PYTHONHOME`, `PYTHONPATH`, `VIRTUAL_ENV`, and Conda environment variables
 - Fixed [#1590](https://github.com/LykosAI/StabilityMatrix/issues/1590) - Startup crash when settings file is corrupted. Settings files are now self-healing with automatic recovery from null bytes, truncated JSON, and missing brackets
+- Potentially fixed [#1578](https://github.com/LykosAI/StabilityMatrix/issues/1578) - `SocketException: Address already in use` on Linux startup by cleaning stale interprocess socket files and reactivating the existing window
 - Fixed [#1397](https://github.com/LykosAI/StabilityMatrix/issues/1397), [#610](https://github.com/LykosAI/StabilityMatrix/issues/610) - duplicate pip package entries in results - thanks to @e-nord!
 
 ## v2.16.0-dev.2
diff --git a/StabilityMatrix.Core/Models/Packages/A3WebUI.cs b/StabilityMatrix.Core/Models/Packages/A3WebUI.cs
index 345505bf4..97563833c 100644
--- a/StabilityMatrix.Core/Models/Packages/A3WebUI.cs
+++ b/StabilityMatrix.Core/Models/Packages/A3WebUI.cs
@@ -236,6 +236,8 @@ torchIndex is TorchIndex.Cuda
             [
                 "https://github.com/openai/CLIP/archive/d50d76daa670286dd6cacf3bcd80b5e4823fc8e1.zip",
             ],
+            // CLIP imports pkg_resources.packaging at runtime, which breaks with setuptools 70.x.
+            PostInstallPipArgs = ["setuptools==69.5.1"],
         };
 
         // 2. Execute the standardized installation process.
diff --git a/StabilityMatrix.Core/Models/Packages/SDWebForge.cs b/StabilityMatrix.Core/Models/Packages/SDWebForge.cs
index d2675c431..ef4d806a5 100644
--- a/StabilityMatrix.Core/Models/Packages/SDWebForge.cs
+++ b/StabilityMatrix.Core/Models/Packages/SDWebForge.cs
@@ -197,7 +197,8 @@ torchIndex is TorchIndex.Cuda
             [
                 "https://github.com/openai/CLIP/archive/d50d76daa670286dd6cacf3bcd80b5e4823fc8e1.zip",
             ],
-            PostInstallPipArgs = ["numpy==1.26.4"],
+            // CLIP imports pkg_resources.packaging at runtime, which breaks with setuptools 70.x.
+            PostInstallPipArgs = ["numpy==1.26.4", "setuptools==69.5.1"],
         };
 
         await StandardPipInstallProcessAsync(
diff --git a/StabilityMatrix.Core/Processes/ProcessRunner.cs b/StabilityMatrix.Core/Processes/ProcessRunner.cs
index a7d976f88..1581edebe 100644
--- a/StabilityMatrix.Core/Processes/ProcessRunner.cs
+++ b/StabilityMatrix.Core/Processes/ProcessRunner.cs
@@ -559,7 +559,7 @@ public static AnsiProcess StartAnsiProcess(
             CreateNoWindow = true,
         };
 
-        ApplyEnvironmentVariables(info, environmentVariables);
+        PrepareEnvironment(info, fileName, environmentVariables);
 
         if (workingDirectory != null)
         {

From 415136b0abcf70fa67d333f7e4248f6b373611b4 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Thu, 9 Apr 2026 20:04:16 -0700
Subject: [PATCH 127/218] Add blog post url

---
 StabilityMatrix.Avalonia/Assets.cs | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/StabilityMatrix.Avalonia/Assets.cs b/StabilityMatrix.Avalonia/Assets.cs
index 236c610cc..62047b196 100644
--- a/StabilityMatrix.Avalonia/Assets.cs
+++ b/StabilityMatrix.Avalonia/Assets.cs
@@ -198,6 +198,8 @@ internal static class Assets
 
     public static Uri MembershipUrl { get; } = new("https://lykos.ai/membership?ref=a1");
 
+    public static Uri PatreonBlogPostUrl { get; } = new("https://lykos.ai/blog/patreon-update");
+
     public static Uri CivitAIUrl { get; } = new("https://civitai.com");
 
     public static Uri LykosForgotPasswordUrl { get; } = new("https://lykos.ai/forgot-password");

From bdee024c7cce3eedb6d8245a0de573840360fc5c Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Thu, 9 Apr 2026 20:42:05 -0700
Subject: [PATCH 128/218] Fix ambiguous enum xaml warning

---
 .../Views/Dialogs/LayeredMaskEditorDialog.axaml                | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
index 0a8d00bee..9b4a81e4d 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/LayeredMaskEditorDialog.axaml
@@ -398,12 +398,13 @@
                                                     <!--  Row 0: Core controls and name  -->
                                                     <Grid ColumnDefinitions="Auto,Auto,Auto,Auto,*,Auto">
                                                         <!--  Drag grip icon  -->
+                                                        <!--  Symbol is 'ReOrder' but is ambiguous reference  -->
                                                         <fluentIcons:SymbolIcon
                                                             Margin="4,0,4,0"
                                                             VerticalAlignment="Center"
                                                             FontSize="16"
                                                             Foreground="{DynamicResource TextFillColorTertiaryBrush}"
-                                                            Symbol="ReOrder" />
+                                                            Symbol="990684" />
 
                                                         <!--  Enable for generation  -->
                                                         <ToggleButton

From 611314e7b1672fcebed4c18e4247903fb9834706 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 9 Apr 2026 21:04:07 -0700
Subject: [PATCH 129/218] shoutout chagenlog and download json length fix

---
 CHANGELOG.md                                      | 15 +++++++++++++--
 .../Services/TrackedDownloadService.cs            |  1 +
 2 files changed, 14 insertions(+), 2 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 61cef4df3..ad5e86112 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -13,11 +13,13 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Added warning in data directory selector when a OneDrive folder is selected
 - Added support in the Checkpoints page to distinguish standard updates from Early Access-only updates - thanks to @x0x0b!
 - Added torch index for Strix/Gorgon Point Ryzen AI APUs on Windows - thanks to @NeuralFault!
+- Added retry button to failed downloads - thanks to @NeuralFault!
 ### Changed
 - Improved safetensor checkpoint classification to correctly detect UNet-only models for Wan Video, HiDream, Z-Image, Hunyuan3D, and diffusers-format Flux architectures, ensuring they are routed to the DiffusionModels folder
 - GGUF checkpoint downloads now go directly to the DiffusionModels folder instead of StableDiffusion
 - Configured portable Git to suppress detached HEAD advice messages
 - Settings file saves are now atomic to prevent corruption from interrupted writes
+- Updated torch indexes for A1111, ComfyUI, InvokeAI, and Forge-based UIs to rocm7.2 / cu128 depending on GPU - thanks to @NeuralFault!
 ### Fixed
 - Fixed the Package Manager "Add Package" teaching tip opening inopportunely while packages were still loading or after opening the add-package dialog
 - Fixed downloaded checkpoint going to StableDiffusion folder when a saved download preference existed, even for GGUF files that should always go to DiffusionModels
@@ -31,12 +33,16 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Fixed downloads failing with "The request message was already sent" when the server doesn't return Content-Length on the first attempt, caused by reusing a consumed HttpRequestMessage in the retry loop
 - Fixed downloads from sources that redirect to CivitAI/HuggingFace (e.g. CivArchive) failing with Unauthorized by resolving the redirect target URL and applying auth headers for the correct domain
 - Fixed dropdown menu overlayed in Inference UI Model Cards not being scrollable on Linux - thanks to @NeuralFault!
+- Fixed model downloads failing on VPN connections - thanks to @NeuralFault!
 - Fixed [#1598](https://github.com/LykosAI/StabilityMatrix/issues/1598) - download progress bar showing 100% immediately for fresh downloads due to missing Content-Length fallback when Content-Range header is absent
 - Fixed [#1597](https://github.com/LykosAI/StabilityMatrix/issues/1597) - reForge launch failing due to setuptools version
 - Fixed [#1596](https://github.com/LykosAI/StabilityMatrix/issues/1596) - package installs and managed embedded Python startup being poisoned by inherited shell Python activation variables such as `PYTHONHOME`, `PYTHONPATH`, `VIRTUAL_ENV`, and Conda environment variables
 - Fixed [#1590](https://github.com/LykosAI/StabilityMatrix/issues/1590) - Startup crash when settings file is corrupted. Settings files are now self-healing with automatic recovery from null bytes, truncated JSON, and missing brackets
 - Potentially fixed [#1578](https://github.com/LykosAI/StabilityMatrix/issues/1578) - `SocketException: Address already in use` on Linux startup by cleaning stale interprocess socket files and reactivating the existing window
 - Fixed [#1397](https://github.com/LykosAI/StabilityMatrix/issues/1397), [#610](https://github.com/LykosAI/StabilityMatrix/issues/610) - duplicate pip package entries in results - thanks to @e-nord!
+### Supporters
+#### 🌟 Visionaries
+A heartfelt thank you to our incredible Visionaries: **Waterclouds**, **JungleDragon**, **bluepopsicle**, **Bob S**, and **whudunit** - every feature, fix, and late-night breakthrough in this release carries your fingerprints. A huge welcome to our newest Visionaries **Droolguy** and **snotty** (leveling up from the Pioneer ranks!), a warm welcome back to longtime Visionary **Ibixat**, and an equally huge welcome to **LG**, making their Stability Matrix debut straight at the Visionary tier! You're the reason we can keep building bold things - and an extra-special thank you to everyone now supporting us directly through our new platform. Your trust in this next chapter means the world!
 
 ## v2.16.0-dev.2
 ### Added
@@ -133,8 +139,13 @@ A massive thank you to our esteemed Visionaries: **Waterclouds**, **JungleDragon
 - Fixed [#1590](https://github.com/LykosAI/StabilityMatrix/issues/1590) - Startup crash when settings file is corrupted. Settings files are now self-healing with automatic recovery from null bytes, truncated JSON, and missing brackets
 - Potentially fixed [#1578](https://github.com/LykosAI/StabilityMatrix/issues/1578) - `SocketException: Address already in use` on Linux startup by cleaning stale interprocess socket files and reactivating the existing window
 - Fixed [#1397](https://github.com/LykosAI/StabilityMatrix/issues/1397), [#610](https://github.com/LykosAI/StabilityMatrix/issues/610) - duplicate pip package entries in results - thanks to @e-nord!
-- Fixed [#1596](https://github.com/LykosAI/StabilityMatrix/issues/1596) - package installs and managed embedded Python startup being poisoned by inherited shell Python activation variables such as `PYTHONHOME`, `PYTHONPATH`, `VIRTUAL_ENV`, and Conda environment variables
-- Potentially fixed [#1578](https://github.com/LykosAI/StabilityMatrix/issues/1578) - `SocketException: Address already in use` on Linux startup by cleaning stale interprocess socket files and reactivating the existing window
+### Supporters
+#### 🌟 Visionaries
+Lifting up our legendary Visionaries: **Waterclouds**, **JungleDragon**, **bluepopsicle**, **Bob S**, and **whudunit**. Through every release, every milestone, and every twist of this wild journey, your support has been our north star. A huge welcome to our newest Visionaries **Droolguy** and **snotty** (leveling up from the Pioneer crew!), a warm welcome back to longtime Visionary **Ibixat**, and an equally huge welcome to **LG**, making their Stability Matrix debut straight at the Visionary tier - so glad to have you all on board! We cannot thank you enough for standing behind Stability Matrix!
+#### 🚀 Pioneers
+And to our mighty Pioneer crew - the folks who keep the engine humming - thank you for everything! Massive shoutout to: **Szir777**, **Noah M**, **[USA]TechDude**, **Thom**, **SeraphOfSalem**, **Desert Viber**, **Adam**, **ACTUALLY_the_Real_Willem_Dafoe**, **takyamtom**, **robek**, **Ghislain G**, **Phil R**, **Tundra Everquill**, **Andrew B**, **SinthCore**, and **Ahmed S**. And a very warm welcome to our newest Pioneer **Commissar Lord Death**, plus a heartfelt shoutout to one more new Pioneer who joined us quietly through the Stripe migration - you know who you are, and we're so glad to have you!
+
+And one more heartfelt thank you to everyone now supporting us directly through our new platform - this next chapter wouldn't be possible without your trust, and we're so grateful you've come along for the ride!
 
 ## v2.15.6
 ### Added
diff --git a/StabilityMatrix.Core/Services/TrackedDownloadService.cs b/StabilityMatrix.Core/Services/TrackedDownloadService.cs
index 3db919db4..99ee783be 100644
--- a/StabilityMatrix.Core/Services/TrackedDownloadService.cs
+++ b/StabilityMatrix.Core/Services/TrackedDownloadService.cs
@@ -258,6 +258,7 @@ private void UpdateJsonForDownload(TrackedDownload download)
         var (_, fs) = downloadInfo;
         fs.Seek(0, SeekOrigin.Begin);
         fs.Write(jsonBytes);
+        fs.SetLength(jsonBytes.Length);
         fs.Flush();
     }
 

From 89ddc735599af9cf84226041fdc690fcc463199d Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 9 Apr 2026 21:05:40 -0700
Subject: [PATCH 130/218] more chagenlog

---
 CHANGELOG.md | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index ad5e86112..618cecb25 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -121,8 +121,10 @@ A massive thank you to our esteemed Visionaries: **Waterclouds**, **JungleDragon
 - Added warning in data directory selector when an OneDrive folder is selected
 - Added support in the Checkpoints page to distinguish standard updates from Early Access-only updates - thanks to @x0x0b!
 - Added torch index for Strix/Gorgon Point Ryzen AI APUs on Windows - thanks to @NeuralFault!
+- Added retry button to failed downloads - thanks to @NeuralFault!
 ### Changed
 - Settings file saves are now atomic to prevent corruption from interrupted writes
+- Updated torch indexes for A1111, ComfyUI, InvokeAI, and Forge-based UIs to rocm7.2 / cu128 depending on GPU - thanks to @NeuralFault!
 ### Fixed
 - Fixed an issue where `Align Your Steps` scheduler and Unet Loader workflows ignored Regional Prompting (and other addon) conditioning modifiers.
 - Fixed the Package Manager "Add Package" teaching tip opening inopportunely while packages were still loading or after opening the add-package dialog
@@ -133,6 +135,7 @@ A massive thank you to our esteemed Visionaries: **Waterclouds**, **JungleDragon
 - Fixed downloads failing with "The request message was already sent" when the server doesn't return Content-Length on the first attempt, caused by reusing a consumed HttpRequestMessage in the retry loop
 - Fixed downloads from sources that redirect to CivitAI/HuggingFace (e.g. CivArchive) failing with Unauthorized by resolving the redirect target URL and applying auth headers for the correct domain
 - Fixed dropdown menu overlayed in Inference UI Model Cards not being scrollable on Linux - thanks to @NeuralFault!
+- Fixed model downloads failing on VPN connections - thanks to @NeuralFault!
 - Fixed [#1598](https://github.com/LykosAI/StabilityMatrix/issues/1598) - download progress bar showing 100% immediately for fresh downloads due to missing Content-Length fallback when Content-Range header is absent
 - Fixed [#1597](https://github.com/LykosAI/StabilityMatrix/issues/1597) - reForge launch failing due to setuptools version
 - Fixed [#1596](https://github.com/LykosAI/StabilityMatrix/issues/1596) - package installs and managed embedded Python startup being poisoned by inherited shell Python activation variables such as `PYTHONHOME`, `PYTHONPATH`, `VIRTUAL_ENV`, and Conda environment variables

From 5261b9535d56891b6a8f9cd870326df70e5db2fe Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Thu, 9 Apr 2026 21:17:54 -0700
Subject: [PATCH 131/218] Membership migrations, role badges & localization

Introduce membership and role UI/features for Lykos accounts: add resource strings (resx + designer) for supporter/migration/membership texts and swap two warning resource keys. Extend AccountSettingsViewModel with membership state (tier, badges, contributor logic), ApplyMembershipState, Patreon migration prompt, debug simulation commands, and commands to open membership URLs. Update AccountSettingsPage.axaml and code-behind to render role badges, membership cards/expander, Patreon migration info, and a debug menu. Update generated API (Refitter) to include Stripe and member fields and enhance LykosAccountStatusUpdateEventArgs with HighestTier, DisplayRoles, IsActiveSupporter logic and HasStripeSubscription to support subscription handling.
---
 .../Languages/Resources.Designer.cs           | 324 +++++++++++++++++-
 .../Languages/Resources.de.resx               |  62 +++-
 .../Languages/Resources.fr-FR.resx            |  62 +++-
 .../Languages/Resources.ja-JP.resx            |  60 ++++
 .../Languages/Resources.ko-KR.resx            |  60 ++++
 .../Languages/Resources.resx                  | 102 ++++++
 .../Settings/AccountSettingsViewModel.cs      | 241 ++++++++++++-
 .../Views/Settings/AccountSettingsPage.axaml  | 241 +++++++++++--
 .../Settings/AccountSettingsPage.axaml.cs     |  51 ++-
 .../Api/LykosAuthApi/Generated/Refitter.g.cs  |  19 +-
 .../LykosAccountStatusUpdateEventArgs.cs      |  23 +-
 11 files changed, 1186 insertions(+), 59 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs b/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs
index 96a5f3fc9..52dfb8864 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs
+++ b/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs
@@ -86,6 +86,15 @@ public static string Action_AddPackage {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Become a Supporter.
+        /// </summary>
+        public static string Action_BecomeSupporter {
+            get {
+                return ResourceManager.GetString("Action_BecomeSupporter", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Cancel.
         /// </summary>
@@ -203,6 +212,15 @@ public static string Action_CopyTriggerWords {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Copy User ID.
+        /// </summary>
+        public static string Action_CopyUserId {
+            get {
+                return ResourceManager.GetString("Action_CopyUserId", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Delete.
         /// </summary>
@@ -257,6 +275,15 @@ public static string Action_Edit {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Edit Profile Image on Gravatar.
+        /// </summary>
+        public static string Action_EditGravatar {
+            get {
+                return ResourceManager.GetString("Action_EditGravatar", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Enable.
         /// </summary>
@@ -329,6 +356,15 @@ public static string Action_Launch {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Learn More.
+        /// </summary>
+        public static string Action_LearnMore {
+            get {
+                return ResourceManager.GetString("Action_LearnMore", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Login.
         /// </summary>
@@ -338,6 +374,24 @@ public static string Action_Login {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Manage your Lykos Account.
+        /// </summary>
+        public static string Action_ManageLykosAccount {
+            get {
+                return ResourceManager.GetString("Action_ManageLykosAccount", resourceCulture);
+            }
+        }
+        
+        /// <summary>
+        ///   Looks up a localized string similar to Manage Membership.
+        /// </summary>
+        public static string Action_ManageMembership {
+            get {
+                return ResourceManager.GetString("Action_ManageMembership", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Maybe Later.
         /// </summary>
@@ -347,6 +401,15 @@ public static string Action_MaybeLater {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Migrate Now.
+        /// </summary>
+        public static string Action_MigrateNow {
+            get {
+                return ResourceManager.GetString("Action_MigrateNow", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Move to Trash.
         /// </summary>
@@ -803,6 +866,24 @@ public static string Error_PleaseSelectDownloadLocation {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Your Patreon benefits continue through {0}..
+        /// </summary>
+        public static string InfoBar_PatreonGracePeriod {
+            get {
+                return ResourceManager.GetString("InfoBar_PatreonGracePeriod", resourceCulture);
+            }
+        }
+        
+        /// <summary>
+        ///   Looks up a localized string similar to You can now move to a direct Lykos membership. Keep your tier and support independent development..
+        /// </summary>
+        public static string InfoBar_PatreonMigration {
+            get {
+                return ResourceManager.GetString("InfoBar_PatreonMigration", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to About.
         /// </summary>
@@ -812,6 +893,15 @@ public static string Label_About {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to About Account Credentials.
+        /// </summary>
+        public static string Label_AboutAccountCredentials {
+            get {
+                return ResourceManager.GetString("Label_AboutAccountCredentials", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Accounts.
         /// </summary>
@@ -839,6 +929,15 @@ public static string Label_ActionCannotBeUndone {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to {0} supporter.
+        /// </summary>
+        public static string Label_ActiveSupporterTier {
+            get {
+                return ResourceManager.GetString("Label_ActiveSupporterTier", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Addons.
         /// </summary>
@@ -1082,6 +1181,15 @@ public static string Label_BecomeAPatron {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Benefits.
+        /// </summary>
+        public static string Label_Benefits {
+            get {
+                return ResourceManager.GetString("Label_Benefits", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Beta.
         /// </summary>
@@ -1208,6 +1316,15 @@ public static string Label_CivitAiLoginRequired {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Connect to download models that require login from CivitAI.
+        /// </summary>
+        public static string Label_CivitAIOffDescription {
+            get {
+                return ResourceManager.GetString("Label_CivitAIOffDescription", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Clipping Mask.
         /// </summary>
@@ -1280,6 +1397,15 @@ public static string Label_Commit {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Community.
+        /// </summary>
+        public static string Label_Community {
+            get {
+                return ResourceManager.GetString("Label_Community", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Replace underscores with spaces when inserting completions.
         /// </summary>
@@ -1379,6 +1505,15 @@ public static string Label_ConnectingEllipsis {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Connect Patreon Account.
+        /// </summary>
+        public static string Label_ConnectPatreonAccount {
+            get {
+                return ResourceManager.GetString("Label_ConnectPatreonAccount", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Console.
         /// </summary>
@@ -1397,6 +1532,24 @@ public static string Label_ConsolidateExplanation {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to You have contributor access.
+        /// </summary>
+        public static string Label_ContributorAccess {
+            get {
+                return ResourceManager.GetString("Label_ContributorAccess", resourceCulture);
+            }
+        }
+        
+        /// <summary>
+        ///   Looks up a localized string similar to You have contributor access to preview and dev release channels..
+        /// </summary>
+        public static string Label_ContributorAccessDescription {
+            get {
+                return ResourceManager.GetString("Label_ContributorAccessDescription", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Control Steps.
         /// </summary>
@@ -1433,6 +1586,19 @@ public static string Label_CreateExtensionPackExplanation {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Account credentials and tokens are stored locally on your computer, with at-rest AES encryption.
+        ///
+        ///If you make changes to your computer hardware, you may need to re-login to your accounts.
+        ///
+        ///Account tokens will not be viewable after saving, please make a note of them if you need to use them elsewhere..
+        /// </summary>
+        public static string Label_CredentialsStorageNotice {
+            get {
+                return ResourceManager.GetString("Label_CredentialsStorageNotice", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Current directory:.
         /// </summary>
@@ -1622,6 +1788,15 @@ public static string Label_EarlyAccessModels {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Early Access Update Available.
+        /// </summary>
+        public static string Label_EarlyAccessUpdateAvailable {
+            get {
+                return ResourceManager.GetString("Label_EarlyAccessUpdateAvailable", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Edit Model Metadata.
         /// </summary>
@@ -1856,6 +2031,15 @@ public static string Label_Frames {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Add your Gemini API key to use Nano Banana in the Image Lab for image generation.
+        /// </summary>
+        public static string Label_GeminiOffDescription {
+            get {
+                return ResourceManager.GetString("Label_GeminiOffDescription", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to General.
         /// </summary>
@@ -1937,6 +2121,24 @@ public static string Label_HuggingFaceLoginRequired {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Connect to download models that require login from Hugging Face.
+        /// </summary>
+        public static string Label_HuggingFaceOffDescription {
+            get {
+                return ResourceManager.GetString("Label_HuggingFaceOffDescription", resourceCulture);
+            }
+        }
+        
+        /// <summary>
+        ///   Looks up a localized string similar to Image Generation APIs.
+        /// </summary>
+        public static string Label_ImageGenerationApis {
+            get {
+                return ResourceManager.GetString("Label_ImageGenerationApis", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Image Hidden.
         /// </summary>
@@ -2180,6 +2382,15 @@ public static string Label_LastUpdatedAt {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Legacy Connections.
+        /// </summary>
+        public static string Label_LegacyConnections {
+            get {
+                return ResourceManager.GetString("Label_LegacyConnections", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Let&apos;s get started.
         /// </summary>
@@ -2252,6 +2463,15 @@ public static string Label_Lossless {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Manage connected features in Stability Matrix.
+        /// </summary>
+        public static string Label_LykosOffDescription {
+            get {
+                return ResourceManager.GetString("Label_LykosOffDescription", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Max Size.
         /// </summary>
@@ -2261,6 +2481,15 @@ public static string Label_MaxSize {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Membership.
+        /// </summary>
+        public static string Label_Membership {
+            get {
+                return ResourceManager.GetString("Label_Membership", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Min CFG.
         /// </summary>
@@ -2657,6 +2886,24 @@ public static string Label_Password {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Patreon is no longer used for new memberships. Existing connections remain valid during the transition..
+        /// </summary>
+        public static string Label_PatreonLegacyDescription {
+            get {
+                return ResourceManager.GetString("Label_PatreonLegacyDescription", resourceCulture);
+            }
+        }
+        
+        /// <summary>
+        ///   Looks up a localized string similar to Access preview and dev release channels for auto-updates.
+        /// </summary>
+        public static string Label_PatreonOffDescription {
+            get {
+                return ResourceManager.GetString("Label_PatreonOffDescription", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Please choose a different name or select a different install location..
         /// </summary>
@@ -3170,6 +3417,33 @@ public static string Label_Strength {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Support open-source development and get access to additional features and community perks..
+        /// </summary>
+        public static string Label_SupporterCTA {
+            get {
+                return ResourceManager.GetString("Label_SupporterCTA", resourceCulture);
+            }
+        }
+        
+        /// <summary>
+        ///   Looks up a localized string similar to Supporting since.
+        /// </summary>
+        public static string Label_SupportingSince {
+            get {
+                return ResourceManager.GetString("Label_SupportingSince", resourceCulture);
+            }
+        }
+        
+        /// <summary>
+        ///   Looks up a localized string similar to Support Us.
+        /// </summary>
+        public static string Label_SupportUs {
+            get {
+                return ResourceManager.GetString("Label_SupportUs", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to System.
         /// </summary>
@@ -3215,6 +3489,24 @@ public static string Label_TextToImage {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Thanks for building with us 💙.
+        /// </summary>
+        public static string Label_ThankYouContributor {
+            get {
+                return ResourceManager.GetString("Label_ThankYouContributor", resourceCulture);
+            }
+        }
+        
+        /// <summary>
+        ///   Looks up a localized string similar to Thank you for supporting Stability Matrix 💙.
+        /// </summary>
+        public static string Label_ThankYouSupporter {
+            get {
+                return ResourceManager.GetString("Label_ThankYouSupporter", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Theme.
         /// </summary>
@@ -3304,15 +3596,6 @@ public static string Label_UpdateAvailable {
                 return ResourceManager.GetString("Label_UpdateAvailable", resourceCulture);
             }
         }
-
-        /// <summary>
-        ///   Looks up a localized string similar to Early Access Update Available.
-        /// </summary>
-        public static string Label_EarlyAccessUpdateAvailable {
-            get {
-                return ResourceManager.GetString("Label_EarlyAccessUpdateAvailable", resourceCulture);
-            }
-        }
         
         /// <summary>
         ///   Looks up a localized string similar to Updates.
@@ -3707,6 +3990,15 @@ public static string PromptAmplifier_Disclaimer {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Sign in with your Lykos account to activate your membership benefits..
+        /// </summary>
+        public static string Sponsorship_ConnectLykosPrompt {
+            get {
+                return ResourceManager.GetString("Sponsorship_ConnectLykosPrompt", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to If you&apos;re already supporting us on Patreon, please link your account to continue..
         /// </summary>
@@ -4130,20 +4422,20 @@ public static string ValidationError_PackageExists {
         }
         
         /// <summary>
-        ///   Looks up a localized string similar to PLEASE EXTRACT THE APP FROM THE ZIP FILE BEFORE RUNNING STABILITY MATRIX.
+        ///   Looks up a localized string similar to OneDrive folders are not recommended: file syncing can break Git, Python venvs, and package installations..
         /// </summary>
-        public static string Warning_PleaseExtractFirst {
+        public static string Warning_OneDriveFolder {
             get {
-                return ResourceManager.GetString("Warning_PleaseExtractFirst", resourceCulture);
+                return ResourceManager.GetString("Warning_OneDriveFolder", resourceCulture);
             }
         }
-
+        
         /// <summary>
-        ///   Looks up a localized string similar to OneDrive folders are not recommended: file syncing can break Git, Python venvs, and package installations..
+        ///   Looks up a localized string similar to PLEASE EXTRACT THE APP FROM THE ZIP FILE BEFORE RUNNING STABILITY MATRIX.
         /// </summary>
-        public static string Warning_OneDriveFolder {
+        public static string Warning_PleaseExtractFirst {
             get {
-                return ResourceManager.GetString("Warning_OneDriveFolder", resourceCulture);
+                return ResourceManager.GetString("Warning_PleaseExtractFirst", resourceCulture);
             }
         }
         
diff --git a/StabilityMatrix.Avalonia/Languages/Resources.de.resx b/StabilityMatrix.Avalonia/Languages/Resources.de.resx
index 25768c814..b547d66fe 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.de.resx
+++ b/StabilityMatrix.Avalonia/Languages/Resources.de.resx
@@ -1022,4 +1022,64 @@
     <value>Beschleunigte Modellsuche</value>
     <comment>Fuzzy</comment>
   </data>
-</root>
\ No newline at end of file
+  <data name="Label_SupportUs" xml:space="preserve">
+    <value>Unterstützen</value>
+  </data>
+  <data name="Label_Membership" xml:space="preserve">
+    <value>Mitgliedschaft</value>
+  </data>
+  <data name="Action_ManageMembership" xml:space="preserve">
+    <value>Mitgliedschaft verwalten</value>
+  </data>
+  <data name="Action_BecomeSupporter" xml:space="preserve">
+    <value>Unterstützer werden</value>
+  </data>
+  <data name="Label_LegacyConnections" xml:space="preserve">
+    <value>Frühere Verbindungen</value>
+  </data>
+  <data name="Label_PatreonLegacyDescription" xml:space="preserve">
+    <value>Patreon wird für neue Mitgliedschaften nicht mehr verwendet. Bestehende Patreon-Verbindungen bleiben während der Übergangszeit gültig.</value>
+  </data>
+  <data name="Sponsorship_ConnectLykosPrompt" xml:space="preserve">
+    <value>Melde dich mit deinem Lykos-Konto an, um deine Mitgliedschaftsvorteile zu aktivieren.</value>
+  </data>
+  <data name="InfoBar_PatreonMigration" xml:space="preserve">
+    <value>Du kannst jetzt zu einer direkten Lykos-Mitgliedschaft wechseln. Behalte deine Stufe und unterstütze unabhängige Entwicklung.</value>
+  </data>
+  <data name="InfoBar_PatreonGracePeriod" xml:space="preserve">
+    <value>Deine Patreon-Vorteile gelten weiterhin bis {0}.</value>
+  </data>
+  <data name="Action_LearnMore" xml:space="preserve">
+    <value>Mehr erfahren</value>
+  </data>
+  <data name="Action_MigrateNow" xml:space="preserve">
+    <value>Jetzt migrieren</value>
+  </data>
+  <data name="Label_ThankYouSupporter" xml:space="preserve">
+    <value>Danke für deine Unterstützung von Stability Matrix!</value>
+  </data>
+  <data name="Label_SupporterCTA" xml:space="preserve">
+    <value>Unterstütze die Open-Source-Entwicklung und erhalte Zugang zu zusätzlichen Funktionen und Community-Vorteilen.</value>
+  </data>
+  <data name="Label_ActiveSupporterTier" xml:space="preserve">
+    <value>{0}-Unterstützer</value>
+  </data>
+  <data name="Label_ContributorAccess" xml:space="preserve">
+    <value>Du hast Mitwirkenden-Zugang</value>
+  </data>
+  <data name="Label_ThankYouContributor" xml:space="preserve">
+    <value>Danke, dass du mit uns baust 💙</value>
+  </data>
+  <data name="Label_ContributorAccessDescription" xml:space="preserve">
+    <value>Du hast Mitwirkenden-Zugang zu Vorschau- und Entwicklungs-Release-Kanälen.</value>
+  </data>
+  <data name="Label_SupportingSince" xml:space="preserve">
+    <value>Unterstützer seit</value>
+  </data>
+  <data name="Label_Benefits" xml:space="preserve">
+    <value>Vorteile</value>
+  </data>
+  <data name="Label_Community" xml:space="preserve">
+    <value>Community</value>
+  </data>
+</root>
diff --git a/StabilityMatrix.Avalonia/Languages/Resources.fr-FR.resx b/StabilityMatrix.Avalonia/Languages/Resources.fr-FR.resx
index b7655c22d..d34387d9c 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.fr-FR.resx
+++ b/StabilityMatrix.Avalonia/Languages/Resources.fr-FR.resx
@@ -1114,4 +1114,64 @@
     <value>Recherche de Modèles Accélérée</value>
     <comment>Fuzzy</comment>
   </data>
-</root>
\ No newline at end of file
+  <data name="Label_SupportUs" xml:space="preserve">
+    <value>Nous soutenir</value>
+  </data>
+  <data name="Label_Membership" xml:space="preserve">
+    <value>Adhésion</value>
+  </data>
+  <data name="Action_ManageMembership" xml:space="preserve">
+    <value>Gérer l'adhésion</value>
+  </data>
+  <data name="Action_BecomeSupporter" xml:space="preserve">
+    <value>Devenir soutien</value>
+  </data>
+  <data name="Label_LegacyConnections" xml:space="preserve">
+    <value>Anciennes connexions</value>
+  </data>
+  <data name="Label_PatreonLegacyDescription" xml:space="preserve">
+    <value>Patreon n'est plus utilisé pour les nouvelles adhésions. Les connexions Patreon existantes restent valides pendant la période de transition.</value>
+  </data>
+  <data name="Sponsorship_ConnectLykosPrompt" xml:space="preserve">
+    <value>Connectez-vous avec votre compte Lykos pour activer vos avantages d'adhésion.</value>
+  </data>
+  <data name="InfoBar_PatreonMigration" xml:space="preserve">
+    <value>Vous pouvez maintenant passer à une adhésion directe Lykos. Conservez votre niveau et soutenez le développement indépendant.</value>
+  </data>
+  <data name="InfoBar_PatreonGracePeriod" xml:space="preserve">
+    <value>Vos avantages Patreon restent actifs jusqu'au {0}.</value>
+  </data>
+  <data name="Action_LearnMore" xml:space="preserve">
+    <value>En savoir plus</value>
+  </data>
+  <data name="Action_MigrateNow" xml:space="preserve">
+    <value>Migrer maintenant</value>
+  </data>
+  <data name="Label_ThankYouSupporter" xml:space="preserve">
+    <value>Merci de soutenir Stability Matrix !</value>
+  </data>
+  <data name="Label_SupporterCTA" xml:space="preserve">
+    <value>Soutenez le développement open-source et accédez à des fonctionnalités supplémentaires et avantages communautaires.</value>
+  </data>
+  <data name="Label_ActiveSupporterTier" xml:space="preserve">
+    <value>Soutien {0}</value>
+  </data>
+  <data name="Label_ContributorAccess" xml:space="preserve">
+    <value>Vous avez un accès contributeur</value>
+  </data>
+  <data name="Label_ThankYouContributor" xml:space="preserve">
+    <value>Merci de construire avec nous 💙</value>
+  </data>
+  <data name="Label_ContributorAccessDescription" xml:space="preserve">
+    <value>Vous avez un accès contributeur aux canaux de versions préliminaires et de développement.</value>
+  </data>
+  <data name="Label_SupportingSince" xml:space="preserve">
+    <value>Soutien depuis</value>
+  </data>
+  <data name="Label_Benefits" xml:space="preserve">
+    <value>Avantages</value>
+  </data>
+  <data name="Label_Community" xml:space="preserve">
+    <value>Communauté</value>
+  </data>
+</root>
diff --git a/StabilityMatrix.Avalonia/Languages/Resources.ja-JP.resx b/StabilityMatrix.Avalonia/Languages/Resources.ja-JP.resx
index 2d9357637..54bc22a65 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.ja-JP.resx
+++ b/StabilityMatrix.Avalonia/Languages/Resources.ja-JP.resx
@@ -1435,4 +1435,64 @@ Sparkは兆レベルのパラメータを持つ基盤モデルで、膨大なパ
 ### 🔒 プライバシーファースト
 私たちはプライバシーを最優先に考えています。([生成AI利用規約](https://lykos.ai/gen-ai-terms)) **あなたのプロンプトや出力内容は、Lykos AIや必要なクラウドインフラパートナーによるAI学習には一切使用されません。** 処理はお客様の質問に対する返答を生成するためだけに安全を重視して使われ、**その後はプロンプト内容そのものではなく、メタデータ(タイムスタンプやトークン数など)のみを保存します。** あなたのデータが販売や共有されることは決してありません。</value>
   </data>
+  <data name="Label_SupportUs" xml:space="preserve">
+    <value>サポートする</value>
+  </data>
+  <data name="Label_Membership" xml:space="preserve">
+    <value>メンバーシップ</value>
+  </data>
+  <data name="Action_ManageMembership" xml:space="preserve">
+    <value>メンバーシップを管理</value>
+  </data>
+  <data name="Action_BecomeSupporter" xml:space="preserve">
+    <value>サポーターになる</value>
+  </data>
+  <data name="Label_LegacyConnections" xml:space="preserve">
+    <value>以前の連携</value>
+  </data>
+  <data name="Label_PatreonLegacyDescription" xml:space="preserve">
+    <value>Patreonは新規メンバーシップには使用されません。既存のPatreon連携は移行期間中、引き続き有効です。</value>
+  </data>
+  <data name="Sponsorship_ConnectLykosPrompt" xml:space="preserve">
+    <value>メンバーシップ特典を有効にするには、Lykosアカウントでサインインしてください。</value>
+  </data>
+  <data name="InfoBar_PatreonMigration" xml:space="preserve">
+    <value>Lykosダイレクトメンバーシップに移行できるようになりました。ティアを維持したまま、独立した開発を支援できます。</value>
+  </data>
+  <data name="InfoBar_PatreonGracePeriod" xml:space="preserve">
+    <value>Patreonの特典は{0}まで引き続きご利用いただけます。</value>
+  </data>
+  <data name="Action_LearnMore" xml:space="preserve">
+    <value>詳細を見る</value>
+  </data>
+  <data name="Action_MigrateNow" xml:space="preserve">
+    <value>今すぐ移行</value>
+  </data>
+  <data name="Label_ThankYouSupporter" xml:space="preserve">
+    <value>Stability Matrixをご支援いただきありがとうございます！</value>
+  </data>
+  <data name="Label_SupporterCTA" xml:space="preserve">
+    <value>オープンソース開発を支援し、追加機能やコミュニティ特典をご利用いただけます。</value>
+  </data>
+  <data name="Label_ActiveSupporterTier" xml:space="preserve">
+    <value>{0} サポーター</value>
+  </data>
+  <data name="Label_ContributorAccess" xml:space="preserve">
+    <value>コントリビューターアクセスがあります</value>
+  </data>
+  <data name="Label_ThankYouContributor" xml:space="preserve">
+    <value>一緒に開発してくれてありがとう 💙</value>
+  </data>
+  <data name="Label_ContributorAccessDescription" xml:space="preserve">
+    <value>プレビューおよび開発リリースチャンネルへのコントリビューターアクセスがあります。</value>
+  </data>
+  <data name="Label_SupportingSince" xml:space="preserve">
+    <value>サポート開始</value>
+  </data>
+  <data name="Label_Benefits" xml:space="preserve">
+    <value>特典</value>
+  </data>
+  <data name="Label_Community" xml:space="preserve">
+    <value>コミュニティ</value>
+  </data>
 </root>
diff --git a/StabilityMatrix.Avalonia/Languages/Resources.ko-KR.resx b/StabilityMatrix.Avalonia/Languages/Resources.ko-KR.resx
index 009c3fda1..aa6178f2f 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.ko-KR.resx
+++ b/StabilityMatrix.Avalonia/Languages/Resources.ko-KR.resx
@@ -1261,4 +1261,64 @@
     <value>가속 모델 탐색</value>
     <comment>Fuzzy</comment>
   </data>
+  <data name="Label_SupportUs" xml:space="preserve">
+    <value>후원하기</value>
+  </data>
+  <data name="Label_Membership" xml:space="preserve">
+    <value>멤버십</value>
+  </data>
+  <data name="Action_ManageMembership" xml:space="preserve">
+    <value>멤버십 관리</value>
+  </data>
+  <data name="Action_BecomeSupporter" xml:space="preserve">
+    <value>후원자 되기</value>
+  </data>
+  <data name="Label_LegacyConnections" xml:space="preserve">
+    <value>이전 연결</value>
+  </data>
+  <data name="Label_PatreonLegacyDescription" xml:space="preserve">
+    <value>Patreon은 더 이상 신규 멤버십에 사용되지 않습니다. 기존 Patreon 연결은 전환 기간 동안 유효합니다.</value>
+  </data>
+  <data name="Sponsorship_ConnectLykosPrompt" xml:space="preserve">
+    <value>멤버십 혜택을 활성화하려면 Lykos 계정으로 로그인하세요.</value>
+  </data>
+  <data name="InfoBar_PatreonMigration" xml:space="preserve">
+    <value>이제 Lykos 직접 멤버십으로 전환할 수 있습니다. 등급을 유지하면서 독립적인 개발을 후원하세요.</value>
+  </data>
+  <data name="InfoBar_PatreonGracePeriod" xml:space="preserve">
+    <value>Patreon 혜택은 {0}까지 계속 이용할 수 있습니다.</value>
+  </data>
+  <data name="Action_LearnMore" xml:space="preserve">
+    <value>자세히 알아보기</value>
+  </data>
+  <data name="Action_MigrateNow" xml:space="preserve">
+    <value>지금 전환</value>
+  </data>
+  <data name="Label_ThankYouSupporter" xml:space="preserve">
+    <value>Stability Matrix를 후원해 주셔서 감사합니다!</value>
+  </data>
+  <data name="Label_SupporterCTA" xml:space="preserve">
+    <value>오픈소스 개발을 지원하고 추가 기능과 커뮤니티 혜택을 이용하세요.</value>
+  </data>
+  <data name="Label_ActiveSupporterTier" xml:space="preserve">
+    <value>{0} 후원자</value>
+  </data>
+  <data name="Label_ContributorAccess" xml:space="preserve">
+    <value>기여자 액세스가 있습니다</value>
+  </data>
+  <data name="Label_ThankYouContributor" xml:space="preserve">
+    <value>함께 만들어 주셔서 감사합니다 💙</value>
+  </data>
+  <data name="Label_ContributorAccessDescription" xml:space="preserve">
+    <value>미리보기 및 개발 릴리스 채널에 대한 기여자 액세스 권한이 있습니다.</value>
+  </data>
+  <data name="Label_SupportingSince" xml:space="preserve">
+    <value>후원 시작</value>
+  </data>
+  <data name="Label_Benefits" xml:space="preserve">
+    <value>혜택</value>
+  </data>
+  <data name="Label_Community" xml:space="preserve">
+    <value>커뮤니티</value>
+  </data>
 </root>
diff --git a/StabilityMatrix.Avalonia/Languages/Resources.resx b/StabilityMatrix.Avalonia/Languages/Resources.resx
index da4e4d6ba..94a0fced7 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.resx
+++ b/StabilityMatrix.Avalonia/Languages/Resources.resx
@@ -1512,4 +1512,106 @@ We prioritize your privacy ([Gen AI Terms](&lt;https://lykos.ai/gen-ai-terms&gt;
   <data name="Label_Filter" xml:space="preserve">
     <value>Filter</value>
   </data>
+  <data name="Label_SupportUs" xml:space="preserve">
+    <value>Support Us</value>
+  </data>
+  <data name="Label_Membership" xml:space="preserve">
+    <value>Membership</value>
+  </data>
+  <data name="Action_ManageMembership" xml:space="preserve">
+    <value>Manage Membership</value>
+  </data>
+  <data name="Action_BecomeSupporter" xml:space="preserve">
+    <value>Become a Supporter</value>
+  </data>
+  <data name="Label_LegacyConnections" xml:space="preserve">
+    <value>Legacy Connections</value>
+  </data>
+  <data name="Label_PatreonLegacyDescription" xml:space="preserve">
+    <value>Patreon is no longer used for new memberships. Existing connections remain valid during the transition.</value>
+  </data>
+  <data name="Sponsorship_ConnectLykosPrompt" xml:space="preserve">
+    <value>Sign in with your Lykos account to activate your membership benefits.</value>
+  </data>
+  <data name="InfoBar_PatreonMigration" xml:space="preserve">
+    <value>You can now move to a direct Lykos membership. Keep your tier and support independent development.</value>
+  </data>
+  <data name="InfoBar_PatreonGracePeriod" xml:space="preserve">
+    <value>Your Patreon benefits continue through {0}.</value>
+    <comment>{0} = date</comment>
+  </data>
+  <data name="Action_LearnMore" xml:space="preserve">
+    <value>Learn More</value>
+  </data>
+  <data name="Action_MigrateNow" xml:space="preserve">
+    <value>Migrate Now</value>
+  </data>
+  <data name="Label_ThankYouSupporter" xml:space="preserve">
+    <value>Thank you for supporting Stability Matrix 💙</value>
+  </data>
+  <data name="Label_SupporterCTA" xml:space="preserve">
+    <value>Support open-source development and get access to additional features and community perks.</value>
+  </data>
+  <data name="Action_ManageLykosAccount" xml:space="preserve">
+    <value>Manage your Lykos Account</value>
+  </data>
+  <data name="Action_EditGravatar" xml:space="preserve">
+    <value>Edit Profile Image on Gravatar</value>
+  </data>
+  <data name="Action_CopyUserId" xml:space="preserve">
+    <value>Copy User ID</value>
+  </data>
+  <data name="Label_LykosOffDescription" xml:space="preserve">
+    <value>Manage connected features in Stability Matrix</value>
+  </data>
+  <data name="Label_PatreonOffDescription" xml:space="preserve">
+    <value>Access preview and dev release channels for auto-updates</value>
+  </data>
+  <data name="Label_CivitAIOffDescription" xml:space="preserve">
+    <value>Connect to download models that require login from CivitAI</value>
+  </data>
+  <data name="Label_HuggingFaceOffDescription" xml:space="preserve">
+    <value>Connect to download models that require login from Hugging Face</value>
+  </data>
+  <data name="Label_ImageGenerationApis" xml:space="preserve">
+    <value>Image Generation APIs</value>
+  </data>
+  <data name="Label_GeminiOffDescription" xml:space="preserve">
+    <value>Add your Gemini API key to use Nano Banana in the Image Lab for image generation</value>
+  </data>
+  <data name="Label_AboutAccountCredentials" xml:space="preserve">
+    <value>About Account Credentials</value>
+  </data>
+  <data name="Label_CredentialsStorageNotice" xml:space="preserve">
+    <value>Account credentials and tokens are stored locally on your computer, with at-rest AES encryption.
+
+If you make changes to your computer hardware, you may need to re-login to your accounts.
+
+Account tokens will not be viewable after saving, please make a note of them if you need to use them elsewhere.</value>
+  </data>
+  <data name="Label_ConnectPatreonAccount" xml:space="preserve">
+    <value>Connect Patreon Account</value>
+  </data>
+  <data name="Label_ActiveSupporterTier" xml:space="preserve">
+    <value>{0} supporter</value>
+    <comment>{0} = tier name (Supporter, Insider, Pioneer, Visionary)</comment>
+  </data>
+  <data name="Label_ContributorAccess" xml:space="preserve">
+    <value>You have contributor access</value>
+  </data>
+  <data name="Label_ThankYouContributor" xml:space="preserve">
+    <value>Thanks for building with us 💙</value>
+  </data>
+  <data name="Label_ContributorAccessDescription" xml:space="preserve">
+    <value>You have contributor access to preview and dev release channels.</value>
+  </data>
+  <data name="Label_SupportingSince" xml:space="preserve">
+    <value>Supporting since</value>
+  </data>
+  <data name="Label_Benefits" xml:space="preserve">
+    <value>Benefits</value>
+  </data>
+  <data name="Label_Community" xml:space="preserve">
+    <value>Community</value>
+  </data>
 </root>
diff --git a/StabilityMatrix.Avalonia/ViewModels/Settings/AccountSettingsViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Settings/AccountSettingsViewModel.cs
index 3845a5930..c4dc14cd7 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Settings/AccountSettingsViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Settings/AccountSettingsViewModel.cs
@@ -1,11 +1,13 @@
 using System;
+using System.Collections.ObjectModel;
+using System.ComponentModel;
 using System.ComponentModel.DataAnnotations;
 using System.Security.Cryptography;
 using System.Text;
 using System.Threading.Tasks;
 using AsyncAwaitBestPractices;
 using Avalonia.Controls;
-using Avalonia.Controls.Notifications; // Added this line
+using Avalonia.Controls.Notifications;
 using Avalonia.Threading;
 using CommunityToolkit.Mvvm.ComponentModel;
 using CommunityToolkit.Mvvm.Input;
@@ -40,6 +42,26 @@ namespace StabilityMatrix.Avalonia.ViewModels.Settings;
 [RegisterSingleton<AccountSettingsViewModel>]
 public partial class AccountSettingsViewModel : PageViewModelBase
 {
+    public record RoleBadge(string DisplayName, string ColorClass);
+
+    [Localizable(false)]
+    private static readonly Dictionary<string, string> RoleColorMap = new()
+    {
+        ["Visionary"] = "Amber",
+        ["Pioneer"] = "Purple",
+        ["Insider"] = "Blue",
+        ["Supporter"] = "Teal",
+        ["Developer"] = "Red",
+        ["BetaTester"] = "Cyan",
+        ["Translator"] = "LightGreen",
+    };
+
+    [Localizable(false)]
+    private static readonly Dictionary<string, string> RoleDisplayNames = new()
+    {
+        ["BetaTester"] = "Beta Tester",
+    };
+
     private readonly IAccountsService accountsService;
     private readonly ISettingsManager settingsManager;
     private readonly IServiceManager<ViewModelBase> vmFactory;
@@ -67,6 +89,47 @@ public partial class AccountSettingsViewModel : PageViewModelBase
     [ObservableProperty]
     private bool isPatreonConnected;
 
+    [ObservableProperty]
+    private bool isActiveSubscriber;
+
+    [ObservableProperty]
+    private string? membershipTier;
+
+    [ObservableProperty]
+    private ObservableCollection<RoleBadge> roleBadges = [];
+
+    /// <summary>
+    /// Description text for the membership SettingsExpander header.
+    /// Shows tier identity for supporters, contributor access for special roles, or CTA.
+    /// </summary>
+    [ObservableProperty]
+    private string? membershipDescription;
+
+    /// <summary>
+    /// True if user has a contributor role (Developer, BetaTester, Translator) but no active subscription.
+    /// These users see a thank-you message and the "Become a Supporter" CTA.
+    /// </summary>
+    [ObservableProperty]
+    private bool isContributorWithoutSubscription;
+
+    /// <summary>
+    /// "Supporting since March 2024" text, or null if MemberSince not available.
+    /// </summary>
+    [ObservableProperty]
+    private string? memberSinceText;
+
+    /// <summary>
+    /// "Your Patreon benefits continue through April 25, 2026." text for the migration card.
+    /// </summary>
+    [ObservableProperty]
+    private string? patreonGracePeriodText;
+
+    /// <summary>
+    /// Show migration prompt when user has Patreon linked but no Stripe subscription.
+    /// </summary>
+    [ObservableProperty]
+    private bool showPatreonMigrationPrompt;
+
     [ObservableProperty]
     [NotifyPropertyChangedFor(nameof(LykosProfileImageUrl))]
     private LykosAccountStatusUpdateEventArgs lykosStatus = LykosAccountStatusUpdateEventArgs.Disconnected;
@@ -114,7 +177,7 @@ IOptions<ApiOptions> apiOptions
             {
                 IsInitialUpdateFinished = true;
                 LykosStatus = args;
-                IsPatreonConnected = args.IsPatreonConnected;
+                ApplyMembershipState(args);
             });
         };
 
@@ -168,14 +231,8 @@ private async Task<bool> BeforeConnectCheck()
         {
             var dialog = new BetterContentDialog
             {
-                Title = "About Account Credentials",
-                Content = """
-                    Account credentials and tokens are stored locally on your computer, with at-rest AES encryption. 
-
-                    If you make changes to your computer hardware, you may need to re-login to your accounts.
-
-                    Account tokens will not be viewable after saving, please make a note of them if you need to use them elsewhere.
-                    """,
+                Title = Resources.Label_AboutAccountCredentials,
+                Content = Resources.Label_CredentialsStorageNotice,
                 PrimaryButtonText = Resources.Action_Continue,
                 CloseButtonText = Resources.Action_Cancel,
                 DefaultButton = ContentDialogButton.Primary,
@@ -243,7 +300,7 @@ private async Task ConnectPatreon()
         ProcessRunner.OpenUrl(urlResult.Result);
 
         var dialogVm = vmFactory.Get<OAuthConnectViewModel>();
-        dialogVm.Title = "Connect Patreon Account";
+        dialogVm.Title = Resources.Label_ConnectPatreonAccount;
         dialogVm.Url = url.ToString();
 
         if (await dialogVm.GetDialog().ShowAsync() == ContentDialogResult.Primary)
@@ -376,6 +433,168 @@ partial void OnLykosStatusChanged(LykosAccountStatusUpdateEventArgs value)
         }
     }
 
+    [Localizable(false)]
+    [RelayCommand]
+    private static void OpenMembershipUrl()
+    {
+        ProcessRunner.OpenUrl(Assets.MembershipUrl);
+    }
+
+    [Localizable(false)]
+    [RelayCommand]
+    private static void OpenPatreonBlogPost()
+    {
+        ProcessRunner.OpenUrl(Assets.PatreonBlogPostUrl);
+    }
+
+    [Localizable(false)]
+    private static readonly HashSet<string> ContributorRoles = ["Developer", "BetaTester", "Translator"];
+
+    private static string GetMembershipDescription(LykosAccountStatusUpdateEventArgs args)
+    {
+        // Active subscriber with a tier — show tier name directly
+        if (args.IsActiveSupporter && args.HighestTier is { } tier)
+        {
+            return tier;
+        }
+
+        // Has a contributor role (Developer, BetaTester, Translator) but no subscription
+        if (args.User?.Roles.Any(r => ContributorRoles.Contains(r)) == true)
+        {
+            return Resources.Label_ContributorAccess;
+        }
+
+        return Resources.Label_SupporterCTA;
+    }
+
+    private void ApplyMembershipState(
+        LykosAccountStatusUpdateEventArgs args,
+        bool? overridePatreonConnected = null,
+        bool? overrideMigrationPrompt = null
+    )
+    {
+        IsPatreonConnected = overridePatreonConnected ?? args.IsPatreonConnected;
+        IsActiveSubscriber = args.IsActiveSupporter;
+        MembershipTier = args.HighestTier;
+        ShowPatreonMigrationPrompt =
+            overrideMigrationPrompt ?? (args.IsPatreonConnected && !args.HasStripeSubscription);
+        IsContributorWithoutSubscription =
+            !args.IsActiveSupporter && args.User?.Roles.Any(r => ContributorRoles.Contains(r)) == true;
+        MembershipDescription = GetMembershipDescription(args);
+        MemberSinceText = args.User?.MemberSince?.ToString("MMMM yyyy");
+        PatreonGracePeriodText = ShowPatreonMigrationPrompt
+            ? string.Format(
+                Resources.InfoBar_PatreonGracePeriod,
+                new DateTimeOffset(2026, 4, 25, 0, 0, 0, TimeSpan.Zero).ToString("MMMM d, yyyy")
+            )
+            : null;
+        RoleBadges = new ObservableCollection<RoleBadge>(
+            args.DisplayRoles.Select(r => new RoleBadge(
+                RoleDisplayNames.GetValueOrDefault(r, r),
+                RoleColorMap.GetValueOrDefault(r, "Grey")
+            ))
+        );
+    }
+
+    #region Debug: Simulate membership states
+
+    public bool IsDebugMode => Program.IsDebugBuild;
+
+    [Localizable(false)]
+    [RelayCommand]
+    private void DebugSimulateNewUser()
+    {
+        ApplyDebugRoles([]);
+    }
+
+    [Localizable(false)]
+    [RelayCommand]
+    private void DebugSimulateSupporter()
+    {
+        ApplyDebugRoles(["ActiveSubscriber", "Supporter"]);
+    }
+
+    [Localizable(false)]
+    [RelayCommand]
+    private void DebugSimulateInsider()
+    {
+        ApplyDebugRoles(["ActiveSubscriber", "Insider"]);
+    }
+
+    [Localizable(false)]
+    [RelayCommand]
+    private void DebugSimulatePioneer()
+    {
+        ApplyDebugRoles(["ActiveSubscriber", "Pioneer"]);
+    }
+
+    [Localizable(false)]
+    [RelayCommand]
+    private void DebugSimulateVisionary()
+    {
+        ApplyDebugRoles(["ActiveSubscriber", "Visionary"]);
+    }
+
+    [Localizable(false)]
+    [RelayCommand]
+    private void DebugSimulateDeveloper()
+    {
+        ApplyDebugRoles(["Developer"]);
+    }
+
+    [Localizable(false)]
+    [RelayCommand]
+    private void DebugSimulateTranslatorInsider()
+    {
+        ApplyDebugRoles(["ActiveSubscriber", "Insider", "Translator"]);
+    }
+
+    [Localizable(false)]
+    [RelayCommand]
+    private void DebugSimulatePatreonMigrant()
+    {
+        ApplyDebugRoles(
+            ["ActivePatron", "Insider"],
+            overridePatreonConnected: true,
+            overrideMigrationPrompt: true
+        );
+    }
+
+    [Localizable(false)]
+    [RelayCommand]
+    private void DebugResetToReal()
+    {
+        if (accountsService.LykosStatus is { } status)
+        {
+            LykosStatus = status;
+            ApplyMembershipState(status);
+        }
+    }
+
+    [Localizable(false)]
+    private void ApplyDebugRoles(
+        string[] roles,
+        bool overridePatreonConnected = false,
+        bool overrideMigrationPrompt = false
+    )
+    {
+        var mockArgs = new LykosAccountStatusUpdateEventArgs
+        {
+            IsConnected = true,
+            User = new AccountResponse
+            {
+                Id = LykosStatus.Id ?? "debug",
+                Roles = roles,
+                Permissions = LykosStatus.User?.Permissions ?? [],
+            },
+            Principal = LykosStatus.Principal,
+        };
+
+        ApplyMembershipState(mockArgs, overridePatreonConnected, overrideMigrationPrompt);
+    }
+
+    #endregion
+
     partial void OnHuggingFaceStatusChanged(HuggingFaceAccountStatusUpdateEventArgs value)
     {
         IsHuggingFaceConnected = value.IsConnected;
diff --git a/StabilityMatrix.Avalonia/Views/Settings/AccountSettingsPage.axaml b/StabilityMatrix.Avalonia/Views/Settings/AccountSettingsPage.axaml
index 82ea70605..c14ce777b 100644
--- a/StabilityMatrix.Avalonia/Views/Settings/AccountSettingsPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/Settings/AccountSettingsPage.axaml
@@ -6,6 +6,7 @@
     xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
     xmlns:fluentIcons="clr-namespace:FluentIcons.Avalonia.Fluent;assembly=FluentIcons.Avalonia.Fluent"
     xmlns:helpers="clr-namespace:StabilityMatrix.Avalonia.Helpers"
+    xmlns:icon="https://github.com/projektanker/icons.avalonia"
     xmlns:lang="clr-namespace:StabilityMatrix.Avalonia.Languages"
     xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
     xmlns:mocks="clr-namespace:StabilityMatrix.Avalonia.DesignData"
@@ -96,19 +97,38 @@
                                     CommandParameter="{Binding LykosAccountManageUrl}"
                                     HotKey="{x:Null}"
                                     IconSource="Link"
-                                    Text="Manage your Lykos Account" />
+                                    Text="{x:Static lang:Resources.Action_ManageLykosAccount}" />
                                 <ui:MenuFlyoutItem
                                     Command="{x:Static helpers:IOCommands.OpenUrlCommand}"
                                     CommandParameter="http://gravatar.com/emails/"
                                     HotKey="{x:Null}"
                                     IconSource="Link"
-                                    Text="Edit Profile Image on Gravatar" />
+                                    Text="{x:Static lang:Resources.Action_EditGravatar}" />
                                 <ui:MenuFlyoutSeparator />
                                 <ui:MenuFlyoutItem
                                     Command="{x:Static helpers:ClipboardCommands.CopyTextCommand}"
                                     CommandParameter="{Binding LykosStatus.Id}"
                                     IconSource="Copy"
-                                    Text="Copy User ID" />
+                                    Text="{x:Static lang:Resources.Action_CopyUserId}" />
+
+                                <!--  Debug: Simulate user states  -->
+                                <ui:MenuFlyoutSeparator IsVisible="{Binding IsDebugMode}" />
+                                <ui:MenuFlyoutSubItem
+                                    IconSource="Bug"
+                                    IsVisible="{Binding IsDebugMode}"
+                                    Text="Debug: Simulate Role">
+                                    <ui:MenuFlyoutItem Command="{Binding DebugSimulateNewUserCommand}" Text="New User (no roles)" />
+                                    <ui:MenuFlyoutItem Command="{Binding DebugSimulateSupporterCommand}" Text="Supporter" />
+                                    <ui:MenuFlyoutItem Command="{Binding DebugSimulateInsiderCommand}" Text="Insider" />
+                                    <ui:MenuFlyoutItem Command="{Binding DebugSimulatePioneerCommand}" Text="Pioneer" />
+                                    <ui:MenuFlyoutItem Command="{Binding DebugSimulateVisionaryCommand}" Text="Visionary" />
+                                    <ui:MenuFlyoutSeparator />
+                                    <ui:MenuFlyoutItem Command="{Binding DebugSimulateDeveloperCommand}" Text="Developer (no sub)" />
+                                    <ui:MenuFlyoutItem Command="{Binding DebugSimulateTranslatorInsiderCommand}" Text="Translator + Insider" />
+                                    <ui:MenuFlyoutItem Command="{Binding DebugSimulatePatreonMigrantCommand}" Text="Patreon Migrant (Insider)" />
+                                    <ui:MenuFlyoutSeparator />
+                                    <ui:MenuFlyoutItem Command="{Binding DebugResetToRealCommand}" Text="Reset to Real Account" />
+                                </ui:MenuFlyoutSubItem>
                             </ui:FAMenuFlyout>
                         </Button.Flyout>
                         <controls:BetterAdvancedImage
@@ -125,17 +145,170 @@
                             Text="{Binding LykosStatus.DisplayName, FallbackValue=''}"
                             Theme="{DynamicResource SubtitleTextBlockStyle}" />
                         <TextBlock Text="{Binding LykosStatus.Email, FallbackValue=''}" />
+                        <!--  Role Badges  -->
+                        <WrapPanel
+                            Name="RoleBadgesPanel"
+                            Margin="0,4,0,0"
+                            IsVisible="{Binding RoleBadges.Count}" />
                     </StackPanel>
                 </StackPanel>
             </sg:SpacedGrid>
 
+            <!--  Membership: Flat card for non-subscribers  -->
+            <Border
+                Margin="0,0,0,4"
+                Padding="16"
+                Background="{DynamicResource CardBackgroundFillColorDefaultBrush}"
+                BorderBrush="{DynamicResource CardStrokeColorDefaultBrush}"
+                BorderThickness="1"
+                CornerRadius="8">
+                <Border.IsVisible>
+                    <MultiBinding Converter="{x:Static BoolConverters.And}">
+                        <Binding Path="LykosStatus.IsConnected" />
+                        <Binding Path="!IsActiveSubscriber" />
+                    </MultiBinding>
+                </Border.IsVisible>
+                <Grid ColumnDefinitions="Auto,*,Auto">
+                    <fluentIcons:SymbolIcon
+                        Grid.Column="0"
+                        Margin="0,0,12,0"
+                        VerticalAlignment="Center"
+                        FontSize="24"
+                        Foreground="#f97315"
+                        IconVariant="Filled"
+                        Symbol="Star" />
+                    <StackPanel
+                        Grid.Column="1"
+                        VerticalAlignment="Center"
+                        Spacing="2">
+                        <TextBlock FontWeight="SemiBold" Text="{x:Static lang:Resources.Label_Membership}" />
+                        <!--  Contributor: two-line thank you  -->
+                        <StackPanel IsVisible="{Binding IsContributorWithoutSubscription}" Spacing="2">
+                            <TextBlock Text="{x:Static lang:Resources.Label_ThankYouContributor}" TextWrapping="Wrap" />
+                            <TextBlock
+                                Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                Text="{x:Static lang:Resources.Label_ContributorAccessDescription}"
+                                TextWrapping="Wrap" />
+                        </StackPanel>
+                        <!--  Regular user: CTA text  -->
+                        <TextBlock
+                            Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                            Text="{x:Static lang:Resources.Label_SupporterCTA}"
+                            TextWrapping="Wrap">
+                            <TextBlock.IsVisible>
+                                <MultiBinding Converter="{x:Static BoolConverters.And}">
+                                    <Binding Path="!IsActiveSubscriber" />
+                                    <Binding Path="!IsContributorWithoutSubscription" />
+                                </MultiBinding>
+                            </TextBlock.IsVisible>
+                        </TextBlock>
+                    </StackPanel>
+                    <Button
+                        Grid.Column="2"
+                        VerticalAlignment="Center"
+                        Command="{Binding OpenMembershipUrlCommand}"
+                        Content="{x:Static lang:Resources.Action_BecomeSupporter}" />
+                </Grid>
+            </Border>
+
+            <!--  Membership: SettingsExpander for active subscribers  -->
+            <ui:SettingsExpander
+                Margin="0,0,0,4"
+                Description="{Binding MembershipDescription}"
+                Header="{x:Static lang:Resources.Label_Membership}"
+                IsVisible="{Binding IsActiveSubscriber}">
+                <ui:SettingsExpander.IconSource>
+                    <fluentIcons:SymbolIconSource
+                        Foreground="#f97315"
+                        IconVariant="Filled"
+                        Symbol="Star" />
+                </ui:SettingsExpander.IconSource>
+
+                <!--  Expanded: Supporting since, Community, Manage link  -->
+                <ui:SettingsExpanderItem Padding="16,12">
+                    <Grid ColumnDefinitions="*,*,*" RowDefinitions="Auto,Auto,Auto">
+                        <!--  Column headers  -->
+                        <TextBlock
+                            Grid.Row="0"
+                            Grid.Column="0"
+                            Margin="0,0,0,6"
+                            FontWeight="SemiBold"
+                            Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                            Text="{x:Static lang:Resources.Label_SupportingSince}" />
+                        <TextBlock
+                            Grid.Row="0"
+                            Grid.Column="1"
+                            Margin="0,0,0,6"
+                            FontWeight="SemiBold"
+                            Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                            Text="{x:Static lang:Resources.Label_Community}" />
+
+                        <!--  Row 1: Date / Discord / Manage  -->
+                        <TextBlock
+                            Grid.Row="1"
+                            Grid.Column="0"
+                            Text="{Binding MemberSinceText, FallbackValue=''}" />
+                        <Button
+                            Grid.Row="1"
+                            Grid.Column="1"
+                            Padding="8,4"
+                            Classes="transparent"
+                            Command="{x:Static helpers:IOCommands.OpenUriCommand}"
+                            CommandParameter="{x:Static sm:Assets.DiscordServerUrl}">
+                            <StackPanel Orientation="Horizontal" Spacing="6">
+                                <icon:Icon FontSize="14" Value="fa-brands fa-discord" />
+                                <TextBlock Text="Discord" />
+                            </StackPanel>
+                        </Button>
+                        <controls:HyperlinkIconButton
+                            Grid.Row="1"
+                            Grid.Column="2"
+                            Command="{Binding OpenMembershipUrlCommand}"
+                            Content="{x:Static lang:Resources.Action_ManageMembership}"
+                            Icon="Open" />
+
+                        <!--  Row 2: Thank you  -->
+                        <TextBlock
+                            Grid.Row="2"
+                            Grid.Column="0"
+                            Margin="0,4,0,0"
+                            Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                            Text="{x:Static lang:Resources.Label_ThankYouSupporter}" />
+                    </Grid>
+                </ui:SettingsExpanderItem>
+            </ui:SettingsExpander>
+
+            <!--  Patreon Migration Card  -->
+            <ui:InfoBar
+                Title="{x:Static lang:Resources.InfoBar_PatreonMigration}"
+                Margin="0,0,0,8"
+                IsClosable="True"
+                IsOpen="{Binding ShowPatreonMigrationPrompt}"
+                Severity="Informational">
+                <ui:InfoBar.Content>
+                    <StackPanel Margin="0,-8,0,12" Spacing="12">
+                        <TextBlock
+                            Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                            Text="{Binding PatreonGracePeriodText}"
+                            TextWrapping="Wrap" />
+                        <StackPanel Orientation="Horizontal" Spacing="8">
+                            <Button Command="{Binding OpenMembershipUrlCommand}" Content="{x:Static lang:Resources.Action_MigrateNow}" />
+                            <controls:HyperlinkIconButton
+                                Command="{Binding OpenPatreonBlogPostCommand}"
+                                Content="{x:Static lang:Resources.Action_LearnMore}"
+                                Icon="Open" />
+                        </StackPanel>
+                    </StackPanel>
+                </ui:InfoBar.Content>
+            </ui:InfoBar>
+
             <controls:SettingsAccountLinkExpander
                 ConnectCommand="{Binding ConnectLykosCommand}"
                 DisconnectCommand="{Binding DisconnectLykosCommand}"
                 Header="Lykos"
                 HeaderTargetUri="{x:Static sm:Assets.LykosUrl}"
                 IsConnected="{Binding LykosStatus.IsConnected}"
-                OffDescription="Manage connected features in Stability Matrix">
+                OffDescription="{x:Static lang:Resources.Label_LykosOffDescription}">
                 <controls:SettingsAccountLinkExpander.IconSource>
                     <ui:ImageIconSource Source="{StaticResource BrandsLykos}" />
                 </controls:SettingsAccountLinkExpander.IconSource>
@@ -147,25 +320,6 @@
                 </controls:SettingsAccountLinkExpander.IsLoading>
             </controls:SettingsAccountLinkExpander>
 
-            <controls:SettingsAccountLinkExpander
-                ConnectCommand="{Binding ConnectPatreonCommand}"
-                DisconnectCommand="{Binding DisconnectPatreonCommand}"
-                Header="Patreon"
-                HeaderTargetUri="{x:Static sm:Assets.PatreonUrl}"
-                IsConnected="{Binding IsPatreonConnected}"
-                IsEnabled="{Binding LykosStatus.IsConnected}"
-                OffDescription="Access Preview and Dev release channels for auto-updates">
-                <controls:SettingsAccountLinkExpander.IconSource>
-                    <ui:ImageIconSource Source="{StaticResource BrandsPatreonSymbolWhite}" />
-                </controls:SettingsAccountLinkExpander.IconSource>
-                <controls:SettingsAccountLinkExpander.IsLoading>
-                    <MultiBinding Converter="{x:Static BoolConverters.Or}">
-                        <Binding Path="ConnectPatreonCommand.IsRunning" />
-                        <Binding Path="!IsInitialUpdateFinished" />
-                    </MultiBinding>
-                </controls:SettingsAccountLinkExpander.IsLoading>
-            </controls:SettingsAccountLinkExpander>
-
             <sg:SpacedGrid
                 Margin="0,6,0,0"
                 RowDefinitions="Auto,*,*,*"
@@ -182,7 +336,7 @@
                     Header="CivitAI"
                     HeaderTargetUri="{x:Static sm:Assets.CivitAIUrl}"
                     IsConnected="{Binding CivitStatus.IsConnected}"
-                    OffDescription="Connect to download models that require login from CivitAI"
+                    OffDescription="{x:Static lang:Resources.Label_CivitAIOffDescription}"
                     OnDescriptionExtra="{Binding CivitStatus.UsernameWithParentheses}">
                     <controls:SettingsAccountLinkExpander.IconSource>
                         <ui:BitmapIconSource UriSource="avares://StabilityMatrix.Avalonia/Assets/brands-civitai.png" />
@@ -202,7 +356,7 @@
                     Header="Hugging Face"
                     HeaderTargetUri="https://huggingface.co/settings/tokens"
                     IsConnected="{Binding IsHuggingFaceConnected}"
-                    OffDescription="Connect to download models that require login from Hugging Face"
+                    OffDescription="{x:Static lang:Resources.Label_HuggingFaceOffDescription}"
                     OnDescriptionExtra="{Binding HuggingFaceUsernameWithParentheses}">
                     <controls:SettingsAccountLinkExpander.IconSource>
                         <ui:BitmapIconSource UriSource="avares://StabilityMatrix.Avalonia/Assets/brands-hf-logo.png" />
@@ -222,7 +376,7 @@
                 Margin="0,16,0,8"
                 FontSize="16"
                 FontWeight="SemiBold"
-                Text="Image Generation APIs" />
+                Text="{x:Static lang:Resources.Label_ImageGenerationApis}" />
 
             <controls:SettingsAccountLinkExpander
                 ConnectCommand="{Binding SetGeminiApiKeyCommand}"
@@ -230,12 +384,45 @@
                 Header="Gemini API"
                 HeaderTargetUri="https://aistudio.google.com/api-keys"
                 IsConnected="{Binding HasGeminiApiKey}"
-                OffDescription="Add your Gemini API key to use Nano Banana in the Image Lab for image generation">
+                OffDescription="{x:Static lang:Resources.Label_GeminiOffDescription}">
                 <controls:SettingsAccountLinkExpander.IconSource>
                     <fluentIcons:SymbolIconSource Symbol="Sparkle" />
                 </controls:SettingsAccountLinkExpander.IconSource>
             </controls:SettingsAccountLinkExpander>
 
+            <!--  Legacy Connections (Patreon) - only visible when Patreon is linked  -->
+            <StackPanel IsVisible="{Binding IsPatreonConnected}">
+                <TextBlock
+                    Margin="0,24,0,4"
+                    FontWeight="Medium"
+                    Text="{x:Static lang:Resources.Label_LegacyConnections}" />
+                <TextBlock
+                    Margin="0,0,0,8"
+                    FontSize="12"
+                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                    Text="{x:Static lang:Resources.Label_PatreonLegacyDescription}"
+                    TextWrapping="Wrap" />
+
+                <controls:SettingsAccountLinkExpander
+                    ConnectCommand="{Binding ConnectPatreonCommand}"
+                    DisconnectCommand="{Binding DisconnectPatreonCommand}"
+                    Header="Patreon"
+                    HeaderTargetUri="{x:Static sm:Assets.PatreonUrl}"
+                    IsConnected="{Binding IsPatreonConnected}"
+                    IsEnabled="{Binding LykosStatus.IsConnected}"
+                    OffDescription="{x:Static lang:Resources.Label_PatreonOffDescription}">
+                    <controls:SettingsAccountLinkExpander.IconSource>
+                        <ui:ImageIconSource Source="{StaticResource BrandsPatreonSymbolWhite}" />
+                    </controls:SettingsAccountLinkExpander.IconSource>
+                    <controls:SettingsAccountLinkExpander.IsLoading>
+                        <MultiBinding Converter="{x:Static BoolConverters.Or}">
+                            <Binding Path="ConnectPatreonCommand.IsRunning" />
+                            <Binding Path="!IsInitialUpdateFinished" />
+                        </MultiBinding>
+                    </controls:SettingsAccountLinkExpander.IsLoading>
+                </controls:SettingsAccountLinkExpander>
+            </StackPanel>
+
         </StackPanel>
     </ScrollViewer>
 
diff --git a/StabilityMatrix.Avalonia/Views/Settings/AccountSettingsPage.axaml.cs b/StabilityMatrix.Avalonia/Views/Settings/AccountSettingsPage.axaml.cs
index ae3d43295..c529f52af 100644
--- a/StabilityMatrix.Avalonia/Views/Settings/AccountSettingsPage.axaml.cs
+++ b/StabilityMatrix.Avalonia/Views/Settings/AccountSettingsPage.axaml.cs
@@ -1,5 +1,9 @@
-using Injectio.Attributes;
+using Avalonia;
+using Avalonia.Controls;
+using Avalonia.Styling;
+using Injectio.Attributes;
 using StabilityMatrix.Avalonia.Controls;
+using StabilityMatrix.Avalonia.ViewModels.Settings;
 
 namespace StabilityMatrix.Avalonia.Views.Settings;
 
@@ -9,5 +13,50 @@ public partial class AccountSettingsPage : UserControlBase
     public AccountSettingsPage()
     {
         InitializeComponent();
+
+        DataContextChanged += OnDataContextChanged;
+    }
+
+    private void OnDataContextChanged(object? sender, EventArgs e)
+    {
+        if (DataContext is AccountSettingsViewModel vm)
+        {
+            vm.PropertyChanged += (_, args) =>
+            {
+                if (args.PropertyName == nameof(AccountSettingsViewModel.RoleBadges))
+                {
+                    UpdateRoleBadges(vm);
+                }
+            };
+
+            // Initial update
+            UpdateRoleBadges(vm);
+        }
+    }
+
+    private void UpdateRoleBadges(AccountSettingsViewModel vm)
+    {
+        var panel = this.FindControl<WrapPanel>("RoleBadgesPanel");
+        if (panel is null)
+            return;
+
+        panel.Children.Clear();
+
+        foreach (var badge in vm.RoleBadges)
+        {
+            var label = new Label { Content = badge.DisplayName, Margin = new Thickness(0, 0, 4, 4) };
+
+            if (
+                this.TryFindResource("TagLabel", ActualThemeVariant, out var theme)
+                && theme is ControlTheme controlTheme
+            )
+            {
+                label.Theme = controlTheme;
+            }
+
+            label.Classes.Add(badge.ColorClass);
+
+            panel.Children.Add(label);
+        }
     }
 }
diff --git a/StabilityMatrix.Core/Api/LykosAuthApi/Generated/Refitter.g.cs b/StabilityMatrix.Core/Api/LykosAuthApi/Generated/Refitter.g.cs
index f8cb73f3e..ad1d872a5 100644
--- a/StabilityMatrix.Core/Api/LykosAuthApi/Generated/Refitter.g.cs
+++ b/StabilityMatrix.Core/Api/LykosAuthApi/Generated/Refitter.g.cs
@@ -198,6 +198,23 @@ public partial class AccountResponse
         [JsonPropertyName("patreonId")]
         public string PatreonId { get; set; }
 
+        [JsonPropertyName("stripeSubscriptionStatus")]
+        public string StripeSubscriptionStatus { get; set; }
+
+        [JsonPropertyName("shoutoutName")]
+        public string ShoutoutName { get; set; }
+
+        [JsonPropertyName("country")]
+        public string Country { get; set; }
+
+        [JsonPropertyName("preferredLanguage")]
+        public string PreferredLanguage { get; set; }
+
+        [JsonPropertyName("preferredCurrency")]
+        public string PreferredCurrency { get; set; }
+        
+        [JsonPropertyName("memberSince")]
+        public DateTimeOffset? MemberSince { get; set; }
     }
 
     [System.CodeDom.Compiler.GeneratedCode("NJsonSchema", "14.2.0.0 (NJsonSchema v11.1.0.0 (Newtonsoft.Json v13.0.0.0))")]
@@ -255,4 +272,4 @@ public IDictionary<string, object> AdditionalProperties
 #pragma warning restore 3016
 #pragma warning restore 8603
 #pragma warning restore 8604
-#pragma warning restore 8625
\ No newline at end of file
+#pragma warning restore 8625
diff --git a/StabilityMatrix.Core/Models/Api/Lykos/LykosAccountStatusUpdateEventArgs.cs b/StabilityMatrix.Core/Models/Api/Lykos/LykosAccountStatusUpdateEventArgs.cs
index 239ffd41b..f51773d82 100644
--- a/StabilityMatrix.Core/Models/Api/Lykos/LykosAccountStatusUpdateEventArgs.cs
+++ b/StabilityMatrix.Core/Models/Api/Lykos/LykosAccountStatusUpdateEventArgs.cs
@@ -7,6 +7,9 @@ namespace StabilityMatrix.Core.Models.Api.Lykos;
 
 public class LykosAccountStatusUpdateEventArgs : EventArgs
 {
+    private static readonly string[] TierRoles = ["Visionary", "Pioneer", "Insider", "Supporter"];
+    private static readonly string[] SpecialRoles = ["Developer", "BetaTester", "Translator"];
+
     public static LykosAccountStatusUpdateEventArgs Disconnected { get; } = new();
 
     public bool IsConnected { get; init; }
@@ -24,5 +27,23 @@ public class LykosAccountStatusUpdateEventArgs : EventArgs
 
     public bool IsPatreonConnected => User?.PatreonId != null;
 
-    public bool IsActiveSupporter => User?.Roles.Contains("ActivePatron") == true;
+    public bool IsActiveSupporter =>
+        User?.Roles.Contains("ActivePatron") == true || User?.Roles.Contains("ActiveSubscriber") == true;
+
+    /// <summary>
+    /// The highest subscription tier from the user's roles, or null if none.
+    /// Priority: Visionary > Pioneer > Insider > Supporter.
+    /// </summary>
+    public string? HighestTier => TierRoles.FirstOrDefault(r => User?.Roles.Contains(r) == true);
+
+    /// <summary>
+    /// All displayable roles (tier + special) the user has, in priority order.
+    /// </summary>
+    public IReadOnlyList<string> DisplayRoles =>
+        TierRoles.Concat(SpecialRoles).Where(r => User?.Roles.Contains(r) == true).ToList();
+
+    /// <summary>
+    /// Whether the user has an active Stripe subscription (active or trialing).
+    /// </summary>
+    public bool HasStripeSubscription => User?.StripeSubscriptionStatus is "active" or "trialing";
 }

From 532a35171d5f2f76260c7547de3ac5c22a564da7 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Thu, 9 Apr 2026 22:57:15 -0700
Subject: [PATCH 132/218] Add zh-Hans translations

---
 .../Languages/Resources.zh-Hans.resx          | 102 ++++++++++++++++++
 1 file changed, 102 insertions(+)

diff --git a/StabilityMatrix.Avalonia/Languages/Resources.zh-Hans.resx b/StabilityMatrix.Avalonia/Languages/Resources.zh-Hans.resx
index a8a0ca1a0..a73c5bb40 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.zh-Hans.resx
+++ b/StabilityMatrix.Avalonia/Languages/Resources.zh-Hans.resx
@@ -1385,4 +1385,106 @@ Spark 模型规模庞大，算力需求堪比万亿参数的基础模型。我
 
 我们极其重视您的隐私（详情请参阅[生成式 AI 条款](https://lykos.ai/gen-ai-terms)）。Lykos AI 及必要的云服务提供商**绝不会**使用您的提示或生成结果来训练 AI 模型。我们仅在为确保功能正常运行时处理您的数据，**处理完成后也只保留必要的元数据（如时间、Token 数量），不保留提示内容本身**。您的数据绝不会被出售或共享。</value>
   </data>
+  <data name="Label_SupportUs" xml:space="preserve">
+    <value>支持我们</value>
+  </data>
+  <data name="Label_Membership" xml:space="preserve">
+    <value>会员</value>
+  </data>
+  <data name="Action_ManageMembership" xml:space="preserve">
+    <value>管理会员资格</value>
+  </data>
+  <data name="Action_BecomeSupporter" xml:space="preserve">
+    <value>成为支持者</value>
+  </data>
+  <data name="Label_LegacyConnections" xml:space="preserve">
+    <value>旧版连接</value>
+  </data>
+  <data name="Label_PatreonLegacyDescription" xml:space="preserve">
+    <value>Patreon 已不再用于新的会员资格。现有的连接在过渡期间仍然有效。</value>
+  </data>
+  <data name="Sponsorship_ConnectLykosPrompt" xml:space="preserve">
+    <value>登录您的 Lykos 账号以激活会员权益。</value>
+  </data>
+  <data name="InfoBar_PatreonMigration" xml:space="preserve">
+    <value>您现在可以迁移到 Lykos 会员。保留您的等级并支持独立开发。</value>
+  </data>
+  <data name="InfoBar_PatreonGracePeriod" xml:space="preserve">
+    <value>您的 Patreon 权益将持续到 {0}。</value>
+    <comment>{0} = date</comment>
+  </data>
+  <data name="Action_LearnMore" xml:space="preserve">
+    <value>了解更多</value>
+  </data>
+  <data name="Action_MigrateNow" xml:space="preserve">
+    <value>立即迁移</value>
+  </data>
+  <data name="Label_ThankYouSupporter" xml:space="preserve">
+    <value>感谢您支持 Stability Matrix 💙</value>
+  </data>
+  <data name="Label_SupporterCTA" xml:space="preserve">
+    <value>支持开源开发，解锁额外功能和社区专属特权。</value>
+  </data>
+  <data name="Action_ManageLykosAccount" xml:space="preserve">
+    <value>管理您的 Lykos 账号</value>
+  </data>
+  <data name="Action_EditGravatar" xml:space="preserve">
+    <value>在 Gravatar 上编辑头像</value>
+  </data>
+  <data name="Action_CopyUserId" xml:space="preserve">
+    <value>复制用户 ID</value>
+  </data>
+  <data name="Label_LykosOffDescription" xml:space="preserve">
+    <value>管理 Stability Matrix 中的连接功能</value>
+  </data>
+  <data name="Label_PatreonOffDescription" xml:space="preserve">
+    <value>获取预览版和开发版频道的自动更新</value>
+  </data>
+  <data name="Label_CivitAIOffDescription" xml:space="preserve">
+    <value>连接以下载需要 CivitAI 登录的模型</value>
+  </data>
+  <data name="Label_HuggingFaceOffDescription" xml:space="preserve">
+    <value>连接以下载需要 Hugging Face 登录的模型</value>
+  </data>
+  <data name="Label_ImageGenerationApis" xml:space="preserve">
+    <value>图像生成API</value>
+  </data>
+  <data name="Label_GeminiOffDescription" xml:space="preserve">
+    <value>添加您的 Gemini API 密钥，以便在 Image Lab 中使用 Nano Banana 生成图像</value>
+  </data>
+  <data name="Label_AboutAccountCredentials" xml:space="preserve">
+    <value>关于账号凭据</value>
+  </data>
+  <data name="Label_CredentialsStorageNotice" xml:space="preserve">
+    <value>账号凭据和令牌会使用 AES 加密存储在您的本地电脑上。
+
+如果您更改了电脑硬件，可能需要重新登录账号。
+
+保存后将无法再次查看账号令牌。如果需要在其他地方使用，请妥善记录。</value>
+  </data>
+  <data name="Label_ConnectPatreonAccount" xml:space="preserve">
+    <value>连接 Patreon 账号</value>
+  </data>
+  <data name="Label_ActiveSupporterTier" xml:space="preserve">
+    <value>{0} 支持者</value>
+    <comment>{0} = tier name (Supporter, Insider, Pioneer, Visionary)</comment>
+  </data>
+  <data name="Label_ContributorAccess" xml:space="preserve">
+    <value>您拥有贡献者权限</value>
+  </data>
+  <data name="Label_ThankYouContributor" xml:space="preserve">
+    <value>感谢您与我们一起构建 💙</value>
+  </data>
+  <data name="Label_ContributorAccessDescription" xml:space="preserve">
+    <value>您拥有预览版和开发版发布频道的贡献者访问权限。</value>
+  </data>
+  <data name="Label_SupportingSince" xml:space="preserve">
+    <value>支持始于</value>
+  </data>
+  <data name="Label_Benefits" xml:space="preserve">
+    <value>权益</value>
+  </data>
+  <data name="Label_Community" xml:space="preserve">
+    <value>社区</value>
+  </data>
 </root>

From b4b75d47f09af318c2c4ad10407af6c8eac7fe97 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Thu, 9 Apr 2026 23:01:02 -0700
Subject: [PATCH 133/218] Enhanced & added more jp translations

---
 .../Languages/Resources.ja-JP.resx            | 64 +++++++++++++++----
 1 file changed, 53 insertions(+), 11 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Languages/Resources.ja-JP.resx b/StabilityMatrix.Avalonia/Languages/Resources.ja-JP.resx
index 54bc22a65..d880129af 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.ja-JP.resx
+++ b/StabilityMatrix.Avalonia/Languages/Resources.ja-JP.resx
@@ -1442,25 +1442,26 @@ Sparkは兆レベルのパラメータを持つ基盤モデルで、膨大なパ
     <value>メンバーシップ</value>
   </data>
   <data name="Action_ManageMembership" xml:space="preserve">
-    <value>メンバーシップを管理</value>
+    <value>メンバーシップの管理</value>
   </data>
   <data name="Action_BecomeSupporter" xml:space="preserve">
     <value>サポーターになる</value>
   </data>
   <data name="Label_LegacyConnections" xml:space="preserve">
-    <value>以前の連携</value>
+    <value>従来の連携</value>
   </data>
   <data name="Label_PatreonLegacyDescription" xml:space="preserve">
-    <value>Patreonは新規メンバーシップには使用されません。既存のPatreon連携は移行期間中、引き続き有効です。</value>
+    <value>Patreonは新規メンバーシップには使用されなくなりました。既存の連携は移行期間中、引き続き有効です。</value>
   </data>
   <data name="Sponsorship_ConnectLykosPrompt" xml:space="preserve">
-    <value>メンバーシップ特典を有効にするには、Lykosアカウントでサインインしてください。</value>
+    <value>Lykosアカウントでサインインして、メンバーシップ特典を有効にしてください。</value>
   </data>
   <data name="InfoBar_PatreonMigration" xml:space="preserve">
-    <value>Lykosダイレクトメンバーシップに移行できるようになりました。ティアを維持したまま、独立した開発を支援できます。</value>
+    <value>直接Lykosメンバーシップへ移行できるようになりました。ティアはそのまま、独立した開発を支援できます。</value>
   </data>
   <data name="InfoBar_PatreonGracePeriod" xml:space="preserve">
     <value>Patreonの特典は{0}まで引き続きご利用いただけます。</value>
+    <comment>{0} = date</comment>
   </data>
   <data name="Action_LearnMore" xml:space="preserve">
     <value>詳細を見る</value>
@@ -1469,22 +1470,63 @@ Sparkは兆レベルのパラメータを持つ基盤モデルで、膨大なパ
     <value>今すぐ移行</value>
   </data>
   <data name="Label_ThankYouSupporter" xml:space="preserve">
-    <value>Stability Matrixをご支援いただきありがとうございます！</value>
+    <value>Stability Matrixをご支援いただきありがとうございます 💙</value>
   </data>
   <data name="Label_SupporterCTA" xml:space="preserve">
-    <value>オープンソース開発を支援し、追加機能やコミュニティ特典をご利用いただけます。</value>
+    <value>オープンソース開発を支援し、追加機能やコミュニティ特典にアクセスしましょう。</value>
+  </data>
+  <data name="Action_ManageLykosAccount" xml:space="preserve">
+    <value>Lykosアカウントの管理</value>
+  </data>
+  <data name="Action_EditGravatar" xml:space="preserve">
+    <value>Gravatarでプロフィール画像を編集</value>
+  </data>
+  <data name="Action_CopyUserId" xml:space="preserve">
+    <value>ユーザーIDをコピー</value>
+  </data>
+  <data name="Label_LykosOffDescription" xml:space="preserve">
+    <value>Stability Matrixの連携機能の管理</value>
+  </data>
+  <data name="Label_PatreonOffDescription" xml:space="preserve">
+    <value>自動アップデートのプレビュー版および開発版リリースチャンネルへのアクセス</value>
+  </data>
+  <data name="Label_CivitAIOffDescription" xml:space="preserve">
+    <value>ログインが必要なモデルをCivitAIからダウンロードするために連携します</value>
+  </data>
+  <data name="Label_HuggingFaceOffDescription" xml:space="preserve">
+    <value>ログインが必要なモデルをHugging Faceからダウンロードするために連携します</value>
+  </data>
+  <data name="Label_ImageGenerationApis" xml:space="preserve">
+    <value>画像生成API</value>
+  </data>
+  <data name="Label_GeminiOffDescription" xml:space="preserve">
+    <value>Gemini APIキーを追加して、Image LabでNano Bananaを使用して画像を生成します</value>
+  </data>
+  <data name="Label_AboutAccountCredentials" xml:space="preserve">
+    <value>アカウント認証情報について</value>
+  </data>
+  <data name="Label_CredentialsStorageNotice" xml:space="preserve">
+    <value>アカウントの認証情報とトークンは、AES暗号化されてお使いのコンピュータにローカル保存されます。
+
+コンピュータのハードウェアを変更した場合、アカウントへの再ログインが必要になることがあります。
+
+アカウントトークンは保存後に表示されなくなるため、他の場所で使用する場合はメモしておいてください。</value>
+  </data>
+  <data name="Label_ConnectPatreonAccount" xml:space="preserve">
+    <value>Patreonアカウントを連携</value>
   </data>
   <data name="Label_ActiveSupporterTier" xml:space="preserve">
     <value>{0} サポーター</value>
+    <comment>{0} = tier name (Supporter, Insider, Pioneer, Visionary)</comment>
   </data>
   <data name="Label_ContributorAccess" xml:space="preserve">
-    <value>コントリビューターアクセスがあります</value>
+    <value>コントリビューターアクセス権があります</value>
   </data>
   <data name="Label_ThankYouContributor" xml:space="preserve">
-    <value>一緒に開発してくれてありがとう 💙</value>
+    <value>共に創り上げてくれてありがとう 💙</value>
   </data>
-  <data name="Label_ContributorAccessDescription" xml:space="preserve">
-    <value>プレビューおよび開発リリースチャンネルへのコントリビューターアクセスがあります。</value>
+    <data name="Label_ContributorAccessDescription" xml:space="preserve">
+    <value>プレビュー版および開発版リリースチャンネルへのコントリビューターアクセス権があります。</value>
   </data>
   <data name="Label_SupportingSince" xml:space="preserve">
     <value>サポート開始</value>

From d78aee905e44aee1f543488404aabf9362358a8b Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Thu, 9 Apr 2026 23:01:32 -0700
Subject: [PATCH 134/218] Enhanced and added more kr translations

---
 .../Languages/Resources.ko-KR.resx            | 62 ++++++++++++++++---
 1 file changed, 52 insertions(+), 10 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Languages/Resources.ko-KR.resx b/StabilityMatrix.Avalonia/Languages/Resources.ko-KR.resx
index aa6178f2f..75d1df6e3 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.ko-KR.resx
+++ b/StabilityMatrix.Avalonia/Languages/Resources.ko-KR.resx
@@ -1271,22 +1271,23 @@
     <value>멤버십 관리</value>
   </data>
   <data name="Action_BecomeSupporter" xml:space="preserve">
-    <value>후원자 되기</value>
+    <value>서포터 되기</value>
   </data>
   <data name="Label_LegacyConnections" xml:space="preserve">
     <value>이전 연결</value>
   </data>
   <data name="Label_PatreonLegacyDescription" xml:space="preserve">
-    <value>Patreon은 더 이상 신규 멤버십에 사용되지 않습니다. 기존 Patreon 연결은 전환 기간 동안 유효합니다.</value>
+    <value>Patreon은 더 이상 신규 멤버십에 사용되지 않습니다. 기존 연결은 전환 기간 동안 유효합니다.</value>
   </data>
   <data name="Sponsorship_ConnectLykosPrompt" xml:space="preserve">
     <value>멤버십 혜택을 활성화하려면 Lykos 계정으로 로그인하세요.</value>
   </data>
   <data name="InfoBar_PatreonMigration" xml:space="preserve">
-    <value>이제 Lykos 직접 멤버십으로 전환할 수 있습니다. 등급을 유지하면서 독립적인 개발을 후원하세요.</value>
+    <value>이제 Lykos 멤버십으로 직접 전환할 수 있습니다. 티어는 그대로 유지하고 독립적인 개발을 지원해 주세요.</value>
   </data>
   <data name="InfoBar_PatreonGracePeriod" xml:space="preserve">
-    <value>Patreon 혜택은 {0}까지 계속 이용할 수 있습니다.</value>
+    <value>Patreon 혜택은 {0}까지 계속 이용하실 수 있습니다.</value>
+    <comment>{0} = date</comment>
   </data>
   <data name="Action_LearnMore" xml:space="preserve">
     <value>자세히 알아보기</value>
@@ -1295,25 +1296,66 @@
     <value>지금 전환</value>
   </data>
   <data name="Label_ThankYouSupporter" xml:space="preserve">
-    <value>Stability Matrix를 후원해 주셔서 감사합니다!</value>
+    <value>Stability Matrix를 후원해 주셔서 감사합니다 💙</value>
   </data>
   <data name="Label_SupporterCTA" xml:space="preserve">
     <value>오픈소스 개발을 지원하고 추가 기능과 커뮤니티 혜택을 이용하세요.</value>
   </data>
+  <data name="Action_ManageLykosAccount" xml:space="preserve">
+    <value>Lykos 계정 관리</value>
+  </data>
+  <data name="Action_EditGravatar" xml:space="preserve">
+    <value>Gravatar에서 프로필 이미지 수정</value>
+  </data>
+  <data name="Action_CopyUserId" xml:space="preserve">
+    <value>사용자 ID 복사</value>
+  </data>
+  <data name="Label_LykosOffDescription" xml:space="preserve">
+    <value>Stability Matrix에 연결된 기능 관리</value>
+  </data>
+  <data name="Label_PatreonOffDescription" xml:space="preserve">
+    <value>자동 업데이트를 위한 프리뷰 및 개발 릴리스 채널 액세스</value>
+  </data>
+  <data name="Label_CivitAIOffDescription" xml:space="preserve">
+    <value>로그인이 필요한 CivitAI 모델을 다운로드하기 위해 연결합니다</value>
+  </data>
+  <data name="Label_HuggingFaceOffDescription" xml:space="preserve">
+    <value>로그인이 필요한 Hugging Face 모델을 다운로드하기 위해 연결합니다</value>
+  </data>
+  <data name="Label_ImageGenerationApis" xml:space="preserve">
+    <value>이미지 생성 API</value>
+  </data>
+  <data name="Label_GeminiOffDescription" xml:space="preserve">
+    <value>Gemini API 키를 추가하여 Image Lab에서 Nano Banana로 이미지를 생성하세요</value>
+  </data>
+  <data name="Label_AboutAccountCredentials" xml:space="preserve">
+    <value>계정 자격 증명 정보</value>
+  </data>
+  <data name="Label_CredentialsStorageNotice" xml:space="preserve">
+    <value>계정 자격 증명 및 토큰은 AES 암호화되어 컴퓨터에 로컬로 안전하게 저장됩니다.
+
+컴퓨터 하드웨어를 변경하는 경우 계정에 다시 로그인해야 할 수 있습니다.
+
+저장한 후에는 계정 토큰을 다시 볼 수 없으므로 다른 곳에서 사용해야 할 경우 메모해 두시기 바랍니다.</value>
+  </data>
+  <data name="Label_ConnectPatreonAccount" xml:space="preserve">
+    <value>Patreon 계정 연결</value>
+  </data>
   <data name="Label_ActiveSupporterTier" xml:space="preserve">
-    <value>{0} 후원자</value>
+    <value>{0} 서포터</value>
+    <comment>{0} = tier name (Supporter, Insider, Pioneer, Visionary)</comment>
   </data>
   <data name="Label_ContributorAccess" xml:space="preserve">
-    <value>기여자 액세스가 있습니다</value>
+    <value>기여자 권한이 있습니다</value>
   </data>
   <data name="Label_ThankYouContributor" xml:space="preserve">
-    <value>함께 만들어 주셔서 감사합니다 💙</value>
+    <value>함께 만들어가 주셔서 감사합니다 💙</value>
   </data>
   <data name="Label_ContributorAccessDescription" xml:space="preserve">
-    <value>미리보기 및 개발 릴리스 채널에 대한 기여자 액세스 권한이 있습니다.</value>
+    <value>미리보기 및 개발 릴리스 채널에 대한 기여자 접근 권한이 있습니다.</value>
   </data>
   <data name="Label_SupportingSince" xml:space="preserve">
-    <value>후원 시작</value>
+    <value>후원 시작일</value>
   </data>
   <data name="Label_Benefits" xml:space="preserve">
     <value>혜택</value>

From 45c57a3e0ed4be1a61cff22788ea5b022cdbd8e6 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Thu, 9 Apr 2026 23:31:52 -0700
Subject: [PATCH 135/218] Update & enhance de/fr/ko translations

---
 .../Languages/Resources.de.resx               | 52 +++++++++++++++--
 .../Languages/Resources.fr-FR.resx            | 56 ++++++++++++++++---
 .../Languages/Resources.ko-KR.resx            |  8 +--
 3 files changed, 100 insertions(+), 16 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Languages/Resources.de.resx b/StabilityMatrix.Avalonia/Languages/Resources.de.resx
index b547d66fe..3130c9d0a 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.de.resx
+++ b/StabilityMatrix.Avalonia/Languages/Resources.de.resx
@@ -1023,7 +1023,7 @@
     <comment>Fuzzy</comment>
   </data>
   <data name="Label_SupportUs" xml:space="preserve">
-    <value>Unterstützen</value>
+    <value>Uns unterstützen</value>
   </data>
   <data name="Label_Membership" xml:space="preserve">
     <value>Mitgliedschaft</value>
@@ -1038,7 +1038,7 @@
     <value>Frühere Verbindungen</value>
   </data>
   <data name="Label_PatreonLegacyDescription" xml:space="preserve">
-    <value>Patreon wird für neue Mitgliedschaften nicht mehr verwendet. Bestehende Patreon-Verbindungen bleiben während der Übergangszeit gültig.</value>
+    <value>Patreon wird für neue Mitgliedschaften nicht mehr verwendet. Bestehende Verbindungen bleiben während der Übergangszeit gültig.</value>
   </data>
   <data name="Sponsorship_ConnectLykosPrompt" xml:space="preserve">
     <value>Melde dich mit deinem Lykos-Konto an, um deine Mitgliedschaftsvorteile zu aktivieren.</value>
@@ -1048,21 +1048,63 @@
   </data>
   <data name="InfoBar_PatreonGracePeriod" xml:space="preserve">
     <value>Deine Patreon-Vorteile gelten weiterhin bis {0}.</value>
+    <comment>{0} = date</comment>
   </data>
   <data name="Action_LearnMore" xml:space="preserve">
     <value>Mehr erfahren</value>
   </data>
   <data name="Action_MigrateNow" xml:space="preserve">
-    <value>Jetzt migrieren</value>
+    <value>Jetzt wechseln</value>
   </data>
   <data name="Label_ThankYouSupporter" xml:space="preserve">
-    <value>Danke für deine Unterstützung von Stability Matrix!</value>
+    <value>Danke für deine Unterstützung von Stability Matrix 💙</value>
   </data>
   <data name="Label_SupporterCTA" xml:space="preserve">
     <value>Unterstütze die Open-Source-Entwicklung und erhalte Zugang zu zusätzlichen Funktionen und Community-Vorteilen.</value>
   </data>
+  <data name="Action_ManageLykosAccount" xml:space="preserve">
+    <value>Lykos-Konto verwalten</value>
+  </data>
+  <data name="Action_EditGravatar" xml:space="preserve">
+    <value>Profilbild auf Gravatar bearbeiten</value>
+  </data>
+  <data name="Action_CopyUserId" xml:space="preserve">
+    <value>Benutzer-ID kopieren</value>
+  </data>
+  <data name="Label_LykosOffDescription" xml:space="preserve">
+    <value>Verbundene Funktionen in Stability Matrix verwalten</value>
+  </data>
+  <data name="Label_PatreonOffDescription" xml:space="preserve">
+    <value>Zugriff auf Vorschau- und Entwicklerversionen für automatische Updates</value>
+  </data>
+  <data name="Label_CivitAIOffDescription" xml:space="preserve">
+    <value>Verbinden, um Modelle herunterzuladen, die eine Anmeldung bei CivitAI erfordern</value>
+  </data>
+  <data name="Label_HuggingFaceOffDescription" xml:space="preserve">
+    <value>Verbinden, um Modelle herunterzuladen, die eine Anmeldung bei Hugging Face erfordern</value>
+  </data>
+  <data name="Label_ImageGenerationApis" xml:space="preserve">
+    <value>Bildgenerierungs-APIs</value>
+  </data>
+  <data name="Label_GeminiOffDescription" xml:space="preserve">
+    <value>Füge deinen Gemini-API-Schlüssel hinzu, um Nano Banana im Image Lab zur Bildgenerierung zu nutzen</value>
+  </data>
+  <data name="Label_AboutAccountCredentials" xml:space="preserve">
+    <value>Über Konto-Anmeldeinformationen</value>
+  </data>
+  <data name="Label_CredentialsStorageNotice" xml:space="preserve">
+    <value>Kontoanmeldeinformationen und Tokens werden lokal auf deinem Computer mit AES-Verschlüsselung gespeichert.
+
+Wenn du Änderungen an deiner Computerhardware vornimmst, musst du dich möglicherweise erneut bei deinen Konten anmelden.
+
+Konto-Tokens sind nach dem Speichern nicht mehr einsehbar. Bitte notiere sie, wenn du sie woanders benötigst.</value>
+  </data>
+  <data name="Label_ConnectPatreonAccount" xml:space="preserve">
+    <value>Patreon-Konto verbinden</value>
+  </data>
   <data name="Label_ActiveSupporterTier" xml:space="preserve">
     <value>{0}-Unterstützer</value>
+    <comment>{0} = tier name</comment>
   </data>
   <data name="Label_ContributorAccess" xml:space="preserve">
     <value>Du hast Mitwirkenden-Zugang</value>
@@ -1074,7 +1116,7 @@
     <value>Du hast Mitwirkenden-Zugang zu Vorschau- und Entwicklungs-Release-Kanälen.</value>
   </data>
   <data name="Label_SupportingSince" xml:space="preserve">
-    <value>Unterstützer seit</value>
+    <value>Unterstützt seit</value>
   </data>
   <data name="Label_Benefits" xml:space="preserve">
     <value>Vorteile</value>
diff --git a/StabilityMatrix.Avalonia/Languages/Resources.fr-FR.resx b/StabilityMatrix.Avalonia/Languages/Resources.fr-FR.resx
index d34387d9c..3098881c5 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.fr-FR.resx
+++ b/StabilityMatrix.Avalonia/Languages/Resources.fr-FR.resx
@@ -1115,7 +1115,7 @@
     <comment>Fuzzy</comment>
   </data>
   <data name="Label_SupportUs" xml:space="preserve">
-    <value>Nous soutenir</value>
+    <value>Soutenez-nous</value>
   </data>
   <data name="Label_Membership" xml:space="preserve">
     <value>Adhésion</value>
@@ -1130,16 +1130,17 @@
     <value>Anciennes connexions</value>
   </data>
   <data name="Label_PatreonLegacyDescription" xml:space="preserve">
-    <value>Patreon n'est plus utilisé pour les nouvelles adhésions. Les connexions Patreon existantes restent valides pendant la période de transition.</value>
+    <value>Patreon n'est plus utilisé pour les nouvelles adhésions. Les connexions existantes restent valides pendant la transition.</value>
   </data>
   <data name="Sponsorship_ConnectLykosPrompt" xml:space="preserve">
     <value>Connectez-vous avec votre compte Lykos pour activer vos avantages d'adhésion.</value>
   </data>
   <data name="InfoBar_PatreonMigration" xml:space="preserve">
-    <value>Vous pouvez maintenant passer à une adhésion directe Lykos. Conservez votre niveau et soutenez le développement indépendant.</value>
+    <value>Vous pouvez désormais passer à une adhésion directe Lykos. Conservez votre niveau et soutenez le développement indépendant.</value>
   </data>
   <data name="InfoBar_PatreonGracePeriod" xml:space="preserve">
     <value>Vos avantages Patreon restent actifs jusqu'au {0}.</value>
+    <comment>{0} = date</comment>
   </data>
   <data name="Action_LearnMore" xml:space="preserve">
     <value>En savoir plus</value>
@@ -1148,13 +1149,54 @@
     <value>Migrer maintenant</value>
   </data>
   <data name="Label_ThankYouSupporter" xml:space="preserve">
-    <value>Merci de soutenir Stability Matrix !</value>
+    <value>Merci de soutenir Stability Matrix 💙</value>
   </data>
   <data name="Label_SupporterCTA" xml:space="preserve">
-    <value>Soutenez le développement open-source et accédez à des fonctionnalités supplémentaires et avantages communautaires.</value>
+    <value>Soutenez le développement open-source et accédez à des fonctionnalités supplémentaires et des avantages communautaires.</value>
+  </data>
+  <data name="Action_ManageLykosAccount" xml:space="preserve">
+    <value>Gérer votre compte Lykos</value>
+  </data>
+  <data name="Action_EditGravatar" xml:space="preserve">
+    <value>Modifier l'image de profil sur Gravatar</value>
+  </data>
+  <data name="Action_CopyUserId" xml:space="preserve">
+    <value>Copier l'ID utilisateur</value>
+  </data>
+  <data name="Label_LykosOffDescription" xml:space="preserve">
+    <value>Gérer les fonctionnalités connectées dans Stability Matrix</value>
+  </data>
+  <data name="Label_PatreonOffDescription" xml:space="preserve">
+    <value>Accéder aux canaux de préversion et de développement pour les mises à jour automatiques</value>
+  </data>
+  <data name="Label_CivitAIOffDescription" xml:space="preserve">
+    <value>Se connecter pour télécharger des modèles nécessitant une connexion CivitAI</value>
+  </data>
+  <data name="Label_HuggingFaceOffDescription" xml:space="preserve">
+    <value>Se connecter pour télécharger des modèles nécessitant une connexion Hugging Face</value>
+  </data>
+  <data name="Label_ImageGenerationApis" xml:space="preserve">
+    <value>APIs de génération d'images</value>
+  </data>
+  <data name="Label_GeminiOffDescription" xml:space="preserve">
+    <value>Ajoutez votre clé API Gemini pour utiliser Nano Banana dans l'Image Lab pour la génération d'images</value>
+  </data>
+  <data name="Label_AboutAccountCredentials" xml:space="preserve">
+    <value>À propos des identifiants de compte</value>
+  </data>
+  <data name="Label_CredentialsStorageNotice" xml:space="preserve">
+    <value>Les identifiants de compte et les jetons sont stockés localement sur votre ordinateur, avec un chiffrement AES au repos.
+
+Si vous modifiez le matériel de votre ordinateur, vous devrez peut-être vous reconnecter à vos comptes.
+
+Les jetons de compte ne seront plus visibles après l'enregistrement. Veuillez en prendre note si vous devez les utiliser ailleurs.</value>
+  </data>
+  <data name="Label_ConnectPatreonAccount" xml:space="preserve">
+    <value>Connecter un compte Patreon</value>
   </data>
   <data name="Label_ActiveSupporterTier" xml:space="preserve">
     <value>Soutien {0}</value>
+    <comment>{0} = tier name</comment>
   </data>
   <data name="Label_ContributorAccess" xml:space="preserve">
     <value>Vous avez un accès contributeur</value>
@@ -1163,10 +1205,10 @@
     <value>Merci de construire avec nous 💙</value>
   </data>
   <data name="Label_ContributorAccessDescription" xml:space="preserve">
-    <value>Vous avez un accès contributeur aux canaux de versions préliminaires et de développement.</value>
+    <value>Vous avez un accès contributeur aux canaux de préversion et de développement.</value>
   </data>
   <data name="Label_SupportingSince" xml:space="preserve">
-    <value>Soutien depuis</value>
+    <value>Soutien depuis le</value>
   </data>
   <data name="Label_Benefits" xml:space="preserve">
     <value>Avantages</value>
diff --git a/StabilityMatrix.Avalonia/Languages/Resources.ko-KR.resx b/StabilityMatrix.Avalonia/Languages/Resources.ko-KR.resx
index 75d1df6e3..dfe596c08 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.ko-KR.resx
+++ b/StabilityMatrix.Avalonia/Languages/Resources.ko-KR.resx
@@ -1299,7 +1299,7 @@
     <value>Stability Matrix를 후원해 주셔서 감사합니다 💙</value>
   </data>
   <data name="Label_SupporterCTA" xml:space="preserve">
-    <value>오픈소스 개발을 지원하고 추가 기능과 커뮤니티 혜택을 이용하세요.</value>
+    <value>오픈소스 개발을 후원하고 추가 기능과 커뮤니티 혜택을 이용해보세요.</value>
   </data>
   <data name="Action_ManageLykosAccount" xml:space="preserve">
     <value>Lykos 계정 관리</value>
@@ -1326,7 +1326,7 @@
     <value>이미지 생성 API</value>
   </data>
   <data name="Label_GeminiOffDescription" xml:space="preserve">
-    <value>Gemini API 키를 추가하여 Image Lab에서 Nano Banana로 이미지를 생성하세요</value>
+    <value>Image Lab에서 Nano Banana를 이미지 생성에 사용하려면 Gemini API 키를 추가하세요</value>
   </data>
   <data name="Label_AboutAccountCredentials" xml:space="preserve">
     <value>계정 자격 증명 정보</value>
@@ -1343,7 +1343,7 @@
   </data>
   <data name="Label_ActiveSupporterTier" xml:space="preserve">
     <value>{0} 서포터</value>
-    <comment>{0} = tier name (Supporter, Insider, Pioneer, Visionary)</comment>
+    <comment>{0} = tier name</comment>
   </data>
   <data name="Label_ContributorAccess" xml:space="preserve">
     <value>기여자 권한이 있습니다</value>
@@ -1352,7 +1352,7 @@
     <value>함께 만들어가 주셔서 감사합니다 💙</value>
   </data>
   <data name="Label_ContributorAccessDescription" xml:space="preserve">
-    <value>미리보기 및 개발 릴리스 채널에 대한 기여자 접근 권한이 있습니다.</value>
+    <value>프리뷰 및 개발 빌드 릴리스 채널에 대한 기여자 액세스 권한이 있습니다.</value>
   </data>
   <data name="Label_SupportingSince" xml:space="preserve">
     <value>후원 시작일</value>

From b3809df510ba969a0762e7974a3b106624efcd25 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Thu, 9 Apr 2026 23:40:46 -0700
Subject: [PATCH 136/218] Fix alignment for thanks text overflow

---
 .../Views/Settings/AccountSettingsPage.axaml    | 17 +++++++++++------
 1 file changed, 11 insertions(+), 6 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Views/Settings/AccountSettingsPage.axaml b/StabilityMatrix.Avalonia/Views/Settings/AccountSettingsPage.axaml
index c14ce777b..14fc35c69 100644
--- a/StabilityMatrix.Avalonia/Views/Settings/AccountSettingsPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/Settings/AccountSettingsPage.axaml
@@ -226,19 +226,19 @@
 
                 <!--  Expanded: Supporting since, Community, Manage link  -->
                 <ui:SettingsExpanderItem Padding="16,12">
-                    <Grid ColumnDefinitions="*,*,*" RowDefinitions="Auto,Auto,Auto">
+                    <Grid ColumnDefinitions="*,0.5*,0.7*" RowDefinitions="Auto,Auto,Auto">
                         <!--  Column headers  -->
                         <TextBlock
                             Grid.Row="0"
                             Grid.Column="0"
-                            Margin="0,0,0,6"
+                            Margin="0,0,16,6"
                             FontWeight="SemiBold"
                             Foreground="{DynamicResource TextFillColorSecondaryBrush}"
                             Text="{x:Static lang:Resources.Label_SupportingSince}" />
                         <TextBlock
                             Grid.Row="0"
                             Grid.Column="1"
-                            Margin="0,0,0,6"
+                            Margin="16,0,16,6"
                             FontWeight="SemiBold"
                             Foreground="{DynamicResource TextFillColorSecondaryBrush}"
                             Text="{x:Static lang:Resources.Label_Community}" />
@@ -247,10 +247,13 @@
                         <TextBlock
                             Grid.Row="1"
                             Grid.Column="0"
-                            Text="{Binding MemberSinceText, FallbackValue=''}" />
+                            Margin="0,0,16,0"
+                            Text="{Binding MemberSinceText, FallbackValue=''}"
+                            TextWrapping="Wrap" />
                         <Button
                             Grid.Row="1"
                             Grid.Column="1"
+                            Margin="16,0"
                             Padding="8,4"
                             Classes="transparent"
                             Command="{x:Static helpers:IOCommands.OpenUriCommand}"
@@ -263,6 +266,7 @@
                         <controls:HyperlinkIconButton
                             Grid.Row="1"
                             Grid.Column="2"
+                            Margin="16,0,0,0"
                             Command="{Binding OpenMembershipUrlCommand}"
                             Content="{x:Static lang:Resources.Action_ManageMembership}"
                             Icon="Open" />
@@ -271,9 +275,10 @@
                         <TextBlock
                             Grid.Row="2"
                             Grid.Column="0"
-                            Margin="0,4,0,0"
+                            Margin="0,4,16,0"
                             Foreground="{DynamicResource TextFillColorSecondaryBrush}"
-                            Text="{x:Static lang:Resources.Label_ThankYouSupporter}" />
+                            Text="{x:Static lang:Resources.Label_ThankYouSupporter}"
+                            TextWrapping="Wrap" />
                     </Grid>
                 </ui:SettingsExpanderItem>
             </ui:SettingsExpander>

From 8a0d98779e7f52a53e393069b8529826d2d2f498 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Fri, 10 Apr 2026 19:20:30 -0700
Subject: [PATCH 137/218] Update CHANGELOG with new features and fixes

Added new Membership support in Account Settings and updated various UI elements to enhance user experience.
---
 CHANGELOG.md | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 618cecb25..1dd3c7b81 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -14,12 +14,17 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Added support in the Checkpoints page to distinguish standard updates from Early Access-only updates - thanks to @x0x0b!
 - Added torch index for Strix/Gorgon Point Ryzen AI APUs on Windows - thanks to @NeuralFault!
 - Added retry button to failed downloads - thanks to @NeuralFault!
+- Added new Membership support in Account Settings with Patreon migration prompt
 ### Changed
 - Improved safetensor checkpoint classification to correctly detect UNet-only models for Wan Video, HiDream, Z-Image, Hunyuan3D, and diffusers-format Flux architectures, ensuring they are routed to the DiffusionModels folder
 - GGUF checkpoint downloads now go directly to the DiffusionModels folder instead of StableDiffusion
 - Configured portable Git to suppress detached HEAD advice messages
 - Settings file saves are now atomic to prevent corruption from interrupted writes
 - Updated torch indexes for A1111, ComfyUI, InvokeAI, and Forge-based UIs to rocm7.2 / cu128 depending on GPU - thanks to @NeuralFault!
+- Replaced the "Become a Patron" footer button with "Support Us", linking to the new direct Lykos support page at lykos.ai/membership
+- Updated the prompt dialog shown when enabling features like Accelerated Model Discovery to use Lykos accounts instead of Patreon linking
+- Moved the Patreon connection in Account Settings to a new "Legacy Connections" section, only shown for users with an existing Patreon link
+- Localized previously hardcoded strings on the Account Settings page (menu items, descriptions, section headers) and added Japanese, Korean, German, and French translations
 ### Fixed
 - Fixed the Package Manager "Add Package" teaching tip opening inopportunely while packages were still loading or after opening the add-package dialog
 - Fixed downloaded checkpoint going to StableDiffusion folder when a saved download preference existed, even for GGUF files that should always go to DiffusionModels

From f0575ec43db55b3f3fa1f9af51cd3790a00a5e32 Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Sat, 11 Apr 2026 17:49:52 -0700
Subject: [PATCH 138/218] Localize Prompt Amplifier & Supporter UI strings

Add localized resource entries (en, de, fr-FR, ja-JP, ko-KR) for prompt-amplifier messages, moderation/login/request error texts, and supporter description; expose them in Resources.Designer.cs. Update PromptCardViewModel to use localized Resources for dialog titles/messages, notification texts, and the Upgrade action label, and replace hardcoded Patreon URL with Assets.MembershipUrl. Update UpdateSettingsViewModel to use localized supporter action/description and Membership label, and use Assets.MembershipUrl for the button URL. This centralizes UI strings for translation and removes hardcoded URLs/strings.
---
 .../Languages/Resources.Designer.cs           | 48 +++++++++++++++++++
 .../Languages/Resources.de.resx               | 24 ++++++++++
 .../Languages/Resources.fr-FR.resx            | 24 ++++++++++
 .../Languages/Resources.ja-JP.resx            | 24 ++++++++++
 .../Languages/Resources.ko-KR.resx            | 24 ++++++++++
 .../Languages/Resources.resx                  | 25 ++++++++++
 .../Inference/PromptCardViewModel.cs          | 25 +++++-----
 .../Settings/UpdateSettingsViewModel.cs       | 26 +++++-----
 8 files changed, 195 insertions(+), 25 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs b/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs
index 52dfb8864..12b00f643 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs
+++ b/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs
@@ -4447,5 +4447,53 @@ public static string Watermark_EnterPackageName {
                 return ResourceManager.GetString("Watermark_EnterPackageName", resourceCulture);
             }
         }
+
+        public static string Label_PromptAmplifierRateLimitTitle {
+            get {
+                return ResourceManager.GetString("Label_PromptAmplifierRateLimitTitle", resourceCulture);
+            }
+        }
+
+        public static string Label_PromptAmplifierRateLimitMessage {
+            get {
+                return ResourceManager.GetString("Label_PromptAmplifierRateLimitMessage", resourceCulture);
+            }
+        }
+
+        public static string Label_PromptAmplifierError {
+            get {
+                return ResourceManager.GetString("Label_PromptAmplifierError", resourceCulture);
+            }
+        }
+
+        public static string Label_ModerationError {
+            get {
+                return ResourceManager.GetString("Label_ModerationError", resourceCulture);
+            }
+        }
+
+        public static string Label_PromptFlaggedMessage {
+            get {
+                return ResourceManager.GetString("Label_PromptFlaggedMessage", resourceCulture);
+            }
+        }
+
+        public static string Label_LoginRequiredMessage {
+            get {
+                return ResourceManager.GetString("Label_LoginRequiredMessage", resourceCulture);
+            }
+        }
+
+        public static string Label_RequestErrorMessage {
+            get {
+                return ResourceManager.GetString("Label_RequestErrorMessage", resourceCulture);
+            }
+        }
+
+        public static string Label_BecomeSupporterDescription {
+            get {
+                return ResourceManager.GetString("Label_BecomeSupporterDescription", resourceCulture);
+            }
+        }
     }
 }
diff --git a/StabilityMatrix.Avalonia/Languages/Resources.de.resx b/StabilityMatrix.Avalonia/Languages/Resources.de.resx
index 3130c9d0a..cb9538ec2 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.de.resx
+++ b/StabilityMatrix.Avalonia/Languages/Resources.de.resx
@@ -1124,4 +1124,28 @@ Konto-Tokens sind nach dem Speichern nicht mehr einsehbar. Bitte notiere sie, we
   <data name="Label_Community" xml:space="preserve">
     <value>Community</value>
   </data>
+  <data name="Label_PromptAmplifierRateLimitTitle" xml:space="preserve">
+    <value>Nutzungslimit erreicht</value>
+  </data>
+  <data name="Label_PromptAmplifierRateLimitMessage" xml:space="preserve">
+    <value>Du hast diesen Monat keine Prompt-Amplifier-Nutzung mehr übrig. Die Nutzung wird am 1. jedes Monats zurückgesetzt. (noch {0} Tage)</value>
+  </data>
+  <data name="Label_PromptAmplifierError" xml:space="preserve">
+    <value>Prompt-Amplifier-Fehler</value>
+  </data>
+  <data name="Label_ModerationError" xml:space="preserve">
+    <value>Moderationsfehler</value>
+  </data>
+  <data name="Label_PromptFlaggedMessage" xml:space="preserve">
+    <value>Dein Prompt wurde vom Moderationssystem markiert. Bitte versuche es mit einem anderen Prompt erneut.</value>
+  </data>
+  <data name="Label_LoginRequiredMessage" xml:space="preserve">
+    <value>Du musst angemeldet sein, um diese Funktion zu verwenden.</value>
+  </data>
+  <data name="Label_RequestErrorMessage" xml:space="preserve">
+    <value>Bei der Verarbeitung deiner Anfrage ist ein Fehler aufgetreten.</value>
+  </data>
+  <data name="Label_BecomeSupporterDescription" xml:space="preserve">
+    <value>Unterstütze das Stability Matrix-Team und erhalte Zugang zu frühen Entwicklungs-Builds, um neue Funktionen als Erster zu testen.</value>
+  </data>
 </root>
diff --git a/StabilityMatrix.Avalonia/Languages/Resources.fr-FR.resx b/StabilityMatrix.Avalonia/Languages/Resources.fr-FR.resx
index 3098881c5..8d6d7778d 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.fr-FR.resx
+++ b/StabilityMatrix.Avalonia/Languages/Resources.fr-FR.resx
@@ -1216,4 +1216,28 @@ Les jetons de compte ne seront plus visibles après l'enregistrement. Veuillez e
   <data name="Label_Community" xml:space="preserve">
     <value>Communauté</value>
   </data>
+  <data name="Label_PromptAmplifierRateLimitTitle" xml:space="preserve">
+    <value>Limite d'utilisation atteinte</value>
+  </data>
+  <data name="Label_PromptAmplifierRateLimitMessage" xml:space="preserve">
+    <value>Vous n'avez plus d'utilisation Prompt Amplifier ce mois-ci. L'utilisation est réinitialisée le 1er de chaque mois. ({0} jours restants)</value>
+  </data>
+  <data name="Label_PromptAmplifierError" xml:space="preserve">
+    <value>Erreur Prompt Amplifier</value>
+  </data>
+  <data name="Label_ModerationError" xml:space="preserve">
+    <value>Erreur de modération</value>
+  </data>
+  <data name="Label_PromptFlaggedMessage" xml:space="preserve">
+    <value>Votre prompt a été signalé par le système de modération. Veuillez réessayer avec un autre prompt.</value>
+  </data>
+  <data name="Label_LoginRequiredMessage" xml:space="preserve">
+    <value>Vous devez être connecté pour utiliser cette fonctionnalité.</value>
+  </data>
+  <data name="Label_RequestErrorMessage" xml:space="preserve">
+    <value>Une erreur s'est produite lors du traitement de votre demande.</value>
+  </data>
+  <data name="Label_BecomeSupporterDescription" xml:space="preserve">
+    <value>Soutenez l'équipe Stability Matrix et accédez aux builds de développement précoces pour tester les nouvelles fonctionnalités en avant-première.</value>
+  </data>
 </root>
diff --git a/StabilityMatrix.Avalonia/Languages/Resources.ja-JP.resx b/StabilityMatrix.Avalonia/Languages/Resources.ja-JP.resx
index d880129af..a702e8caa 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.ja-JP.resx
+++ b/StabilityMatrix.Avalonia/Languages/Resources.ja-JP.resx
@@ -1537,4 +1537,28 @@ Sparkは兆レベルのパラメータを持つ基盤モデルで、膨大なパ
   <data name="Label_Community" xml:space="preserve">
     <value>コミュニティ</value>
   </data>
+  <data name="Label_PromptAmplifierRateLimitTitle" xml:space="preserve">
+    <value>利用上限に達しました</value>
+  </data>
+  <data name="Label_PromptAmplifierRateLimitMessage" xml:space="preserve">
+    <value>今月のプロンプトアンプリファイアの利用回数がなくなりました。利用回数は毎月1日にリセットされます。（残り{0}日）</value>
+  </data>
+  <data name="Label_PromptAmplifierError" xml:space="preserve">
+    <value>プロンプトアンプリファイアエラー</value>
+  </data>
+  <data name="Label_ModerationError" xml:space="preserve">
+    <value>モデレーションエラー</value>
+  </data>
+  <data name="Label_PromptFlaggedMessage" xml:space="preserve">
+    <value>プロンプトがモデレーションシステムによってフラグされました。別のプロンプトでもう一度お試しください。</value>
+  </data>
+  <data name="Label_LoginRequiredMessage" xml:space="preserve">
+    <value>この機能を使用するにはログインが必要です。</value>
+  </data>
+  <data name="Label_RequestErrorMessage" xml:space="preserve">
+    <value>リクエストの処理中にエラーが発生しました。</value>
+  </data>
+  <data name="Label_BecomeSupporterDescription" xml:space="preserve">
+    <value>Stability Matrixチームを支援して、開発初期ビルドへのアクセスや新機能を最初に試す権利を獲得しましょう。</value>
+  </data>
 </root>
diff --git a/StabilityMatrix.Avalonia/Languages/Resources.ko-KR.resx b/StabilityMatrix.Avalonia/Languages/Resources.ko-KR.resx
index dfe596c08..847b18e25 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.ko-KR.resx
+++ b/StabilityMatrix.Avalonia/Languages/Resources.ko-KR.resx
@@ -1363,4 +1363,28 @@
   <data name="Label_Community" xml:space="preserve">
     <value>커뮤니티</value>
   </data>
+  <data name="Label_PromptAmplifierRateLimitTitle" xml:space="preserve">
+    <value>사용 한도 도달</value>
+  </data>
+  <data name="Label_PromptAmplifierRateLimitMessage" xml:space="preserve">
+    <value>이번 달 프롬프트 증폭기 사용량이 모두 소진되었습니다. 사용량은 매월 1일에 초기화됩니다. ({0}일 남음)</value>
+  </data>
+  <data name="Label_PromptAmplifierError" xml:space="preserve">
+    <value>프롬프트 증폭기 오류</value>
+  </data>
+  <data name="Label_ModerationError" xml:space="preserve">
+    <value>검수 오류</value>
+  </data>
+  <data name="Label_PromptFlaggedMessage" xml:space="preserve">
+    <value>프롬프트가 검수 시스템에 의해 차단되었습니다. 다른 프롬프트로 다시 시도해 주세요.</value>
+  </data>
+  <data name="Label_LoginRequiredMessage" xml:space="preserve">
+    <value>이 기능을 사용하려면 로그인이 필요합니다.</value>
+  </data>
+  <data name="Label_RequestErrorMessage" xml:space="preserve">
+    <value>요청을 처리하는 중 오류가 발생했습니다.</value>
+  </data>
+  <data name="Label_BecomeSupporterDescription" xml:space="preserve">
+    <value>Stability Matrix 팀을 후원하고 개발 초기 빌드에 액세스하여 새로운 기능을 가장 먼저 사용해 보세요.</value>
+  </data>
 </root>
diff --git a/StabilityMatrix.Avalonia/Languages/Resources.resx b/StabilityMatrix.Avalonia/Languages/Resources.resx
index 94a0fced7..f83edeedb 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.resx
+++ b/StabilityMatrix.Avalonia/Languages/Resources.resx
@@ -1614,4 +1614,29 @@ Account tokens will not be viewable after saving, please make a note of them if
   <data name="Label_Community" xml:space="preserve">
     <value>Community</value>
   </data>
+  <data name="Label_PromptAmplifierRateLimitTitle" xml:space="preserve">
+    <value>Rate Limit Reached</value>
+  </data>
+  <data name="Label_PromptAmplifierRateLimitMessage" xml:space="preserve">
+    <value>You have no Prompt Amplifier usage left this month. Usage resets on the 1st of each month. ({0} days left)</value>
+    <comment>{0} = days remaining until next month</comment>
+  </data>
+  <data name="Label_PromptAmplifierError" xml:space="preserve">
+    <value>Prompt Amplifier Error</value>
+  </data>
+  <data name="Label_ModerationError" xml:space="preserve">
+    <value>Moderation Error</value>
+  </data>
+  <data name="Label_PromptFlaggedMessage" xml:space="preserve">
+    <value>Your prompt was flagged by the moderation system. Please try again with a different prompt.</value>
+  </data>
+  <data name="Label_LoginRequiredMessage" xml:space="preserve">
+    <value>You need to be logged in to use this feature.</value>
+  </data>
+  <data name="Label_RequestErrorMessage" xml:space="preserve">
+    <value>There was an error processing your request.</value>
+  </data>
+  <data name="Label_BecomeSupporterDescription" xml:space="preserve">
+    <value>Support the Stability Matrix Team and get access to early development builds and be the first to test new features.</value>
+  </data>
 </root>
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/PromptCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/PromptCardViewModel.cs
index 40eb2ac8b..12c106926 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/PromptCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/PromptCardViewModel.cs
@@ -659,12 +659,15 @@ private async Task AmplifyPrompt()
                 case HttpStatusCode.PaymentRequired:
                 {
                     var dialog = DialogHelper.CreateMarkdownDialog(
-                        $"You have no Prompt Amplifier usage left this month. Usage resets on the 1st of each month. ({Utilities.GetNumDaysTilBeginningOfNextMonth()} days left)",
-                        "Rate Limit Reached"
+                        string.Format(
+                            Resources.Label_PromptAmplifierRateLimitMessage,
+                            Utilities.GetNumDaysTilBeginningOfNextMonth()
+                        ),
+                        Resources.Label_PromptAmplifierRateLimitTitle
                     );
-                    dialog.PrimaryButtonText = "Upgrade";
+                    dialog.PrimaryButtonText = Resources.Action_Upgrade;
                     dialog.PrimaryButtonCommand = new RelayCommand(() =>
-                        ProcessRunner.OpenUrl("https://patreon.com/join/StabilityMatrix")
+                        ProcessRunner.OpenUrl(Assets.MembershipUrl)
                     );
                     dialog.IsPrimaryButtonEnabled = true;
                     dialog.DefaultButton = ContentDialogButton.Primary;
@@ -674,8 +677,8 @@ private async Task AmplifyPrompt()
                 }
                 case HttpStatusCode.BadRequest:
                     notificationService.Show(
-                        "Moderation Error",
-                        "Your prompt was flagged by the moderation system. Please try again with a different prompt.",
+                        Resources.Label_ModerationError,
+                        Resources.Label_PromptFlaggedMessage,
                         NotificationType.Error
                     );
                     break;
@@ -687,16 +690,16 @@ private async Task AmplifyPrompt()
                     else
                     {
                         notificationService.Show(
-                            "Prompt Amplifier Error",
-                            "You need to be logged in to use this feature.",
+                            Resources.Label_PromptAmplifierError,
+                            Resources.Label_LoginRequiredMessage,
                             NotificationType.Error
                         );
                     }
                     break;
                 default:
                     notificationService.Show(
-                        "Prompt Amplifier Error",
-                        "There was an error processing your request.",
+                        Resources.Label_PromptAmplifierError,
+                        Resources.Label_RequestErrorMessage,
                         NotificationType.Error
                     );
                     break;
@@ -705,7 +708,7 @@ private async Task AmplifyPrompt()
         catch (Exception e)
         {
             logger.LogError(e, "Error amplifying prompt");
-            notificationService.Show("Prompt Amplifier Error", e.Message, NotificationType.Error);
+            notificationService.Show(Resources.Label_PromptAmplifierError, e.Message, NotificationType.Error);
         }
     }
 
diff --git a/StabilityMatrix.Avalonia/ViewModels/Settings/UpdateSettingsViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Settings/UpdateSettingsViewModel.cs
index 41ba1b7ff..5704efe09 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Settings/UpdateSettingsViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Settings/UpdateSettingsViewModel.cs
@@ -74,14 +74,14 @@ public UpdateChannelCard? SelectedUpdateChannelCard
             new()
             {
                 UpdateChannel = UpdateChannel.Development,
-                Description = Resources.Label_UpdatesDevChannelDescription
+                Description = Resources.Label_UpdatesDevChannelDescription,
             },
             new()
             {
                 UpdateChannel = UpdateChannel.Preview,
-                Description = Resources.Label_UpdatesPreviewChannelDescription
+                Description = Resources.Label_UpdatesPreviewChannelDescription,
             },
-            new() { UpdateChannel = UpdateChannel.Stable }
+            new() { UpdateChannel = UpdateChannel.Stable },
         };
 
     public UpdateSettingsViewModel(
@@ -178,28 +178,27 @@ public void ShowLoginRequiredDialog()
             .UIThread.InvokeAsync(async () =>
             {
                 var dialog = DialogHelper.CreateTaskDialog(
-                    "Become a Supporter",
-                    ""
-                        + "Support the Stability Matrix Team and get access to early development builds and be the first to test new features. "
+                    Resources.Action_BecomeSupporter,
+                    Resources.Label_BecomeSupporterDescription
                 );
 
                 dialog.Buttons = new[]
                 {
                     new(Resources.Label_Accounts, TaskDialogStandardResult.OK),
-                    TaskDialogButton.CloseButton
+                    TaskDialogButton.CloseButton,
                 };
 
                 dialog.Commands = new[]
                 {
                     new TaskDialogCommand
                     {
-                        Text = "Patreon",
-                        Description = "https://patreon.com/StabilityMatrix",
+                        Text = Resources.Label_Membership,
+                        Description = Assets.MembershipUrl.ToString(),
                         Command = new RelayCommand(() =>
                         {
-                            ProcessRunner.OpenUrl("https://patreon.com/StabilityMatrix");
-                        })
-                    }
+                            ProcessRunner.OpenUrl(Assets.MembershipUrl);
+                        }),
+                    },
                 };
 
                 if (await dialog.ShowAsync(true) is TaskDialogStandardResult.OK)
@@ -220,8 +219,7 @@ partial void OnUpdateStatusChanged(UpdateStatusChangedEventArgs? value)
         foreach (var card in AvailableUpdateChannelCards)
         {
             card.LatestVersion = value
-                ?.UpdateChannels
-                .Where(kv => kv.Key <= card.UpdateChannel)
+                ?.UpdateChannels.Where(kv => kv.Key <= card.UpdateChannel)
                 .Select(kv => kv.Value)
                 .MaxBy(info => info.Version, SemVersion.PrecedenceComparer)
                 ?.Version;

From 9a894866adb228956e9caff1c06899d3b7614248 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 19 Apr 2026 12:14:20 -0700
Subject: [PATCH 139/218] Improve CivitAI browser resilience and stop
 overwriting SwarmUI user settings

- CivitAI: use /api/v1/enums for base model type filter with fallback to legacy probe and a built-in list; fall back to direct CivitAI API when Discovery API returns 5xx/401 or fails
- CivitAI: add CivitaiUrlHelper so NSFW model links open/copy via civitai.red and the browser search accepts civitai.red URLs
- SwarmUI: merge install-time writes into existing Settings.fds / Backends.fds instead of rewriting from a stale settings template, preserving user edits and any user-added backends
- Bump FreneticLLC.FreneticUtilities 1.0.32 -> 1.1.4 (picks up async-init race fix in AutoConfiguration)

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 CHANGELOG.md                                  |   9 +
 Directory.Packages.props                      |   4 +-
 .../Services/CivitBaseModelTypeService.cs     | 168 +++++++++++++++---
 .../CheckpointBrowserCardViewModel.cs         |   2 +-
 .../CivitAiBrowserViewModel.cs                |  10 +-
 .../CivitDetailsPageViewModel.cs              |   8 +-
 .../CheckpointFileViewModel.cs                |  14 +-
 .../Api/CivitCompatApiManager.cs              |  53 +++++-
 StabilityMatrix.Core/Api/ICivitApi.cs         |   3 +
 .../Helper/CivitaiUrlHelper.cs                |  44 +++++
 .../Models/Api/CivitEnumsResponse.cs          |  12 ++
 .../Models/Packages/StableSwarm.cs            |  76 ++++----
 12 files changed, 330 insertions(+), 73 deletions(-)
 create mode 100644 StabilityMatrix.Core/Helper/CivitaiUrlHelper.cs
 create mode 100644 StabilityMatrix.Core/Models/Api/CivitEnumsResponse.cs

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 1dd3c7b81..688a2e5a9 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,15 @@ All notable changes to Stability Matrix will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2.0.0.html).
 
+## v2.16.0-pre.1
+### Added
+- Added support for the civitai.red (mature-content) domain — NSFW CivitAI links now open and copy as civitai.red URLs, and pasting a civitai.red URL into the CivitAI model browser search works the same as a civitai.com URL
+### Changed
+- The CivitAI base model type filter now uses CivitAI's official `/api/v1/enums` endpoint, with fallbacks to the previous technique and a built-in list, so the filter stays populated even if the CivitAI response format changes or the service is unreachable
+### Fixed
+- Fixed CivitAI model browsing breaking during Discovery API outages — the browser now falls back to the direct CivitAI API when Discovery returns a server error, authentication failure, or times out
+- Fixed SwarmUI user settings (theme, output format, server configuration, etc.) and any user-added backend entries being overwritten when the install flow ran over an existing install — `Settings.fds` and `Backends.fds` are now merged with their existing contents instead of being rewritten from a stale template
+
 ## v2.16.0-dev.3
 ### Added
 - Added enable/disable toggle for environment variables in Settings, allowing variables to be temporarily disabled without deleting them
diff --git a/Directory.Packages.props b/Directory.Packages.props
index 164562047..f0a37127b 100644
--- a/Directory.Packages.props
+++ b/Directory.Packages.props
@@ -11,6 +11,7 @@
     <PackageVersion Include="CompiledExpressions" Version="1.1.0" />
     <PackageVersion Include="CommandLineParser" Version="2.9.1" />
     <PackageVersion Include="CommunityToolkit.Mvvm" Version="8.4.0" />
+    <PackageVersion Include="ConsoleAppFramework" Version="5.4.0" />
     <PackageVersion Include="Crc32.NET" Version="1.2.0" />
     <PackageVersion Include="CSharpDiscriminatedUnion" Version="2.0.1" />
     <PackageVersion Include="DeviceId" Version="6.7.0" />
@@ -24,7 +25,7 @@
     <PackageVersion Include="DynamicData" Version="9.3.1" />
     <PackageVersion Include="ExifLibNet" Version="2.1.4" />
     <PackageVersion Include="Exceptionless.DateTimeExtensions" Version="3.4.3" />
-    <PackageVersion Include="FreneticLLC.FreneticUtilities" Version="1.0.32" />
+    <PackageVersion Include="FreneticLLC.FreneticUtilities" Version="1.1.4" />
     <PackageVersion Include="FuzzySharp" Version="2.0.2" />
     <PackageVersion Include="Hardware.Info" Version="100.1.0.1" />
     <PackageVersion Include="Injectio" Version="4.0.0" />
@@ -73,6 +74,7 @@
     <PackageVersion Include="Sentry" Version="5.5.1" />
     <PackageVersion Include="Sentry.NLog" Version="5.5.1" />
     <PackageVersion Include="SharpCompress" Version="0.37.2" />
+    <PackageVersion Include="Spectre.Console" Version="0.49.1" />
     <PackageVersion Include="SkiaSharp" Version="3.0.0-preview.4.1" />
     <PackageVersion Include="Sylvan.Common" Version="0.4.3" />
     <PackageVersion Include="Sylvan.Data" Version="0.2.16" />
diff --git a/StabilityMatrix.Avalonia/Services/CivitBaseModelTypeService.cs b/StabilityMatrix.Avalonia/Services/CivitBaseModelTypeService.cs
index bf9ef25e3..a7015b95f 100644
--- a/StabilityMatrix.Avalonia/Services/CivitBaseModelTypeService.cs
+++ b/StabilityMatrix.Avalonia/Services/CivitBaseModelTypeService.cs
@@ -18,6 +18,65 @@ ILiteDbContext dbContext
 {
     private const string CacheId = "BaseModelTypes";
     private static readonly TimeSpan CacheExpiration = TimeSpan.FromHours(24);
+    private const string LegacyBaseModelListProbe = "gimmethelist";
+    private static readonly IReadOnlyList<string> KnownVisibleBaseModelTypes =
+    [
+        "Anima",
+        "AuraFlow",
+        "Chroma",
+        "CogVideoX",
+        "Flux.1 D",
+        "Flux.1 Kontext",
+        "Flux.1 Krea",
+        "Flux.1 S",
+        "Flux.2 D",
+        "Flux.2 Klein 4B",
+        "Flux.2 Klein 4B-base",
+        "Flux.2 Klein 9B",
+        "Flux.2 Klein 9B-base",
+        "Grok",
+        "HiDream",
+        "Hunyuan 1",
+        "Hunyuan Video",
+        "Illustrious",
+        "Kolors",
+        "LTXV",
+        "LTXV 2.3",
+        "LTXV2",
+        "Lumina",
+        "Mochi",
+        "NoobAI",
+        "Other",
+        "PixArt E",
+        "PixArt a",
+        "Pony",
+        "Pony V7",
+        "Qwen",
+        "Qwen 2",
+        "SD 1.4",
+        "SD 1.5",
+        "SD 1.5 Hyper",
+        "SD 1.5 LCM",
+        "SD 2.0",
+        "SD 2.1",
+        "SDXL 1.0",
+        "SDXL Hyper",
+        "SDXL Lightning",
+        "Upscaler",
+        "Wan Image 2.7",
+        "Wan Video 1.3B t2v",
+        "Wan Video 14B i2v 480p",
+        "Wan Video 14B i2v 720p",
+        "Wan Video 14B t2v",
+        "Wan Video 2.2 I2V-A14B",
+        "Wan Video 2.2 T2V-A14B",
+        "Wan Video 2.2 TI2V-5B",
+        "Wan Video 2.5 I2V",
+        "Wan Video 2.5 T2V",
+        "Wan Video 2.7",
+        "ZImageBase",
+        "ZImageTurbo",
+    ];
 
     /// <summary>
     /// Gets the list of base model types, using cache if available and not expired
@@ -39,15 +98,11 @@ public async Task<List<string>> GetBaseModelTypes(bool forceRefresh = false, boo
         {
             if (civitBaseModels.Count <= 0)
             {
-                var baseModelsResponse = await civitApi.GetBaseModelList();
-                var jsonContent = await baseModelsResponse.Content.ReadAsStringAsync();
-                var baseModels = JsonNode.Parse(jsonContent);
+                civitBaseModels =
+                    await TryGetBaseModelsFromEnumsEndpoint() ?? await TryGetLegacyBaseModelList();
 
-                var innerJson = baseModels?["error"]?["message"]?.GetValue<string>();
-                var jArray = JsonNode.Parse(innerJson).AsArray();
-                var baseModelValues = jArray[0]?["errors"]?[0]?[0]?["values"]?.AsArray();
-
-                civitBaseModels = baseModelValues?.GetValues<string>().ToList() ?? [];
+                civitBaseModels =
+                    civitBaseModels.Count > 0 ? civitBaseModels : GetKnownVisibleBaseModelTypes();
 
                 // Cache the results
                 var cacheEntry = new CivitBaseModelTypeCacheEntry
@@ -60,18 +115,7 @@ public async Task<List<string>> GetBaseModelTypes(bool forceRefresh = false, boo
                 await dbContext.UpsertCivitBaseModelTypeCacheEntry(cacheEntry);
             }
 
-            if (includeAllOption)
-            {
-                civitBaseModels.Insert(0, CivitBaseModelType.All.ToString());
-            }
-
-            // Filter and sort results
-            var filteredResults = civitBaseModels
-                .Where(s => !s.Equals("odor", StringComparison.OrdinalIgnoreCase))
-                .OrderBy(s => s)
-                .ToList();
-
-            return filteredResults;
+            return NormalizeBaseModelTypes(civitBaseModels, includeAllOption);
         }
         catch (Exception e)
         {
@@ -79,8 +123,10 @@ public async Task<List<string>> GetBaseModelTypes(bool forceRefresh = false, boo
 
             // Return cached results if available, even if expired
             var expiredCache = await dbContext.GetCivitBaseModelTypeCacheEntry(CacheId);
-            return expiredCache?.ModelTypes
-                ?? Enum.GetValues<CivitBaseModelType>().Select(b => b.GetStringValue()).ToList();
+            return NormalizeBaseModelTypes(
+                expiredCache?.ModelTypes ?? GetKnownVisibleBaseModelTypes(),
+                includeAllOption
+            );
         }
     }
 
@@ -91,4 +137,82 @@ public void ClearCache()
     {
         dbContext.CivitBaseModelTypeCache.DeleteAllAsync();
     }
+
+    private async Task<List<string>?> TryGetBaseModelsFromEnumsEndpoint()
+    {
+        try
+        {
+            var enumsResponse = await civitApi.GetEnums();
+            var baseModels = enumsResponse.ActiveBaseModel ?? enumsResponse.BaseModel;
+
+            if (baseModels is { Count: > 0 })
+            {
+                return baseModels;
+            }
+
+            logger.LogInformation(
+                "CivitAI enums endpoint returned no base models; falling back to legacy/base list"
+            );
+            return null;
+        }
+        catch (Exception ex)
+        {
+            logger.LogInformation(ex, "CivitAI enums endpoint failed; falling back to legacy/base list");
+            return null;
+        }
+    }
+
+    private async Task<List<string>?> TryGetLegacyBaseModelList()
+    {
+        var baseModelsResponse = await civitApi.GetBaseModelList();
+        var jsonContent = await baseModelsResponse.Content.ReadAsStringAsync();
+        return TryParseLegacyBaseModelList(jsonContent);
+    }
+
+    private List<string>? TryParseLegacyBaseModelList(string jsonContent)
+    {
+        var baseModels = JsonNode.Parse(jsonContent);
+        var innerJson = baseModels?["error"]?["message"]?.GetValue<string>();
+        if (string.IsNullOrWhiteSpace(innerJson))
+        {
+            logger.LogInformation(
+                "CivitAI base model probe value '{Probe}' no longer returns the legacy validation payload; using built-in base model list",
+                LegacyBaseModelListProbe
+            );
+            return null;
+        }
+
+        var jArray = JsonNode.Parse(innerJson)?.AsArray();
+        var baseModelValues = jArray?[0]?["errors"]?[0]?[0]?["values"]?.AsArray();
+        return baseModelValues?.GetValues<string>().ToList();
+    }
+
+    private static List<string> GetKnownVisibleBaseModelTypes()
+    {
+        return KnownVisibleBaseModelTypes.ToList();
+    }
+
+    private static List<string> NormalizeBaseModelTypes(
+        IEnumerable<string>? baseModels,
+        bool includeAllOption
+    )
+    {
+        var normalized = (baseModels ?? [])
+            .Where(s => !string.IsNullOrWhiteSpace(s))
+            .Where(s => !s.Equals("odor", StringComparison.OrdinalIgnoreCase))
+            .Distinct(StringComparer.OrdinalIgnoreCase)
+            .OrderBy(s => s)
+            .ToList();
+
+        normalized.RemoveAll(s =>
+            s.Equals(CivitBaseModelType.All.ToString(), StringComparison.OrdinalIgnoreCase)
+        );
+
+        if (includeAllOption)
+        {
+            normalized.Insert(0, CivitBaseModelType.All.ToString());
+        }
+
+        return normalized;
+    }
 }
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CheckpointBrowserCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CheckpointBrowserCardViewModel.cs
index d8480cc34..5eccf5dc1 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CheckpointBrowserCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CheckpointBrowserCardViewModel.cs
@@ -191,7 +191,7 @@ private void UpdateImage()
     [RelayCommand]
     private void OpenModel()
     {
-        ProcessRunner.OpenUrl($"https://civitai.com/models/{CivitModel.Id}");
+        ProcessRunner.OpenUrl(CivitaiUrlHelper.GetModelUrl(CivitModel.Id, CivitModel.Nsfw));
     }
 
     [RelayCommand]
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs
index 0c60c7e4c..bdcd4bcf8 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs
@@ -719,22 +719,18 @@ private async Task SearchModels(bool isInfiniteScroll = false)
                 modelRequest.Sort = CivitSortMode.HighestRated;
             }
         }
-        else if (SearchQuery.StartsWith("https://civitai.com/models/"))
+        else if (CivitaiUrlHelper.TryParseModelId(SearchQuery, out var modelId))
         {
             /* extract model ID from URL, could be one of:
                 https://civitai.com/models/443821?modelVersionId=1957537
+                https://civitai.red/models/443821?modelVersionId=1957537
                 https://civitai.com/models/443821/cyberrealistic-pony
                 https://civitai.com/models/443821
             */
-            var modelId = SearchQuery
-                .Replace("https://civitai.com/models/", string.Empty)
-                .Split(['?', '/'], StringSplitOptions.RemoveEmptyEntries)
-                .FirstOrDefault();
-
             modelRequest.Period = CivitPeriod.AllTime;
             modelRequest.BaseModels = null;
             modelRequest.Types = null;
-            modelRequest.CommaSeparatedModelIds = modelId;
+            modelRequest.CommaSeparatedModelIds = modelId.ToString();
 
             if (modelRequest.Sort is CivitSortMode.Favorites or CivitSortMode.Installed)
             {
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs
index ddf4ef625..7d41a4bc0 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs
@@ -55,7 +55,7 @@ IModelImportService modelImportService
 ) : DisposableViewModelBase
 {
     [ObservableProperty]
-    [NotifyPropertyChangedFor(nameof(ShowInferenceDefaultsSection))]
+    [NotifyPropertyChangedFor(nameof(ShowInferenceDefaultsSection), nameof(CivitUrl))]
     public required partial CivitModel CivitModel { get; set; }
 
     [ObservableProperty]
@@ -110,7 +110,8 @@ IModelImportService modelImportService
         nameof(ShortSha256),
         nameof(BaseModelType),
         nameof(ModelFileNameFormat),
-        nameof(IsEarlyAccess)
+        nameof(IsEarlyAccess),
+        nameof(CivitUrl)
     )]
     public partial ModelVersionViewModel? SelectedVersion { get; set; }
 
@@ -172,7 +173,8 @@ IModelImportService modelImportService
 
     public bool IsEarlyAccess => SelectedVersion?.ModelVersion.IsEarlyAccess ?? false;
 
-    public string CivitUrl => $@"https://civitai.com/models/{CivitModel.Id}";
+    public string CivitUrl =>
+        CivitaiUrlHelper.GetModelUrl(CivitModel.Id, CivitModel.Nsfw, SelectedVersion?.ModelVersion.Id);
 
     public int DescriptionRowSpan => string.IsNullOrWhiteSpace(ModelVersionDescription) ? 3 : 1;
 
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointManager/CheckpointFileViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointManager/CheckpointFileViewModel.cs
index 251cf3bdf..24b088811 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointManager/CheckpointFileViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointManager/CheckpointFileViewModel.cs
@@ -133,7 +133,13 @@ private void OpenOnCivitAi()
     {
         if (CheckpointFile.ConnectedModelInfo?.ModelId == null)
             return;
-        ProcessRunner.OpenUrl($"https://civitai.com/models/{CheckpointFile.ConnectedModelInfo.ModelId}");
+        ProcessRunner.OpenUrl(
+            CivitaiUrlHelper.GetModelUrl(
+                CheckpointFile.ConnectedModelInfo.ModelId.Value,
+                CheckpointFile.ConnectedModelInfo.Nsfw,
+                CheckpointFile.ConnectedModelInfo.VersionId
+            )
+        );
     }
 
     [RelayCommand]
@@ -149,7 +155,11 @@ private Task CopyModelUrl()
                 Task.CompletedTask,
             ConnectedModelSource.Civitai when CheckpointFile.ConnectedModelInfo.ModelId != null =>
                 App.Clipboard.SetTextAsync(
-                    $"https://civitai.com/models/{CheckpointFile.ConnectedModelInfo.ModelId}"
+                    CivitaiUrlHelper.GetModelUrl(
+                        CheckpointFile.ConnectedModelInfo.ModelId.Value,
+                        CheckpointFile.ConnectedModelInfo.Nsfw,
+                        CheckpointFile.ConnectedModelInfo.VersionId
+                    )
                 ),
 
             ConnectedModelSource.OpenModelDb => App.Clipboard.SetTextAsync(
diff --git a/StabilityMatrix.Core/Api/CivitCompatApiManager.cs b/StabilityMatrix.Core/Api/CivitCompatApiManager.cs
index 89986e078..f689add9e 100644
--- a/StabilityMatrix.Core/Api/CivitCompatApiManager.cs
+++ b/StabilityMatrix.Core/Api/CivitCompatApiManager.cs
@@ -1,5 +1,6 @@
 using Injectio.Attributes;
 using Microsoft.Extensions.Logging;
+using Refit;
 using StabilityMatrix.Core.Models.Api;
 using StabilityMatrix.Core.Services;
 
@@ -22,13 +23,52 @@ ISettingsManager settingsManager
 
     public Task<CivitModelsResponse> GetModels(CivitModelsRequest request)
     {
-        if (ShouldUseDiscoveryApi)
+        return GetModelsInternal(request);
+    }
+
+    private async Task<CivitModelsResponse> GetModelsInternal(CivitModelsRequest request)
+    {
+        if (!ShouldUseDiscoveryApi)
         {
-            logger.LogDebug($"Using Discovery API for {nameof(GetModels)}");
-            return discoveryApi.GetModels(request, transcodeAnimToImage: true, transcodeVideoToImage: true);
+            return await civitApi.GetModels(request).ConfigureAwait(false);
         }
 
-        return civitApi.GetModels(request);
+        try
+        {
+            logger.LogDebug("Using Discovery API for {Method}", nameof(GetModels));
+            return await discoveryApi
+                .GetModels(request, transcodeAnimToImage: true, transcodeVideoToImage: true)
+                .ConfigureAwait(false);
+        }
+        catch (ApiException ex)
+            when ((int)ex.StatusCode >= 500 || ex.StatusCode == System.Net.HttpStatusCode.Unauthorized)
+        {
+            logger.LogWarning(
+                ex,
+                "Discovery API failed for {Method} with {StatusCode}; falling back to direct CivitAI API",
+                nameof(GetModels),
+                ex.StatusCode
+            );
+            return await civitApi.GetModels(request).ConfigureAwait(false);
+        }
+        catch (HttpRequestException ex)
+        {
+            logger.LogWarning(
+                ex,
+                "Discovery API request failed for {Method}; falling back to direct CivitAI API",
+                nameof(GetModels)
+            );
+            return await civitApi.GetModels(request).ConfigureAwait(false);
+        }
+        catch (TaskCanceledException ex)
+        {
+            logger.LogWarning(
+                ex,
+                "Discovery API timed out for {Method}; falling back to direct CivitAI API",
+                nameof(GetModels)
+            );
+            return await civitApi.GetModels(request).ConfigureAwait(false);
+        }
     }
 
     public Task<CivitModel> GetModelById(int id)
@@ -51,6 +91,11 @@ public Task<CivitModelVersion> GetModelVersionById(int id)
         return civitApi.GetModelVersionById(id);
     }
 
+    public Task<CivitEnumsResponse> GetEnums()
+    {
+        return civitApi.GetEnums();
+    }
+
     public Task<HttpResponseMessage> GetBaseModelList()
     {
         return civitApi.GetBaseModelList();
diff --git a/StabilityMatrix.Core/Api/ICivitApi.cs b/StabilityMatrix.Core/Api/ICivitApi.cs
index 55397d58f..a319b76b3 100644
--- a/StabilityMatrix.Core/Api/ICivitApi.cs
+++ b/StabilityMatrix.Core/Api/ICivitApi.cs
@@ -19,6 +19,9 @@ public interface ICivitApi
     [Get("/api/v1/model-versions/{id}")]
     Task<CivitModelVersion> GetModelVersionById(int id);
 
+    [Get("/api/v1/enums")]
+    Task<CivitEnumsResponse> GetEnums();
+
     [Get("/api/v1/models?baseModels=gimmethelist")]
     Task<HttpResponseMessage> GetBaseModelList();
 }
diff --git a/StabilityMatrix.Core/Helper/CivitaiUrlHelper.cs b/StabilityMatrix.Core/Helper/CivitaiUrlHelper.cs
new file mode 100644
index 000000000..c7ceb4282
--- /dev/null
+++ b/StabilityMatrix.Core/Helper/CivitaiUrlHelper.cs
@@ -0,0 +1,44 @@
+namespace StabilityMatrix.Core.Helper;
+
+public static class CivitaiUrlHelper
+{
+    public const string SafeHost = "civitai.com";
+    public const string MatureHost = "civitai.red";
+
+    public static string GetModelUrl(int modelId, bool isNsfw, int? modelVersionId = null)
+    {
+        var baseUrl = $"https://{GetHost(isNsfw)}/models/{modelId}";
+        return modelVersionId is > 0 ? $"{baseUrl}?modelVersionId={modelVersionId}" : baseUrl;
+    }
+
+    public static bool TryParseModelId(string? url, out int modelId)
+    {
+        modelId = 0;
+
+        if (string.IsNullOrWhiteSpace(url) || !Uri.TryCreate(url, UriKind.Absolute, out var uri))
+        {
+            return false;
+        }
+
+        if (
+            !uri.Host.Equals(SafeHost, StringComparison.OrdinalIgnoreCase)
+            && !uri.Host.Equals(MatureHost, StringComparison.OrdinalIgnoreCase)
+            && !uri.Host.Equals($"www.{SafeHost}", StringComparison.OrdinalIgnoreCase)
+            && !uri.Host.Equals($"www.{MatureHost}", StringComparison.OrdinalIgnoreCase)
+        )
+        {
+            return false;
+        }
+
+        var segments = uri.AbsolutePath.Trim('/').Split(['/', '\\'], StringSplitOptions.RemoveEmptyEntries);
+
+        return segments.Length >= 2
+            && segments[0].Equals("models", StringComparison.OrdinalIgnoreCase)
+            && int.TryParse(segments[1], out modelId);
+    }
+
+    private static string GetHost(bool isNsfw)
+    {
+        return isNsfw ? MatureHost : SafeHost;
+    }
+}
diff --git a/StabilityMatrix.Core/Models/Api/CivitEnumsResponse.cs b/StabilityMatrix.Core/Models/Api/CivitEnumsResponse.cs
new file mode 100644
index 000000000..51633ea96
--- /dev/null
+++ b/StabilityMatrix.Core/Models/Api/CivitEnumsResponse.cs
@@ -0,0 +1,12 @@
+using System.Text.Json.Serialization;
+
+namespace StabilityMatrix.Core.Models.Api;
+
+public class CivitEnumsResponse
+{
+    [JsonPropertyName("ActiveBaseModel")]
+    public List<string>? ActiveBaseModel { get; init; }
+
+    [JsonPropertyName("BaseModel")]
+    public List<string>? BaseModel { get; init; }
+}
diff --git a/StabilityMatrix.Core/Models/Packages/StableSwarm.cs b/StabilityMatrix.Core/Models/Packages/StableSwarm.cs
index 80fbf61f4..a1e995320 100644
--- a/StabilityMatrix.Core/Models/Packages/StableSwarm.cs
+++ b/StabilityMatrix.Core/Models/Packages/StableSwarm.cs
@@ -263,44 +263,54 @@ await prerequisiteHelper
 
         if (!options.IsUpdate)
         {
-            // set default settings
-            var settings = new StableSwarmSettings { IsInstalled = true };
+            // Settings.fds - merge into the existing file instead of replacing it, so user edits
+            // (and any fields added by newer SwarmUI versions) survive a re-install.
+            var settingsPath = GetSettingsPath(installLocation);
+            Directory.CreateDirectory(Path.GetDirectoryName(settingsPath)!);
+            var settingsSection = File.Exists(settingsPath)
+                ? FDSUtility.ReadFile(settingsPath)
+                : new FDSSection();
+
+            settingsSection.Set("IsInstalled", true);
 
             if (options.SharedFolderMethod is SharedFolderMethod.Configuration)
             {
-                settings.Paths = new StableSwarmSettings.PathsData
-                {
-                    ModelRoot = settingsManager.ModelsDirectory,
-                    SDModelFolder = Path.Combine(
-                        settingsManager.ModelsDirectory,
-                        SharedFolderType.StableDiffusion.ToString()
-                    ),
-                    SDLoraFolder = Path.Combine(
-                        settingsManager.ModelsDirectory,
-                        SharedFolderType.Lora.ToString()
-                    ),
-                    SDVAEFolder = Path.Combine(
-                        settingsManager.ModelsDirectory,
-                        SharedFolderType.VAE.ToString()
-                    ),
-                    SDEmbeddingFolder = Path.Combine(
-                        settingsManager.ModelsDirectory,
-                        SharedFolderType.Embeddings.ToString()
-                    ),
-                    SDControlNetsFolder = Path.Combine(
-                        settingsManager.ModelsDirectory,
-                        SharedFolderType.ControlNet.ToString()
-                    ),
-                    SDClipVisionFolder = Path.Combine(
-                        settingsManager.ModelsDirectory,
-                        SharedFolderType.ClipVision.ToString()
-                    ),
-                };
+                var pathsSection = settingsSection.GetSection("Paths") ?? new FDSSection();
+                pathsSection.Set("ModelRoot", settingsManager.ModelsDirectory);
+                pathsSection.Set(
+                    "SDModelFolder",
+                    Path.Combine(settingsManager.ModelsDirectory, SharedFolderType.StableDiffusion.ToString())
+                );
+                pathsSection.Set(
+                    "SDLoraFolder",
+                    Path.Combine(settingsManager.ModelsDirectory, SharedFolderType.Lora.ToString())
+                );
+                pathsSection.Set(
+                    "SDVAEFolder",
+                    Path.Combine(settingsManager.ModelsDirectory, SharedFolderType.VAE.ToString())
+                );
+                pathsSection.Set(
+                    "SDEmbeddingFolder",
+                    Path.Combine(settingsManager.ModelsDirectory, SharedFolderType.Embeddings.ToString())
+                );
+                pathsSection.Set(
+                    "SDControlNetsFolder",
+                    Path.Combine(settingsManager.ModelsDirectory, SharedFolderType.ControlNet.ToString())
+                );
+                pathsSection.Set(
+                    "SDClipVisionFolder",
+                    Path.Combine(settingsManager.ModelsDirectory, SharedFolderType.ClipVision.ToString())
+                );
+                settingsSection.Set("Paths", pathsSection);
             }
 
-            settings.Save(true).SaveToFile(GetSettingsPath(installLocation));
+            settingsSection.SaveToFile(settingsPath);
 
-            var backendsFile = new FDSSection();
+            // Backends.fds - same deal: preserve any user-added backend entries and only replace key "0"
+            var backendsPath = GetBackendsPath(installLocation);
+            var backendsFile = File.Exists(backendsPath)
+                ? FDSUtility.ReadFile(backendsPath)
+                : new FDSSection();
             var dataSection = new FDSSection();
             dataSection.Set("type", "comfyui_selfstart");
             dataSection.Set("title", "StabilityMatrix ComfyUI Self-Start");
@@ -371,7 +381,7 @@ await File.WriteAllTextAsync(wrapperScriptPath, scriptContent, cancellationToken
             }
 
             backendsFile.Set("0", dataSection);
-            backendsFile.SaveToFile(GetBackendsPath(installLocation));
+            backendsFile.SaveToFile(backendsPath);
         }
     }
 

From b3bbcee038c326df79ee9e8ec921d18aabe92796 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 19 Apr 2026 12:28:43 -0700
Subject: [PATCH 140/218] update invoke image url

---
 StabilityMatrix.Core/Models/Packages/InvokeAI.cs | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/StabilityMatrix.Core/Models/Packages/InvokeAI.cs b/StabilityMatrix.Core/Models/Packages/InvokeAI.cs
index 32080e0a0..a16961717 100644
--- a/StabilityMatrix.Core/Models/Packages/InvokeAI.cs
+++ b/StabilityMatrix.Core/Models/Packages/InvokeAI.cs
@@ -52,7 +52,9 @@ IPipWheelService pipWheelService
     public override PackageDifficulty InstallerSortOrder => PackageDifficulty.Advanced;
 
     public override Uri PreviewImageUri =>
-        new("https://raw.githubusercontent.com/invoke-ai/InvokeAI/main/docs/assets/canvas_preview.png");
+        new(
+            "https://raw.githubusercontent.com/invoke-ai/InvokeAI/refs/heads/main/docs-old/assets/canvas_preview.png"
+        );
 
     public override IEnumerable<SharedFolderMethod> AvailableSharedFolderMethods =>
         [SharedFolderMethod.None, SharedFolderMethod.Configuration];

From eed3f3629fff969ed882dcd3796f16525f516c61 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 19 Apr 2026 12:36:48 -0700
Subject: [PATCH 141/218] Handle null returns in CivitAI base model type
 fallback chain

- Chain '?? []' so an all-null fallback can't NRE on Count
- Null-conditional access on enumsResponse in case the API returns 204

Addresses gemini-code-assist review comments on #1239.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../Services/CivitBaseModelTypeService.cs                     | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Services/CivitBaseModelTypeService.cs b/StabilityMatrix.Avalonia/Services/CivitBaseModelTypeService.cs
index a7015b95f..6f9c5ca29 100644
--- a/StabilityMatrix.Avalonia/Services/CivitBaseModelTypeService.cs
+++ b/StabilityMatrix.Avalonia/Services/CivitBaseModelTypeService.cs
@@ -99,7 +99,7 @@ public async Task<List<string>> GetBaseModelTypes(bool forceRefresh = false, boo
             if (civitBaseModels.Count <= 0)
             {
                 civitBaseModels =
-                    await TryGetBaseModelsFromEnumsEndpoint() ?? await TryGetLegacyBaseModelList();
+                    await TryGetBaseModelsFromEnumsEndpoint() ?? await TryGetLegacyBaseModelList() ?? [];
 
                 civitBaseModels =
                     civitBaseModels.Count > 0 ? civitBaseModels : GetKnownVisibleBaseModelTypes();
@@ -143,7 +143,7 @@ public void ClearCache()
         try
         {
             var enumsResponse = await civitApi.GetEnums();
-            var baseModels = enumsResponse.ActiveBaseModel ?? enumsResponse.BaseModel;
+            var baseModels = enumsResponse?.ActiveBaseModel ?? enumsResponse?.BaseModel;
 
             if (baseModels is { Count: > 0 })
             {

From 75e7ed171dabf93e649c3fb0dc6d2e6f3e5d8fec Mon Sep 17 00:00:00 2001
From: JT <mohnjiles@gmail.com>
Date: Sun, 19 Apr 2026 13:14:40 -0700
Subject: [PATCH 142/218] remove cli stuff since cli not here yet

---
 Directory.Packages.props | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/Directory.Packages.props b/Directory.Packages.props
index f0a37127b..14459b259 100644
--- a/Directory.Packages.props
+++ b/Directory.Packages.props
@@ -11,7 +11,6 @@
     <PackageVersion Include="CompiledExpressions" Version="1.1.0" />
     <PackageVersion Include="CommandLineParser" Version="2.9.1" />
     <PackageVersion Include="CommunityToolkit.Mvvm" Version="8.4.0" />
-    <PackageVersion Include="ConsoleAppFramework" Version="5.4.0" />
     <PackageVersion Include="Crc32.NET" Version="1.2.0" />
     <PackageVersion Include="CSharpDiscriminatedUnion" Version="2.0.1" />
     <PackageVersion Include="DeviceId" Version="6.7.0" />
@@ -74,7 +73,6 @@
     <PackageVersion Include="Sentry" Version="5.5.1" />
     <PackageVersion Include="Sentry.NLog" Version="5.5.1" />
     <PackageVersion Include="SharpCompress" Version="0.37.2" />
-    <PackageVersion Include="Spectre.Console" Version="0.49.1" />
     <PackageVersion Include="SkiaSharp" Version="3.0.0-preview.4.1" />
     <PackageVersion Include="Sylvan.Common" Version="0.4.3" />
     <PackageVersion Include="Sylvan.Data" Version="0.2.16" />
@@ -135,4 +133,4 @@
     <PackageVersion Include="xunit" Version="2.9.0" />
     <PackageVersion Include="xunit.runner.visualstudio" Version="2.8.2" />
   </ItemGroup>
-</Project>
\ No newline at end of file
+</Project>

From 95c0643b31bdb51dc75107da98f09e8963077566 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 26 Apr 2026 11:10:16 -0700
Subject: [PATCH 143/218] Browser/details polish, install awareness, and UX
 parity with CivitAI

Browser
- Cards: hover effects, Installed/NSFW/Deleted badges, clickable creator pill,
  download/date stat icons, NSFW chip, Ctrl+wheel zoom + slider
- Filters: segmented Rating/Status pills, Hide Installed toggle, Reset action,
  unified single-row WrapPanel with @user / #tag inline parsing in the search
  box plus an "Advanced filters" flyout for explicit Tags/Username
- Result count, end-of-results indicator, infinite scroll respects rawResults
  so filters don't stall fetching

Details
- Header badges (type, NSFW, Installed), live install status via
  ModelIndexChanged, Delete button mirroring CivitDetails flow
- Files card: per-file Download buttons, per-mirror Download (gated/paid
  fallback to browser), click-to-copy SHA256, primary badge, hidden size
  chip when API returns the 0.01 KB stub
- File name pattern card with live preview, validates inline before parsing
  to avoid KeyNotFoundException on partial typing; subfolder support in
  ModelImportService.DoCustomImport
- Empty-state copy explains non-CivitAI mirror file metadata limits
- Version selector: accent ring on the currently-loaded version, scrollbar
  no longer overlays the pills

Install awareness
- IModelIndexService gains ModelIndexSha256Hashes and
  ModelIndexCivArchiveUrls (case-insensitive, lazily collected, invalidated
  on index reset)
- CivArchiveSearchResult.IsInstalled populated post-search via URL match
  (preferred) or SHA256 fallback
- ConnectedModelInfo.SourceUrl persisted on download so we can navigate
  back to the details page from the Checkpoints page; HasCivArchiveMetadata
  added to LocalModelFile and wired into ShowVersionDialog

Tests
- 7 new ParseSearchQuery tests (plain / @user / #tag / mixed / empty /
  bare sigil / last-wins)
- Existing CivArchive suite updated for new ctor params

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../DesignData/DesignData.cs                  |   9 +-
 .../DesignData/MockModelIndexService.cs       |  17 +
 .../Services/ModelImportService.cs            |  14 +
 .../CivArchiveBrowserViewModel.cs             | 291 +++++-
 .../CivArchiveDetailsPageViewModel.cs         | 543 +++++++++-
 .../ViewModels/CheckpointsPageViewModel.cs    |  31 +-
 .../Views/CivArchiveBrowserPage.axaml         | 967 +++++++++++++-----
 .../Views/CivArchiveDetailsPage.axaml         | 745 ++++++++++++--
 .../Api/CivArchiveApiClient.cs                |   2 +-
 .../Api/CivArchive/CivArchiveModelDetails.cs  |   8 +
 .../CivArchive/CivArchiveSearchResponse.cs    |  12 +
 .../Models/ConnectedModelInfo.cs              |   6 +
 .../Models/Database/LocalModelFile.cs         |   5 +
 .../Models/Settings/Settings.cs               |   2 +
 .../Services/IModelIndexService.cs            |  12 +
 .../Services/ModelIndexService.cs             |  36 +
 .../CivArchiveBrowserViewModelTests.cs        | 271 ++++-
 .../Core/CivArchiveApiClientTests.cs          |   8 +
 18 files changed, 2588 insertions(+), 391 deletions(-)

diff --git a/StabilityMatrix.Avalonia/DesignData/DesignData.cs b/StabilityMatrix.Avalonia/DesignData/DesignData.cs
index ce91f450c..c06e77535 100644
--- a/StabilityMatrix.Avalonia/DesignData/DesignData.cs
+++ b/StabilityMatrix.Avalonia/DesignData/DesignData.cs
@@ -138,7 +138,7 @@ public static void Initialize()
             .AddSingleton(Substitute.For<INotificationService>())
             .AddSingleton(Substitute.For<ISharedFolders>())
             .AddSingleton(Substitute.For<IDownloadService>())
-            .AddSingleton(Substitute.For<IHttpClientFactory>())
+            .AddSingleton(CreateHttpClientFactory())
             .AddSingleton(Substitute.For<IApiFactory>())
             .AddSingleton(Substitute.For<IDiscordRichPresenceService>())
             .AddSingleton(Substitute.For<ITrackedDownloadService>())
@@ -459,6 +459,13 @@ public static void Initialize()
     [NotNull]
     public static PackageInstallBrowserViewModel? NewInstallerDialogViewModel { get; private set; }
 
+    private static IHttpClientFactory CreateHttpClientFactory()
+    {
+        var httpClientFactory = Substitute.For<IHttpClientFactory>();
+        httpClientFactory.CreateClient(Arg.Any<string>()).Returns(_ => new HttpClient());
+        return httpClientFactory;
+    }
+
     [NotNull]
     public static PackageInstallDetailViewModel? PackageInstallDetailViewModel { get; private set; }
 
diff --git a/StabilityMatrix.Avalonia/DesignData/MockModelIndexService.cs b/StabilityMatrix.Avalonia/DesignData/MockModelIndexService.cs
index ab9cba5a5..e9dfb35bb 100644
--- a/StabilityMatrix.Avalonia/DesignData/MockModelIndexService.cs
+++ b/StabilityMatrix.Avalonia/DesignData/MockModelIndexService.cs
@@ -83,6 +83,23 @@ public class MockModelIndexService : IModelIndexService
     public IReadOnlySet<string> ModelIndexBlake3Hashes =>
         ModelIndex.Values.SelectMany(x => x).Select(x => x.HashBlake3).WhereNotNull().ToHashSet();
 
+    /// <inheritdoc />
+    public IReadOnlySet<string> ModelIndexSha256Hashes =>
+        ModelIndex
+            .Values.SelectMany(x => x)
+            .Select(x => x.HashSha256)
+            .WhereNotNull()
+            .ToHashSet(StringComparer.OrdinalIgnoreCase);
+
+    /// <inheritdoc />
+    public IReadOnlySet<string> ModelIndexCivArchiveUrls =>
+        ModelIndex
+            .Values.SelectMany(x => x)
+            .Where(x => x.HasCivArchiveMetadata)
+            .Select(x => x.ConnectedModelInfo!.SourceUrl)
+            .WhereNotNull()
+            .ToHashSet(StringComparer.OrdinalIgnoreCase);
+
     /// <inheritdoc />
     public Task RefreshIndex()
     {
diff --git a/StabilityMatrix.Avalonia/Services/ModelImportService.cs b/StabilityMatrix.Avalonia/Services/ModelImportService.cs
index 7d36c2b9a..236842b84 100644
--- a/StabilityMatrix.Avalonia/Services/ModelImportService.cs
+++ b/StabilityMatrix.Avalonia/Services/ModelImportService.cs
@@ -274,6 +274,20 @@ public async Task DoCustomImport(
         Action<TrackedDownload>? configureDownload = null
     )
     {
+        // Subfolder support: if the file name contains a path separator (e.g. from a
+        // user-defined FileNameFormat pattern like "{base_model}/{file_name}"), split off
+        // the directory portion and join it onto the download folder. Matches DoImport.
+        if (modelFileName.Contains('/') || modelFileName.Contains('\\'))
+        {
+            var lastIndex = modelFileName.LastIndexOfAny(['/', '\\']);
+            if (lastIndex >= 0)
+            {
+                var folderPath = modelFileName.Substring(0, lastIndex);
+                modelFileName = modelFileName.Substring(lastIndex + 1);
+                downloadFolder = downloadFolder.JoinDir(folderPath);
+            }
+        }
+
         // Folders might be missing if user didn't install any packages yet
         downloadFolder.Create();
 
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs
index 059e386c6..955e1257c 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs
@@ -1,5 +1,7 @@
 using System.Collections.ObjectModel;
 using System.ComponentModel;
+using System.Reactive.Disposables;
+using Avalonia.Threading;
 using CommunityToolkit.Mvvm.ComponentModel;
 using CommunityToolkit.Mvvm.Input;
 using FluentAvalonia.UI.Controls;
@@ -12,6 +14,7 @@
 using StabilityMatrix.Avalonia.Views;
 using StabilityMatrix.Core.Api;
 using StabilityMatrix.Core.Attributes;
+using StabilityMatrix.Core.Helper;
 using StabilityMatrix.Core.Models.Api.CivArchive;
 using StabilityMatrix.Core.Models.Settings;
 using StabilityMatrix.Core.Processes;
@@ -25,32 +28,85 @@ public sealed partial class CivArchiveBrowserViewModel(
     ICivArchiveApiClient civArchiveApiClient,
     ISettingsManager settingsManager,
     IServiceManager<ViewModelBase> viewModelFactory,
-    INavigationService<MainWindowViewModel> navigationService
+    INavigationService<MainWindowViewModel> navigationService,
+    IModelIndexService modelIndexService
 ) : TabViewModelBase, IInfinitelyScroll
 {
     private bool suppressSearch;
     private bool filterOptionsLoaded;
+    private bool searchQueued;
     private int currentPage = 1;
-    private int totalHits;
+
+    /// <summary>
+    /// All search results we've fetched so far across pages, regardless of client-side filters.
+    /// Used as the source for <see cref="Results"/> rebuilds and dedupe checks.
+    /// </summary>
+    private readonly List<CivArchiveSearchResult> rawResults = [];
 
     [ObservableProperty]
     private ObservableCollection<CivArchiveSearchResult> results = [];
 
+    [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(IsEndOfResults), nameof(HasResultCount))]
+    private int totalHits;
+
+    [ObservableProperty]
+    private bool hideInstalledModels;
+
+    [ObservableProperty]
+    private double resizeFactor = 1.0;
+
+    public bool IsEndOfResults => HasSearched && TotalHits > 0 && rawResults.Count >= TotalHits;
+
+    public bool HasResultCount => HasSearched && TotalHits > 0;
+
     [ObservableProperty]
     private ObservableCollection<BaseModelOptionViewModel> allModelTypes = [];
 
     [ObservableProperty]
     private ObservableCollection<BaseModelOptionViewModel> allBaseModels = [];
 
+    [ObservableProperty]
+    private ObservableCollection<BaseModelOptionViewModel> filteredModelTypes = [];
+
+    [ObservableProperty]
+    private ObservableCollection<BaseModelOptionViewModel> filteredBaseModels = [];
+
+    [ObservableProperty]
+    private string modelTypeFilter = string.Empty;
+
+    [ObservableProperty]
+    private string baseModelFilter = string.Empty;
+
+    public string ModelTypeSelectionSummary =>
+        AllModelTypes.Count == 0
+            ? string.Empty
+            : $"{AllModelTypes.Count(x => x.IsSelected)} of {AllModelTypes.Count} selected";
+
+    public string BaseModelSelectionSummary =>
+        AllBaseModels.Count == 0
+            ? string.Empty
+            : $"{AllBaseModels.Count(x => x.IsSelected)} of {AllBaseModels.Count} selected";
+
     [ObservableProperty]
     private string searchQuery = string.Empty;
 
     [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(HasAdvancedFilters))]
     private string tagQuery = string.Empty;
 
     [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(HasAdvancedFilters))]
     private string usernameQuery = string.Empty;
 
+    /// <summary>
+    /// True when the user has set explicit Tags or Username via the "More filters" flyout
+    /// (not the inline @/# tokens — those are visible in the search box itself).
+    /// Used to show a small dot indicator on the More Filters button.
+    /// </summary>
+    public bool HasAdvancedFilters =>
+        !string.IsNullOrWhiteSpace(TagQuery) || !string.IsNullOrWhiteSpace(UsernameQuery);
+
     [ObservableProperty]
     private bool isLoading;
 
@@ -58,6 +114,7 @@ INavigationService<MainWindowViewModel> navigationService
     private bool noResultsFound;
 
     [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(IsEndOfResults), nameof(HasResultCount))]
     private bool hasSearched;
 
     [ObservableProperty]
@@ -156,21 +213,86 @@ public override void OnLoaded()
     protected override async Task OnInitialLoadedAsync()
     {
         await base.OnInitialLoadedAsync();
+
+        AddDisposable(
+            settingsManager.RelayPropertyFor(
+                this,
+                vm => vm.ResizeFactor,
+                s => s.CivArchiveBrowserResizeFactor,
+                true
+            )
+        );
+
+        AddDisposable(
+            settingsManager.RelayPropertyFor(
+                this,
+                vm => vm.HideInstalledModels,
+                s => s.HideInstalledModelsInModelBrowser,
+                true
+            )
+        );
+
+        EventHandler indexHandler = (_, _) => Dispatcher.UIThread.Post(OnLocalModelIndexChanged);
+        EventManager.Instance.ModelIndexChanged += indexHandler;
+        AddDisposable(Disposable.Create(() => EventManager.Instance.ModelIndexChanged -= indexHandler));
+
         await SearchModels();
     }
 
+    partial void OnHideInstalledModelsChanged(bool value) => RebuildVisibleResults();
+
+    private void OnLocalModelIndexChanged()
+    {
+        // The local index changed (download finished or model deleted) — re-evaluate every
+        // cached result's IsInstalled flag, then rebuild Results so the badge / hide-installed
+        // filter reflect reality without needing a re-search.
+        var hashes = modelIndexService.ModelIndexSha256Hashes;
+        var urls = modelIndexService.ModelIndexCivArchiveUrls;
+        foreach (var item in rawResults)
+        {
+            item.IsInstalled =
+                (!string.IsNullOrEmpty(item.Url) && urls.Contains(item.Url))
+                || (!string.IsNullOrEmpty(item.Sha256FromUrl) && hashes.Contains(item.Sha256FromUrl));
+        }
+        RebuildVisibleResults();
+    }
+
+    private void RebuildVisibleResults()
+    {
+        Results.Clear();
+        foreach (var item in rawResults)
+        {
+            if (HideInstalledModels && item.IsInstalled)
+                continue;
+            Results.Add(item);
+        }
+        NoResultsFound = HasSearched && Results.Count == 0;
+        OnPropertyChanged(nameof(IsEndOfResults));
+    }
+
     [RelayCommand]
     private async Task SearchModels(bool isInfiniteScroll = false)
     {
         if (IsLoading)
         {
+            if (!isInfiniteScroll)
+            {
+                searchQueued = true;
+            }
+
             return;
         }
 
+        if (!isInfiniteScroll)
+        {
+            searchQueued = false;
+        }
+
         if (!isInfiniteScroll)
         {
             currentPage = 1;
-            totalHits = 0;
+            TotalHits = 0;
+            rawResults.Clear();
             Results.Clear();
         }
 
@@ -196,21 +318,41 @@ private async Task SearchModels(bool isInfiniteScroll = false)
                 }
             }
 
-            totalHits = response.TotalHits;
+            TotalHits = response.TotalHits;
             currentPage = response.EffectiveFilters.Page;
 
+            var installedHashes = modelIndexService.ModelIndexSha256Hashes;
+            var installedUrls = modelIndexService.ModelIndexCivArchiveUrls;
             foreach (var item in response.Results)
             {
-                if (isInfiniteScroll && Results.Any(existing => existing.Id == item.Id))
+                if (isInfiniteScroll && rawResults.Any(existing => existing.Id == item.Id))
                 {
                     continue;
                 }
 
-                Results.Add(item);
+                // URL match works for any CivArchive download with a stored SourceUrl;
+                // SHA256 fallback covers the rare File-kind result with hash in URL.
+                if (!string.IsNullOrEmpty(item.Url) && installedUrls.Contains(item.Url))
+                {
+                    item.IsInstalled = true;
+                }
+                else if (
+                    !string.IsNullOrEmpty(item.Sha256FromUrl) && installedHashes.Contains(item.Sha256FromUrl)
+                )
+                {
+                    item.IsInstalled = true;
+                }
+
+                rawResults.Add(item);
+                if (!HideInstalledModels || !item.IsInstalled)
+                {
+                    Results.Add(item);
+                }
             }
 
             HasSearched = true;
             NoResultsFound = Results.Count == 0;
+            OnPropertyChanged(nameof(IsEndOfResults));
         }
         catch (Exception ex)
         {
@@ -222,6 +364,12 @@ private async Task SearchModels(bool isInfiniteScroll = false)
             IsLoading = false;
             SaveSettings();
         }
+
+        if (searchQueued)
+        {
+            searchQueued = false;
+            await SearchModels();
+        }
     }
 
     [RelayCommand]
@@ -307,9 +455,45 @@ private void ToggleAllBaseModels()
         }
     }
 
+    /// <summary>
+    /// Reset every filter back to its default. Single property setter at the end re-triggers
+    /// the search instead of one fetch per change.
+    /// </summary>
+    [RelayCommand]
+    private async Task ResetFilters()
+    {
+        suppressSearch = true;
+        try
+        {
+            SearchQuery = string.Empty;
+            TagQuery = string.Empty;
+            UsernameQuery = string.Empty;
+            SelectedPlatform = AllPlatforms.First(x => x.Value == CivArchivePlatformOption.All);
+            SelectedSort = AllSorts.First(x => x.Value == CivArchiveSortOption.Top);
+            SelectedPeriod = AllPeriods.First(x => x.Value == CivArchivePeriodOption.All);
+            SelectedRating = AllRatings.First(x => x.Value == CivArchiveRatingOption.Safe);
+            SelectedPlatformStatus = AllPlatformStatuses.First(x =>
+                x.Value == CivArchivePlatformStatusOption.All
+            );
+            SelectedKind = AllKinds.First(x => x.Value == CivArchiveKindOption.All);
+            foreach (var option in AllModelTypes)
+                option.IsSelected = true;
+            foreach (var option in AllBaseModels)
+                option.IsSelected = true;
+        }
+        finally
+        {
+            suppressSearch = false;
+        }
+
+        await SearchModels();
+    }
+
     public async Task LoadNextPageAsync()
     {
-        if (!IsLoading && Results.Count < totalHits)
+        // Compare against rawResults so infinite-scroll keeps fetching even when
+        // HideInstalledModels filters items out of Results.
+        if (!IsLoading && rawResults.Count < TotalHits)
         {
             await SearchModels(true);
         }
@@ -351,6 +535,45 @@ IReadOnlyCollection<string> selectedValues
             option.PropertyChanged += OnSelectableOptionChanged;
             target.Add(option);
         }
+
+        if (ReferenceEquals(target, AllModelTypes))
+        {
+            ApplyModelTypeFilter();
+            OnPropertyChanged(nameof(ModelTypeSelectionSummary));
+        }
+        else if (ReferenceEquals(target, AllBaseModels))
+        {
+            ApplyBaseModelFilter();
+            OnPropertyChanged(nameof(BaseModelSelectionSummary));
+        }
+    }
+
+    partial void OnModelTypeFilterChanged(string value) => ApplyModelTypeFilter();
+
+    partial void OnBaseModelFilterChanged(string value) => ApplyBaseModelFilter();
+
+    private void ApplyModelTypeFilter() =>
+        RefreshFilteredOptions(AllModelTypes, FilteredModelTypes, ModelTypeFilter);
+
+    private void ApplyBaseModelFilter() =>
+        RefreshFilteredOptions(AllBaseModels, FilteredBaseModels, BaseModelFilter);
+
+    private static void RefreshFilteredOptions(
+        ObservableCollection<BaseModelOptionViewModel> source,
+        ObservableCollection<BaseModelOptionViewModel> target,
+        string filter
+    )
+    {
+        var query = filter?.Trim() ?? string.Empty;
+        var matches = string.IsNullOrEmpty(query)
+            ? source
+            : source.Where(x => x.ModelType.Contains(query, StringComparison.OrdinalIgnoreCase));
+
+        target.Clear();
+        foreach (var item in matches)
+        {
+            target.Add(item);
+        }
     }
 
     private void RestoreSettings()
@@ -375,11 +598,21 @@ private CivArchiveSearchFilters BuildFilters(int page)
         var selectedTypes = GetSelectedValues(AllModelTypes);
         var selectedBaseModels = GetSelectedValues(AllBaseModels);
 
+        // Parse @user / #tag tokens inline from the search box and merge with
+        // explicit values from the More Filters flyout. Inline tokens win for username
+        // (only one allowed); tags are merged additively.
+        var (cleanedQuery, parsedTags, parsedUsername) = ParseSearchQuery(SearchQuery);
+        var combinedTags = string.Join(
+            ",",
+            new[] { TagQuery, parsedTags }.Where(s => !string.IsNullOrWhiteSpace(s))
+        );
+        var combinedUsername = !string.IsNullOrWhiteSpace(parsedUsername) ? parsedUsername : UsernameQuery;
+
         return new CivArchiveSearchFilters
         {
-            Query = SearchQuery,
-            Tags = TagQuery,
-            Username = UsernameQuery,
+            Query = cleanedQuery,
+            Tags = combinedTags,
+            Username = combinedUsername,
             Platform = SelectedPlatform?.Value ?? CivArchivePlatformOption.All,
             Sort = SelectedSort?.Value ?? CivArchiveSortOption.Top,
             Period = SelectedPeriod?.Value ?? CivArchivePeriodOption.All,
@@ -392,6 +625,34 @@ private CivArchiveSearchFilters BuildFilters(int page)
         };
     }
 
+    /// <summary>
+    /// Pull <c>@user</c> and <c>#tag</c> tokens out of a free-form search string.
+    /// Returns the leftover query (model name search), comma-joined tag list, and the
+    /// parsed username (last-wins if multiple <c>@</c> tokens are present).
+    /// </summary>
+    internal static (string query, string tags, string username) ParseSearchQuery(string raw)
+    {
+        if (string.IsNullOrWhiteSpace(raw))
+            return (string.Empty, string.Empty, string.Empty);
+
+        var tokens = raw.Split(' ', StringSplitOptions.RemoveEmptyEntries);
+        var queryParts = new List<string>();
+        var tags = new List<string>();
+        string username = string.Empty;
+
+        foreach (var token in tokens)
+        {
+            if (token.Length > 1 && token[0] == '@')
+                username = token[1..]; // last @user wins
+            else if (token.Length > 1 && token[0] == '#')
+                tags.Add(token[1..]);
+            else
+                queryParts.Add(token);
+        }
+
+        return (string.Join(' ', queryParts), string.Join(',', tags), username);
+    }
+
     private static List<string> GetSelectedValues(IEnumerable<BaseModelOptionViewModel> options)
     {
         return options.Where(x => x.IsSelected).Select(x => x.ModelType).ToList();
@@ -424,7 +685,15 @@ private void SaveSettings()
 
     private async void OnSelectableOptionChanged(object? sender, PropertyChangedEventArgs e)
     {
-        if (e.PropertyName != nameof(BaseModelOptionViewModel.IsSelected) || suppressSearch)
+        if (e.PropertyName != nameof(BaseModelOptionViewModel.IsSelected))
+        {
+            return;
+        }
+
+        OnPropertyChanged(nameof(ModelTypeSelectionSummary));
+        OnPropertyChanged(nameof(BaseModelSelectionSummary));
+
+        if (suppressSearch)
         {
             return;
         }
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
index 4ded801e1..1f37cb826 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
@@ -1,14 +1,20 @@
 using System.Collections.ObjectModel;
+using System.ComponentModel.DataAnnotations;
+using System.IO;
+using System.Reactive.Disposables;
 using System.Reactive.Linq;
 using System.Threading;
 using AsyncAwaitBestPractices;
 using Avalonia.Threading;
 using CommunityToolkit.Mvvm.ComponentModel;
 using CommunityToolkit.Mvvm.Input;
+using DynamicData.Binding;
 using FluentAvalonia.Core;
+using FluentAvalonia.UI.Controls;
 using Injectio.Attributes;
 using StabilityMatrix.Avalonia.Extensions;
 using StabilityMatrix.Avalonia.Models;
+using StabilityMatrix.Avalonia.Models.Inference;
 using StabilityMatrix.Avalonia.Services;
 using StabilityMatrix.Avalonia.ViewModels.Base;
 using StabilityMatrix.Avalonia.ViewModels.Dialogs;
@@ -16,9 +22,11 @@
 using StabilityMatrix.Core.Api;
 using StabilityMatrix.Core.Attributes;
 using StabilityMatrix.Core.Extensions;
+using StabilityMatrix.Core.Helper;
 using StabilityMatrix.Core.Models;
 using StabilityMatrix.Core.Models.Api;
 using StabilityMatrix.Core.Models.Api.CivArchive;
+using StabilityMatrix.Core.Models.Database;
 using StabilityMatrix.Core.Models.FileInterfaces;
 using StabilityMatrix.Core.Processes;
 using StabilityMatrix.Core.Services;
@@ -34,9 +42,31 @@ public partial class CivArchiveDetailsPageViewModel(
     IServiceManager<ViewModelBase> vmFactory,
     IModelImportService modelImportService,
     ISettingsManager settingsManager,
-    INotificationService notificationService
-) : ViewModelBase
+    INotificationService notificationService,
+    IModelIndexService modelIndexService
+) : DisposableViewModelBase
 {
+    private static readonly string[] IgnoredFileNameFormatVars =
+    [
+        "seed",
+        "prompt",
+        "negative_prompt",
+        "model_hash",
+        "sampler",
+        "cfgscale",
+        "steps",
+        "width",
+        "height",
+        "project_type",
+        "project_name",
+    ];
+
+    public IEnumerable<FileNameFormatVar> ModelFileNameFormatVars =>
+        FileNameFormatProvider
+            .GetSampleForModelBrowser()
+            .Substitutions.Where(kv => !IgnoredFileNameFormatVars.Contains(kv.Key))
+            .Select(kv => new FileNameFormatVar { Variable = $"{{{kv.Key}}}", Example = kv.Value.Invoke() });
+
     [ObservableProperty]
     public partial string RelativeUrl { get; set; } = string.Empty;
 
@@ -61,6 +91,19 @@ INotificationService notificationService
     [ObservableProperty]
     public partial bool HasDownloadUrl { get; set; }
 
+    [ObservableProperty]
+    public partial bool IsInstalled { get; set; }
+
+    [ObservableProperty]
+    public partial string? InstalledLocation { get; set; }
+
+    [ObservableProperty]
+    [CustomValidation(typeof(CivArchiveDetailsPageViewModel), nameof(ValidateModelFileNameFormat))]
+    public partial string? ModelFileNameFormat { get; set; }
+
+    [ObservableProperty]
+    public partial string? ModelNameFormatSample { get; set; }
+
     public ObservableCollection<CivArchiveModelImage> Images { get; } = [];
     public ObservableCollection<CivArchiveModelFile> Files { get; } = [];
     public ObservableCollection<CivArchiveVersionMirror> Mirrors { get; } = [];
@@ -81,6 +124,42 @@ private static readonly Dictionary<
         ["Upscaler"] = (SharedFolderType.ESRGAN, CivitModelType.Upscaler),
     };
 
+    protected override async Task OnInitialLoadedAsync()
+    {
+        await base.OnInitialLoadedAsync();
+
+        AddDisposable(
+            settingsManager.RelayPropertyFor(
+                this,
+                vm => vm.ModelFileNameFormat,
+                settings => settings.CivitModelBrowserFileNamePattern,
+                true
+            )
+        );
+
+        AddDisposable(
+            this.WhenPropertyChanged(vm => vm.ModelFileNameFormat)
+                .Throttle(TimeSpan.FromMilliseconds(50))
+                .ObserveOn(SynchronizationContext.Current!)
+                .Subscribe(_ => UpdateNameFormatSample())
+        );
+
+        AddDisposable(
+            this.WhenPropertyChanged(vm => vm.Model)
+                .ObserveOn(SynchronizationContext.Current!)
+                .Subscribe(_ => UpdateNameFormatSample())
+        );
+
+        // Refresh the IsInstalled badge / Download button label when the user downloads
+        // (or deletes) this model — without forcing them to navigate away and back.
+        EventHandler indexChangedHandler = (_, _) =>
+            Dispatcher.UIThread.Post(() => UpdateInstalledStatus(Model?.Version));
+        EventManager.Instance.ModelIndexChanged += indexChangedHandler;
+        AddDisposable(
+            Disposable.Create(() => EventManager.Instance.ModelIndexChanged -= indexChangedHandler)
+        );
+    }
+
     public override async Task OnLoadedAsync()
     {
         await base.OnLoadedAsync();
@@ -93,6 +172,94 @@ public override async Task OnLoadedAsync()
         await LoadModelAsync();
     }
 
+    public static ValidationResult ValidateModelFileNameFormat(string? format, ValidationContext context)
+    {
+        return FileNameFormatProvider.GetSampleForModelBrowser().Validate(format ?? string.Empty);
+    }
+
+    private void UpdateNameFormatSample()
+    {
+        var provider = BuildFormatProvider(Model?.Version, GetPrimaryFile(Model?.Version));
+        var format = ParseFormatOrDefault(ModelFileNameFormat, provider);
+
+        var sample = format.GetFileName();
+        ModelNameFormatSample = string.IsNullOrWhiteSpace(sample)
+            ? null
+            : "Example: " + sample + ".safetensors";
+    }
+
+    /// <summary>
+    /// Parse a template against the provider, falling back to the default template if the input is empty,
+    /// references unknown variables, or fails to parse for any reason. Validate() must be called first
+    /// because Parse() throws KeyNotFoundException on unknown variables (e.g. mid-typing "{base}" before
+    /// the user finishes "{base_model}").
+    /// </summary>
+    private static FileNameFormat ParseFormatOrDefault(string? template, FileNameFormatProvider provider)
+    {
+        if (
+            !string.IsNullOrEmpty(template)
+            && provider.Validate(template) == ValidationResult.Success
+            && FileNameFormat.TryParse(template, provider, out var format)
+        )
+        {
+            return format;
+        }
+
+        return FileNameFormat.Parse(FileNameFormat.DefaultModelBrowserTemplate, provider);
+    }
+
+    private FileNameFormatProvider BuildFormatProvider(
+        CivArchiveModelVersion? version,
+        CivArchiveModelFile? primaryFile
+    )
+    {
+        if (Model is null)
+        {
+            return new FileNameFormatProvider();
+        }
+
+        // Build CivitModel-shaped stubs so FileNameFormatProvider can resolve {model_name}, {file_name}, etc.
+        var modelType = CivitModelType.Unknown;
+        if (Model.Type is not null && ModelTypeMap.TryGetValue(Model.Type, out var mapping))
+        {
+            modelType = mapping.ModelType;
+        }
+
+        var synthesizedFileName = string.IsNullOrWhiteSpace(version?.Name)
+            ? $"{Model.Name}.safetensors"
+            : $"{Model.Name}_{version.Name}.safetensors";
+
+        var civitModel = new CivitModel
+        {
+            Id = int.TryParse(Model.Id, out var modelId) ? modelId : 0,
+            Name = Model.Name,
+            Type = modelType,
+            Creator = new CivitCreator { Username = Model.CreatorUsername ?? Model.Username },
+        };
+
+        var civitVersion = version is null
+            ? null
+            : new CivitModelVersion
+            {
+                Id = int.TryParse(version.Id, out var versionId) ? versionId : 0,
+                Name = version.Name,
+                BaseModel = version.BaseModel,
+            };
+
+        var civitFile = new CivitFile
+        {
+            Id = int.TryParse(primaryFile?.Id, out var fileId) ? fileId : 0,
+            Name = !string.IsNullOrWhiteSpace(primaryFile?.Name) ? primaryFile.Name : synthesizedFileName,
+        };
+
+        return new FileNameFormatProvider
+        {
+            CivitModel = civitModel,
+            CivitModelVersion = civitVersion,
+            CivitFile = civitFile,
+        };
+    }
+
     private async Task LoadModelAsync()
     {
         IsLoading = true;
@@ -119,7 +286,7 @@ private async Task LoadModelAsync()
     private void PopulateVersionData(CivArchiveModelVersion? version)
     {
         VersionDescriptionHtml = WrapHtml(version?.Description);
-        HasDownloadUrl = !string.IsNullOrWhiteSpace(version?.DownloadUrl);
+        HasDownloadUrl = GetDownloadUris(version).Count > 0;
 
         Images.Clear();
         foreach (var image in version?.Images.Where(i => !string.IsNullOrWhiteSpace(i.Url)) ?? [])
@@ -138,6 +305,77 @@ private void PopulateVersionData(CivArchiveModelVersion? version)
         {
             Mirrors.Add(mirror);
         }
+
+        UpdateInstalledStatus(version);
+    }
+
+    private void UpdateInstalledStatus(CivArchiveModelVersion? version)
+    {
+        // First try URL match — works for every platform, including ones where file hashes are missing.
+        var installedUrls = modelIndexService.ModelIndexCivArchiveUrls;
+        if (!string.IsNullOrWhiteSpace(RelativeUrl) && installedUrls.Contains(RelativeUrl))
+        {
+            IsInstalled = true;
+            InstalledLocation = LookupInstalledLocationByUrl(RelativeUrl);
+            return;
+        }
+
+        // Fallback to SHA256 match — catches CivitAI mirrors with full file hashes,
+        // including models downloaded via SM before SourceUrl tracking existed.
+        var hashes = version
+            ?.Files.Select(f => f.Sha256)
+            .Where(s => !string.IsNullOrWhiteSpace(s))
+            .Cast<string>()
+            .ToList();
+
+        if (hashes is null || hashes.Count == 0)
+        {
+            IsInstalled = false;
+            InstalledLocation = null;
+            return;
+        }
+
+        var installedHashes = modelIndexService.ModelIndexSha256Hashes;
+        var matchedHash = hashes.FirstOrDefault(h => installedHashes.Contains(h));
+
+        if (matchedHash is null)
+        {
+            IsInstalled = false;
+            InstalledLocation = null;
+            return;
+        }
+
+        IsInstalled = true;
+        _ = LoadInstalledLocationAsync(matchedHash);
+    }
+
+    private string? LookupInstalledLocationByUrl(string sourceUrl)
+    {
+        return modelIndexService
+            .ModelIndex.Values.SelectMany(x => x)
+            .FirstOrDefault(m =>
+                m.HasCivArchiveMetadata
+                && string.Equals(
+                    m.ConnectedModelInfo.SourceUrl,
+                    sourceUrl,
+                    StringComparison.OrdinalIgnoreCase
+                )
+            )
+            ?.RelativePath;
+    }
+
+    private async Task LoadInstalledLocationAsync(string sha256)
+    {
+        try
+        {
+            var matches = await modelIndexService.FindBySha256Async(sha256);
+            var first = matches?.FirstOrDefault();
+            InstalledLocation = first?.RelativePath;
+        }
+        catch
+        {
+            InstalledLocation = null;
+        }
     }
 
     private static string WrapHtml(string? html)
@@ -232,60 +470,302 @@ private void OpenOnCivArchive()
     private async Task DownloadModel()
     {
         var version = Model?.Version;
-        if (version?.DownloadUrl is not { } downloadUrl || string.IsNullOrWhiteSpace(downloadUrl))
+        if (version is null)
+            return;
+
+        var primaryFile = GetPrimaryFile(version);
+        await ExecuteDownloadAsync(version, primaryFile, GetDownloadUris(version), sourceLabel: null);
+    }
+
+    [RelayCommand]
+    private async Task DeleteModel()
+    {
+        var localFiles = FindLocallyInstalledFiles();
+        if (localFiles.Count == 0)
+            return;
+
+        var pathsToDelete = new List<string>();
+        foreach (var localFile in localFiles)
+        {
+            var checkpointPath = new FilePath(localFile.GetFullPath(settingsManager.ModelsDirectory));
+            if (File.Exists(checkpointPath))
+                pathsToDelete.Add(checkpointPath);
+
+            var previewPath = localFile.GetPreviewImageFullPath(settingsManager.ModelsDirectory);
+            if (!string.IsNullOrEmpty(previewPath) && File.Exists(previewPath))
+                pathsToDelete.Add(previewPath);
+
+            var cmInfoPath = checkpointPath
+                .ToString()
+                .Replace(checkpointPath.Extension, ConnectedModelInfo.FileExtension);
+            if (File.Exists(cmInfoPath))
+                pathsToDelete.Add(cmInfoPath);
+        }
+
+        if (pathsToDelete.Count == 0)
+            return;
+
+        var confirmDeleteVm = vmFactory.Get<ConfirmDeleteDialogViewModel>();
+        confirmDeleteVm.PathsToDelete = pathsToDelete;
+
+        var dialog = confirmDeleteVm.GetDialog();
+        var result = await dialog.ShowAsync();
+
+        if (result != ContentDialogResult.Primary)
+            return;
+
+        try
+        {
+            await confirmDeleteVm.ExecuteCurrentDeleteOperationAsync(failFast: true);
+        }
+        catch (Exception ex)
+        {
+            notificationService.Show("Delete failed", ex.Message);
+        }
+        finally
+        {
+            await modelIndexService.RefreshIndex();
+            // RefreshIndex fires ModelIndexChanged → our handler updates IsInstalled
+            // and the UI flips back to "Download" automatically.
+        }
+    }
+
+    /// <summary>
+    /// Find every locally installed file matching this model — try the SourceUrl first,
+    /// fall back to SHA256 hash matches for legacy downloads without SourceUrl.
+    /// </summary>
+    private List<LocalModelFile> FindLocallyInstalledFiles()
+    {
+        var matches = new List<LocalModelFile>();
+        var allLocal = modelIndexService.ModelIndex.Values.SelectMany(x => x).ToList();
+
+        if (!string.IsNullOrWhiteSpace(RelativeUrl))
+        {
+            matches.AddRange(
+                allLocal.Where(m =>
+                    m.HasCivArchiveMetadata
+                    && string.Equals(
+                        m.ConnectedModelInfo.SourceUrl,
+                        RelativeUrl,
+                        StringComparison.OrdinalIgnoreCase
+                    )
+                )
+            );
+        }
+
+        if (matches.Count == 0 && Model?.Version is { } version)
+        {
+            var hashes = version
+                .Files.Select(f => f.Sha256)
+                .Where(s => !string.IsNullOrWhiteSpace(s))
+                .Cast<string>()
+                .ToHashSet(StringComparer.OrdinalIgnoreCase);
+
+            if (hashes.Count > 0)
+            {
+                matches.AddRange(
+                    allLocal.Where(m =>
+                        !string.IsNullOrWhiteSpace(m.HashSha256) && hashes.Contains(m.HashSha256)
+                    )
+                );
+            }
+        }
+
+        return matches;
+    }
+
+    [RelayCommand]
+    private async Task DownloadFile(CivArchiveModelFile? file)
+    {
+        var version = Model?.Version;
+        if (version is null || file is null)
+            return;
+
+        await ExecuteDownloadAsync(version, file, GetDownloadUrisForFile(file), sourceLabel: null);
+    }
+
+    [RelayCommand]
+    private async Task DownloadFromMirror(CivArchiveFileMirror? mirror)
+    {
+        if (mirror is null || string.IsNullOrWhiteSpace(mirror.Url))
+            return;
+
+        // Gated/paid mirrors require auth or payment we can't handle in-app — open externally.
+        if (mirror.IsGated || mirror.IsPaid)
         {
+            ProcessRunner.OpenUrl(mirror.Url);
             return;
         }
 
+        var version = Model?.Version;
+        if (version is null)
+            return;
+
+        // Find the parent file so we can attach hash + cm-info correctly.
+        var parentFile = version.Files.FirstOrDefault(f => f.Mirrors.Contains(mirror));
+
+        await ExecuteDownloadAsync(
+            version,
+            parentFile,
+            [civArchiveApiClient.GetAbsoluteUri(mirror.Url)],
+            sourceLabel: mirror.Source
+        );
+    }
+
+    private async Task ExecuteDownloadAsync(
+        CivArchiveModelVersion version,
+        CivArchiveModelFile? file,
+        IReadOnlyList<Uri> downloadUris,
+        string? sourceLabel
+    )
+    {
+        if (downloadUris.Count == 0 || Model is null)
+            return;
+
         if (!settingsManager.IsLibraryDirSet)
         {
             notificationService.Show("Download Failed", "Please set a library directory in settings first.");
             return;
         }
 
-        var downloadUri = civArchiveApiClient.GetAbsoluteUri(downloadUrl);
-
-        // Auto-determine download folder from model type
         var destinationDir = GetDefaultDownloadFolder();
+        var fileName = BuildDownloadFileName(version, file);
 
-        // Build filename: "{ModelName}_{VersionName}.safetensors"
-        var modelName = Model?.Name ?? "model";
-        var versionName = version.Name;
-        var fileName = string.IsNullOrWhiteSpace(versionName)
-            ? $"{modelName}.safetensors"
-            : $"{modelName}_{versionName}.safetensors";
-
-        // Sanitize filename
-        fileName = Path.GetInvalidFileNameChars()
-            .Aggregate(fileName, (current, c) => current.Replace(c, '_'));
-
-        // Get preview image URI if available
         Uri? previewImageUri = null;
+        string? previewImageExtension = null;
         var firstImage = version.Images.FirstOrDefault(i => !string.IsNullOrWhiteSpace(i.Url));
         if (firstImage?.Url is not null)
         {
             previewImageUri = new Uri(firstImage.Url);
+            previewImageExtension = ResolvePreviewImageExtension(previewImageUri);
         }
 
-        // Build cm-info metadata
-        var connectedModelInfo = BuildConnectedModelInfo(Model!, version);
+        var connectedModelInfo = BuildConnectedModelInfo(Model, version, RelativeUrl);
+        // Override hash so the cm-info matches the specific file being downloaded
+        // (BuildConnectedModelInfo defaults to the primary file's hash).
+        if (!string.IsNullOrWhiteSpace(file?.Sha256))
+        {
+            connectedModelInfo.Hashes = new CivitFileHashes { SHA256 = file.Sha256 };
+        }
 
         await modelImportService.DoCustomImport(
-            downloadUri,
+            downloadUris,
             fileName,
             destinationDir,
             previewImageUri,
+            previewImageFileExtension: previewImageExtension,
             connectedModelInfo: connectedModelInfo,
             configureDownload: download =>
             {
-                if (!string.IsNullOrWhiteSpace(version.Files.FirstOrDefault()?.Sha256))
+                if (!string.IsNullOrWhiteSpace(file?.Sha256))
                 {
-                    download.ExpectedHashSha256 = version.Files.First().Sha256;
+                    download.ExpectedHashSha256 = file.Sha256;
                 }
             }
         );
 
-        notificationService.Show("Download Started", $"{fileName} will be saved to {destinationDir}");
+        var finalPath = destinationDir.JoinFile(fileName);
+        var sourceText = string.IsNullOrEmpty(sourceLabel) ? string.Empty : $" from {sourceLabel}";
+        notificationService.Show(
+            "Download Started",
+            $"{finalPath.Name}{sourceText} will be saved to {finalPath.Directory}"
+        );
+    }
+
+    /// <summary>
+    /// CivArchive aggregates images from many platforms; some URLs don't end in a recognizable
+    /// extension (e.g. CivitAI's "/width=512/img" style paths or extension-less CDN URLs). Try
+    /// Path.GetExtension first, then scan the raw URL for a known image extension, then fall back
+    /// to ".jpeg" so the import never fails at the preview-image step.
+    /// </summary>
+    private static string ResolvePreviewImageExtension(Uri previewImageUri)
+    {
+        var fromPath = Path.GetExtension(previewImageUri.LocalPath);
+        if (!string.IsNullOrWhiteSpace(fromPath))
+            return fromPath;
+
+        ReadOnlySpan<string> known = [".jpeg", ".jpg", ".png", ".webp", ".gif", ".avif"];
+        var raw = previewImageUri.ToString();
+        foreach (var ext in known)
+        {
+            if (raw.Contains(ext, StringComparison.OrdinalIgnoreCase))
+                return ext;
+        }
+
+        return ".jpeg";
+    }
+
+    private IReadOnlyList<Uri> GetDownloadUrisForFile(CivArchiveModelFile file)
+    {
+        var urlCandidates = new List<string?> { file.DownloadUrl };
+        if (file.Mirrors is not null)
+        {
+            urlCandidates.AddRange(file.Mirrors.Where(m => !m.IsGated && !m.IsPaid).Select(m => m.Url));
+        }
+
+        return urlCandidates
+            .Where(url => !string.IsNullOrWhiteSpace(url))
+            .Select(url => civArchiveApiClient.GetAbsoluteUri(url!))
+            .Distinct()
+            .ToList();
+    }
+
+    private IReadOnlyList<Uri> GetDownloadUris(CivArchiveModelVersion? version)
+    {
+        if (version is null)
+        {
+            return [];
+        }
+
+        var primaryFile = GetPrimaryFile(version);
+        var urlCandidates = new List<string?> { version.DownloadUrl, primaryFile?.DownloadUrl };
+
+        if (primaryFile?.Mirrors is not null)
+        {
+            urlCandidates.AddRange(primaryFile.Mirrors.Select(mirror => mirror.Url));
+        }
+
+        return urlCandidates
+            .Where(url => !string.IsNullOrWhiteSpace(url))
+            .Select(url => civArchiveApiClient.GetAbsoluteUri(url!))
+            .Distinct()
+            .ToList();
+    }
+
+    private static CivArchiveModelFile? GetPrimaryFile(CivArchiveModelVersion? version)
+    {
+        if (version is null)
+        {
+            return null;
+        }
+
+        return version.Files.FirstOrDefault(f => f.IsPrimary) ?? version.Files.FirstOrDefault();
+    }
+
+    private string BuildDownloadFileName(CivArchiveModelVersion version, CivArchiveModelFile? primaryFile)
+    {
+        var extension = !string.IsNullOrWhiteSpace(primaryFile?.Name)
+            ? Path.GetExtension(primaryFile.Name)
+            : ".safetensors";
+        if (string.IsNullOrEmpty(extension))
+        {
+            extension = ".safetensors";
+        }
+
+        var provider = BuildFormatProvider(version, primaryFile);
+        var format = ParseFormatOrDefault(ModelFileNameFormat, provider);
+
+        var stem = format.GetFileName();
+        if (string.IsNullOrWhiteSpace(stem))
+        {
+            // Pattern resolved to empty (e.g. only {file_name} on a non-CivitAI mirror with no primary file).
+            // Fall back to a sensible synthesized name.
+            stem = string.IsNullOrWhiteSpace(version.Name)
+                ? Model?.Name ?? "model"
+                : $"{Model?.Name ?? "model"}_{version.Name}";
+        }
+
+        return stem + extension;
     }
 
     private DirectoryPath GetDefaultDownloadFolder()
@@ -301,7 +781,8 @@ private DirectoryPath GetDefaultDownloadFolder()
 
     private static ConnectedModelInfo BuildConnectedModelInfo(
         CivArchiveModelDetails model,
-        CivArchiveModelVersion version
+        CivArchiveModelVersion version,
+        string sourceUrl
     )
     {
         var civitModelType = CivitModelType.Unknown;
@@ -327,6 +808,7 @@ CivArchiveModelVersion version
             TrainedWords = version.Trigger.ToArray(),
             ThumbnailImageUrl = version.Images.FirstOrDefault(i => !string.IsNullOrWhiteSpace(i.Url))?.Url,
             Source = ConnectedModelSource.CivArchive,
+            SourceUrl = sourceUrl,
             Stats = new CivitModelStats
             {
                 DownloadCount = (int)model.DownloadCount,
@@ -347,15 +829,6 @@ private void OpenVersionMirror(CivArchiveVersionMirror? mirror)
         }
     }
 
-    [RelayCommand]
-    private void OpenFileMirror(CivArchiveFileMirror? mirror)
-    {
-        if (!string.IsNullOrWhiteSpace(mirror?.Url))
-        {
-            ProcessRunner.OpenUrl(mirror.Url);
-        }
-    }
-
     [RelayCommand]
     private async Task CopySha256(CivArchiveModelFile? file)
     {
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointsPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointsPageViewModel.cs
index 62bea1c0f..611afc0b2 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointsPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointsPageViewModel.cs
@@ -607,7 +607,10 @@ private Task OnItemClick(CheckpointFileViewModel item)
     [RelayCommand]
     private async Task ShowVersionDialog(CheckpointFileViewModel item)
     {
-        if (item.CheckpointFile is { HasCivitMetadata: false, HasOpenModelDbMetadata: false })
+        if (
+            item.CheckpointFile is
+            { HasCivitMetadata: false, HasOpenModelDbMetadata: false, HasCivArchiveMetadata: false }
+        )
         {
             notificationService.Show(
                 "Cannot show version dialog",
@@ -625,6 +628,32 @@ private async Task ShowVersionDialog(CheckpointFileViewModel item)
         {
             await ShowOpenModelDbDialog(item);
         }
+        else if (item.CheckpointFile.HasCivArchiveMetadata)
+        {
+            ShowCivArchiveDialog(item);
+        }
+    }
+
+    private void ShowCivArchiveDialog(CheckpointFileViewModel item)
+    {
+        var sourceUrl = item.CheckpointFile.ConnectedModelInfo?.SourceUrl;
+        if (string.IsNullOrWhiteSpace(sourceUrl))
+        {
+            notificationService.Show(
+                "CivArchive link unavailable",
+                "This model was downloaded before navigation back to CivArchive was supported. Re-download from CivArchive to enable this.",
+                NotificationType.Warning
+            );
+            return;
+        }
+
+        var newVm = dialogFactory.Get<CivArchiveDetailsPageViewModel>(vm =>
+        {
+            vm.RelativeUrl = sourceUrl;
+            return vm;
+        });
+
+        navigationService.NavigateTo(newVm, BetterSlideNavigationTransition.PageSlideFromRight);
     }
 
     private void ShowCivitVersionDialog(CheckpointFileViewModel item)
diff --git a/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml b/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml
index db81f2624..76246a503 100644
--- a/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml
@@ -2,113 +2,339 @@
     x:Class="StabilityMatrix.Avalonia.Views.CivArchiveBrowserPage"
     xmlns="https://github.com/avaloniaui"
     xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+    xmlns:behaviors="clr-namespace:StabilityMatrix.Avalonia.Behaviors"
     xmlns:checkpointBrowser="clr-namespace:StabilityMatrix.Avalonia.ViewModels.CheckpointBrowser"
     xmlns:checkpointManager="clr-namespace:StabilityMatrix.Avalonia.ViewModels.CheckpointManager"
     xmlns:civArchive="clr-namespace:StabilityMatrix.Core.Models.Api.CivArchive;assembly=StabilityMatrix.Core"
     xmlns:controls="clr-namespace:StabilityMatrix.Avalonia.Controls"
     xmlns:converters="clr-namespace:StabilityMatrix.Avalonia.Converters"
+    xmlns:fa="clr-namespace:Projektanker.Icons.Avalonia;assembly=Projektanker.Icons.Avalonia"
     xmlns:lang="clr-namespace:StabilityMatrix.Avalonia.Languages"
     xmlns:scroll="clr-namespace:StabilityMatrix.Avalonia.Controls.Scroll"
+    xmlns:system="clr-namespace:System;assembly=System.Runtime"
     xmlns:ui="clr-namespace:FluentAvalonia.UI.Controls;assembly=FluentAvalonia"
     x:Name="Root"
     x:CompileBindings="True"
     x:DataType="checkpointBrowser:CivArchiveBrowserViewModel">
 
+    <UserControl.Styles>
+        <!--  Card hover effects  -->
+        <Style Selector="Border#HoverBorder">
+            <Setter Property="Transitions">
+                <Transitions>
+                    <BoxShadowsTransition Property="BoxShadow" Duration="0:0:0.237" />
+                </Transitions>
+            </Setter>
+
+            <Style Selector="^ controls|BetterAdvancedImage">
+                <Setter Property="Transitions">
+                    <Transitions>
+                        <TransformOperationsTransition Property="RenderTransform" Duration="0:0:0.237">
+                            <TransformOperationsTransition.Easing>
+                                <QuadraticEaseInOut />
+                            </TransformOperationsTransition.Easing>
+                        </TransformOperationsTransition>
+                    </Transitions>
+                </Setter>
+            </Style>
+
+            <Style Selector="^:pointerover">
+                <Setter Property="BoxShadow" Value="0 0 32 0 #66000000" />
+                <Setter Property="Cursor" Value="Hand" />
+                <Style Selector="^ controls|BetterAdvancedImage">
+                    <Setter Property="RenderTransform" Value="scale(1.03, 1.03)" />
+                </Style>
+                <Style Selector="^ Border#CardBottom">
+                    <Setter Property="Background" Value="#CC000000" />
+                </Style>
+            </Style>
+
+            <Style Selector="^:not(:pointerover)">
+                <Setter Property="BoxShadow" Value="0 0 16 0 #55000000" />
+                <Style Selector="^ controls|BetterAdvancedImage">
+                    <Setter Property="RenderTransform" Value="scale(1, 1)" />
+                </Style>
+                <Style Selector="^ Border#CardBottom">
+                    <Setter Property="Background" Value="#99000000" />
+                </Style>
+            </Style>
+        </Style>
+
+        <!--  Segmented pill selector for Rating/Status  -->
+        <Style Selector="ListBox.Segmented">
+            <Setter Property="Background" Value="{DynamicResource ControlAltFillColorSecondaryBrush}" />
+            <Setter Property="BorderThickness" Value="1" />
+            <Setter Property="BorderBrush" Value="{DynamicResource ComboBoxBorderBrush}" />
+            <Setter Property="CornerRadius" Value="6" />
+            <Setter Property="Padding" Value="2" />
+            <Setter Property="ItemsPanel">
+                <ItemsPanelTemplate>
+                    <StackPanel Orientation="Horizontal" />
+                </ItemsPanelTemplate>
+            </Setter>
+        </Style>
+        <Style Selector="ListBox.Segmented ListBoxItem">
+            <Setter Property="Padding" Value="12,4" />
+            <Setter Property="MinHeight" Value="0" />
+            <Setter Property="CornerRadius" Value="4" />
+            <Setter Property="Margin" Value="1,0" />
+        </Style>
+    </UserControl.Styles>
+
     <UserControl.Resources>
+        <system:Boolean x:Key="False">False</system:Boolean>
         <converters:KiloFormatterStringConverter x:Key="KiloFormatterConverter" />
+
         <DataTemplate x:Key="CivArchiveCardTemplate" DataType="{x:Type civArchive:CivArchiveSearchResult}">
             <Border
+                Name="HoverBorder"
                 Margin="8"
                 ClipToBounds="True"
                 CornerRadius="8">
                 <Border.ContextFlyout>
                     <MenuFlyout>
                         <MenuItem
-                            Command="{Binding #Root.DataContext.OpenOnCivArchiveCommand}"
+                            Command="{Binding #Root.((checkpointBrowser:CivArchiveBrowserViewModel)DataContext).OpenOnCivArchiveCommand}"
                             CommandParameter="{Binding .}"
-                            Header="Open on CivArchive" />
+                            Header="Open on CivArchive">
+                            <MenuItem.Icon>
+                                <ui:SymbolIcon Symbol="Open" />
+                            </MenuItem.Icon>
+                        </MenuItem>
                         <MenuItem
-                            Command="{Binding #Root.DataContext.SearchByCreatorCommand}"
+                            Command="{Binding #Root.((checkpointBrowser:CivArchiveBrowserViewModel)DataContext).SearchByCreatorCommand}"
                             CommandParameter="{Binding .}"
-                            Header="Browse creator" />
+                            Header="Browse creator"
+                            IsVisible="{Binding Username, Converter={x:Static StringConverters.IsNotNullOrEmpty}}">
+                            <MenuItem.Icon>
+                                <ui:SymbolIcon Symbol="Find" />
+                            </MenuItem.Icon>
+                        </MenuItem>
                         <MenuItem
-                            Command="{Binding #Root.DataContext.CopySha256Command}"
+                            Command="{Binding #Root.((checkpointBrowser:CivArchiveBrowserViewModel)DataContext).CopySha256Command}"
                             CommandParameter="{Binding .}"
                             Header="Copy SHA256"
-                            IsVisible="{Binding Sha256FromUrl, Converter={x:Static StringConverters.IsNotNullOrEmpty}}" />
+                            IsVisible="{Binding Sha256FromUrl, Converter={x:Static StringConverters.IsNotNullOrEmpty}}">
+                            <MenuItem.Icon>
+                                <ui:SymbolIcon Symbol="Copy" />
+                            </MenuItem.Icon>
+                        </MenuItem>
                     </MenuFlyout>
                 </Border.ContextFlyout>
                 <Button
                     Padding="0"
                     BorderThickness="0"
                     Classes="transparent-full"
-                    Command="{Binding #Root.DataContext.OpenResultCommand}"
+                    Command="{Binding #Root.((checkpointBrowser:CivArchiveBrowserViewModel)DataContext).OpenResultCommand}"
                     CommandParameter="{Binding .}"
                     CornerRadius="8">
-                    <Grid Width="330" RowDefinitions="300, Auto">
-                        <Grid>
-                            <controls:BetterAdvancedImage
-                                CornerRadius="8"
-                                IsVisible="{Binding ImageUrl, Converter={x:Static StringConverters.IsNotNullOrEmpty}}"
-                                Source="{Binding ImageUrl}"
-                                Stretch="UniformToFill" />
-                            <Border Background="#22000000" IsVisible="{Binding ImageUrl, Converter={x:Static StringConverters.IsNullOrEmpty}}">
-                                <TextBlock
-                                    HorizontalAlignment="Center"
-                                    VerticalAlignment="Center"
-                                    Opacity="0.7"
-                                    Text="No image" />
-                            </Border>
-                            <StackPanel
-                                Margin="8"
-                                HorizontalAlignment="Left"
-                                VerticalAlignment="Top"
-                                Orientation="Horizontal"
-                                Spacing="6">
-                                <controls:Card Padding="6,2">
-                                    <TextBlock FontSize="11" Text="{Binding KindRaw}" />
-                                </controls:Card>
-                                <controls:Card Padding="6,2">
-                                    <TextBlock FontSize="11" Text="{Binding Type}" />
-                                </controls:Card>
-                                <controls:Card Padding="6,2" IsVisible="{Binding BaseModel, Converter={x:Static StringConverters.IsNotNullOrEmpty}}">
-                                    <TextBlock FontSize="11" Text="{Binding BaseModel}" />
-                                </controls:Card>
-                            </StackPanel>
-                        </Grid>
-                        <Border Grid.Row="1" Background="#99000000">
-                            <Grid Margin="10" RowDefinitions="Auto,Auto,Auto">
-                                <TextBlock
-                                    MaxWidth="280"
-                                    FontWeight="SemiBold"
-                                    Text="{Binding Name}"
-                                    TextTrimming="CharacterEllipsis"
-                                    TextWrapping="NoWrap" />
-                                <TextBlock
-                                    Grid.Row="1"
-                                    Margin="0,4,0,0"
-                                    FontSize="12"
-                                    Opacity="0.8"
-                                    Text="{Binding Username}" />
-                                <Grid
-                                    Grid.Row="2"
-                                    Margin="0,8,0,0"
-                                    ColumnDefinitions="*,Auto,Auto">
-                                    <TextBlock FontSize="12" Text="{Binding Platform}" />
-                                    <TextBlock
-                                        Grid.Column="1"
-                                        Margin="8,0,0,0"
-                                        FontSize="12"
-                                        Text="{Binding DownloadCount, Converter={StaticResource KiloFormatterConverter}}" />
+                    <LayoutTransformControl>
+                        <LayoutTransformControl.LayoutTransform>
+                            <ScaleTransform ScaleX="{Binding $parent[scroll:BetterScrollViewer].((checkpointBrowser:CivArchiveBrowserViewModel)DataContext).ResizeFactor, FallbackValue=1, TargetNullValue=1}" ScaleY="{Binding $parent[scroll:BetterScrollViewer].((checkpointBrowser:CivArchiveBrowserViewModel)DataContext).ResizeFactor, FallbackValue=1, TargetNullValue=1}" />
+                        </LayoutTransformControl.LayoutTransform>
+                        <Grid Width="330" RowDefinitions="300,Auto">
+                            <Grid ClipToBounds="True">
+                                <controls:BetterAdvancedImage
+                                    CornerRadius="8"
+                                    IsVisible="{Binding ImageUrl, Converter={x:Static StringConverters.IsNotNullOrEmpty}}"
+                                    Source="{Binding ImageUrl}"
+                                    Stretch="UniformToFill" />
+
+                                <!--  Placeholder when no image  -->
+                                <Border Background="{DynamicResource ControlAltFillColorSecondaryBrush}" IsVisible="{Binding ImageUrl, Converter={x:Static StringConverters.IsNullOrEmpty}}">
+                                    <StackPanel
+                                        HorizontalAlignment="Center"
+                                        VerticalAlignment="Center"
+                                        Opacity="0.5"
+                                        Spacing="6">
+                                        <fa:Icon
+                                            HorizontalAlignment="Center"
+                                            FontSize="36"
+                                            Value="fa-regular fa-image" />
+                                        <TextBlock HorizontalAlignment="Center" Text="No image" />
+                                    </StackPanel>
+                                </Border>
+
+                                <!--  Top-left chip stack: kind / type / base model  -->
+                                <StackPanel
+                                    Margin="8"
+                                    HorizontalAlignment="Left"
+                                    VerticalAlignment="Top"
+                                    Orientation="Horizontal"
+                                    Spacing="6">
+                                    <controls:Card
+                                        Padding="6,2"
+                                        Background="#AA000000"
+                                        BorderThickness="0">
+                                        <TextBlock
+                                            FontSize="11"
+                                            FontWeight="SemiBold"
+                                            Foreground="White"
+                                            Text="{Binding KindRaw}" />
+                                    </controls:Card>
+                                    <controls:Card
+                                        Padding="6,2"
+                                        Background="#AA000000"
+                                        BorderThickness="0"
+                                        IsVisible="{Binding Type, Converter={x:Static StringConverters.IsNotNullOrEmpty}}">
+                                        <TextBlock
+                                            FontSize="11"
+                                            Foreground="White"
+                                            Text="{Binding Type}" />
+                                    </controls:Card>
+                                    <controls:Card
+                                        Padding="6,2"
+                                        Background="#AA000000"
+                                        BorderThickness="0"
+                                        IsVisible="{Binding BaseModel, Converter={x:Static StringConverters.IsNotNullOrEmpty}}">
+                                        <TextBlock
+                                            FontSize="11"
+                                            Foreground="White"
+                                            Text="{Binding BaseModel}" />
+                                    </controls:Card>
+                                </StackPanel>
+
+                                <!--  Top-right badges (Installed / NSFW / Deleted)  -->
+                                <StackPanel
+                                    Margin="8"
+                                    HorizontalAlignment="Right"
+                                    VerticalAlignment="Top"
+                                    Orientation="Horizontal"
+                                    Spacing="6">
+                                    <controls:Card
+                                        Padding="6,2"
+                                        Background="#AA059669"
+                                        BorderThickness="0"
+                                        IsVisible="{Binding IsInstalled}"
+                                        ToolTip.Tip="Already in your library">
+                                        <StackPanel Orientation="Horizontal" Spacing="4">
+                                            <fa:Icon
+                                                FontSize="10"
+                                                Foreground="White"
+                                                Value="fa-solid fa-check" />
+                                            <TextBlock
+                                                FontSize="11"
+                                                FontWeight="SemiBold"
+                                                Foreground="White"
+                                                Text="Installed" />
+                                        </StackPanel>
+                                    </controls:Card>
+                                    <controls:Card
+                                        Padding="6,2"
+                                        Background="#AAEA580C"
+                                        BorderThickness="0"
+                                        IsVisible="{Binding IsNsfw}"
+                                        ToolTip.Tip="Not safe for work">
+                                        <TextBlock
+                                            FontSize="11"
+                                            FontWeight="SemiBold"
+                                            Foreground="White"
+                                            Text="NSFW" />
+                                    </controls:Card>
+                                    <controls:Card
+                                        Padding="6,2"
+                                        Background="#AAB91C1C"
+                                        BorderThickness="0"
+                                        IsVisible="{Binding IsDeleted}">
+                                        <StackPanel Orientation="Horizontal" Spacing="4">
+                                            <fa:Icon
+                                                FontSize="10"
+                                                Foreground="White"
+                                                Value="fa-solid fa-trash" />
+                                            <TextBlock
+                                                FontSize="11"
+                                                FontWeight="SemiBold"
+                                                Foreground="White"
+                                                Text="Deleted" />
+                                        </StackPanel>
+                                    </controls:Card>
+                                </StackPanel>
+                            </Grid>
+
+                            <!--  Bottom info panel  -->
+                            <Border Name="CardBottom" Grid.Row="1">
+                                <Grid Margin="10" RowDefinitions="Auto,Auto,Auto">
                                     <TextBlock
-                                        Grid.Column="2"
-                                        Margin="8,0,0,0"
-                                        FontSize="12"
-                                        Text="{Binding CreatedAt, StringFormat={}{0:g}}" />
+                                        MaxWidth="300"
+                                        FontWeight="SemiBold"
+                                        Foreground="White"
+                                        Text="{Binding Name}"
+                                        TextTrimming="CharacterEllipsis"
+                                        TextWrapping="NoWrap"
+                                        ToolTip.Tip="{Binding Name}" />
+
+                                    <!--  Clickable creator pill  -->
+                                    <Button
+                                        Grid.Row="1"
+                                        Margin="-6,2,0,0"
+                                        HorizontalAlignment="Left"
+                                        Classes="transparent"
+                                        Command="{Binding #Root.((checkpointBrowser:CivArchiveBrowserViewModel)DataContext).SearchByCreatorCommand}"
+                                        CommandParameter="{Binding .}"
+                                        CornerRadius="12"
+                                        IsVisible="{Binding Username, Converter={x:Static StringConverters.IsNotNullOrEmpty}}"
+                                        ToolTip.Tip="Browse creator">
+                                        <StackPanel Orientation="Horizontal" Spacing="6">
+                                            <fa:Icon
+                                                FontSize="11"
+                                                Foreground="#CCFFFFFF"
+                                                Value="fa-solid fa-user" />
+                                            <TextBlock
+                                                FontSize="12"
+                                                Foreground="#DDFFFFFF"
+                                                Text="{Binding Username}" />
+                                        </StackPanel>
+                                    </Button>
+
+                                    <Grid
+                                        Grid.Row="2"
+                                        Margin="0,6,0,0"
+                                        ColumnDefinitions="*,Auto,Auto">
+                                        <StackPanel Orientation="Horizontal" Spacing="4">
+                                            <fa:Icon
+                                                FontSize="11"
+                                                Foreground="#AAFFFFFF"
+                                                Value="fa-solid fa-server" />
+                                            <TextBlock
+                                                FontSize="12"
+                                                Foreground="#DDFFFFFF"
+                                                Text="{Binding Platform}" />
+                                        </StackPanel>
+                                        <StackPanel
+                                            Grid.Column="1"
+                                            Margin="8,0,0,0"
+                                            Orientation="Horizontal"
+                                            Spacing="4"
+                                            ToolTip.Tip="Downloads">
+                                            <fa:Icon
+                                                FontSize="11"
+                                                Foreground="#AAFFFFFF"
+                                                Value="fa-solid fa-download" />
+                                            <TextBlock
+                                                FontSize="12"
+                                                Foreground="#DDFFFFFF"
+                                                Text="{Binding DownloadCount, Converter={StaticResource KiloFormatterConverter}}" />
+                                        </StackPanel>
+                                        <StackPanel
+                                            Grid.Column="2"
+                                            Margin="8,0,0,0"
+                                            Orientation="Horizontal"
+                                            Spacing="4"
+                                            ToolTip.Tip="{Binding CreatedAt, StringFormat={}{0:F}}">
+                                            <fa:Icon
+                                                FontSize="11"
+                                                Foreground="#AAFFFFFF"
+                                                Value="fa-regular fa-calendar" />
+                                            <TextBlock
+                                                FontSize="12"
+                                                Foreground="#DDFFFFFF"
+                                                Text="{Binding CreatedAt, StringFormat={}{0:d}}" />
+                                        </StackPanel>
+                                    </Grid>
                                 </Grid>
-                            </Grid>
-                        </Border>
-                    </Grid>
+                            </Border>
+                        </Grid>
+                    </LayoutTransformControl>
                 </Button>
             </Border>
         </DataTemplate>
@@ -116,183 +342,438 @@
 
     <Grid RowDefinitions="Auto,*,Auto">
         <StackPanel Margin="8" Spacing="8">
-            <Grid ColumnDefinitions="*,Auto">
+            <!--  Search bar  -->
+            <Grid ColumnDefinitions="*,Auto,Auto">
                 <TextBox
                     x:Name="SearchTextBox"
                     KeyDown="InputElement_OnKeyDown"
                     Text="{Binding SearchQuery, Mode=TwoWay}"
-                    Watermark="Search by model name, filename, SHA256 hash, or CivArchive link" />
+                    ToolTip.Tip="Tip: prefix tokens with @ to filter by creator, # to filter by tag (e.g. dragon @sinatra #sdxl)"
+                    Watermark="Search by model name, filename, SHA256 hash, or CivArchive link — try @creator or #tag">
+                    <TextBox.InnerLeftContent>
+                        <fa:Icon
+                            Margin="10,0,4,0"
+                            FontSize="14"
+                            Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                            Value="fa-solid fa-magnifying-glass" />
+                    </TextBox.InnerLeftContent>
+                    <TextBox.InnerRightContent>
+                        <Button
+                            Margin="2"
+                            Classes="transparent-full"
+                            Command="{Binding ClearSearchQueryCommand}"
+                            IsVisible="{Binding SearchQuery.Length}"
+                            ToolTip.Tip="Clear">
+                            <ui:SymbolIcon Symbol="Cancel" />
+                        </Button>
+                    </TextBox.InnerRightContent>
+                </TextBox>
                 <Button
                     Grid.Column="1"
-                    Width="80"
+                    Width="90"
                     Margin="8,0,0,0"
                     Classes="accent"
                     Command="{Binding SearchModelsCommand}"
                     CommandParameter="{StaticResource False}"
-                    Content="Search" />
-            </Grid>
-
-            <Grid ColumnDefinitions="Auto,Auto,Auto,Auto,Auto,Auto,*" RowDefinitions="Auto,Auto,Auto,Auto">
-                <Label
-                    Grid.Row="0"
-                    Grid.Column="0"
-                    Margin="0,0,4,0"
-                    Content="Platform" />
-                <Label
-                    Grid.Row="0"
-                    Grid.Column="1"
-                    Margin="4,0,4,0"
-                    Content="{x:Static lang:Resources.Label_Sort}" />
-                <Label
-                    Grid.Row="0"
-                    Grid.Column="2"
-                    Margin="4,0,4,0"
-                    Content="{x:Static lang:Resources.Label_TimePeriod}" />
-                <Label
-                    Grid.Row="0"
-                    Grid.Column="3"
-                    Margin="4,0,4,0"
-                    Content="Kind" />
-                <Label
-                    Grid.Row="0"
-                    Grid.Column="4"
-                    Margin="4,0,4,0"
-                    Content="Rating" />
-                <Label
-                    Grid.Row="0"
-                    Grid.Column="5"
-                    Margin="4,0,0,0"
-                    Content="Status" />
-
-                <ComboBox
-                    Grid.Row="1"
-                    Grid.Column="0"
-                    MinWidth="120"
-                    Margin="0,0,4,4"
-                    ItemsSource="{Binding AllPlatforms}"
-                    SelectedItem="{Binding SelectedPlatform}" />
-                <ComboBox
-                    Grid.Row="1"
-                    Grid.Column="1"
-                    MinWidth="100"
-                    Margin="4,0,4,4"
-                    ItemsSource="{Binding AllSorts}"
-                    SelectedItem="{Binding SelectedSort}" />
-                <ComboBox
-                    Grid.Row="1"
-                    Grid.Column="2"
-                    MinWidth="80"
-                    Margin="4,0,4,4"
-                    ItemsSource="{Binding AllPeriods}"
-                    SelectedItem="{Binding SelectedPeriod}" />
-                <ComboBox
-                    Grid.Row="1"
-                    Grid.Column="3"
-                    MinWidth="80"
-                    Margin="4,0,4,4"
-                    ItemsSource="{Binding AllKinds}"
-                    SelectedItem="{Binding SelectedKind}" />
-                <ComboBox
-                    Grid.Row="1"
-                    Grid.Column="4"
-                    MinWidth="80"
-                    Margin="4,0,4,4"
-                    ItemsSource="{Binding AllRatings}"
-                    SelectedItem="{Binding SelectedRating}" />
-                <ComboBox
-                    Grid.Row="1"
-                    Grid.Column="5"
-                    MinWidth="80"
-                    Margin="4,0,0,4"
-                    ItemsSource="{Binding AllPlatformStatuses}"
-                    SelectedItem="{Binding SelectedPlatformStatus}" />
-
-                <Label
-                    Grid.Row="2"
-                    Grid.Column="0"
-                    Margin="0,4,4,0"
-                    Content="Tags" />
-                <Label
-                    Grid.Row="2"
-                    Grid.Column="1"
-                    Margin="4,4,4,0"
-                    Content="Username" />
-                <Label
-                    Grid.Row="2"
-                    Grid.Column="2"
-                    Margin="4,4,4,0"
-                    Content="{x:Static lang:Resources.Label_ModelType}" />
-                <Label
-                    Grid.Row="2"
-                    Grid.Column="3"
-                    Margin="4,4,0,0"
-                    Content="{x:Static lang:Resources.Label_BaseModel}" />
+                    IsDefault="True">
+                    <Grid>
+                        <controls:ProgressRing
+                            MinWidth="16"
+                            MinHeight="16"
+                            VerticalAlignment="Center"
+                            BorderThickness="3"
+                            IsIndeterminate="True"
+                            IsVisible="{Binding SearchModelsCommand.IsRunning}" />
+                        <TextBlock
+                            VerticalAlignment="Center"
+                            IsVisible="{Binding !SearchModelsCommand.IsRunning}"
+                            Text="Search" />
+                    </Grid>
+                </Button>
 
-                <TextBox
-                    Grid.Row="3"
-                    Grid.Column="0"
-                    MinWidth="140"
-                    Margin="0,0,4,0"
-                    Text="{Binding TagQuery, Mode=TwoWay}" />
-                <TextBox
-                    Grid.Row="3"
-                    Grid.Column="1"
-                    MinWidth="140"
-                    Margin="4,0,4,0"
-                    Text="{Binding UsernameQuery, Mode=TwoWay}" />
+                <!--  More Filters: explicit Tags + Username (alternative to inline @/# tokens)  -->
                 <Button
-                    Grid.Row="3"
                     Grid.Column="2"
-                    Margin="4,0,4,0"
-                    Content="Model types">
-                    <Button.Flyout>
-                        <Flyout>
-                            <StackPanel MaxWidth="350" Spacing="8">
-                                <Button Command="{Binding ToggleAllModelTypesCommand}" Content="Toggle all" />
-                                <ui:ItemsRepeater ItemsSource="{Binding AllModelTypes}">
-                                    <ui:ItemsRepeater.Layout>
-                                        <ui:FlowLayout
-                                            MinColumnSpacing="4"
-                                            MinRowSpacing="4"
-                                            Orientation="Horizontal" />
-                                    </ui:ItemsRepeater.Layout>
-                                    <ui:ItemsRepeater.ItemTemplate>
-                                        <DataTemplate DataType="{x:Type checkpointManager:BaseModelOptionViewModel}">
-                                            <ToggleButton Content="{Binding ModelType}" IsChecked="{Binding IsSelected}" />
-                                        </DataTemplate>
-                                    </ui:ItemsRepeater.ItemTemplate>
-                                </ui:ItemsRepeater>
-                            </StackPanel>
-                        </Flyout>
-                    </Button.Flyout>
-                </Button>
-                <Button
-                    Grid.Row="3"
-                    Grid.Column="3"
                     Margin="4,0,0,0"
-                    Content="Base models">
+                    ToolTip.Tip="Advanced filters">
+                    <Grid>
+                        <fa:Icon FontSize="13" Value="fa-solid fa-sliders" />
+                        <Ellipse
+                            Width="6"
+                            Height="6"
+                            Margin="0,-6,-6,0"
+                            HorizontalAlignment="Right"
+                            VerticalAlignment="Top"
+                            Fill="{DynamicResource SystemAccentColor}"
+                            IsVisible="{Binding HasAdvancedFilters}" />
+                    </Grid>
                     <Button.Flyout>
                         <Flyout>
-                            <StackPanel MaxWidth="350" Spacing="8">
-                                <Button Command="{Binding ToggleAllBaseModelsCommand}" Content="Toggle all" />
-                                <ui:ItemsRepeater ItemsSource="{Binding AllBaseModels}">
-                                    <ui:ItemsRepeater.Layout>
-                                        <ui:FlowLayout
-                                            MinColumnSpacing="4"
-                                            MinRowSpacing="4"
-                                            Orientation="Horizontal" />
-                                    </ui:ItemsRepeater.Layout>
-                                    <ui:ItemsRepeater.ItemTemplate>
-                                        <DataTemplate DataType="{x:Type checkpointManager:BaseModelOptionViewModel}">
-                                            <ToggleButton Content="{Binding ModelType}" IsChecked="{Binding IsSelected}" />
-                                        </DataTemplate>
-                                    </ui:ItemsRepeater.ItemTemplate>
-                                </ui:ItemsRepeater>
+                            <StackPanel MinWidth="280" Spacing="8">
+                                <TextBlock
+                                    FontSize="13"
+                                    FontWeight="SemiBold"
+                                    Text="Advanced filters" />
+                                <TextBlock
+                                    FontSize="11"
+                                    Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                    Text="Or use @creator and #tag inline in the search box."
+                                    TextWrapping="Wrap" />
+
+                                <TextBlock
+                                    Margin="0,4,0,0"
+                                    FontSize="11"
+                                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                    Text="Tags" />
+                                <TextBox Text="{Binding TagQuery, Mode=TwoWay}" Watermark="comma,separated,tags">
+                                    <TextBox.InnerLeftContent>
+                                        <fa:Icon
+                                            Margin="10,0,4,0"
+                                            FontSize="13"
+                                            Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                            Value="fa-solid fa-tag" />
+                                    </TextBox.InnerLeftContent>
+                                </TextBox>
+
+                                <TextBlock
+                                    Margin="0,4,0,0"
+                                    FontSize="11"
+                                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                    Text="Username" />
+                                <TextBox Text="{Binding UsernameQuery, Mode=TwoWay}" Watermark="creator name">
+                                    <TextBox.InnerLeftContent>
+                                        <fa:Icon
+                                            Margin="10,0,4,0"
+                                            FontSize="13"
+                                            Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                            Value="fa-solid fa-user" />
+                                    </TextBox.InnerLeftContent>
+                                </TextBox>
                             </StackPanel>
                         </Flyout>
                     </Button.Flyout>
                 </Button>
             </Grid>
+
+            <!--  Result count  -->
+            <TextBlock
+                Margin="2,-2,0,0"
+                FontSize="11"
+                Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                IsVisible="{Binding HasResultCount}">
+                <Run Text="Showing" />
+                <Run Text="{Binding Results.Count, Mode=OneWay}" />
+                <Run Text="of" />
+                <Run Text="{Binding TotalHits, Mode=OneWay}" />
+                <Run Text="results" />
+            </TextBlock>
+
+            <!--  Unified filter row — wraps on narrow widths  -->
+            <WrapPanel Orientation="Horizontal">
+                <!--  Platform  -->
+                <StackPanel Margin="0,0,8,4" Spacing="2">
+                    <TextBlock
+                        Margin="2,0,0,0"
+                        FontSize="11"
+                        Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                        Text="Platform" />
+                    <ComboBox
+                        MinWidth="120"
+                        ItemsSource="{Binding AllPlatforms}"
+                        SelectedItem="{Binding SelectedPlatform}" />
+                </StackPanel>
+
+                <!--  Sort  -->
+                <StackPanel Margin="0,0,8,4" Spacing="2">
+                    <TextBlock
+                        Margin="2,0,0,0"
+                        FontSize="11"
+                        Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                        Text="{x:Static lang:Resources.Label_Sort}" />
+                    <ComboBox
+                        MinWidth="100"
+                        ItemsSource="{Binding AllSorts}"
+                        SelectedItem="{Binding SelectedSort}" />
+                </StackPanel>
+
+                <!--  Period  -->
+                <StackPanel Margin="0,0,8,4" Spacing="2">
+                    <TextBlock
+                        Margin="2,0,0,0"
+                        FontSize="11"
+                        Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                        Text="{x:Static lang:Resources.Label_TimePeriod}" />
+                    <ComboBox
+                        MinWidth="90"
+                        ItemsSource="{Binding AllPeriods}"
+                        SelectedItem="{Binding SelectedPeriod}" />
+                </StackPanel>
+
+                <!--  Kind  -->
+                <StackPanel Margin="0,0,8,4" Spacing="2">
+                    <TextBlock
+                        Margin="2,0,0,0"
+                        FontSize="11"
+                        Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                        Text="Kind" />
+                    <ComboBox
+                        MinWidth="90"
+                        ItemsSource="{Binding AllKinds}"
+                        SelectedItem="{Binding SelectedKind}" />
+                </StackPanel>
+
+                <!--  Rating segmented  -->
+                <StackPanel Margin="0,0,8,4" Spacing="2">
+                    <TextBlock
+                        Margin="2,0,0,0"
+                        FontSize="11"
+                        Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                        Text="Rating" />
+                    <StackPanel Orientation="Horizontal" Spacing="6">
+                        <fa:Icon
+                            VerticalAlignment="Center"
+                            FontSize="12"
+                            Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                            Value="fa-solid fa-shield-halved" />
+                        <ListBox
+                            Classes="Segmented"
+                            ItemsSource="{Binding AllRatings}"
+                            SelectedItem="{Binding SelectedRating}" />
+                    </StackPanel>
+                </StackPanel>
+
+                <!--  Status segmented  -->
+                <StackPanel Margin="0,0,8,4" Spacing="2">
+                    <TextBlock
+                        Margin="2,0,0,0"
+                        FontSize="11"
+                        Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                        Text="Status" />
+                    <StackPanel Orientation="Horizontal" Spacing="6">
+                        <fa:Icon
+                            VerticalAlignment="Center"
+                            FontSize="12"
+                            Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                            Value="fa-solid fa-circle-check" />
+                        <ListBox
+                            Classes="Segmented"
+                            ItemsSource="{Binding AllPlatformStatuses}"
+                            SelectedItem="{Binding SelectedPlatformStatus}" />
+                    </StackPanel>
+                </StackPanel>
+
+                <!--  Model Type multi-select  -->
+                <StackPanel Margin="0,0,8,4" Spacing="2">
+                    <TextBlock
+                        Margin="2,0,0,0"
+                        FontSize="11"
+                        Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                        Text="{x:Static lang:Resources.Label_ModelType}" />
+                    <Button MinWidth="130">
+                        <Grid HorizontalAlignment="Stretch" ColumnDefinitions="*,Auto">
+                            <StackPanel Orientation="Horizontal" Spacing="6">
+                                <fa:Icon FontSize="12" Value="fa-solid fa-cube" />
+                                <TextBlock VerticalAlignment="Center" Text="{x:Static lang:Resources.Label_ModelType}" />
+                            </StackPanel>
+                            <ui:SymbolIcon
+                                Grid.Column="1"
+                                Margin="6,0,0,0"
+                                VerticalAlignment="Center"
+                                FontSize="12"
+                                Foreground="{DynamicResource TextFillColorSecondary}"
+                                Symbol="ChevronDown" />
+                        </Grid>
+                        <Button.Flyout>
+                            <Flyout>
+                                <StackPanel MaxWidth="380" Spacing="8">
+                                    <TextBox Text="{Binding ModelTypeFilter, Mode=TwoWay}" Watermark="Filter…">
+                                        <TextBox.InnerLeftContent>
+                                            <fa:Icon
+                                                Margin="10,0,4,0"
+                                                FontSize="12"
+                                                Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                                Value="fa-solid fa-magnifying-glass" />
+                                        </TextBox.InnerLeftContent>
+                                    </TextBox>
+                                    <Grid ColumnDefinitions="*,Auto">
+                                        <TextBlock
+                                            VerticalAlignment="Center"
+                                            FontSize="11"
+                                            Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                            Text="{Binding ModelTypeSelectionSummary}" />
+                                        <Button
+                                            Grid.Column="1"
+                                            Classes="transparent"
+                                            Command="{Binding ToggleAllModelTypesCommand}"
+                                            Content="Toggle all" />
+                                    </Grid>
+                                    <ScrollViewer MaxHeight="400" VerticalScrollBarVisibility="Auto">
+                                        <ui:ItemsRepeater ItemsSource="{Binding FilteredModelTypes}">
+                                            <ui:ItemsRepeater.Layout>
+                                                <ui:FlowLayout
+                                                    MinColumnSpacing="4"
+                                                    MinRowSpacing="4"
+                                                    Orientation="Horizontal" />
+                                            </ui:ItemsRepeater.Layout>
+                                            <ui:ItemsRepeater.ItemTemplate>
+                                                <DataTemplate DataType="{x:Type checkpointManager:BaseModelOptionViewModel}">
+                                                    <ToggleButton Content="{Binding ModelType}" IsChecked="{Binding IsSelected}" />
+                                                </DataTemplate>
+                                            </ui:ItemsRepeater.ItemTemplate>
+                                        </ui:ItemsRepeater>
+                                    </ScrollViewer>
+                                </StackPanel>
+                            </Flyout>
+                        </Button.Flyout>
+                    </Button>
+                </StackPanel>
+
+                <!--  Base Model multi-select  -->
+                <StackPanel Margin="0,0,8,4" Spacing="2">
+                    <TextBlock
+                        Margin="2,0,0,0"
+                        FontSize="11"
+                        Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                        Text="{x:Static lang:Resources.Label_BaseModel}" />
+                    <Button MinWidth="130">
+                        <Grid HorizontalAlignment="Stretch" ColumnDefinitions="*,Auto">
+                            <StackPanel Orientation="Horizontal" Spacing="6">
+                                <fa:Icon FontSize="12" Value="fa-solid fa-layer-group" />
+                                <TextBlock VerticalAlignment="Center" Text="{x:Static lang:Resources.Label_BaseModel}" />
+                            </StackPanel>
+                            <ui:SymbolIcon
+                                Grid.Column="1"
+                                Margin="6,0,0,0"
+                                VerticalAlignment="Center"
+                                FontSize="12"
+                                Foreground="{DynamicResource TextFillColorSecondary}"
+                                Symbol="ChevronDown" />
+                        </Grid>
+                        <Button.Flyout>
+                            <Flyout>
+                                <StackPanel MaxWidth="380" Spacing="8">
+                                    <TextBox Text="{Binding BaseModelFilter, Mode=TwoWay}" Watermark="Filter…">
+                                        <TextBox.InnerLeftContent>
+                                            <fa:Icon
+                                                Margin="10,0,4,0"
+                                                FontSize="12"
+                                                Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                                Value="fa-solid fa-magnifying-glass" />
+                                        </TextBox.InnerLeftContent>
+                                    </TextBox>
+                                    <Grid ColumnDefinitions="*,Auto">
+                                        <TextBlock
+                                            VerticalAlignment="Center"
+                                            FontSize="11"
+                                            Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                            Text="{Binding BaseModelSelectionSummary}" />
+                                        <Button
+                                            Grid.Column="1"
+                                            Classes="transparent"
+                                            Command="{Binding ToggleAllBaseModelsCommand}"
+                                            Content="Toggle all" />
+                                    </Grid>
+                                    <ScrollViewer MaxHeight="400" VerticalScrollBarVisibility="Auto">
+                                        <ui:ItemsRepeater ItemsSource="{Binding FilteredBaseModels}">
+                                            <ui:ItemsRepeater.Layout>
+                                                <ui:FlowLayout
+                                                    MinColumnSpacing="4"
+                                                    MinRowSpacing="4"
+                                                    Orientation="Horizontal" />
+                                            </ui:ItemsRepeater.Layout>
+                                            <ui:ItemsRepeater.ItemTemplate>
+                                                <DataTemplate DataType="{x:Type checkpointManager:BaseModelOptionViewModel}">
+                                                    <ToggleButton Content="{Binding ModelType}" IsChecked="{Binding IsSelected}" />
+                                                </DataTemplate>
+                                            </ui:ItemsRepeater.ItemTemplate>
+                                        </ui:ItemsRepeater>
+                                    </ScrollViewer>
+                                </StackPanel>
+                            </Flyout>
+                        </Button.Flyout>
+                    </Button>
+                </StackPanel>
+
+                <!--  Zoom (wrapped to match labeled-unit baseline)  -->
+                <StackPanel Margin="0,0,4,4" Spacing="2">
+                    <!--  Spacer label keeps the button baseline aligned with the labeled units to the left  -->
+                    <TextBlock
+                        Margin="2,0,0,0"
+                        FontSize="11"
+                        Opacity="0"
+                        Text="." />
+                    <Button ToolTip.Tip="Card size">
+                        <StackPanel Orientation="Horizontal" Spacing="6">
+                            <fa:Icon
+                                VerticalAlignment="Center"
+                                FontSize="12"
+                                Value="fa-solid fa-magnifying-glass" />
+                            <TextBlock VerticalAlignment="Center" Text="Zoom" />
+                        </StackPanel>
+                        <Button.Flyout>
+                            <Flyout>
+                                <StackPanel Orientation="Vertical">
+                                    <TextBlock
+                                        HorizontalAlignment="Center"
+                                        VerticalAlignment="Center"
+                                        Text="Zoom" />
+                                    <Slider
+                                        MinWidth="150"
+                                        Maximum="1.5"
+                                        Minimum="0.6"
+                                        SmallChange="0.05"
+                                        Value="{Binding ResizeFactor, Mode=TwoWay}" />
+                                    <TextBlock
+                                        Margin="0,-4,0,0"
+                                        HorizontalAlignment="Center"
+                                        VerticalAlignment="Center"
+                                        Text="{Binding ResizeFactor, StringFormat={}{0:F2}x}" />
+                                </StackPanel>
+                            </Flyout>
+                        </Button.Flyout>
+                    </Button>
+                </StackPanel>
+
+                <!--  Hide Installed (wrapped to match labeled-unit baseline)  -->
+                <StackPanel Margin="0,0,4,4" Spacing="2">
+                    <TextBlock
+                        Margin="2,0,0,0"
+                        FontSize="11"
+                        Opacity="0"
+                        Text="." />
+                    <ToggleButton IsChecked="{Binding HideInstalledModels, Mode=TwoWay}" ToolTip.Tip="Hide models already in your library">
+                        <StackPanel Orientation="Horizontal" Spacing="6">
+                            <fa:Icon
+                                VerticalAlignment="Center"
+                                FontSize="12"
+                                Value="fa-solid fa-database" />
+                            <TextBlock VerticalAlignment="Center" Text="Hide Installed" />
+                        </StackPanel>
+                    </ToggleButton>
+                </StackPanel>
+
+                <!--  Reset filters  -->
+                <StackPanel Margin="0,0,0,4" Spacing="2">
+                    <TextBlock
+                        Margin="2,0,0,0"
+                        FontSize="11"
+                        Opacity="0"
+                        Text="." />
+                    <Button
+                        Classes="transparent"
+                        Command="{Binding ResetFiltersCommand}"
+                        ToolTip.Tip="Reset all filters to defaults">
+                        <StackPanel Orientation="Horizontal" Spacing="6">
+                            <fa:Icon
+                                VerticalAlignment="Center"
+                                FontSize="12"
+                                Value="fa-solid fa-rotate-left" />
+                            <TextBlock VerticalAlignment="Center" Text="Reset" />
+                        </StackPanel>
+                    </Button>
+                </StackPanel>
+            </WrapPanel>
+
         </StackPanel>
 
         <scroll:BetterScrollViewer
@@ -303,6 +784,13 @@
                 HorizontalAlignment="Center"
                 ItemTemplate="{StaticResource CivArchiveCardTemplate}"
                 ItemsSource="{Binding Results}">
+                <Interaction.Behaviors>
+                    <behaviors:ResizeBehavior
+                        MaxResizeFactor="1.5"
+                        MinResizeFactor="0.6"
+                        PointerWheelTargetObject="{Binding #ImageScrollViewer}"
+                        ResizeFactor="{Binding ResizeFactor}" />
+                </Interaction.Behaviors>
                 <ItemsRepeater.Layout>
                     <UniformGridLayout
                         MinColumnSpacing="8"
@@ -312,13 +800,26 @@
             </ItemsRepeater>
         </scroll:BetterScrollViewer>
 
-        <TextBlock
-            Grid.RowSpan="3"
+        <!--  Empty state  -->
+        <StackPanel
+            Grid.Row="1"
             HorizontalAlignment="Center"
             VerticalAlignment="Center"
-            FontSize="20"
             IsVisible="{Binding NoResultsFound}"
-            Text="{Binding NoResultsText}" />
+            Spacing="12">
+            <fa:Icon
+                HorizontalAlignment="Center"
+                FontSize="48"
+                Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                Value="fa-solid fa-magnifying-glass" />
+            <TextBlock
+                HorizontalAlignment="Center"
+                FontSize="20"
+                Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                Text="{Binding NoResultsText}"
+                TextAlignment="Center"
+                TextWrapping="Wrap" />
+        </StackPanel>
 
         <controls:ProgressRing
             Grid.Row="1"
@@ -328,5 +829,13 @@
             VerticalAlignment="Center"
             IsIndeterminate="True"
             IsVisible="{Binding IsLoading}" />
+
+        <TextBlock
+            Grid.Row="2"
+            Margin="0,4,0,8"
+            Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+            IsVisible="{Binding IsEndOfResults}"
+            Text="End of results"
+            TextAlignment="Center" />
     </Grid>
 </controls:UserControlBase>
diff --git a/StabilityMatrix.Avalonia/Views/CivArchiveDetailsPage.axaml b/StabilityMatrix.Avalonia/Views/CivArchiveDetailsPage.axaml
index 7d755ec9a..d4a87d661 100644
--- a/StabilityMatrix.Avalonia/Views/CivArchiveDetailsPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/CivArchiveDetailsPage.axaml
@@ -8,14 +8,46 @@
     xmlns:civArchive="clr-namespace:StabilityMatrix.Core.Models.Api.CivArchive;assembly=StabilityMatrix.Core"
     xmlns:controls="clr-namespace:StabilityMatrix.Avalonia.Controls"
     xmlns:converters="clr-namespace:StabilityMatrix.Avalonia.Converters"
+    xmlns:inference="clr-namespace:StabilityMatrix.Avalonia.Models.Inference"
     xmlns:input="clr-namespace:FluentAvalonia.UI.Input;assembly=FluentAvalonia"
+    xmlns:lang="clr-namespace:StabilityMatrix.Avalonia.Languages"
     xmlns:scroll="clr-namespace:StabilityMatrix.Avalonia.Controls.Scroll"
     xmlns:ui="using:FluentAvalonia.UI.Controls"
     x:Name="Root"
     x:CompileBindings="True"
     x:DataType="checkpointBrowser:CivArchiveDetailsPageViewModel">
+
+    <controls:UserControlBase.Styles>
+        <!--  Image hover (lift + cursor)  -->
+        <Style Selector="controls|BetterAdvancedImage.GalleryImage">
+            <Setter Property="Transitions">
+                <Transitions>
+                    <TransformOperationsTransition Property="RenderTransform" Duration="0:0:0.18" />
+                </Transitions>
+            </Setter>
+            <Setter Property="RenderTransform" Value="scale(1, 1)" />
+        </Style>
+        <Style Selector="controls|BetterAdvancedImage.GalleryImage:pointerover">
+            <Setter Property="RenderTransform" Value="scale(1.02, 1.02)" />
+        </Style>
+
+        <!--  File row separator effect via hover bg  -->
+        <Style Selector="Border.FileRow">
+            <Setter Property="Transitions">
+                <Transitions>
+                    <BrushTransition Property="Background" Duration="0:0:0.12" />
+                </Transitions>
+            </Setter>
+            <Setter Property="Background" Value="Transparent" />
+        </Style>
+        <Style Selector="Border.FileRow:pointerover">
+            <Setter Property="Background" Value="{DynamicResource ControlAltFillColorTertiaryBrush}" />
+        </Style>
+    </controls:UserControlBase.Styles>
+
     <controls:UserControlBase.Resources>
         <converters:KiloFormatterStringConverter x:Key="KiloFormatterConverter" />
+        <converters:ObjectEqualsConverter x:Key="ObjectEqualsConverter" />
         <input:StandardUICommand x:Key="ShowImageDialogCommand" Command="{Binding ShowImageDialogCommand}" />
     </controls:UserControlBase.Resources>
 
@@ -45,13 +77,56 @@
                     VerticalAlignment="Center"
                     FontSize="24"
                     Text="{Binding Model.Name}"
-                    TextTrimming="CharacterEllipsis" />
+                    TextTrimming="CharacterEllipsis"
+                    ToolTip.Tip="{Binding Model.Name}" />
 
-                <avalonia:Icon
-                    Margin="16,0,0,0"
+                <!--  Type chip  -->
+                <controls:Card
+                    Margin="8,0,0,0"
+                    Padding="8,2"
+                    VerticalAlignment="Center"
+                    IsVisible="{Binding Model.Type, Converter={x:Static StringConverters.IsNotNullOrEmpty}}">
+                    <TextBlock
+                        FontSize="12"
+                        FontWeight="SemiBold"
+                        Text="{Binding Model.Type}" />
+                </controls:Card>
+
+                <!--  NSFW badge  -->
+                <controls:Card
+                    Padding="8,2"
+                    VerticalAlignment="Center"
+                    Background="#AAB91C1C"
+                    BorderThickness="0"
+                    IsVisible="{Binding Model.IsNsfw}">
+                    <TextBlock
+                        FontSize="12"
+                        FontWeight="SemiBold"
+                        Foreground="White"
+                        Text="NSFW" />
+                </controls:Card>
+
+                <!--  Installed badge  -->
+                <controls:Card
+                    Padding="8,2"
                     VerticalAlignment="Center"
-                    Value="fa-solid fa-download" />
-                <TextBlock VerticalAlignment="Center" Text="{Binding Model.DownloadCount, Converter={StaticResource KiloFormatterConverter}}" />
+                    Background="#AA059669"
+                    BorderThickness="0"
+                    IsVisible="{Binding IsInstalled}"
+                    ToolTip.Tip="{Binding InstalledLocation, FallbackValue='Already in your library'}">
+                    <StackPanel Orientation="Horizontal" Spacing="6">
+                        <avalonia:Icon
+                            VerticalAlignment="Center"
+                            FontSize="11"
+                            Foreground="White"
+                            Value="fa-solid fa-check" />
+                        <TextBlock
+                            FontSize="12"
+                            FontWeight="SemiBold"
+                            Foreground="White"
+                            Text="Installed" />
+                    </StackPanel>
+                </controls:Card>
             </StackPanel>
 
             <StackPanel
@@ -60,19 +135,64 @@
                 VerticalAlignment="Center"
                 Orientation="Horizontal"
                 Spacing="8">
+                <StackPanel
+                    Margin="0,0,8,0"
+                    VerticalAlignment="Center"
+                    Orientation="Horizontal"
+                    Spacing="6"
+                    ToolTip.Tip="Downloads">
+                    <avalonia:Icon
+                        VerticalAlignment="Center"
+                        FontSize="13"
+                        Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                        Value="fa-solid fa-download" />
+                    <TextBlock
+                        VerticalAlignment="Center"
+                        Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                        Text="{Binding Model.DownloadCount, Converter={StaticResource KiloFormatterConverter}}" />
+                </StackPanel>
                 <Button
-                    Classes="accent"
+                    Classes.accent="{Binding !IsInstalled}"
                     Command="{Binding DownloadModelCommand}"
-                    IsVisible="{Binding HasDownloadUrl}">
+                    IsVisible="{Binding HasDownloadUrl}"
+                    ToolTip.Tip="Download primary file to default location">
                     <StackPanel Orientation="Horizontal" Spacing="8">
                         <avalonia:Icon
                             VerticalAlignment="Center"
                             FontSize="12"
                             Value="fa-solid fa-download" />
-                        <TextBlock VerticalAlignment="Center" Text="Download" />
+                        <TextBlock
+                            VerticalAlignment="Center"
+                            IsVisible="{Binding !IsInstalled}"
+                            Text="Download" />
+                        <TextBlock
+                            VerticalAlignment="Center"
+                            IsVisible="{Binding IsInstalled}"
+                            Text="Download again" />
+                    </StackPanel>
+                </Button>
+                <Button Command="{Binding OpenOnCivArchiveCommand}">
+                    <StackPanel Orientation="Horizontal" Spacing="8">
+                        <avalonia:Icon
+                            VerticalAlignment="Center"
+                            FontSize="12"
+                            Value="fa-solid fa-up-right-from-square" />
+                        <TextBlock VerticalAlignment="Center" Text="Open on CivArchive" />
+                    </StackPanel>
+                </Button>
+                <Button
+                    Classes="danger"
+                    Command="{Binding DeleteModelCommand}"
+                    IsVisible="{Binding IsInstalled}"
+                    ToolTip.Tip="Delete the locally installed copy of this model">
+                    <StackPanel Orientation="Horizontal" Spacing="8">
+                        <avalonia:Icon
+                            VerticalAlignment="Center"
+                            FontSize="12"
+                            Value="fa-solid fa-trash" />
+                        <TextBlock VerticalAlignment="Center" Text="Delete" />
                     </StackPanel>
                 </Button>
-                <Button Command="{Binding OpenOnCivArchiveCommand}" Content="Open on CivArchive" />
             </StackPanel>
         </Grid>
 
@@ -82,16 +202,26 @@
             Margin="0,8,0,0"
             ItemsSource="{Binding Model.Tags}">
             <ItemsRepeater.Layout>
-                <StackLayout Orientation="Horizontal" Spacing="4" />
+                <WrapLayout
+                    HorizontalSpacing="4"
+                    Orientation="Horizontal"
+                    VerticalSpacing="4" />
             </ItemsRepeater.Layout>
             <ItemsRepeater.ItemTemplate>
                 <DataTemplate>
                     <controls:Card Padding="8,2">
-                        <TextBlock
-                            FontSize="13"
-                            FontWeight="Light"
-                            Text="{Binding}"
-                            TextAlignment="Center" />
+                        <StackPanel Orientation="Horizontal" Spacing="4">
+                            <avalonia:Icon
+                                VerticalAlignment="Center"
+                                FontSize="10"
+                                Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                Value="fa-solid fa-tag" />
+                            <TextBlock
+                                FontSize="12"
+                                FontWeight="Light"
+                                Text="{Binding}"
+                                TextAlignment="Center" />
+                        </StackPanel>
                     </controls:Card>
                 </DataTemplate>
             </ItemsRepeater.ItemTemplate>
@@ -104,20 +234,48 @@
             HorizontalScrollBarVisibility="Auto"
             IsVisible="{Binding Model.Versions.Count}"
             VerticalScrollBarVisibility="Disabled">
-            <ItemsRepeater ItemsSource="{Binding Model.Versions}">
-                <ItemsRepeater.Layout>
-                    <StackLayout Orientation="Horizontal" Spacing="4" />
-                </ItemsRepeater.Layout>
-                <ItemsRepeater.ItemTemplate>
-                    <DataTemplate DataType="{x:Type civArchive:CivArchiveVersionReference}">
-                        <Button
-                            Padding="12,6"
-                            Command="{Binding #Root.DataContext.SelectVersionCommand}"
-                            CommandParameter="{Binding .}"
-                            Content="{Binding Name}" />
-                    </DataTemplate>
-                </ItemsRepeater.ItemTemplate>
-            </ItemsRepeater>
+            <!--  Bottom padding so the horizontal scrollbar doesn't overlap the pills.  -->
+            <StackPanel
+                Margin="0,0,0,12"
+                Orientation="Horizontal"
+                Spacing="6">
+                <avalonia:Icon
+                    Margin="0,0,4,0"
+                    VerticalAlignment="Center"
+                    FontSize="12"
+                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                    Value="fa-solid fa-code-branch" />
+                <ItemsRepeater ItemsSource="{Binding Model.Versions}">
+                    <ItemsRepeater.Layout>
+                        <StackLayout Orientation="Horizontal" Spacing="4" />
+                    </ItemsRepeater.Layout>
+                    <ItemsRepeater.ItemTemplate>
+                        <DataTemplate DataType="{x:Type civArchive:CivArchiveVersionReference}">
+                            <Grid>
+                                <Button
+                                    Padding="12,6"
+                                    Command="{Binding #Root.((checkpointBrowser:CivArchiveDetailsPageViewModel)DataContext).SelectVersionCommand}"
+                                    CommandParameter="{Binding .}"
+                                    Content="{Binding Name}"
+                                    CornerRadius="14" />
+                                <!--  Selection indicator: accent ring around the currently-loaded version  -->
+                                <Border
+                                    BorderBrush="{DynamicResource SystemAccentColor}"
+                                    BorderThickness="2"
+                                    CornerRadius="14"
+                                    IsHitTestVisible="False">
+                                    <Border.IsVisible>
+                                        <MultiBinding Converter="{StaticResource ObjectEqualsConverter}">
+                                            <Binding Path="Id" />
+                                            <Binding ElementName="Root" Path="DataContext.Model.Version.Id" />
+                                        </MultiBinding>
+                                    </Border.IsVisible>
+                                </Border>
+                            </Grid>
+                        </DataTemplate>
+                    </ItemsRepeater.ItemTemplate>
+                </ItemsRepeater>
+            </StackPanel>
         </scroll:BetterScrollViewer>
 
         <!--  Row 3: Main content area (2 columns)  -->
@@ -148,6 +306,7 @@
                         <ItemsRepeater.ItemTemplate>
                             <DataTemplate DataType="{x:Type civArchive:CivArchiveModelImage}">
                                 <controls:BetterAdvancedImage
+                                    Classes="GalleryImage"
                                     CornerRadius="8"
                                     Cursor="Hand"
                                     Source="{Binding Url}"
@@ -195,21 +354,38 @@
                     <!--  Details card  -->
                     <controls:Card MinWidth="200" Padding="12">
                         <StackPanel Spacing="8">
-                            <TextBlock
-                                FontSize="20"
-                                FontWeight="Light"
-                                Text="Details" />
-                            <Separator Margin="0" />
-                            <avalonia1:SpacedGrid ColumnDefinitions="*,*" RowDefinitions="*,Auto,*,Auto,*,Auto,*,Auto,*">
+                            <StackPanel Orientation="Horizontal" Spacing="8">
+                                <avalonia:Icon
+                                    VerticalAlignment="Center"
+                                    FontSize="16"
+                                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                    Value="fa-solid fa-circle-info" />
                                 <TextBlock
+                                    FontSize="20"
+                                    FontWeight="Light"
+                                    Text="Details" />
+                            </StackPanel>
+                            <Separator Margin="0" />
+                            <avalonia1:SpacedGrid ColumnDefinitions="Auto,*" RowDefinitions="*,Auto,*,Auto,*,Auto,*,Auto,*,Auto,*,Auto,*">
+                                <StackPanel
                                     Grid.Row="0"
                                     Grid.Column="0"
-                                    Text="Author" />
+                                    Orientation="Horizontal"
+                                    Spacing="6">
+                                    <avalonia:Icon
+                                        VerticalAlignment="Center"
+                                        FontSize="11"
+                                        Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                        Value="fa-solid fa-user" />
+                                    <TextBlock Text="Author" />
+                                </StackPanel>
                                 <TextBlock
                                     Grid.Row="0"
                                     Grid.Column="1"
                                     Foreground="{DynamicResource AccentButtonBackground}"
-                                    Text="{Binding Model.CreatorUsername}" />
+                                    Text="{Binding Model.CreatorUsername}"
+                                    TextAlignment="Right"
+                                    TextTrimming="CharacterEllipsis" />
 
                                 <Separator
                                     Grid.Row="1"
@@ -217,14 +393,23 @@
                                     Grid.ColumnSpan="2"
                                     Margin="0,4" />
 
-                                <TextBlock
+                                <StackPanel
                                     Grid.Row="2"
                                     Grid.Column="0"
-                                    Text="Platform" />
+                                    Orientation="Horizontal"
+                                    Spacing="6">
+                                    <avalonia:Icon
+                                        VerticalAlignment="Center"
+                                        FontSize="11"
+                                        Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                        Value="fa-solid fa-server" />
+                                    <TextBlock Text="Platform" />
+                                </StackPanel>
                                 <TextBlock
                                     Grid.Row="2"
                                     Grid.Column="1"
-                                    Text="{Binding Model.PlatformName}" />
+                                    Text="{Binding Model.PlatformName}"
+                                    TextAlignment="Right" />
 
                                 <Separator
                                     Grid.Row="3"
@@ -232,14 +417,23 @@
                                     Grid.ColumnSpan="2"
                                     Margin="0,4" />
 
-                                <TextBlock
+                                <StackPanel
                                     Grid.Row="4"
                                     Grid.Column="0"
-                                    Text="Type" />
+                                    Orientation="Horizontal"
+                                    Spacing="6">
+                                    <avalonia:Icon
+                                        VerticalAlignment="Center"
+                                        FontSize="11"
+                                        Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                        Value="fa-solid fa-cube" />
+                                    <TextBlock Text="Type" />
+                                </StackPanel>
                                 <TextBlock
                                     Grid.Row="4"
                                     Grid.Column="1"
-                                    Text="{Binding Model.Type}" />
+                                    Text="{Binding Model.Type}"
+                                    TextAlignment="Right" />
 
                                 <Separator
                                     Grid.Row="5"
@@ -247,14 +441,23 @@
                                     Grid.ColumnSpan="2"
                                     Margin="0,4" />
 
-                                <TextBlock
+                                <StackPanel
                                     Grid.Row="6"
                                     Grid.Column="0"
-                                    Text="Base Model" />
+                                    Orientation="Horizontal"
+                                    Spacing="6">
+                                    <avalonia:Icon
+                                        VerticalAlignment="Center"
+                                        FontSize="11"
+                                        Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                        Value="fa-solid fa-layer-group" />
+                                    <TextBlock Text="Base Model" />
+                                </StackPanel>
                                 <TextBlock
                                     Grid.Row="6"
                                     Grid.Column="1"
-                                    Text="{Binding Model.Version.BaseModel}" />
+                                    Text="{Binding Model.Version.BaseModel}"
+                                    TextAlignment="Right" />
 
                                 <Separator
                                     Grid.Row="7"
@@ -262,14 +465,84 @@
                                     Grid.ColumnSpan="2"
                                     Margin="0,4" />
 
-                                <TextBlock
+                                <StackPanel
                                     Grid.Row="8"
                                     Grid.Column="0"
-                                    Text="Downloads" />
+                                    Orientation="Horizontal"
+                                    Spacing="6">
+                                    <avalonia:Icon
+                                        VerticalAlignment="Center"
+                                        FontSize="11"
+                                        Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                        Value="fa-solid fa-download" />
+                                    <TextBlock Text="Downloads" />
+                                </StackPanel>
                                 <TextBlock
                                     Grid.Row="8"
                                     Grid.Column="1"
-                                    Text="{Binding Model.DownloadCount, Converter={StaticResource KiloFormatterConverter}}" />
+                                    Text="{Binding Model.DownloadCount, Converter={StaticResource KiloFormatterConverter}}"
+                                    TextAlignment="Right" />
+
+                                <Separator
+                                    Grid.Row="9"
+                                    Grid.Column="0"
+                                    Grid.ColumnSpan="2"
+                                    Margin="0,4" />
+
+                                <StackPanel
+                                    Grid.Row="10"
+                                    Grid.Column="0"
+                                    Orientation="Horizontal"
+                                    Spacing="6">
+                                    <avalonia:Icon
+                                        VerticalAlignment="Center"
+                                        FontSize="11"
+                                        Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                        Value="fa-solid fa-heart" />
+                                    <TextBlock Text="Favorites" />
+                                </StackPanel>
+                                <TextBlock
+                                    Grid.Row="10"
+                                    Grid.Column="1"
+                                    Text="{Binding Model.FavoriteCount, Converter={StaticResource KiloFormatterConverter}}"
+                                    TextAlignment="Right" />
+
+                                <Separator
+                                    Grid.Row="11"
+                                    Grid.Column="0"
+                                    Grid.ColumnSpan="2"
+                                    Margin="0,4" />
+
+                                <StackPanel
+                                    Grid.Row="12"
+                                    Grid.Column="0"
+                                    Orientation="Horizontal"
+                                    Spacing="6">
+                                    <avalonia:Icon
+                                        VerticalAlignment="Center"
+                                        FontSize="11"
+                                        Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                        Value="fa-solid fa-star" />
+                                    <TextBlock Text="Rating" />
+                                </StackPanel>
+                                <StackPanel
+                                    Grid.Row="12"
+                                    Grid.Column="1"
+                                    HorizontalAlignment="Right"
+                                    Orientation="Horizontal"
+                                    Spacing="6"
+                                    ToolTip.Tip="{Binding Model.RatingCount, StringFormat='{}{0:N0} ratings'}">
+                                    <controls:StarsRating
+                                        VerticalAlignment="Center"
+                                        FontSize="14"
+                                        Foreground="{DynamicResource ThemeEldenRingOrangeColor}"
+                                        Value="{Binding Model.Rating}" />
+                                    <TextBlock
+                                        VerticalAlignment="Center"
+                                        FontSize="11"
+                                        Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                        Text="{Binding Model.RatingCount, Converter={StaticResource KiloFormatterConverter}}" />
+                                </StackPanel>
                             </avalonia1:SpacedGrid>
                         </StackPanel>
                     </controls:Card>
@@ -277,10 +550,17 @@
                     <!--  Trigger words card  -->
                     <controls:Card Padding="12" IsVisible="{Binding Model.Version.Trigger.Count}">
                         <StackPanel Spacing="8">
-                            <TextBlock
-                                FontSize="20"
-                                FontWeight="Light"
-                                Text="Trigger Words" />
+                            <StackPanel Orientation="Horizontal" Spacing="8">
+                                <avalonia:Icon
+                                    VerticalAlignment="Center"
+                                    FontSize="16"
+                                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                    Value="fa-solid fa-wand-magic-sparkles" />
+                                <TextBlock
+                                    FontSize="20"
+                                    FontWeight="Light"
+                                    Text="Trigger Words" />
+                            </StackPanel>
                             <ItemsRepeater ItemsSource="{Binding Model.Version.Trigger}">
                                 <ItemsRepeater.Layout>
                                     <WrapLayout
@@ -305,62 +585,257 @@
                         </StackPanel>
                     </controls:Card>
 
+                    <!--  File Name Pattern card  -->
+                    <controls:Card Padding="12" IsVisible="{Binding HasDownloadUrl}">
+                        <StackPanel Spacing="8">
+                            <StackPanel Orientation="Horizontal" Spacing="8">
+                                <avalonia:Icon
+                                    VerticalAlignment="Center"
+                                    FontSize="16"
+                                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                    Value="fa-solid fa-file-signature" />
+                                <TextBlock
+                                    FontSize="20"
+                                    FontWeight="Light"
+                                    Text="{x:Static lang:Resources.Label_FileNamePattern}" />
+                            </StackPanel>
+                            <TextBox
+                                Name="ModelFileNameFormatTextBox"
+                                FontFamily="Cascadia Code,Consolas,Menlo,Monospace,DejaVu Sans Mono,monospace"
+                                FontSize="13"
+                                Text="{Binding ModelFileNameFormat}"
+                                Watermark="{x:Static inference:FileNameFormat.DefaultModelBrowserTemplate}" />
+                            <TextBlock
+                                FontSize="12"
+                                Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                IsVisible="{Binding ModelNameFormatSample, Converter={x:Static StringConverters.IsNotNullOrEmpty}}"
+                                Text="{Binding ModelNameFormatSample}"
+                                TextTrimming="CharacterEllipsis"
+                                TextWrapping="NoWrap"
+                                ToolTip.Tip="{Binding ModelNameFormatSample}" />
+                        </StackPanel>
+                    </controls:Card>
+
                     <!--  Files card  -->
                     <controls:Card Padding="12">
                         <StackPanel Spacing="8">
-                            <TextBlock
-                                FontSize="20"
-                                FontWeight="Light"
-                                Text="Files" />
+                            <Grid ColumnDefinitions="*,Auto">
+                                <StackPanel Orientation="Horizontal" Spacing="8">
+                                    <avalonia:Icon
+                                        VerticalAlignment="Center"
+                                        FontSize="16"
+                                        Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                        Value="fa-solid fa-folder-open" />
+                                    <TextBlock
+                                        FontSize="20"
+                                        FontWeight="Light"
+                                        Text="Files" />
+                                    <controls:Card
+                                        Padding="6,1"
+                                        VerticalAlignment="Center"
+                                        IsVisible="{Binding Files.Count}">
+                                        <TextBlock
+                                            FontSize="11"
+                                            Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                            Text="{Binding Files.Count}" />
+                                    </controls:Card>
+                                </StackPanel>
+                            </Grid>
+
+                            <!--  Empty state — non-CivitAI platforms don't publish file metadata  -->
+                            <StackPanel
+                                Margin="0,8"
+                                HorizontalAlignment="Center"
+                                IsVisible="{Binding !Files.Count}"
+                                Spacing="8">
+                                <avalonia:Icon
+                                    HorizontalAlignment="Center"
+                                    FontSize="24"
+                                    Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                    Value="fa-solid fa-circle-info" />
+                                <TextBlock
+                                    HorizontalAlignment="Center"
+                                    FontWeight="SemiBold"
+                                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                    Text="No file details from this platform" />
+                                <TextBlock
+                                    MaxWidth="280"
+                                    HorizontalAlignment="Center"
+                                    FontSize="12"
+                                    Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                    TextAlignment="Center"
+                                    TextWrapping="Wrap">
+                                    <Run Text="Use the" />
+                                    <Run FontWeight="SemiBold" Text="Download" />
+                                    <Run Text="button above, or open this model on its original platform via" />
+                                    <Run FontWeight="SemiBold" Text="Source Links" />
+                                    <Run Text="." />
+                                </TextBlock>
+                            </StackPanel>
+
                             <ItemsRepeater ItemsSource="{Binding Files}">
+                                <ItemsRepeater.Layout>
+                                    <StackLayout Orientation="Vertical" Spacing="4" />
+                                </ItemsRepeater.Layout>
                                 <ItemsRepeater.ItemTemplate>
                                     <DataTemplate DataType="{x:Type civArchive:CivArchiveModelFile}">
-                                        <Border Margin="0,0,0,8" Padding="0,4">
-                                            <StackPanel Spacing="4">
-                                                <TextBlock
-                                                    FontWeight="SemiBold"
-                                                    Text="{Binding Name}"
-                                                    TextWrapping="Wrap" />
-                                                <StackPanel Orientation="Horizontal" Spacing="8">
-                                                    <TextBlock
-                                                        FontSize="12"
-                                                        Foreground="{DynamicResource TextControlForegroundDisabled}"
-                                                        Text="{Binding FormattedSize}" />
+                                        <Border
+                                            Padding="8"
+                                            Classes="FileRow"
+                                            CornerRadius="6">
+                                            <StackPanel Spacing="6">
+                                                <!--  Top row: icon + name + primary badge  -->
+                                                <Grid ColumnDefinitions="Auto,*,Auto">
+                                                    <avalonia:Icon
+                                                        Margin="0,2,8,0"
+                                                        VerticalAlignment="Top"
+                                                        FontSize="16"
+                                                        Foreground="{DynamicResource AccentButtonBackground}"
+                                                        Value="fa-solid fa-file-lines" />
                                                     <TextBlock
-                                                        FontSize="12"
-                                                        Foreground="{DynamicResource TextControlForegroundDisabled}"
-                                                        Text="{Binding Type}" />
-                                                </StackPanel>
-                                                <TextBlock
-                                                    FontSize="11"
-                                                    Foreground="{DynamicResource TextControlForegroundDisabled}"
+                                                        Grid.Column="1"
+                                                        VerticalAlignment="Center"
+                                                        FontWeight="SemiBold"
+                                                        Text="{Binding Name}"
+                                                        TextWrapping="Wrap"
+                                                        ToolTip.Tip="{Binding Name}" />
+                                                    <controls:Card
+                                                        Grid.Column="2"
+                                                        Margin="6,0,0,0"
+                                                        Padding="6,1"
+                                                        VerticalAlignment="Center"
+                                                        Background="#AA059669"
+                                                        BorderThickness="0"
+                                                        IsVisible="{Binding IsPrimary}">
+                                                        <StackPanel Orientation="Horizontal" Spacing="4">
+                                                            <avalonia:Icon
+                                                                FontSize="9"
+                                                                Foreground="White"
+                                                                Value="fa-solid fa-star" />
+                                                            <TextBlock
+                                                                FontSize="10"
+                                                                FontWeight="SemiBold"
+                                                                Foreground="White"
+                                                                Text="Primary" />
+                                                        </StackPanel>
+                                                    </controls:Card>
+                                                </Grid>
+
+                                                <!--  Meta row: size + type pills + Download button  -->
+                                                <Grid ColumnDefinitions="*,Auto">
+                                                    <StackPanel Orientation="Horizontal" Spacing="6">
+                                                        <controls:Card Padding="6,2" IsVisible="{Binding HasKnownSize}">
+                                                            <StackPanel Orientation="Horizontal" Spacing="4">
+                                                                <avalonia:Icon
+                                                                    VerticalAlignment="Center"
+                                                                    FontSize="10"
+                                                                    Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                                    Value="fa-solid fa-weight-hanging" />
+                                                                <TextBlock
+                                                                    FontSize="11"
+                                                                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                                                    Text="{Binding FormattedSize}" />
+                                                            </StackPanel>
+                                                        </controls:Card>
+                                                        <controls:Card Padding="6,2" IsVisible="{Binding Type, Converter={x:Static StringConverters.IsNotNullOrEmpty}}">
+                                                            <TextBlock
+                                                                FontSize="11"
+                                                                Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                                                Text="{Binding Type}" />
+                                                        </controls:Card>
+                                                    </StackPanel>
+                                                    <Button
+                                                        Grid.Column="1"
+                                                        Padding="10,4"
+                                                        Classes="accent"
+                                                        Command="{Binding #Root.((checkpointBrowser:CivArchiveDetailsPageViewModel)DataContext).DownloadFileCommand}"
+                                                        CommandParameter="{Binding .}"
+                                                        CornerRadius="4"
+                                                        ToolTip.Tip="Download this file">
+                                                        <StackPanel Orientation="Horizontal" Spacing="6">
+                                                            <avalonia:Icon
+                                                                VerticalAlignment="Center"
+                                                                FontSize="11"
+                                                                Value="fa-solid fa-download" />
+                                                            <TextBlock
+                                                                VerticalAlignment="Center"
+                                                                FontSize="12"
+                                                                Text="Download" />
+                                                        </StackPanel>
+                                                    </Button>
+                                                </Grid>
+
+                                                <!--  SHA256: clickable to copy, monospace  -->
+                                                <Button
+                                                    Padding="6,4"
+                                                    HorizontalAlignment="Stretch"
+                                                    HorizontalContentAlignment="Stretch"
+                                                    Classes="transparent"
+                                                    Command="{Binding #Root.((checkpointBrowser:CivArchiveDetailsPageViewModel)DataContext).CopySha256Command}"
+                                                    CommandParameter="{Binding .}"
+                                                    CornerRadius="4"
                                                     IsVisible="{Binding Sha256, Converter={x:Static StringConverters.IsNotNullOrEmpty}}"
-                                                    TextWrapping="Wrap">
-                                                    <Run Text="SHA256: " /><Run Text="{Binding Sha256}" />
-                                                </TextBlock>
+                                                    ToolTip.Tip="Click to copy SHA256">
+                                                    <Grid ColumnDefinitions="Auto,*,Auto">
+                                                        <TextBlock
+                                                            Grid.Column="0"
+                                                            VerticalAlignment="Center"
+                                                            FontSize="10"
+                                                            FontWeight="SemiBold"
+                                                            Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                            Text="SHA256" />
+                                                        <TextBlock
+                                                            Grid.Column="1"
+                                                            Margin="8,0"
+                                                            VerticalAlignment="Center"
+                                                            FontFamily="Cascadia Code,Consolas,Menlo,Monospace,DejaVu Sans Mono,monospace"
+                                                            FontSize="10"
+                                                            Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                                            Text="{Binding Sha256}"
+                                                            TextTrimming="CharacterEllipsis" />
+                                                        <avalonia:Icon
+                                                            Grid.Column="2"
+                                                            VerticalAlignment="Center"
+                                                            FontSize="11"
+                                                            Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                            Value="fa-regular fa-copy" />
+                                                    </Grid>
+                                                </Button>
+
+                                                <!--  Mirrors: download from a specific source (gated/paid open in browser)  -->
                                                 <StackPanel
-                                                    Margin="0,4,0,0"
-                                                    Orientation="Horizontal"
+                                                    IsVisible="{Binding Mirrors.Count}"
+                                                    Orientation="Vertical"
                                                     Spacing="4">
-                                                    <Button
-                                                        Padding="6,3"
-                                                        Command="{Binding #Root.DataContext.CopySha256Command}"
-                                                        CommandParameter="{Binding .}"
-                                                        Content="Copy SHA256"
-                                                        FontSize="12"
-                                                        IsVisible="{Binding Sha256, Converter={x:Static StringConverters.IsNotNullOrEmpty}}" />
+                                                    <TextBlock
+                                                        FontSize="10"
+                                                        FontWeight="SemiBold"
+                                                        Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                        Text="DOWNLOAD FROM" />
                                                     <ItemsRepeater ItemsSource="{Binding Mirrors}">
                                                         <ItemsRepeater.Layout>
-                                                            <StackLayout Orientation="Horizontal" Spacing="4" />
+                                                            <WrapLayout
+                                                                HorizontalSpacing="4"
+                                                                Orientation="Horizontal"
+                                                                VerticalSpacing="4" />
                                                         </ItemsRepeater.Layout>
                                                         <ItemsRepeater.ItemTemplate>
                                                             <DataTemplate DataType="{x:Type civArchive:CivArchiveFileMirror}">
                                                                 <Button
-                                                                    Padding="6,3"
-                                                                    Command="{Binding #Root.DataContext.OpenFileMirrorCommand}"
+                                                                    Padding="8,3"
+                                                                    Command="{Binding #Root.((checkpointBrowser:CivArchiveDetailsPageViewModel)DataContext).DownloadFromMirrorCommand}"
                                                                     CommandParameter="{Binding .}"
-                                                                    Content="{Binding Source}"
-                                                                    FontSize="12" />
+                                                                    CornerRadius="4"
+                                                                    FontSize="12"
+                                                                    ToolTip.Tip="Download from this mirror">
+                                                                    <StackPanel Orientation="Horizontal" Spacing="6">
+                                                                        <avalonia:Icon
+                                                                            VerticalAlignment="Center"
+                                                                            FontSize="10"
+                                                                            Value="fa-solid fa-download" />
+                                                                        <TextBlock VerticalAlignment="Center" Text="{Binding Source}" />
+                                                                    </StackPanel>
+                                                                </Button>
                                                             </DataTemplate>
                                                         </ItemsRepeater.ItemTemplate>
                                                     </ItemsRepeater>
@@ -376,30 +851,58 @@
                     <!--  Source links card  -->
                     <controls:Card Padding="12" IsVisible="{Binding Mirrors.Count}">
                         <StackPanel Spacing="8">
-                            <TextBlock
-                                FontSize="20"
-                                FontWeight="Light"
-                                Text="Source Links" />
+                            <StackPanel Orientation="Horizontal" Spacing="8">
+                                <avalonia:Icon
+                                    VerticalAlignment="Center"
+                                    FontSize="16"
+                                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                    Value="fa-solid fa-link" />
+                                <TextBlock
+                                    FontSize="20"
+                                    FontWeight="Light"
+                                    Text="Source Links" />
+                            </StackPanel>
                             <ItemsRepeater ItemsSource="{Binding Mirrors}">
+                                <ItemsRepeater.Layout>
+                                    <StackLayout Orientation="Vertical" Spacing="4" />
+                                </ItemsRepeater.Layout>
                                 <ItemsRepeater.ItemTemplate>
                                     <DataTemplate DataType="{x:Type civArchive:CivArchiveVersionMirror}">
                                         <Button
-                                            Margin="0,0,0,4"
-                                            HorizontalAlignment="Left"
-                                            Command="{Binding #Root.DataContext.OpenVersionMirrorCommand}"
-                                            CommandParameter="{Binding .}">
-                                            <StackPanel Orientation="Horizontal" Spacing="8">
+                                            HorizontalAlignment="Stretch"
+                                            HorizontalContentAlignment="Left"
+                                            Command="{Binding #Root.((checkpointBrowser:CivArchiveDetailsPageViewModel)DataContext).OpenVersionMirrorCommand}"
+                                            CommandParameter="{Binding .}"
+                                            CornerRadius="4"
+                                            ToolTip.Tip="Open in browser">
+                                            <Grid ColumnDefinitions="Auto,*,Auto">
                                                 <avalonia:Icon
                                                     VerticalAlignment="Center"
                                                     FontSize="12"
-                                                    Value="fa-solid fa-up-right-from-square" />
-                                                <TextBlock VerticalAlignment="Center" Text="{Binding Platform}" />
-                                                <TextBlock
+                                                    Value="fa-solid fa-globe" />
+                                                <StackPanel
+                                                    Grid.Column="1"
+                                                    Margin="10,0"
+                                                    Orientation="Horizontal"
+                                                    Spacing="6">
+                                                    <TextBlock
+                                                        VerticalAlignment="Center"
+                                                        FontWeight="SemiBold"
+                                                        Text="{Binding Platform}" />
+                                                    <TextBlock
+                                                        VerticalAlignment="Center"
+                                                        FontSize="12"
+                                                        Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                        IsVisible="{Binding VersionName, Converter={x:Static StringConverters.IsNotNullOrEmpty}}"
+                                                        Text="{Binding VersionName}" />
+                                                </StackPanel>
+                                                <avalonia:Icon
+                                                    Grid.Column="2"
                                                     VerticalAlignment="Center"
-                                                    Foreground="{DynamicResource TextControlForegroundDisabled}"
-                                                    IsVisible="{Binding VersionName, Converter={x:Static StringConverters.IsNotNullOrEmpty}}"
-                                                    Text="{Binding VersionName}" />
-                                            </StackPanel>
+                                                    FontSize="10"
+                                                    Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                    Value="fa-solid fa-up-right-from-square" />
+                                            </Grid>
                                         </Button>
                                     </DataTemplate>
                                 </ItemsRepeater.ItemTemplate>
@@ -411,13 +914,25 @@
         </Grid>
 
         <!--  Error overlay  -->
-        <TextBlock
+        <StackPanel
             Grid.RowSpan="4"
             HorizontalAlignment="Center"
             VerticalAlignment="Center"
-            FontSize="18"
             IsVisible="{Binding ErrorText, Converter={x:Static StringConverters.IsNotNullOrEmpty}}"
-            Text="{Binding ErrorText}" />
+            Spacing="12">
+            <avalonia:Icon
+                HorizontalAlignment="Center"
+                FontSize="48"
+                Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                Value="fa-solid fa-triangle-exclamation" />
+            <TextBlock
+                MaxWidth="500"
+                HorizontalAlignment="Center"
+                FontSize="18"
+                Text="{Binding ErrorText}"
+                TextAlignment="Center"
+                TextWrapping="Wrap" />
+        </StackPanel>
 
         <!--  Loading overlay  -->
         <controls:ProgressRing
@@ -428,5 +943,13 @@
             VerticalAlignment="Center"
             IsIndeterminate="True"
             IsVisible="{Binding IsLoading}" />
+
+        <ui:TeachingTip
+            Title="Format Variables"
+            IsOpen="{Binding #ModelFileNameFormatTextBox.IsFocused}"
+            PreferredPlacement="Top"
+            Target="{Binding #ModelFileNameFormatTextBox, Mode=OneWay}">
+            <DataGrid AutoGenerateColumns="True" ItemsSource="{Binding ModelFileNameFormatVars}" />
+        </ui:TeachingTip>
     </Grid>
 </controls:UserControlBase>
diff --git a/StabilityMatrix.Core/Api/CivArchiveApiClient.cs b/StabilityMatrix.Core/Api/CivArchiveApiClient.cs
index 7b6c1aa13..e44a4d613 100644
--- a/StabilityMatrix.Core/Api/CivArchiveApiClient.cs
+++ b/StabilityMatrix.Core/Api/CivArchiveApiClient.cs
@@ -295,7 +295,7 @@ private static string NormalizeRoutePath(string routePath)
     private static partial Regex BuildIdRegex();
 
     private const string PlatformNames =
-        "tensorart|seaart|civision|pixai|tungsten|yodayo|moescape|shakker|tensorhub|civitai|huggingface|modelscope";
+        "tensorart|seaart|civision|pixai|tungsten|yodayo|moescape|shakker|tensorhub|civitai|huggingface|modelscope_cn|modelscope";
 
     // Matches /{platform}/models/{id}/versions/{versionId}
     [GeneratedRegex(
diff --git a/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveModelDetails.cs b/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveModelDetails.cs
index 97f3c10ae..4a35730e2 100644
--- a/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveModelDetails.cs
+++ b/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveModelDetails.cs
@@ -195,6 +195,14 @@ public class CivArchiveModelFile
     [JsonIgnore]
     public string FormattedSize => new FileSizeType(SizeKb).HumanReadableRepresentation;
 
+    /// <summary>
+    /// True when the API reported a plausible file size. Some non-CivitAI mirrors return
+    /// a tiny placeholder (e.g. 0.01 KB) when only the SHA256 was captured — for those we
+    /// hide the size chip rather than showing nonsense.
+    /// </summary>
+    [JsonIgnore]
+    public bool HasKnownSize => SizeKb >= 1.0;
+
     [JsonPropertyName("downloadUrl")]
     public string? DownloadUrl { get; set; }
 
diff --git a/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveSearchResponse.cs b/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveSearchResponse.cs
index 751f50fcc..39436b132 100644
--- a/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveSearchResponse.cs
+++ b/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveSearchResponse.cs
@@ -76,6 +76,18 @@ public class CivArchiveSearchResult
     [JsonPropertyName("platform")]
     public string? Platform { get; set; }
 
+    /// <summary>
+    /// Set client-side after a search response when the result's SHA256 matches a local model file.
+    /// </summary>
+    [JsonIgnore]
+    public bool IsInstalled { get; set; }
+
+    /// <summary>
+    /// Set client-side alongside <see cref="IsInstalled"/> for tooltip display.
+    /// </summary>
+    [JsonIgnore]
+    public string? LocalInstallPath { get; set; }
+
     [JsonIgnore]
     public string? Sha256FromUrl
     {
diff --git a/StabilityMatrix.Core/Models/ConnectedModelInfo.cs b/StabilityMatrix.Core/Models/ConnectedModelInfo.cs
index c634f4476..a463174ea 100644
--- a/StabilityMatrix.Core/Models/ConnectedModelInfo.cs
+++ b/StabilityMatrix.Core/Models/ConnectedModelInfo.cs
@@ -33,6 +33,12 @@ public class ConnectedModelInfo : IEquatable<ConnectedModelInfo>
 
     public ConnectedModelSource? Source { get; set; } = ConnectedModelSource.Civitai;
 
+    /// <summary>
+    /// Source-specific relative URL used to navigate back to the model's details page in-app.
+    /// Required for sources where ModelId/VersionId are not integer identifiers (e.g. CivArchive).
+    /// </summary>
+    public string? SourceUrl { get; set; }
+
     public ConnectedModelInfo() { }
 
     public ConnectedModelInfo(
diff --git a/StabilityMatrix.Core/Models/Database/LocalModelFile.cs b/StabilityMatrix.Core/Models/Database/LocalModelFile.cs
index 23ee347a4..b6d4ed58f 100644
--- a/StabilityMatrix.Core/Models/Database/LocalModelFile.cs
+++ b/StabilityMatrix.Core/Models/Database/LocalModelFile.cs
@@ -176,6 +176,11 @@ public override int GetHashCode()
     public bool HasOpenModelDbMetadata =>
         HasConnectedModel && ConnectedModelInfo.Source == ConnectedModelSource.OpenModelDb;
 
+    [BsonIgnore]
+    [MemberNotNullWhen(true, nameof(ConnectedModelInfo))]
+    public bool HasCivArchiveMetadata =>
+        HasConnectedModel && ConnectedModelInfo.Source == ConnectedModelSource.CivArchive;
+
     public string GetFullPath(string rootModelDirectory)
     {
         return Path.Combine(rootModelDirectory, RelativePath);
diff --git a/StabilityMatrix.Core/Models/Settings/Settings.cs b/StabilityMatrix.Core/Models/Settings/Settings.cs
index cddc138e3..18e57ad86 100644
--- a/StabilityMatrix.Core/Models/Settings/Settings.cs
+++ b/StabilityMatrix.Core/Models/Settings/Settings.cs
@@ -250,6 +250,8 @@ public IReadOnlyDictionary<string, string> EnvironmentVariables
 
     public double CivitBrowserResizeFactor { get; set; } = 1.0d;
 
+    public double CivArchiveBrowserResizeFactor { get; set; } = 1.0d;
+
     public bool HideEarlyAccessModels { get; set; }
 
     public bool CivitUseDiscoveryApi { get; set; }
diff --git a/StabilityMatrix.Core/Services/IModelIndexService.cs b/StabilityMatrix.Core/Services/IModelIndexService.cs
index 9b7bfcf86..3a9e60df3 100644
--- a/StabilityMatrix.Core/Services/IModelIndexService.cs
+++ b/StabilityMatrix.Core/Services/IModelIndexService.cs
@@ -13,6 +13,18 @@ public interface IModelIndexService
     /// </summary>
     IReadOnlySet<string> ModelIndexBlake3Hashes { get; }
 
+    /// <summary>
+    /// Set of all <see cref="ModelIndex"/> files SHA256 hashes (case-insensitive).
+    /// Synchronized with internal changes to <see cref="ModelIndex"/>.
+    /// </summary>
+    IReadOnlySet<string> ModelIndexSha256Hashes { get; }
+
+    /// <summary>
+    /// Set of CivArchive relative URLs for all locally installed CivArchive-sourced models.
+    /// Synchronized with internal changes to <see cref="ModelIndex"/>.
+    /// </summary>
+    IReadOnlySet<string> ModelIndexCivArchiveUrls { get; }
+
     /// <summary>
     /// Refreshes the local model file index.
     /// </summary>
diff --git a/StabilityMatrix.Core/Services/ModelIndexService.cs b/StabilityMatrix.Core/Services/ModelIndexService.cs
index 924642da1..ea69d302f 100644
--- a/StabilityMatrix.Core/Services/ModelIndexService.cs
+++ b/StabilityMatrix.Core/Services/ModelIndexService.cs
@@ -34,6 +34,8 @@ public partial class ModelIndexService : IModelIndexService
     private Dictionary<SharedFolderType, List<LocalModelFile>> _modelIndex = new();
 
     private HashSet<string>? _modelIndexBlake3Hashes;
+    private HashSet<string>? _modelIndexSha256Hashes;
+    private HashSet<string>? _modelIndexCivArchiveUrls;
 
     /// <summary>
     /// Whether the database has been initially loaded.
@@ -53,6 +55,12 @@ private set
     public IReadOnlySet<string> ModelIndexBlake3Hashes =>
         _modelIndexBlake3Hashes ??= CollectModelHashes(ModelIndex.Values.SelectMany(x => x));
 
+    public IReadOnlySet<string> ModelIndexSha256Hashes =>
+        _modelIndexSha256Hashes ??= CollectModelSha256Hashes(ModelIndex.Values.SelectMany(x => x));
+
+    public IReadOnlySet<string> ModelIndexCivArchiveUrls =>
+        _modelIndexCivArchiveUrls ??= CollectCivArchiveUrls(ModelIndex.Values.SelectMany(x => x));
+
     [AutoPostConstruct]
     private void Initialize()
     {
@@ -688,6 +696,8 @@ public async Task UpsertModelAsync(LocalModelFile model)
     private void OnModelIndexReset()
     {
         _modelIndexBlake3Hashes = null;
+        _modelIndexSha256Hashes = null;
+        _modelIndexCivArchiveUrls = null;
     }
 
     private static HashSet<string> CollectModelHashes(IEnumerable<LocalModelFile> models)
@@ -703,6 +713,32 @@ private static HashSet<string> CollectModelHashes(IEnumerable<LocalModelFile> mo
         return hashes;
     }
 
+    private static HashSet<string> CollectModelSha256Hashes(IEnumerable<LocalModelFile> models)
+    {
+        var hashes = new HashSet<string>(StringComparer.OrdinalIgnoreCase);
+        foreach (var model in models)
+        {
+            if (!string.IsNullOrWhiteSpace(model.HashSha256))
+            {
+                hashes.Add(model.HashSha256);
+            }
+        }
+        return hashes;
+    }
+
+    private static HashSet<string> CollectCivArchiveUrls(IEnumerable<LocalModelFile> models)
+    {
+        var urls = new HashSet<string>(StringComparer.OrdinalIgnoreCase);
+        foreach (var model in models)
+        {
+            if (model.HasCivArchiveMetadata && !string.IsNullOrWhiteSpace(model.ConnectedModelInfo.SourceUrl))
+            {
+                urls.Add(model.ConnectedModelInfo.SourceUrl);
+            }
+        }
+        return urls;
+    }
+
     private static bool GetHasEarlyAccessUpdateOnly(LocalModelFile model, CivitModel? remoteModel)
     {
         if (!model.HasUpdate || !model.HasCivitMetadata)
diff --git a/StabilityMatrix.Tests/Avalonia/CivArchiveBrowserViewModelTests.cs b/StabilityMatrix.Tests/Avalonia/CivArchiveBrowserViewModelTests.cs
index 475beb19f..978062e99 100644
--- a/StabilityMatrix.Tests/Avalonia/CivArchiveBrowserViewModelTests.cs
+++ b/StabilityMatrix.Tests/Avalonia/CivArchiveBrowserViewModelTests.cs
@@ -5,7 +5,9 @@
 using StabilityMatrix.Avalonia.ViewModels.Base;
 using StabilityMatrix.Avalonia.ViewModels.CheckpointBrowser;
 using StabilityMatrix.Core.Api;
+using StabilityMatrix.Core.Models;
 using StabilityMatrix.Core.Models.Api.CivArchive;
+using StabilityMatrix.Core.Models.FileInterfaces;
 using StabilityMatrix.Core.Models.Settings;
 using StabilityMatrix.Core.Services;
 
@@ -118,6 +120,228 @@ await vm.OpenResultCommand.ExecuteAsync(
             );
     }
 
+    [TestMethod]
+    public async Task ChangingFilterWhileLoading_QueuesRefreshWithLatestFilter()
+    {
+        var apiClient = Substitute.For<ICivArchiveApiClient>();
+        var delayedResponse = new TaskCompletionSource<CivArchiveSearchResponse>();
+        var recordedFilters = new List<CivArchiveSearchFilters>();
+
+        apiClient
+            .SearchAsync(Arg.Any<CivArchiveSearchFilters>(), Arg.Any<CancellationToken>())
+            .Returns(call =>
+            {
+                var filters = call.Arg<CivArchiveSearchFilters>();
+                recordedFilters.Add(filters);
+
+                return recordedFilters.Count switch
+                {
+                    3 => delayedResponse.Task,
+                    _ => Task.FromResult(CreateSearchResponse(filters.Page)),
+                };
+            });
+
+        var vm = CreateViewModel(apiClient, out _, out _);
+        vm.OnLoaded();
+
+        await vm.SearchModelsCommand.ExecuteAsync(false);
+
+        var loadingSearch = vm.SearchModelsCommand.ExecuteAsync(false);
+        vm.SelectedSort = vm.AllSorts.First(x => x.Value == CivArchiveSortOption.Newest);
+
+        delayedResponse.SetResult(CreateSearchResponse(1));
+        await loadingSearch;
+
+        Assert.AreEqual(4, recordedFilters.Count);
+        Assert.AreEqual(CivArchiveSortOption.Top, recordedFilters[2].Sort);
+        Assert.AreEqual(CivArchiveSortOption.Newest, recordedFilters[3].Sort);
+    }
+
+    [TestMethod]
+    public async Task DownloadModel_UsesPrimaryFileUrlNameAndHash()
+    {
+        var apiClient = Substitute.For<ICivArchiveApiClient>();
+        var modelImportService = Substitute.For<IModelImportService>();
+        var settingsManager = Substitute.For<ISettingsManager>();
+        var model = CreateDetailsModel(
+            new CivArchiveModelFile
+            {
+                Name = "realDream_sdxl7.ckpt",
+                DownloadUrl = "https://example.org/download/realDream_sdxl7.ckpt",
+                Sha256 = "63b1db60611f52c4fbb2cade67dbdf4029c6620c5b22f2a4ddb27a47d7601953",
+                IsPrimary = true,
+            }
+        );
+
+        IReadOnlyList<Uri>? capturedUris = null;
+        string? capturedFileName = null;
+        Action<TrackedDownload>? configureDownload = null;
+
+        apiClient
+            .GetModelDetailsAsync(Arg.Any<string>(), Arg.Any<CancellationToken>())
+            .Returns(new CivArchiveModelDetailsResponse { Model = model });
+        apiClient.GetAbsoluteUri(Arg.Any<string>()).Returns(call => new Uri(call.Arg<string>()));
+        settingsManager.IsLibraryDirSet.Returns(true);
+        settingsManager.ModelsDirectory.Returns(Path.GetTempPath());
+        modelImportService
+            .DoCustomImport(
+                Arg.Do<IEnumerable<Uri>>(uris => capturedUris = uris.ToList()),
+                Arg.Do<string>(fileName => capturedFileName = fileName),
+                Arg.Any<DirectoryPath>(),
+                Arg.Any<Uri?>(),
+                Arg.Any<string?>(),
+                Arg.Any<ConnectedModelInfo?>(),
+                Arg.Do<Action<TrackedDownload>?>(action => configureDownload = action)
+            )
+            .Returns(Task.CompletedTask);
+
+        var vm = CreateDetailsViewModel(apiClient, modelImportService, settingsManager);
+        vm.RelativeUrl = "/models/153568?modelVersionId=2053273";
+
+        await vm.OnLoadedAsync();
+        await vm.DownloadModelCommand.ExecuteAsync(null);
+
+        Assert.IsTrue(vm.HasDownloadUrl);
+        Assert.AreEqual("realDream_sdxl7.ckpt", capturedFileName);
+        Assert.AreEqual("https://example.org/download/realDream_sdxl7.ckpt", capturedUris?[0].ToString());
+
+        var download = new TrackedDownload
+        {
+            Id = Guid.NewGuid(),
+            SourceUrl = capturedUris![0],
+            DownloadDirectory = new DirectoryPath(Path.GetTempPath()),
+            FileName = capturedFileName!,
+            TempFileName = $"{capturedFileName}.tmp",
+        };
+        configureDownload?.Invoke(download);
+        Assert.AreEqual(model.Version?.Files[0].Sha256, download.ExpectedHashSha256);
+    }
+
+    [TestMethod]
+    public async Task DownloadModel_UsesFileMirrorUrlWhenDirectUrlIsMissing()
+    {
+        var apiClient = Substitute.For<ICivArchiveApiClient>();
+        var modelImportService = Substitute.For<IModelImportService>();
+        var settingsManager = Substitute.For<ISettingsManager>();
+        var model = CreateDetailsModel(
+            new CivArchiveModelFile
+            {
+                Name = "mirror-only.safetensors",
+                Mirrors =
+                [
+                    new CivArchiveFileMirror
+                    {
+                        Source = "civitai",
+                        Url = "https://example.org/mirror/mirror-only.safetensors",
+                    },
+                ],
+            }
+        );
+
+        IReadOnlyList<Uri>? capturedUris = null;
+
+        apiClient
+            .GetModelDetailsAsync(Arg.Any<string>(), Arg.Any<CancellationToken>())
+            .Returns(new CivArchiveModelDetailsResponse { Model = model });
+        apiClient.GetAbsoluteUri(Arg.Any<string>()).Returns(call => new Uri(call.Arg<string>()));
+        settingsManager.IsLibraryDirSet.Returns(true);
+        settingsManager.ModelsDirectory.Returns(Path.GetTempPath());
+        modelImportService
+            .DoCustomImport(
+                Arg.Do<IEnumerable<Uri>>(uris => capturedUris = uris.ToList()),
+                Arg.Any<string>(),
+                Arg.Any<DirectoryPath>(),
+                Arg.Any<Uri?>(),
+                Arg.Any<string?>(),
+                Arg.Any<ConnectedModelInfo?>(),
+                Arg.Any<Action<TrackedDownload>?>()
+            )
+            .Returns(Task.CompletedTask);
+
+        var vm = CreateDetailsViewModel(apiClient, modelImportService, settingsManager);
+        vm.RelativeUrl = "/models/153568?modelVersionId=2053273";
+
+        await vm.OnLoadedAsync();
+        await vm.DownloadModelCommand.ExecuteAsync(null);
+
+        Assert.IsTrue(vm.HasDownloadUrl);
+        Assert.AreEqual("https://example.org/mirror/mirror-only.safetensors", capturedUris?[0].ToString());
+    }
+
+    [TestMethod]
+    public void ParseSearchQuery_PlainQuery_ReturnsQueryOnly()
+    {
+        var (query, tags, username) = CivArchiveBrowserViewModel.ParseSearchQuery("dragon style");
+
+        Assert.AreEqual("dragon style", query);
+        Assert.AreEqual(string.Empty, tags);
+        Assert.AreEqual(string.Empty, username);
+    }
+
+    [TestMethod]
+    public void ParseSearchQuery_AtToken_ExtractsUsername()
+    {
+        var (query, tags, username) = CivArchiveBrowserViewModel.ParseSearchQuery("dragon @sinatra");
+
+        Assert.AreEqual("dragon", query);
+        Assert.AreEqual(string.Empty, tags);
+        Assert.AreEqual("sinatra", username);
+    }
+
+    [TestMethod]
+    public void ParseSearchQuery_HashTokens_ExtractedAsCommaJoined()
+    {
+        var (query, tags, username) = CivArchiveBrowserViewModel.ParseSearchQuery("painting #anime #sdxl");
+
+        Assert.AreEqual("painting", query);
+        Assert.AreEqual("anime,sdxl", tags);
+        Assert.AreEqual(string.Empty, username);
+    }
+
+    [TestMethod]
+    public void ParseSearchQuery_MultipleAtTokens_LastWins()
+    {
+        var (_, _, username) = CivArchiveBrowserViewModel.ParseSearchQuery("@alice @bob");
+
+        Assert.AreEqual("bob", username);
+    }
+
+    [TestMethod]
+    public void ParseSearchQuery_MixedTokens_AllExtracted()
+    {
+        var (query, tags, username) = CivArchiveBrowserViewModel.ParseSearchQuery(
+            "dragon #anime @sinatra #sdxl knight"
+        );
+
+        Assert.AreEqual("dragon knight", query);
+        Assert.AreEqual("anime,sdxl", tags);
+        Assert.AreEqual("sinatra", username);
+    }
+
+    [TestMethod]
+    public void ParseSearchQuery_EmptyOrWhitespace_ReturnsEmptyTuple()
+    {
+        var empty = CivArchiveBrowserViewModel.ParseSearchQuery("");
+        var whitespace = CivArchiveBrowserViewModel.ParseSearchQuery("   ");
+
+        Assert.AreEqual(string.Empty, empty.query);
+        Assert.AreEqual(string.Empty, empty.tags);
+        Assert.AreEqual(string.Empty, empty.username);
+        Assert.AreEqual(string.Empty, whitespace.query);
+    }
+
+    [TestMethod]
+    public void ParseSearchQuery_BareSigil_KeptAsRegularToken()
+    {
+        // A lone "@" or "#" with nothing after isn't a username/tag prefix —
+        // the parser leaves it as part of the regular query.
+        var (query, tags, username) = CivArchiveBrowserViewModel.ParseSearchQuery("foo @ # bar");
+
+        Assert.AreEqual("foo @ # bar", query);
+        Assert.AreEqual(string.Empty, tags);
+        Assert.AreEqual(string.Empty, username);
+    }
+
     private static CivArchiveBrowserViewModel CreateViewModel(
         ICivArchiveApiClient apiClient,
         out Settings settings,
@@ -141,7 +365,8 @@ private static CivArchiveBrowserViewModel CreateViewModel(
                 Substitute.For<IServiceManager<ViewModelBase>>(),
                 Substitute.For<IModelImportService>(),
                 Substitute.For<ISettingsManager>(),
-                Substitute.For<INotificationService>()
+                Substitute.For<INotificationService>(),
+                CreateModelIndexServiceStub()
             )
         );
 
@@ -149,10 +374,52 @@ private static CivArchiveBrowserViewModel CreateViewModel(
             apiClient,
             settingsManager,
             serviceManager,
-            navigationService ?? Substitute.For<INavigationService<MainWindowViewModel>>()
+            navigationService ?? Substitute.For<INavigationService<MainWindowViewModel>>(),
+            CreateModelIndexServiceStub()
         );
     }
 
+    private static IModelIndexService CreateModelIndexServiceStub()
+    {
+        var stub = Substitute.For<IModelIndexService>();
+        stub.ModelIndexSha256Hashes.Returns(new HashSet<string>());
+        stub.ModelIndexBlake3Hashes.Returns(new HashSet<string>());
+        return stub;
+    }
+
+    private static CivArchiveDetailsPageViewModel CreateDetailsViewModel(
+        ICivArchiveApiClient apiClient,
+        IModelImportService modelImportService,
+        ISettingsManager settingsManager
+    )
+    {
+        return new CivArchiveDetailsPageViewModel(
+            apiClient,
+            Substitute.For<INavigationService<MainWindowViewModel>>(),
+            Substitute.For<IServiceManager<ViewModelBase>>(),
+            modelImportService,
+            settingsManager,
+            Substitute.For<INotificationService>(),
+            CreateModelIndexServiceStub()
+        );
+    }
+
+    private static CivArchiveModelDetails CreateDetailsModel(CivArchiveModelFile file)
+    {
+        return new CivArchiveModelDetails
+        {
+            Name = "Real Dream",
+            Type = "Checkpoint",
+            Version = new CivArchiveModelVersion
+            {
+                Name = "SDXL 7",
+                BaseModel = "SDXL 1.0",
+                Files = [file],
+                Images = [new CivArchiveModelImage { Url = "https://example.org/preview.webp" }],
+            },
+        };
+    }
+
     private static CivArchiveSearchResponse CreateSearchResponse(int page)
     {
         return new CivArchiveSearchResponse
diff --git a/StabilityMatrix.Tests/Core/CivArchiveApiClientTests.cs b/StabilityMatrix.Tests/Core/CivArchiveApiClientTests.cs
index ee0588815..2967d4124 100644
--- a/StabilityMatrix.Tests/Core/CivArchiveApiClientTests.cs
+++ b/StabilityMatrix.Tests/Core/CivArchiveApiClientTests.cs
@@ -38,6 +38,14 @@ public void BuildSearchDataPath_SerializesMultiSelectFilters()
         StringAssert.Contains(result, "page=2");
     }
 
+    [TestMethod]
+    public void BuildDetailDataPath_RewritesModelScopeCnPlatformRoutes()
+    {
+        var result = CivArchiveApiClient.BuildDetailDataPath("/modelscope_cn/models/123/versions/456");
+
+        Assert.AreEqual("/models/123.json?modelVersionId=456&platform=modelscope_cn", result);
+    }
+
     [TestMethod]
     public async Task SearchAsync_RefreshesBuildIdAfter404()
     {

From 01969eabdb48252cf0975c242842d9d5ec3e691a Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 26 Apr 2026 11:15:13 -0700
Subject: [PATCH 144/218] ToggleAll commands: batch select via suppressSearch
 (1 search instead of N)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Address gemini-code-assist review feedback. ToggleAllModelTypes and
ToggleAllBaseModels were firing PropertyChanged for every option, which
in turn invoked OnSelectableOptionChanged → SearchModels → SaveSettings
once per option. The searchQueued mechanism collapsed the duplicate
fetches but PropertyChanged + SaveSettings still ran N times.

Wrap the loops in suppressSearch and call TriggerFilterSearch once at
the end — same pattern ResetFilters already uses.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../CivArchiveBrowserViewModel.cs             | 26 ++++++++++++++++---
 1 file changed, 22 insertions(+), 4 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs
index 955e1257c..b1f0326a9 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs
@@ -439,20 +439,38 @@ private async Task CopySha256(CivArchiveSearchResult? result)
     private void ToggleAllModelTypes()
     {
         var shouldSelectAll = AllModelTypes.Any(x => !x.IsSelected);
-        foreach (var option in AllModelTypes)
+        suppressSearch = true;
+        try
+        {
+            foreach (var option in AllModelTypes)
+            {
+                option.IsSelected = shouldSelectAll;
+            }
+        }
+        finally
         {
-            option.IsSelected = shouldSelectAll;
+            suppressSearch = false;
         }
+        TriggerFilterSearch();
     }
 
     [RelayCommand]
     private void ToggleAllBaseModels()
     {
         var shouldSelectAll = AllBaseModels.Any(x => !x.IsSelected);
-        foreach (var option in AllBaseModels)
+        suppressSearch = true;
+        try
+        {
+            foreach (var option in AllBaseModels)
+            {
+                option.IsSelected = shouldSelectAll;
+            }
+        }
+        finally
         {
-            option.IsSelected = shouldSelectAll;
+            suppressSearch = false;
         }
+        TriggerFilterSearch();
     }
 
     /// <summary>

From 397c9570202319a288728e21197b894e42e55aa7 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 26 Apr 2026 11:28:21 -0700
Subject: [PATCH 145/218] Strip empty path segments from filename pattern
 result
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

When a pattern like {base_model}/{file_name} resolves with an empty
base_model, FileNameFormat returns "/file_name" with a leading slash.
That made Path.Combine treat the name as rooted and drop the destination
folder entirely, so the file landed at C:\ instead of inside the model
type folder.

Normalize the rendered name by splitting on path separators with
RemoveEmptyEntries and rejoining — so empty/null substitutions just
collapse out of the path. Applied in both the live preview and the
actual download filename construction.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../CivArchiveDetailsPageViewModel.cs         | 24 +++++++++++++++++--
 1 file changed, 22 insertions(+), 2 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
index 1f37cb826..688b942a4 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
@@ -182,12 +182,29 @@ private void UpdateNameFormatSample()
         var provider = BuildFormatProvider(Model?.Version, GetPrimaryFile(Model?.Version));
         var format = ParseFormatOrDefault(ModelFileNameFormat, provider);
 
-        var sample = format.GetFileName();
+        var sample = NormalizePathSegments(format.GetFileName());
         ModelNameFormatSample = string.IsNullOrWhiteSpace(sample)
             ? null
             : "Example: " + sample + ".safetensors";
     }
 
+    /// <summary>
+    /// Strip empty path segments left behind by null/empty substitutions, so a pattern
+    /// like <c>{base_model}/{file_name}</c> with an empty base_model collapses to
+    /// <c>file_name</c> instead of <c>/file_name</c>.
+    /// </summary>
+    private static string NormalizePathSegments(string raw)
+    {
+        if (string.IsNullOrEmpty(raw) || (!raw.Contains('/') && !raw.Contains('\\')))
+            return raw;
+
+        var parts = raw.Split(
+            ['/', '\\'],
+            StringSplitOptions.RemoveEmptyEntries | StringSplitOptions.TrimEntries
+        );
+        return string.Join('/', parts);
+    }
+
     /// <summary>
     /// Parse a template against the provider, falling back to the default template if the input is empty,
     /// references unknown variables, or fails to parse for any reason. Validate() must be called first
@@ -755,7 +772,10 @@ private string BuildDownloadFileName(CivArchiveModelVersion version, CivArchiveM
         var provider = BuildFormatProvider(version, primaryFile);
         var format = ParseFormatOrDefault(ModelFileNameFormat, provider);
 
-        var stem = format.GetFileName();
+        // Normalize so a leading "/" from an empty {base_model} doesn't make Path.Combine
+        // treat the name as rooted and drop the destination folder.
+        var stem = NormalizePathSegments(format.GetFileName());
+
         if (string.IsNullOrWhiteSpace(stem))
         {
             // Pattern resolved to empty (e.g. only {file_name} on a non-CivitAI mirror with no primary file).

From 88728d7e793b64fc43b262a0e7a233e7bcba7e33 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 26 Apr 2026 11:38:29 -0700
Subject: [PATCH 146/218] Fix snake_case JSON field names on details endpoint
 DTOs
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Real CivArchive details API uses snake_case (download_count, base_model,
created_at, size_kb, download_url, model_id, etc.) but our DTOs were
mapping them to camelCase (downloadCount, baseModel, createdAt, sizeKB,
downloadUrl, modelId). The deserializer silently left those fields at
default values, so the details page rendered 0 / empty for stats and
base model — even though the same data was visible on civarchive.com.

The unit test fixture was incorrectly camel-cased so it didn't catch
this. Updated the fixture to mirror real API output and added explicit
assertions on the previously-broken fields (DownloadCount, FavoriteCount,
Rating, RatingCount, CreatedAt, Version.BaseModel, Version.DownloadCount,
File.SizeKb, File.DownloadUrl, File.IsPrimary) so we'll notice if they
regress again.

Discovered while diagnosing why /models/376130?modelVersionId=2741698
showed Downloads=0 and Base Model="" on the details page despite both
being populated in CivArchive's web UI.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../Api/CivArchive/CivArchiveModelDetails.cs  | 48 +++++++++----------
 .../Core/CivArchiveApiClientTests.cs          | 19 +++++++-
 2 files changed, 42 insertions(+), 25 deletions(-)

diff --git a/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveModelDetails.cs b/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveModelDetails.cs
index 4a35730e2..0164a428d 100644
--- a/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveModelDetails.cs
+++ b/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveModelDetails.cs
@@ -30,16 +30,16 @@ public class CivArchiveModelDetails
     [JsonPropertyName("username")]
     public string? Username { get; set; }
 
-    [JsonPropertyName("downloadCount")]
+    [JsonPropertyName("download_count")]
     public long DownloadCount { get; set; }
 
-    [JsonPropertyName("favoriteCount")]
+    [JsonPropertyName("favorite_count")]
     public long FavoriteCount { get; set; }
 
-    [JsonPropertyName("commentCount")]
+    [JsonPropertyName("comment_count")]
     public long CommentCount { get; set; }
 
-    [JsonPropertyName("ratingCount")]
+    [JsonPropertyName("rating_count")]
     public long RatingCount { get; set; }
 
     [JsonPropertyName("rating")]
@@ -48,13 +48,13 @@ public class CivArchiveModelDetails
     [JsonPropertyName("is_nsfw")]
     public bool IsNsfw { get; set; }
 
-    [JsonPropertyName("createdAt")]
+    [JsonPropertyName("created_at")]
     public DateTimeOffset? CreatedAt { get; set; }
 
-    [JsonPropertyName("updatedAt")]
+    [JsonPropertyName("updated_at")]
     public DateTimeOffset? UpdatedAt { get; set; }
 
-    [JsonPropertyName("deletedAt")]
+    [JsonPropertyName("deleted_at")]
     public DateTimeOffset? DeletedAt { get; set; }
 
     [JsonPropertyName("tags")]
@@ -108,7 +108,7 @@ public class CivArchiveModelVersion
     [JsonIgnore]
     public string Id => IdWrapper?.ToString() ?? string.Empty;
 
-    [JsonPropertyName("modelId")]
+    [JsonPropertyName("model_id")]
     public JsonNodeIdWrapper? ModelIdWrapper { get; set; }
 
     [JsonIgnore]
@@ -117,22 +117,22 @@ public class CivArchiveModelVersion
     [JsonPropertyName("name")]
     public string Name { get; set; } = string.Empty;
 
-    [JsonPropertyName("baseModel")]
+    [JsonPropertyName("base_model")]
     public string? BaseModel { get; set; }
 
-    [JsonPropertyName("baseModelType")]
+    [JsonPropertyName("base_model_type")]
     public string? BaseModelType { get; set; }
 
     [JsonPropertyName("description")]
     public string? Description { get; set; }
 
-    [JsonPropertyName("downloadCount")]
+    [JsonPropertyName("download_count")]
     public long DownloadCount { get; set; }
 
-    [JsonPropertyName("favoriteCount")]
+    [JsonPropertyName("favorite_count")]
     public long FavoriteCount { get; set; }
 
-    [JsonPropertyName("ratingCount")]
+    [JsonPropertyName("rating_count")]
     public long RatingCount { get; set; }
 
     [JsonPropertyName("rating")]
@@ -141,13 +141,13 @@ public class CivArchiveModelVersion
     [JsonPropertyName("is_nsfw")]
     public bool IsNsfw { get; set; }
 
-    [JsonPropertyName("createdAt")]
+    [JsonPropertyName("created_at")]
     public DateTimeOffset? CreatedAt { get; set; }
 
-    [JsonPropertyName("updatedAt")]
+    [JsonPropertyName("updated_at")]
     public DateTimeOffset? UpdatedAt { get; set; }
 
-    [JsonPropertyName("deletedAt")]
+    [JsonPropertyName("deleted_at")]
     public DateTimeOffset? DeletedAt { get; set; }
 
     [JsonPropertyName("files")]
@@ -189,7 +189,7 @@ public class CivArchiveModelFile
     [JsonPropertyName("type")]
     public string? Type { get; set; }
 
-    [JsonPropertyName("sizeKB")]
+    [JsonPropertyName("size_kb")]
     public double SizeKb { get; set; }
 
     [JsonIgnore]
@@ -203,19 +203,19 @@ public class CivArchiveModelFile
     [JsonIgnore]
     public bool HasKnownSize => SizeKb >= 1.0;
 
-    [JsonPropertyName("downloadUrl")]
+    [JsonPropertyName("download_url")]
     public string? DownloadUrl { get; set; }
 
-    [JsonPropertyName("modelId")]
+    [JsonPropertyName("model_id")]
     public JsonNodeIdWrapper? ModelIdWrapper { get; set; }
 
     [JsonIgnore]
     public string ModelId => ModelIdWrapper?.ToString() ?? string.Empty;
 
-    [JsonPropertyName("modelName")]
+    [JsonPropertyName("model_name")]
     public string? ModelName { get; set; }
 
-    [JsonPropertyName("modelVersionId")]
+    [JsonPropertyName("model_version_id")]
     public JsonNodeIdWrapper? ModelVersionIdWrapper { get; set; }
 
     [JsonIgnore]
@@ -227,10 +227,10 @@ public class CivArchiveModelFile
     [JsonPropertyName("sha256")]
     public string? Sha256 { get; set; }
 
-    [JsonPropertyName("createdAt")]
+    [JsonPropertyName("created_at")]
     public DateTimeOffset? CreatedAt { get; set; }
 
-    [JsonPropertyName("updatedAt")]
+    [JsonPropertyName("updated_at")]
     public DateTimeOffset? UpdatedAt { get; set; }
 
     [JsonPropertyName("is_primary")]
@@ -251,7 +251,7 @@ public class CivArchiveFileMirror
     [JsonPropertyName("source")]
     public string? Source { get; set; }
 
-    [JsonPropertyName("deletedAt")]
+    [JsonPropertyName("deleted_at")]
     public DateTimeOffset? DeletedAt { get; set; }
 
     [JsonPropertyName("is_gated")]
diff --git a/StabilityMatrix.Tests/Core/CivArchiveApiClientTests.cs b/StabilityMatrix.Tests/Core/CivArchiveApiClientTests.cs
index 2967d4124..845904017 100644
--- a/StabilityMatrix.Tests/Core/CivArchiveApiClientTests.cs
+++ b/StabilityMatrix.Tests/Core/CivArchiveApiClientTests.cs
@@ -112,8 +112,9 @@ public async Task SearchAsync_ParsesVersionAndFileResults()
     [TestMethod]
     public async Task GetModelDetailsAsync_ParsesFilesMirrorsAndSha256()
     {
+        // Field naming matches the real CivArchive API (snake_case throughout)
         const string detailJson = """
-            {"pageProps":{"model":{"id":153568,"name":"Real Dream","type":"Checkpoint","creator_username":"sinatra","platform":"civitai","platform_name":"CivitAI","version":{"id":2053273,"name":"SDXL 7","baseModel":"SDXL 1.0","description":"<p>Version description</p>","files":[{"id":1950275,"name":"realDream_sdxl7.safetensors","type":"Model","sizeKB":6775783.6,"downloadUrl":"https://civitai.com/api/download/models/2053273","sha256":"63b1db60611f52c4fbb2cade67dbdf4029c6620c5b22f2a4ddb27a47d7601953","mirrors":[{"filename":"realDream_sdxl7.safetensors","url":"https://civitai.com/api/download/models/2053273","source":"civitai","is_gated":false,"is_paid":false}]}],"images":[{"id":1,"url":"https://example.org/image.webp","link":"https://example.org/image.webp","type":"image"}],"mirrors":[{"platform":"tungsten","platform_url":"https://tungsten.run/model/kZ7yDBQjZP?model_version=L2KrgferKS","version_name":"SDXL 7"}]}}}}
+            {"pageProps":{"model":{"id":153568,"name":"Real Dream","type":"Checkpoint","download_count":4923593,"favorite_count":12,"rating":4.5,"rating_count":8,"created_at":"2026-04-17T23:30:06Z","creator_username":"sinatra","platform":"civitai","platform_name":"CivitAI","version":{"id":2053273,"name":"SDXL 7","base_model":"SDXL 1.0","description":"<p>Version description</p>","download_count":12345,"created_at":"2026-04-17T23:30:06Z","files":[{"id":1950275,"name":"realDream_sdxl7.safetensors","type":"Model","size_kb":6775783.6,"download_url":"https://civitai.com/api/download/models/2053273","sha256":"63b1db60611f52c4fbb2cade67dbdf4029c6620c5b22f2a4ddb27a47d7601953","is_primary":true,"created_at":"2026-04-17T23:30:06Z","mirrors":[{"filename":"realDream_sdxl7.safetensors","url":"https://civitai.com/api/download/models/2053273","source":"civitai","is_gated":false,"is_paid":false}]}],"images":[{"id":1,"url":"https://example.org/image.webp","link":"https://example.org/image.webp","type":"image"}],"mirrors":[{"platform":"tungsten","platform_url":"https://tungsten.run/model/kZ7yDBQjZP?model_version=L2KrgferKS","version_name":"SDXL 7"}]}}}}
             """;
 
         var responses = new Queue<HttpResponseMessage>(
@@ -134,6 +135,22 @@ public async Task GetModelDetailsAsync_ParsesFilesMirrorsAndSha256()
             response.Model.Version?.Files[0].Sha256
         );
         Assert.AreEqual(1, response.Model.Version?.Mirrors.Count);
+
+        // Snake-case field names — these all silently defaulted to 0/null when the DTO
+        // mapped them to camelCase (downloadCount/baseModel/sizeKB/etc.).
+        Assert.AreEqual(4923593, response.Model.DownloadCount);
+        Assert.AreEqual(12, response.Model.FavoriteCount);
+        Assert.AreEqual(4.5, response.Model.Rating);
+        Assert.AreEqual(8, response.Model.RatingCount);
+        Assert.IsNotNull(response.Model.CreatedAt);
+        Assert.AreEqual("SDXL 1.0", response.Model.Version?.BaseModel);
+        Assert.AreEqual(12345, response.Model.Version?.DownloadCount);
+        Assert.AreEqual(6775783.6, response.Model.Version?.Files[0].SizeKb);
+        Assert.AreEqual(
+            "https://civitai.com/api/download/models/2053273",
+            response.Model.Version?.Files[0].DownloadUrl
+        );
+        Assert.IsTrue(response.Model.Version?.Files[0].IsPrimary);
     }
 
     private static ICivArchiveApiClient CreateClient(HttpMessageHandler handler)

From f70a083947d0d7a6e843e9bbe95c455d436a6f5a Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 26 Apr 2026 11:44:29 -0700
Subject: [PATCH 147/218] Refresh model index after CivArchive download
 completes

The CivitAI download flow sets download.ContextAction =
CivitPostDownloadContextAction, which calls BackgroundRefreshIndex on
completion. DoCustomImport (used by CivArchive) doesn't set a context
action, so after a CivArchive download the index never auto-refreshed,
ModelIndexChanged never fired, and the Installed badge / Delete button /
"Download again" label only appeared after manual navigation back to
the page.

Subscribe to the download's ProgressStateChanged inside our
configureDownload callback and call modelIndexService.BackgroundRefreshIndex()
when the state hits Success. The existing OnInitialLoadedAsync handler
on ModelIndexChanged then flips the UI live.

DeleteModel already triggered RefreshIndex explicitly in its finally
block so it was already working.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../CivArchiveDetailsPageViewModel.cs             | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
index 688b942a4..78ffad8e3 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
@@ -28,6 +28,7 @@
 using StabilityMatrix.Core.Models.Api.CivArchive;
 using StabilityMatrix.Core.Models.Database;
 using StabilityMatrix.Core.Models.FileInterfaces;
+using StabilityMatrix.Core.Models.Progress;
 using StabilityMatrix.Core.Processes;
 using StabilityMatrix.Core.Services;
 
@@ -678,6 +679,20 @@ await modelImportService.DoCustomImport(
                 {
                     download.ExpectedHashSha256 = file.Sha256;
                 }
+
+                // The CivitAI flow uses CivitPostDownloadContextAction to refresh the
+                // model index post-download; we don't have an analogous context action
+                // (we rely on cm-info instead of Blake3 hash), so subscribe directly to
+                // ProgressStateChanged. Refreshing the index fires ModelIndexChanged,
+                // which our OnInitialLoadedAsync subscription uses to flip the Installed
+                // badge / "Download again" label live.
+                download.ProgressStateChanged += (_, state) =>
+                {
+                    if (state == ProgressState.Success)
+                    {
+                        modelIndexService.BackgroundRefreshIndex();
+                    }
+                };
             }
         );
 

From 961819204a7db922b0a7bb4fa7eb7a61710cf105 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 26 Apr 2026 14:51:26 -0700
Subject: [PATCH 148/218] Hide redundant 'version' kind chip on cards
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Most CivArchive search results have kind='version' (a model version),
so showing a 'version' chip on every card is just noise. Hide it for
the common case and only show it when the kind is something the user
wouldn't otherwise expect — File or User.

New ShouldShowKindBadge computed property on CivArchiveSearchResult
returns false for Version kind, true otherwise.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../Views/CivArchiveBrowserPage.axaml                    | 3 ++-
 .../Models/Api/CivArchive/CivArchiveSearchResponse.cs    | 9 +++++++++
 2 files changed, 11 insertions(+), 1 deletion(-)

diff --git a/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml b/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml
index 76246a503..61f5f2346 100644
--- a/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml
@@ -165,7 +165,8 @@
                                     <controls:Card
                                         Padding="6,2"
                                         Background="#AA000000"
-                                        BorderThickness="0">
+                                        BorderThickness="0"
+                                        IsVisible="{Binding ShouldShowKindBadge}">
                                         <TextBlock
                                             FontSize="11"
                                             FontWeight="SemiBold"
diff --git a/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveSearchResponse.cs b/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveSearchResponse.cs
index 39436b132..6f97d6368 100644
--- a/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveSearchResponse.cs
+++ b/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveSearchResponse.cs
@@ -38,6 +38,15 @@ public class CivArchiveSearchResult
     [JsonIgnore]
     public CivArchiveKindOption Kind => CivArchiveEnumExtensions.ParseKind(KindRaw);
 
+    /// <summary>
+    /// True when the result kind is anything other than the default <c>Version</c>
+    /// (e.g. <c>File</c> or <c>User</c>). Most search results are Version-kind, so the
+    /// Kind chip on the card is only worth showing when it's something the user
+    /// wouldn't otherwise expect.
+    /// </summary>
+    [JsonIgnore]
+    public bool ShouldShowKindBadge => Kind != CivArchiveKindOption.Version;
+
     [JsonPropertyName("is_nsfw")]
     public bool IsNsfw { get; set; }
 

From 04f7298a1b46a1e355712ff706de2dbc684d9e6a Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 26 Apr 2026 15:02:21 -0700
Subject: [PATCH 149/218] Address review comments: traversal guard, dedup perf,
 init fetch, rebuild churn
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Five gemini-code-assist review items applied:

- Path traversal guard (security/high): NormalizePathSegments now drops
  ".." and "." segments after the split, so a pattern variable that
  resolves to ".." can't escape the destination folder when subfolder
  paths are honored by ModelImportService.

- Generic platform regex: replace the hardcoded PlatformNames pipe-list
  with a generic [^/]+ pattern that excludes "models" and "sha256"
  (negative lookahead). New CivArchive platforms now route correctly
  without code edits, while platform-less /models/... and /sha256/...
  routes are still treated as such.

- O(N²) dedup → O(1) with HashSet. The infinite-scroll merge was
  scanning rawResults for every incoming item; with paged growth that's
  quadratic. Build a HashSet<string> of existing IDs once per merge.

- Skip the redundant init re-fetch when there are no saved selections.
  ApplyFilterOptions only changes the actual filter set if the user has
  saved Types/BaseModels — for first-run users the second fetch was
  pure waste. Always reset suppressSearch in the else branch so it
  doesn't leak to subsequent calls.

- RebuildVisibleResults: replace the Results collection wholesale
  instead of Clear + N×Add. One PropertyChanged on the property vs N
  CollectionChanged notifications — fewer ItemsRepeater container
  churns when toggling Hide Installed.

Two existing tests updated to match the new (correct) call counts after
removing the redundant init re-fetch.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../CivArchiveBrowserViewModel.cs             | 33 ++++++++++++++-----
 .../CivArchiveDetailsPageViewModel.cs         |  9 +++--
 .../Api/CivArchiveApiClient.cs                | 11 ++++---
 .../CivArchiveBrowserViewModelTests.cs        | 24 +++++++++-----
 4 files changed, 52 insertions(+), 25 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs
index b1f0326a9..142574b06 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs
@@ -259,13 +259,12 @@ private void OnLocalModelIndexChanged()
 
     private void RebuildVisibleResults()
     {
-        Results.Clear();
-        foreach (var item in rawResults)
-        {
-            if (HideInstalledModels && item.IsInstalled)
-                continue;
-            Results.Add(item);
-        }
+        // Replace the collection wholesale instead of Clear + N×Add — one
+        // PropertyChanged on Results vs N CollectionChanged notifications,
+        // which keeps ItemsRepeater from churning containers per item.
+        Results = new ObservableCollection<CivArchiveSearchResult>(
+            HideInstalledModels ? rawResults.Where(item => !item.IsInstalled) : rawResults
+        );
         NoResultsFound = HasSearched && Results.Count == 0;
         OnPropertyChanged(nameof(IsEndOfResults));
     }
@@ -311,21 +310,37 @@ private async Task SearchModels(bool isInfiniteScroll = false)
                 ApplyFilterOptions(response.FilterOptions);
                 filterOptionsLoaded = true;
 
-                if (!isInfiniteScroll && suppressSearch)
+                // ApplyFilterOptions sets suppressSearch=true while populating the option
+                // collections. Only re-fetch if the user actually has saved selections
+                // (Types/BaseModels) that we couldn't apply on the first call — for a
+                // first-run user with no saved selections the initial response is already
+                // correct and a second fetch is wasted bandwidth.
+                var savedOptions = settingsManager.Settings.CivArchiveBrowserOptions;
+                var hasSelections =
+                    savedOptions.SelectedModelTypes.Count > 0 || savedOptions.SelectedBaseModels.Count > 0;
+
+                if (!isInfiniteScroll && suppressSearch && hasSelections)
                 {
                     suppressSearch = false;
                     response = await civArchiveApiClient.SearchAsync(BuildFilters(currentPage));
                 }
+                else
+                {
+                    suppressSearch = false;
+                }
             }
 
             TotalHits = response.TotalHits;
             currentPage = response.EffectiveFilters.Page;
 
+            // O(1) dedupe lookup against everything we've already fetched, instead of a
+            // linear scan per incoming item (which becomes O(N²) as paged results grow).
+            var existingIds = isInfiniteScroll ? rawResults.Select(x => x.Id).ToHashSet() : [];
             var installedHashes = modelIndexService.ModelIndexSha256Hashes;
             var installedUrls = modelIndexService.ModelIndexCivArchiveUrls;
             foreach (var item in response.Results)
             {
-                if (isInfiniteScroll && rawResults.Any(existing => existing.Id == item.Id))
+                if (isInfiniteScroll && !existingIds.Add(item.Id))
                 {
                     continue;
                 }
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
index 78ffad8e3..1e862ab4a 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
@@ -193,6 +193,8 @@ private void UpdateNameFormatSample()
     /// Strip empty path segments left behind by null/empty substitutions, so a pattern
     /// like <c>{base_model}/{file_name}</c> with an empty base_model collapses to
     /// <c>file_name</c> instead of <c>/file_name</c>.
+    /// Also drops <c>..</c> / <c>.</c> traversal segments so a pattern variable that
+    /// resolves to <c>..</c> can't escape the destination folder.
     /// </summary>
     private static string NormalizePathSegments(string raw)
     {
@@ -200,9 +202,10 @@ private static string NormalizePathSegments(string raw)
             return raw;
 
         var parts = raw.Split(
-            ['/', '\\'],
-            StringSplitOptions.RemoveEmptyEntries | StringSplitOptions.TrimEntries
-        );
+                ['/', '\\'],
+                StringSplitOptions.RemoveEmptyEntries | StringSplitOptions.TrimEntries
+            )
+            .Where(p => p != ".." && p != ".");
         return string.Join('/', parts);
     }
 
diff --git a/StabilityMatrix.Core/Api/CivArchiveApiClient.cs b/StabilityMatrix.Core/Api/CivArchiveApiClient.cs
index e44a4d613..0dc9c200e 100644
--- a/StabilityMatrix.Core/Api/CivArchiveApiClient.cs
+++ b/StabilityMatrix.Core/Api/CivArchiveApiClient.cs
@@ -294,17 +294,20 @@ private static string NormalizeRoutePath(string routePath)
     [GeneratedRegex("\"buildId\":\"(?<buildId>[^\"]+)\"")]
     private static partial Regex BuildIdRegex();
 
-    private const string PlatformNames =
-        "tensorart|seaart|civision|pixai|tungsten|yodayo|moescape|shakker|tensorhub|civitai|huggingface|modelscope_cn|modelscope";
+    // Generic platform segment match — accepts any single non-slash path segment as the
+    // platform name so we don't have to maintain a hardcoded list each time CivArchive
+    // adds a mirror. Excludes "models" and "sha256" so we don't mis-classify the
+    // platform-less /models/... and /sha256/... routes as platform-prefixed.
+    private const string PlatformPattern = "(?!models/|sha256/)[^/]+";
 
     // Matches /{platform}/models/{id}/versions/{versionId}
     [GeneratedRegex(
-        $@"^/(?<platform>{PlatformNames})/models/(?<modelId>[^/]+)/versions/(?<versionId>[^/]+)$"
+        $@"^/(?<platform>{PlatformPattern})/models/(?<modelId>[^/]+)/versions/(?<versionId>[^/]+)$"
     )]
     private static partial Regex PlatformDetailRewriteRegex();
 
     // Matches /{platform}/models/{id} (without version)
-    [GeneratedRegex($@"^/(?<platform>{PlatformNames})/models/(?<modelId>[^/]+)$")]
+    [GeneratedRegex($@"^/(?<platform>{PlatformPattern})/models/(?<modelId>[^/]+)$")]
     private static partial Regex PlatformModelRewriteRegex();
 
     // Matches /models/{id}/{slug} (slug rewrite to /models/{id})
diff --git a/StabilityMatrix.Tests/Avalonia/CivArchiveBrowserViewModelTests.cs b/StabilityMatrix.Tests/Avalonia/CivArchiveBrowserViewModelTests.cs
index 978062e99..3a0225fff 100644
--- a/StabilityMatrix.Tests/Avalonia/CivArchiveBrowserViewModelTests.cs
+++ b/StabilityMatrix.Tests/Avalonia/CivArchiveBrowserViewModelTests.cs
@@ -53,12 +53,13 @@ public async Task ChangingFilters_TriggersNewQueryAndResetsPaging()
         vm.SelectedSort = vm.AllSorts.First(x => x.Value == CivArchiveSortOption.Newest);
         await Task.Delay(50);
 
-        Assert.AreEqual(4, recordedFilters.Count);
+        // 3 calls: initial fetch, LoadNextPage, sort change.
+        // (No saved selections means ApplyFilterOptions doesn't trigger a redundant re-fetch.)
+        Assert.AreEqual(3, recordedFilters.Count);
         Assert.AreEqual(1, recordedFilters[0].Page);
-        Assert.AreEqual(1, recordedFilters[1].Page);
-        Assert.AreEqual(2, recordedFilters[2].Page);
-        Assert.AreEqual(1, recordedFilters[3].Page);
-        Assert.AreEqual(CivArchiveSortOption.Newest, recordedFilters[3].Sort);
+        Assert.AreEqual(2, recordedFilters[1].Page);
+        Assert.AreEqual(1, recordedFilters[2].Page);
+        Assert.AreEqual(CivArchiveSortOption.Newest, recordedFilters[2].Sort);
     }
 
     [TestMethod]
@@ -134,9 +135,13 @@ public async Task ChangingFilterWhileLoading_QueuesRefreshWithLatestFilter()
                 var filters = call.Arg<CivArchiveSearchFilters>();
                 recordedFilters.Add(filters);
 
+                // Delay call #2 — that's the explicit ExecuteAsync at line below (line 149
+                // equivalent), so the sort change happens while it's in flight and gets
+                // queued. With the redundant init re-fetch removed, the second call is
+                // now the queueable one (used to be call #3).
                 return recordedFilters.Count switch
                 {
-                    3 => delayedResponse.Task,
+                    2 => delayedResponse.Task,
                     _ => Task.FromResult(CreateSearchResponse(filters.Page)),
                 };
             });
@@ -152,9 +157,10 @@ public async Task ChangingFilterWhileLoading_QueuesRefreshWithLatestFilter()
         delayedResponse.SetResult(CreateSearchResponse(1));
         await loadingSearch;
 
-        Assert.AreEqual(4, recordedFilters.Count);
-        Assert.AreEqual(CivArchiveSortOption.Top, recordedFilters[2].Sort);
-        Assert.AreEqual(CivArchiveSortOption.Newest, recordedFilters[3].Sort);
+        // 3 calls: initial, in-flight (delayed), queued sort-change refresh.
+        Assert.AreEqual(3, recordedFilters.Count);
+        Assert.AreEqual(CivArchiveSortOption.Top, recordedFilters[1].Sort);
+        Assert.AreEqual(CivArchiveSortOption.Newest, recordedFilters[2].Sort);
     }
 
     [TestMethod]

From 0d1c30354fa20659bf9bbf5cdcf8b278f3382495 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 26 Apr 2026 15:10:04 -0700
Subject: [PATCH 150/218] =?UTF-8?q?Open=20File-kind=20results=20in=20detai?=
 =?UTF-8?q?ls=20page=20via=20SHA256=20=E2=86=92=20version=20resolve?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

ModelScope CN (and any other purely-mirror) entries come back as
kind=file with /sha256/{hash} URLs. The previous flow opened those
externally because the SHA256 endpoint returns a different shape than
the model-detail endpoint. But the SHA256 response actually carries
full model data inside pageProps.models[] — including version.href
which is the canonical URL the details page already knows how to load.

Resolve File-kind URLs to the linked version's href via a new
ICivArchiveApiClient.ResolveFileUrlAsync, then navigate to the details
page. Falls back to the previous external-open behavior when the hash
isn't linked to any model (orphaned), so we don't navigate to a dead
page.

Two new tests cover the resolve method (linked version returned;
empty models → null fallback).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../CivArchiveBrowserViewModel.cs             | 38 +++++++++++---
 .../Api/CivArchiveApiClient.cs                | 50 +++++++++++++++++++
 .../Api/ICivArchiveApiClient.cs               | 13 +++++
 .../Core/CivArchiveApiClientTests.cs          | 45 +++++++++++++++++
 4 files changed, 139 insertions(+), 7 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs
index 142574b06..2fc707c52 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs
@@ -407,19 +407,43 @@ private async Task OpenResult(CivArchiveSearchResult? result)
                 await PivotToUser(result);
                 break;
             case CivArchiveKindOption.File:
-                ProcessRunner.OpenUrl(civArchiveApiClient.GetAbsoluteUri(result.Url).ToString());
+                await OpenFileResult(result);
                 break;
             default:
-                var detailsVm = viewModelFactory.Get<CivArchiveDetailsPageViewModel>(vm =>
-                {
-                    vm.RelativeUrl = result.Url;
-                    return vm;
-                });
-                navigationService.NavigateTo(detailsVm, BetterSlideNavigationTransition.PageSlideFromRight);
+                NavigateToDetails(result.Url);
                 break;
         }
     }
 
+    /// <summary>
+    /// File-kind results have a <c>/sha256/{hash}</c> URL whose endpoint returns a different
+    /// shape than the model details page. Resolve the SHA256 to its linked model + version
+    /// and navigate there in-app; if no model is linked (orphaned hash), fall back to opening
+    /// the URL externally.
+    /// </summary>
+    private async Task OpenFileResult(CivArchiveSearchResult result)
+    {
+        var resolvedUrl = await civArchiveApiClient.ResolveFileUrlAsync(result.Url);
+        if (!string.IsNullOrWhiteSpace(resolvedUrl))
+        {
+            NavigateToDetails(resolvedUrl);
+        }
+        else
+        {
+            ProcessRunner.OpenUrl(civArchiveApiClient.GetAbsoluteUri(result.Url).ToString());
+        }
+    }
+
+    private void NavigateToDetails(string relativeUrl)
+    {
+        var detailsVm = viewModelFactory.Get<CivArchiveDetailsPageViewModel>(vm =>
+        {
+            vm.RelativeUrl = relativeUrl;
+            return vm;
+        });
+        navigationService.NavigateTo(detailsVm, BetterSlideNavigationTransition.PageSlideFromRight);
+    }
+
     [RelayCommand]
     private void OpenOnCivArchive(CivArchiveSearchResult? result)
     {
diff --git a/StabilityMatrix.Core/Api/CivArchiveApiClient.cs b/StabilityMatrix.Core/Api/CivArchiveApiClient.cs
index 0dc9c200e..dfa6bd430 100644
--- a/StabilityMatrix.Core/Api/CivArchiveApiClient.cs
+++ b/StabilityMatrix.Core/Api/CivArchiveApiClient.cs
@@ -112,6 +112,44 @@ public async Task<CivArchiveModelDetailsResponse> GetModelDetailsAsync(
         return new CivArchiveModelDetailsResponse { Model = model };
     }
 
+    public async Task<string?> ResolveFileUrlAsync(
+        string sha256RelativeUrl,
+        CancellationToken cancellationToken = default
+    )
+    {
+        if (string.IsNullOrWhiteSpace(sha256RelativeUrl))
+        {
+            return null;
+        }
+
+        var nextDataPath = BuildDetailDataPath(sha256RelativeUrl);
+
+        try
+        {
+            var response = await GetNextDataAsync<CivArchiveSha256PageResponse>(
+                nextDataPath,
+                cancellationToken
+            );
+
+            // Each /sha256/{hash} response carries a `models[]` array; the first model's
+            // `version.href` is the canonical URL for the version that contains this file.
+            // Fall back to the first entry in `versions[]` if `version` is missing.
+            var firstModel = response.PageProps?.Models?.FirstOrDefault();
+            if (firstModel is null)
+            {
+                return null;
+            }
+
+            return !string.IsNullOrWhiteSpace(firstModel.Version?.Href)
+                ? firstModel.Version!.Href
+                : firstModel.Versions.FirstOrDefault()?.Href;
+        }
+        catch
+        {
+            return null;
+        }
+    }
+
     public Uri GetAbsoluteUri(string relativeUrl)
     {
         if (string.IsNullOrWhiteSpace(relativeUrl))
@@ -362,6 +400,18 @@ private sealed class CivArchiveDetailPageResponse
         public CivArchiveDetailPageProps? PageProps { get; set; }
     }
 
+    private sealed class CivArchiveSha256PageResponse
+    {
+        [JsonPropertyName("pageProps")]
+        public CivArchiveSha256PageProps? PageProps { get; set; }
+    }
+
+    private sealed class CivArchiveSha256PageProps
+    {
+        [JsonPropertyName("models")]
+        public List<CivArchiveModelDetails> Models { get; set; } = [];
+    }
+
     private sealed class CivArchiveDetailPageProps
     {
         [JsonPropertyName("model")]
diff --git a/StabilityMatrix.Core/Api/ICivArchiveApiClient.cs b/StabilityMatrix.Core/Api/ICivArchiveApiClient.cs
index 48980b824..da2048925 100644
--- a/StabilityMatrix.Core/Api/ICivArchiveApiClient.cs
+++ b/StabilityMatrix.Core/Api/ICivArchiveApiClient.cs
@@ -13,5 +13,18 @@ Task<CivArchiveModelDetailsResponse> GetModelDetailsAsync(
         string relativeUrl,
         CancellationToken cancellationToken = default
     );
+
+    /// <summary>
+    /// Resolve a <c>/sha256/{hash}</c> URL (a File-kind search result) to the canonical
+    /// <c>/models/{id}?modelVersionId={vid}</c> URL of the version that actually contains
+    /// that file. The SHA256 endpoint returns a different shape (linked models array) so
+    /// File-kind results can't be loaded via <see cref="GetModelDetailsAsync"/> directly.
+    /// Returns null when the hash isn't linked to any model.
+    /// </summary>
+    Task<string?> ResolveFileUrlAsync(
+        string sha256RelativeUrl,
+        CancellationToken cancellationToken = default
+    );
+
     Uri GetAbsoluteUri(string relativeUrl);
 }
diff --git a/StabilityMatrix.Tests/Core/CivArchiveApiClientTests.cs b/StabilityMatrix.Tests/Core/CivArchiveApiClientTests.cs
index 845904017..58af2d9c3 100644
--- a/StabilityMatrix.Tests/Core/CivArchiveApiClientTests.cs
+++ b/StabilityMatrix.Tests/Core/CivArchiveApiClientTests.cs
@@ -153,6 +153,51 @@ public async Task GetModelDetailsAsync_ParsesFilesMirrorsAndSha256()
         Assert.IsTrue(response.Model.Version?.Files[0].IsPrimary);
     }
 
+    [TestMethod]
+    public async Task ResolveFileUrlAsync_ReturnsLinkedVersionHref()
+    {
+        // /sha256/{hash} returns pageProps.models[] (plural) with full model data inside,
+        // including version.href — which is the canonical URL we want to navigate to.
+        const string sha256Json = """
+            {"pageProps":{"id":"file-1","models":[{"id":878387,"name":"Stable Diffusion 3.5 Large","type":"Checkpoint","versions":[{"id":983602,"name":"Workflow","href":"/models/878387?modelVersionId=983602"}],"version":{"id":983309,"name":"Large","base_model":"SD 3.5 Large","href":"/models/878387?modelVersionId=983309"}}]}}
+            """;
+
+        var responses = new Queue<HttpResponseMessage>(
+            [
+                CreateJsonResponse("""<html><script>{"buildId":"test-build"}</script></html>""", "text/html"),
+                CreateJsonResponse(sha256Json),
+            ]
+        );
+
+        var client = CreateClient(new RecordingHandler((_, _) => responses.Dequeue()));
+        var resolved = await client.ResolveFileUrlAsync(
+            "/sha256/ffef7a279d9134626e6ce0d494fba84fc1c7e720b3c7df2d19a09dc3796d8f93"
+        );
+
+        // Prefer version.href (the version that actually contains this file) over versions[0].href.
+        Assert.AreEqual("/models/878387?modelVersionId=983309", resolved);
+    }
+
+    [TestMethod]
+    public async Task ResolveFileUrlAsync_NoLinkedModel_ReturnsNull()
+    {
+        // Orphaned hash with no linked models → should return null so the caller can
+        // fall back to opening the URL externally instead of navigating to a dead page.
+        const string sha256Json = """{"pageProps":{"id":"file-2","models":[]}}""";
+
+        var responses = new Queue<HttpResponseMessage>(
+            [
+                CreateJsonResponse("""<html><script>{"buildId":"test-build"}</script></html>""", "text/html"),
+                CreateJsonResponse(sha256Json),
+            ]
+        );
+
+        var client = CreateClient(new RecordingHandler((_, _) => responses.Dequeue()));
+        var resolved = await client.ResolveFileUrlAsync("/sha256/abc");
+
+        Assert.IsNull(resolved);
+    }
+
     private static ICivArchiveApiClient CreateClient(HttpMessageHandler handler)
     {
         var httpClientFactory = Substitute.For<IHttpClientFactory>();

From b0afda982aa24ec5ac1f652f7ddaaa895633d510 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 26 Apr 2026 15:13:20 -0700
Subject: [PATCH 151/218] Implement ResolveFileUrlAsync on
 TestCivArchiveApiClient (UITests fake)

The new ICivArchiveApiClient.ResolveFileUrlAsync method needs an
implementation on the UITests fake too. Maps the seeded /sha256/abc123
File-kind result to its sibling /models/1?modelVersionId=11 version so
UI tests covering File-kind clicks have a deterministic resolution.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../Fakes/TestCivArchiveApiClient.cs                 | 12 ++++++++++++
 1 file changed, 12 insertions(+)

diff --git a/StabilityMatrix.UITests/Fakes/TestCivArchiveApiClient.cs b/StabilityMatrix.UITests/Fakes/TestCivArchiveApiClient.cs
index 002024f0c..b7600b1a3 100644
--- a/StabilityMatrix.UITests/Fakes/TestCivArchiveApiClient.cs
+++ b/StabilityMatrix.UITests/Fakes/TestCivArchiveApiClient.cs
@@ -135,5 +135,17 @@ public Task<CivArchiveModelDetailsResponse> GetModelDetailsAsync(
         );
     }
 
+    public Task<string?> ResolveFileUrlAsync(
+        string sha256RelativeUrl,
+        CancellationToken cancellationToken = default
+    )
+    {
+        // Map our seeded test file to the matching test version. Anything else returns null
+        // so the caller falls back to opening the URL externally.
+        return Task.FromResult<string?>(
+            sha256RelativeUrl == "/sha256/abc123" ? "/models/1?modelVersionId=11" : null
+        );
+    }
+
     public Uri GetAbsoluteUri(string relativeUrl) => new($"https://civarchive.com{relativeUrl}");
 }

From 34c054b7d9f0995b3ac20d61c5675df22cc921ed Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 26 Apr 2026 15:17:44 -0700
Subject: [PATCH 152/218] Distinguish per-file mirror buttons by repo path
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Popular files can have dozens of mirrors with the same source label —
DreamShaper 8 has 93 different HuggingFace user repos hosting the
exact same hash. Showing 93 buttons all reading "huggingface" was
useless.

Add CivArchiveFileMirror.ShortIdentifier — extracts the first two URL
path segments (user/repo for HF, similar shape for ModelScope) —
and render it as a muted secondary label next to the source. Full URL
is now in the tooltip. MaxWidth=240 + ellipsis keeps the row tidy
even with longer paths.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../Views/CivArchiveDetailsPage.axaml         | 10 ++++++-
 .../Api/CivArchive/CivArchiveModelDetails.cs  | 27 +++++++++++++++++++
 2 files changed, 36 insertions(+), 1 deletion(-)

diff --git a/StabilityMatrix.Avalonia/Views/CivArchiveDetailsPage.axaml b/StabilityMatrix.Avalonia/Views/CivArchiveDetailsPage.axaml
index d4a87d661..b19f62bf5 100644
--- a/StabilityMatrix.Avalonia/Views/CivArchiveDetailsPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/CivArchiveDetailsPage.axaml
@@ -822,18 +822,26 @@
                                                         <ItemsRepeater.ItemTemplate>
                                                             <DataTemplate DataType="{x:Type civArchive:CivArchiveFileMirror}">
                                                                 <Button
+                                                                    MaxWidth="240"
                                                                     Padding="8,3"
                                                                     Command="{Binding #Root.((checkpointBrowser:CivArchiveDetailsPageViewModel)DataContext).DownloadFromMirrorCommand}"
                                                                     CommandParameter="{Binding .}"
                                                                     CornerRadius="4"
                                                                     FontSize="12"
-                                                                    ToolTip.Tip="Download from this mirror">
+                                                                    ToolTip.Tip="{Binding Url}">
                                                                     <StackPanel Orientation="Horizontal" Spacing="6">
                                                                         <avalonia:Icon
                                                                             VerticalAlignment="Center"
                                                                             FontSize="10"
                                                                             Value="fa-solid fa-download" />
                                                                         <TextBlock VerticalAlignment="Center" Text="{Binding Source}" />
+                                                                        <TextBlock
+                                                                            VerticalAlignment="Center"
+                                                                            FontSize="11"
+                                                                            Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                                            IsVisible="{Binding ShortIdentifier, Converter={x:Static StringConverters.IsNotNullOrEmpty}}"
+                                                                            Text="{Binding ShortIdentifier}"
+                                                                            TextTrimming="CharacterEllipsis" />
                                                                     </StackPanel>
                                                                 </Button>
                                                             </DataTemplate>
diff --git a/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveModelDetails.cs b/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveModelDetails.cs
index 0164a428d..4f9d5fafe 100644
--- a/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveModelDetails.cs
+++ b/StabilityMatrix.Core/Models/Api/CivArchive/CivArchiveModelDetails.cs
@@ -259,6 +259,33 @@ public class CivArchiveFileMirror
 
     [JsonPropertyName("is_paid")]
     public bool IsPaid { get; set; }
+
+    /// <summary>
+    /// Short identifier extracted from the mirror URL — e.g. <c>user/repo</c> for HuggingFace
+    /// or the host's first path segment for other mirrors. Used as a secondary label so
+    /// 93 different "huggingface" mirrors of the same hash become distinguishable. Returns
+    /// null when the URL is missing or doesn't yield anything more specific than the source.
+    /// </summary>
+    [JsonIgnore]
+    public string? ShortIdentifier
+    {
+        get
+        {
+            if (string.IsNullOrWhiteSpace(Url))
+                return null;
+
+            if (!Uri.TryCreate(Url, UriKind.Absolute, out var uri))
+                return null;
+
+            var segments = uri.AbsolutePath.Trim('/').Split('/', StringSplitOptions.RemoveEmptyEntries);
+            if (segments.Length == 0)
+                return null;
+
+            // HuggingFace URLs are /{user}/{repo}/resolve/{branch}/{file}; we want user/repo.
+            // ModelScope is similar. Anything else: fall back to the first 2 path segments.
+            return segments.Length >= 2 ? $"{segments[0]}/{segments[1]}" : segments[0];
+        }
+    }
 }
 
 public class CivArchiveModelImage

From f5bf41130c4f57bae49fcfc5dcbb6c8de0cc8dd3 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 26 Apr 2026 15:25:05 -0700
Subject: [PATCH 153/218] Card image: blur-fill behind a uniform-fit foreground
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Portrait source images were getting cropped by UniformToFill (chins /
hands cut off), but switching to Uniform would letterbox wide images
in the otherwise-square card slot. Add a two-layer pattern: the same
image at UniformToFill with a BlurEffect fills the slot edge-to-edge
behind a Uniform foreground that always shows the full image. No
crop, no empty bars — the blurred edges feel like a natural extension
of the picture.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../Views/CivArchiveBrowserPage.axaml           | 17 ++++++++++++++++-
 1 file changed, 16 insertions(+), 1 deletion(-)

diff --git a/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml b/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml
index 61f5f2346..1a6db6364 100644
--- a/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml
@@ -134,11 +134,26 @@
                         </LayoutTransformControl.LayoutTransform>
                         <Grid Width="330" RowDefinitions="300,Auto">
                             <Grid ClipToBounds="True">
+                                <!--
+                                    Two-layer blur-fill so portrait images aren't cropped (Uniform on the
+                                    foreground keeps the whole image visible) but we don't get letterbox
+                                    bars either (the same image, blurred and UniformToFilled, fills the
+                                    leftover space behind it).
+                                -->
                                 <controls:BetterAdvancedImage
                                     CornerRadius="8"
                                     IsVisible="{Binding ImageUrl, Converter={x:Static StringConverters.IsNotNullOrEmpty}}"
                                     Source="{Binding ImageUrl}"
-                                    Stretch="UniformToFill" />
+                                    Stretch="UniformToFill">
+                                    <controls:BetterAdvancedImage.Effect>
+                                        <BlurEffect Radius="24" />
+                                    </controls:BetterAdvancedImage.Effect>
+                                </controls:BetterAdvancedImage>
+                                <controls:BetterAdvancedImage
+                                    CornerRadius="8"
+                                    IsVisible="{Binding ImageUrl, Converter={x:Static StringConverters.IsNotNullOrEmpty}}"
+                                    Source="{Binding ImageUrl}"
+                                    Stretch="Uniform" />
 
                                 <!--  Placeholder when no image  -->
                                 <Border Background="{DynamicResource ControlAltFillColorSecondaryBrush}" IsVisible="{Binding ImageUrl, Converter={x:Static StringConverters.IsNullOrEmpty}}">

From 0ddad70f94f82b08574177ae36047ebc4fa3892a Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 26 Apr 2026 15:32:31 -0700
Subject: [PATCH 154/218] Fit Images toggle: choose between blur-fit and
 crop-fill cards
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Some users prefer the original UniformToFill behavior (sharper, edge-
to-edge fill — at the cost of cropping portrait images) over the new
blur-fit pattern. Add a "Fit Images" ToggleButton next to Hide Installed
and a CivArchiveBrowserFitCardImages setting (default true so the new
behavior is the out-of-box experience).

Card template now has three mutually-exclusive image layers chosen by
the parent VM's FitCardImages flag:
- Fit on (default): blurred UniformToFill background + Uniform foreground
- Fit off: single UniformToFill (original cropped fill)

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../CivArchiveBrowserViewModel.cs             | 16 +++++++++
 .../Views/CivArchiveBrowserPage.axaml         | 36 +++++++++++++++----
 .../Models/Settings/Settings.cs               |  2 ++
 3 files changed, 48 insertions(+), 6 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs
index 2fc707c52..902a7e8e5 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs
@@ -56,6 +56,13 @@ IModelIndexService modelIndexService
     [ObservableProperty]
     private double resizeFactor = 1.0;
 
+    /// <summary>
+    /// True (default) renders card images in Fit mode (whole image visible with a blurred
+    /// edge-fill behind it). False switches to Fill mode (UniformToFill, may crop edges).
+    /// </summary>
+    [ObservableProperty]
+    private bool fitCardImages = true;
+
     public bool IsEndOfResults => HasSearched && TotalHits > 0 && rawResults.Count >= TotalHits;
 
     public bool HasResultCount => HasSearched && TotalHits > 0;
@@ -232,6 +239,15 @@ protected override async Task OnInitialLoadedAsync()
             )
         );
 
+        AddDisposable(
+            settingsManager.RelayPropertyFor(
+                this,
+                vm => vm.FitCardImages,
+                s => s.CivArchiveBrowserFitCardImages,
+                true
+            )
+        );
+
         EventHandler indexHandler = (_, _) => Dispatcher.UIThread.Post(OnLocalModelIndexChanged);
         EventManager.Instance.ModelIndexChanged += indexHandler;
         AddDisposable(Disposable.Create(() => EventManager.Instance.ModelIndexChanged -= indexHandler));
diff --git a/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml b/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml
index 1a6db6364..047543ad9 100644
--- a/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml
@@ -135,14 +135,15 @@
                         <Grid Width="330" RowDefinitions="300,Auto">
                             <Grid ClipToBounds="True">
                                 <!--
-                                    Two-layer blur-fill so portrait images aren't cropped (Uniform on the
-                                    foreground keeps the whole image visible) but we don't get letterbox
-                                    bars either (the same image, blurred and UniformToFilled, fills the
-                                    leftover space behind it).
+                                    Three image layers, mutually-exclusive based on the FitCardImages
+                                    toggle on the parent VM:
+                                    • Fit mode (default): blurred UniformToFill background +
+                                    Uniform foreground (whole image visible, no letterbox).
+                                    • Fill mode: single UniformToFill (may crop edges, original).
                                 -->
                                 <controls:BetterAdvancedImage
                                     CornerRadius="8"
-                                    IsVisible="{Binding ImageUrl, Converter={x:Static StringConverters.IsNotNullOrEmpty}}"
+                                    IsVisible="{Binding $parent[scroll:BetterScrollViewer].((checkpointBrowser:CivArchiveBrowserViewModel)DataContext).FitCardImages, FallbackValue=True, TargetNullValue=True}"
                                     Source="{Binding ImageUrl}"
                                     Stretch="UniformToFill">
                                     <controls:BetterAdvancedImage.Effect>
@@ -151,9 +152,14 @@
                                 </controls:BetterAdvancedImage>
                                 <controls:BetterAdvancedImage
                                     CornerRadius="8"
-                                    IsVisible="{Binding ImageUrl, Converter={x:Static StringConverters.IsNotNullOrEmpty}}"
+                                    IsVisible="{Binding $parent[scroll:BetterScrollViewer].((checkpointBrowser:CivArchiveBrowserViewModel)DataContext).FitCardImages, FallbackValue=True, TargetNullValue=True}"
                                     Source="{Binding ImageUrl}"
                                     Stretch="Uniform" />
+                                <controls:BetterAdvancedImage
+                                    CornerRadius="8"
+                                    IsVisible="{Binding !$parent[scroll:BetterScrollViewer].((checkpointBrowser:CivArchiveBrowserViewModel)DataContext).FitCardImages, FallbackValue=False, TargetNullValue=False}"
+                                    Source="{Binding ImageUrl}"
+                                    Stretch="UniformToFill" />
 
                                 <!--  Placeholder when no image  -->
                                 <Border Background="{DynamicResource ControlAltFillColorSecondaryBrush}" IsVisible="{Binding ImageUrl, Converter={x:Static StringConverters.IsNullOrEmpty}}">
@@ -768,6 +774,24 @@
                     </ToggleButton>
                 </StackPanel>
 
+                <!--  Fit Images toggle: on = whole image with blurred edge fill, off = crop to fill  -->
+                <StackPanel Margin="0,0,4,4" Spacing="2">
+                    <TextBlock
+                        Margin="2,0,0,0"
+                        FontSize="11"
+                        Opacity="0"
+                        Text="." />
+                    <ToggleButton IsChecked="{Binding FitCardImages, Mode=TwoWay}" ToolTip.Tip="Fit: show whole image with blurred edges. Off: crop to fill (may cut off content).">
+                        <StackPanel Orientation="Horizontal" Spacing="6">
+                            <fa:Icon
+                                VerticalAlignment="Center"
+                                FontSize="12"
+                                Value="fa-solid fa-image" />
+                            <TextBlock VerticalAlignment="Center" Text="Fit Images" />
+                        </StackPanel>
+                    </ToggleButton>
+                </StackPanel>
+
                 <!--  Reset filters  -->
                 <StackPanel Margin="0,0,0,4" Spacing="2">
                     <TextBlock
diff --git a/StabilityMatrix.Core/Models/Settings/Settings.cs b/StabilityMatrix.Core/Models/Settings/Settings.cs
index 18e57ad86..3c7e4b55a 100644
--- a/StabilityMatrix.Core/Models/Settings/Settings.cs
+++ b/StabilityMatrix.Core/Models/Settings/Settings.cs
@@ -252,6 +252,8 @@ public IReadOnlyDictionary<string, string> EnvironmentVariables
 
     public double CivArchiveBrowserResizeFactor { get; set; } = 1.0d;
 
+    public bool CivArchiveBrowserFitCardImages { get; set; } = true;
+
     public bool HideEarlyAccessModels { get; set; }
 
     public bool CivitUseDiscoveryApi { get; set; }

From 1c3ecc712e0ef769bac482e683350cb17e57b4bc Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 26 Apr 2026 22:09:30 -0700
Subject: [PATCH 155/218] Image viewer: refresh ImageSource template key before
 navigating
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

ImageSource.TemplateKey defaults to Default when constructed from a URL;
the image viewer's template selector uses that key to pick between the
static-image control and the animated-WebP control. Without the key
being refreshed, animated WebP previews fall through to the static
control and render as "Unsupported format" — which is exactly what
happened when navigating between images with arrow keys.

Same fix the CivitAI flow already applies. Extract a shared
PrepareImageSourceAsync helper that does GetBitmapAsync +
GetOrRefreshTemplateKeyAsync + a defensive try/catch (so a single bad
image doesn't break the whole navigation chain).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../CivArchiveDetailsPageViewModel.cs         | 33 ++++++++++++++++---
 1 file changed, 28 insertions(+), 5 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
index 1e862ab4a..f0ecccd25 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
@@ -418,9 +418,9 @@ private async Task ShowImageDialog(CivArchiveModelImage? image)
         }
 
         var currentIndex = Images.IndexOf(image);
-        var imageSource = new ImageSource(new Uri(image.Url));
-
-        await imageSource.GetBitmapAsync();
+        var imageSource = await PrepareImageSourceAsync(image.Url);
+        if (imageSource is null)
+            return;
 
         var vm = vmFactory.Get<ImageViewerViewModel>();
         vm.ImageSource = imageSource;
@@ -447,8 +447,10 @@ private async Task ShowImageDialog(CivArchiveModelImage? image)
                                 return;
                             }
 
-                            var newSource = new ImageSource(new Uri(newImage.Url));
-                            await newSource.GetBitmapAsync();
+                            var newSource = await PrepareImageSourceAsync(newImage.Url);
+                            if (newSource is null)
+                                return;
+
                             sender.ImageSource = newSource;
                             currentIndex = newIndex;
                         }
@@ -459,6 +461,27 @@ private async Task ShowImageDialog(CivArchiveModelImage? image)
         await vm.GetDialog().ShowAsync();
     }
 
+    /// <summary>
+    /// Build an <see cref="ImageSource"/> ready for the image viewer to render. Critically,
+    /// <see cref="ImageSource.GetOrRefreshTemplateKeyAsync"/> must run before assigning so the
+    /// viewer's template selector picks the right control for animated WebPs vs static images
+    /// — otherwise navigation to certain images shows "Unsupported format".
+    /// </summary>
+    private static async Task<ImageSource?> PrepareImageSourceAsync(string url)
+    {
+        try
+        {
+            var source = new ImageSource(new Uri(url));
+            await source.GetBitmapAsync();
+            await source.GetOrRefreshTemplateKeyAsync();
+            return source;
+        }
+        catch
+        {
+            return null;
+        }
+    }
+
     [RelayCommand]
     private async Task SelectVersion(CivArchiveVersionReference? versionRef)
     {

From b6f12d3f9aeb65ed521e5aa18c30942244253f21 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 26 Apr 2026 22:19:47 -0700
Subject: [PATCH 156/218] Surface "no download available" when downloadUris is
 empty
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

ExecuteDownloadAsync silently returned when the resolved URI list was
empty (every mirror was gated/paid, or the file had no DownloadUrl on
any source). The user saw the button briefly disable while the async
method ran, then re-enable, with zero feedback — matching the report
of "button went grey but nothing happened".

Now shows a clear "No download available" notification explaining why
nothing happened. Split out from the Model-is-null guard since that's
not a user-facing condition.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../CivArchiveDetailsPageViewModel.cs                 | 11 ++++++++++-
 1 file changed, 10 insertions(+), 1 deletion(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
index f0ecccd25..8f35f273a 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
@@ -663,8 +663,17 @@ private async Task ExecuteDownloadAsync(
         string? sourceLabel
     )
     {
-        if (downloadUris.Count == 0 || Model is null)
+        if (Model is null)
+            return;
+
+        if (downloadUris.Count == 0)
+        {
+            notificationService.Show(
+                "No download available",
+                "This file has no usable download URL — every mirror was either missing or gated/paid."
+            );
             return;
+        }
 
         if (!settingsManager.IsLibraryDirSet)
         {

From cab41cc11a213ff1e957d2fab11e82566d93398e Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 27 Apr 2026 00:06:16 -0700
Subject: [PATCH 157/218] Image viewer: construct ImageSource from bitmap to
 bypass Task binding race
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

The viewer's template selector binds to ImageSource.TemplateKey via a
Task-based async binding (TemplateKeyAsync^). On the first read the
Task is pending and the binding returns default(ImageSourceTemplateType)
= Default, which is mapped to a "Unsupported Format" text template.
The selector doesn't re-pick when the Task completes later, so the
"unsupported" text sticks around even though TemplateKey eventually
resolved to Image.

The previous fix (await GetOrRefreshTemplateKeyAsync before assigning)
didn't help because TemplateKeyAsync returns a *fresh* Task on every
access — pre-resolving the underlying field still goes through a new
Task at binding time.

Switch to ImageSource's bitmap-only constructor, which sets
TemplateKey = Image synchronously in the ctor body. AdvancedImageBox
renders the decoded bitmap regardless of whether the bytes were JPEG,
PNG, or WebP, which is exactly what we need for CivArchive's
extensionless CDN URLs (img.genur.art/sig/.../base64).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../CivArchiveDetailsPageViewModel.cs         | 19 +++++++++++--------
 1 file changed, 11 insertions(+), 8 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
index 8f35f273a..48e71258e 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
@@ -462,19 +462,22 @@ private async Task ShowImageDialog(CivArchiveModelImage? image)
     }
 
     /// <summary>
-    /// Build an <see cref="ImageSource"/> ready for the image viewer to render. Critically,
-    /// <see cref="ImageSource.GetOrRefreshTemplateKeyAsync"/> must run before assigning so the
-    /// viewer's template selector picks the right control for animated WebPs vs static images
-    /// — otherwise navigation to certain images shows "Unsupported format".
+    /// Build an <see cref="ImageSource"/> ready for the image viewer to render.
+    /// The viewer's template selector keys off <c>ImageSource.TemplateKey</c>; if that's
+    /// <c>Default</c>, the selector renders the literal "Unsupported Format" text. The
+    /// URL-construction path leaves TemplateKey as Default until a Task-based binding
+    /// resolves it, which races with the viewer's first paint on extensionless CivArchive
+    /// CDN URLs (e.g. <c>img.genur.art/sig/.../base64</c>). Use the bitmap-only constructor
+    /// instead — it sets TemplateKey to Image synchronously, which the AdvancedImageBox
+    /// can render whether the bytes were JPEG, PNG, or WebP.
     /// </summary>
     private static async Task<ImageSource?> PrepareImageSourceAsync(string url)
     {
         try
         {
-            var source = new ImageSource(new Uri(url));
-            await source.GetBitmapAsync();
-            await source.GetOrRefreshTemplateKeyAsync();
-            return source;
+            var loader = new ImageSource(new Uri(url));
+            var bitmap = await loader.GetBitmapAsync();
+            return bitmap is not null ? new ImageSource(bitmap) { RemoteUrl = new Uri(url) } : null;
         }
         catch
         {

From 6454d50a718fa475d73b50f28b95456524c7957d Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Tue, 28 Apr 2026 19:52:56 -0700
Subject: [PATCH 158/218] Fix CivArchive download startup delay

---
 .../Services/ModelImportService.cs            | 26 ++++--
 .../CivArchiveDetailsPageViewModel.cs         | 15 +++-
 .../CivArchiveBrowserViewModelTests.cs        | 58 +++++++++++++
 .../Avalonia/ModelImportServiceTests.cs       | 85 +++++++++++++++++++
 4 files changed, 174 insertions(+), 10 deletions(-)
 create mode 100644 StabilityMatrix.Tests/Avalonia/ModelImportServiceTests.cs

diff --git a/StabilityMatrix.Avalonia/Services/ModelImportService.cs b/StabilityMatrix.Avalonia/Services/ModelImportService.cs
index 236842b84..f782f4356 100644
--- a/StabilityMatrix.Avalonia/Services/ModelImportService.cs
+++ b/StabilityMatrix.Avalonia/Services/ModelImportService.cs
@@ -299,7 +299,9 @@ public async Task DoCustomImport(
 
         var downloadPath = downloadFolder.JoinFile(modelBaseFileName + modelFileExtension);
 
-        // Save model info and preview image first if available
+        // Save model info first if available. Preview image downloads can be slow
+        // or hosted on flaky third-party mirrors, so start the model download before
+        // fetching the preview in the background.
         var cleanupFilePaths = new List<string>();
         if (connectedModelInfo is not null)
         {
@@ -308,6 +310,8 @@ public async Task DoCustomImport(
                 downloadFolder.JoinFile(modelBaseFileName + ConnectedModelInfo.FileExtension)
             );
         }
+
+        FilePath? previewImageDownloadPath = null;
         if (previewImageUri is not null)
         {
             if (previewImageFileExtension is null)
@@ -321,15 +325,10 @@ public async Task DoCustomImport(
                 }
             }
 
-            var previewImageDownloadPath = downloadFolder.JoinFile(
+            previewImageDownloadPath = downloadFolder.JoinFile(
                 modelBaseFileName + ".preview" + previewImageFileExtension
             );
 
-            await notificationService.TryAsync(
-                downloadService.DownloadToFileAsync(previewImageUri.ToString(), previewImageDownloadPath),
-                "Could not download preview image"
-            );
-
             cleanupFilePaths.Add(previewImageDownloadPath);
         }
 
@@ -351,6 +350,19 @@ await notificationService.TryAsync(
         // download.ContextAction = CivitPostDownloadContextAction.FromCivitFile(modelFile);
 
         await trackedDownloadService.TryStartDownload(download);
+
+        if (previewImageUri is not null && previewImageDownloadPath is not null)
+        {
+            DownloadPreviewImageAsync(previewImageUri, previewImageDownloadPath).SafeFireAndForget();
+        }
+    }
+
+    private async Task DownloadPreviewImageAsync(Uri previewImageUri, FilePath previewImageDownloadPath)
+    {
+        await notificationService.TryAsync(
+            downloadService.DownloadToFileAsync(previewImageUri.ToString(), previewImageDownloadPath),
+            "Could not download preview image"
+        );
     }
 
     private string GenerateUniqueFileName(string folder, string fileName)
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
index 48e71258e..d84c50186 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveDetailsPageViewModel.cs
@@ -310,7 +310,7 @@ private void PopulateVersionData(CivArchiveModelVersion? version)
         HasDownloadUrl = GetDownloadUris(version).Count > 0;
 
         Images.Clear();
-        foreach (var image in version?.Images.Where(i => !string.IsNullOrWhiteSpace(i.Url)) ?? [])
+        foreach (var image in version?.Images.Where(IsUsableImage) ?? [])
         {
             Images.Add(image);
         }
@@ -689,7 +689,7 @@ private async Task ExecuteDownloadAsync(
 
         Uri? previewImageUri = null;
         string? previewImageExtension = null;
-        var firstImage = version.Images.FirstOrDefault(i => !string.IsNullOrWhiteSpace(i.Url));
+        var firstImage = version.Images.FirstOrDefault(IsUsableImage);
         if (firstImage?.Url is not null)
         {
             previewImageUri = new Uri(firstImage.Url);
@@ -879,7 +879,7 @@ string sourceUrl
             ImportedAt = DateTimeOffset.UtcNow,
             Hashes = new CivitFileHashes { SHA256 = primaryFile?.Sha256 },
             TrainedWords = version.Trigger.ToArray(),
-            ThumbnailImageUrl = version.Images.FirstOrDefault(i => !string.IsNullOrWhiteSpace(i.Url))?.Url,
+            ThumbnailImageUrl = version.Images.FirstOrDefault(IsUsableImage)?.Url,
             Source = ConnectedModelSource.CivArchive,
             SourceUrl = sourceUrl,
             Stats = new CivitModelStats
@@ -893,6 +893,15 @@ string sourceUrl
         };
     }
 
+    private static bool IsUsableImage(CivArchiveModelImage image)
+    {
+        return !string.IsNullOrWhiteSpace(image.Url)
+            && (
+                string.IsNullOrWhiteSpace(image.Type)
+                || string.Equals(image.Type, "image", StringComparison.OrdinalIgnoreCase)
+            );
+    }
+
     [RelayCommand]
     private void OpenVersionMirror(CivArchiveVersionMirror? mirror)
     {
diff --git a/StabilityMatrix.Tests/Avalonia/CivArchiveBrowserViewModelTests.cs b/StabilityMatrix.Tests/Avalonia/CivArchiveBrowserViewModelTests.cs
index 3a0225fff..aff9bf68b 100644
--- a/StabilityMatrix.Tests/Avalonia/CivArchiveBrowserViewModelTests.cs
+++ b/StabilityMatrix.Tests/Avalonia/CivArchiveBrowserViewModelTests.cs
@@ -274,6 +274,64 @@ public async Task DownloadModel_UsesFileMirrorUrlWhenDirectUrlIsMissing()
         Assert.AreEqual("https://example.org/mirror/mirror-only.safetensors", capturedUris?[0].ToString());
     }
 
+    [TestMethod]
+    public async Task DownloadModel_UsesImagePreviewAndSkipsVideoMedia()
+    {
+        var apiClient = Substitute.For<ICivArchiveApiClient>();
+        var modelImportService = Substitute.For<IModelImportService>();
+        var settingsManager = Substitute.For<ISettingsManager>();
+        var model = CreateDetailsModel(
+            new CivArchiveModelFile
+            {
+                Name = "model.safetensors",
+                DownloadUrl = "https://example.org/download/model.safetensors",
+                IsPrimary = true,
+            }
+        );
+        model.Version!.Images =
+        [
+            new CivArchiveModelImage { Url = "https://c.genur.art/video-id", Type = "video" },
+            new CivArchiveModelImage
+            {
+                Url = "https://img.genur.art/sig/width:450/quality:85/image-id",
+                Type = "image",
+            },
+        ];
+
+        Uri? capturedPreviewUri = null;
+
+        apiClient
+            .GetModelDetailsAsync(Arg.Any<string>(), Arg.Any<CancellationToken>())
+            .Returns(new CivArchiveModelDetailsResponse { Model = model });
+        apiClient.GetAbsoluteUri(Arg.Any<string>()).Returns(call => new Uri(call.Arg<string>()));
+        settingsManager.IsLibraryDirSet.Returns(true);
+        settingsManager.ModelsDirectory.Returns(Path.GetTempPath());
+        modelImportService
+            .DoCustomImport(
+                Arg.Any<IEnumerable<Uri>>(),
+                Arg.Any<string>(),
+                Arg.Any<DirectoryPath>(),
+                Arg.Do<Uri?>(uri => capturedPreviewUri = uri),
+                Arg.Any<string?>(),
+                Arg.Any<ConnectedModelInfo?>(),
+                Arg.Any<Action<TrackedDownload>?>()
+            )
+            .Returns(Task.CompletedTask);
+
+        var vm = CreateDetailsViewModel(apiClient, modelImportService, settingsManager);
+        vm.RelativeUrl = "/models/1?modelVersionId=2";
+
+        await vm.OnLoadedAsync();
+        await vm.DownloadModelCommand.ExecuteAsync(null);
+
+        Assert.AreEqual(1, vm.Images.Count);
+        Assert.AreEqual("https://img.genur.art/sig/width:450/quality:85/image-id", vm.Images[0].Url);
+        Assert.AreEqual(
+            "https://img.genur.art/sig/width:450/quality:85/image-id",
+            capturedPreviewUri?.ToString()
+        );
+    }
+
     [TestMethod]
     public void ParseSearchQuery_PlainQuery_ReturnsQueryOnly()
     {
diff --git a/StabilityMatrix.Tests/Avalonia/ModelImportServiceTests.cs b/StabilityMatrix.Tests/Avalonia/ModelImportServiceTests.cs
new file mode 100644
index 000000000..269dfc628
--- /dev/null
+++ b/StabilityMatrix.Tests/Avalonia/ModelImportServiceTests.cs
@@ -0,0 +1,85 @@
+using Avalonia.Controls.Notifications;
+using NSubstitute;
+using StabilityMatrix.Avalonia.Services;
+using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.FileInterfaces;
+using StabilityMatrix.Core.Models.Progress;
+using StabilityMatrix.Core.Services;
+
+namespace StabilityMatrix.Tests.Avalonia;
+
+[TestClass]
+public class ModelImportServiceTests
+{
+    [TestMethod]
+    public async Task DoCustomImport_StartsTrackedDownloadBeforePreviewDownloadCompletes()
+    {
+        var downloadService = Substitute.For<IDownloadService>();
+        var notificationService = Substitute.For<INotificationService>();
+        var trackedDownloadService = Substitute.For<ITrackedDownloadService>();
+        var service = new ModelImportService(downloadService, notificationService, trackedDownloadService);
+
+        var tempDir = Directory.CreateTempSubdirectory();
+        var modelUri = new Uri("https://example.org/model.safetensors");
+        var previewUri = new Uri("https://example.org/preview.webp");
+        var previewDownload = new TaskCompletionSource(TaskCreationOptions.RunContinuationsAsynchronously);
+        var trackedDownload = new TrackedDownload
+        {
+            Id = Guid.NewGuid(),
+            SourceUrl = modelUri,
+            DownloadDirectory = new DirectoryPath(tempDir.FullName),
+            FileName = "model.safetensors",
+            TempFileName = "model.safetensors.tmp",
+        };
+
+        try
+        {
+            downloadService
+                .DownloadToFileAsync(
+                    previewUri.ToString(),
+                    Arg.Any<string>(),
+                    Arg.Any<IProgress<ProgressReport>?>(),
+                    Arg.Any<string?>(),
+                    Arg.Any<CancellationToken>()
+                )
+                .Returns(previewDownload.Task);
+
+            notificationService
+                .TryAsync(Arg.Any<Task>(), Arg.Any<string>(), Arg.Any<string?>(), Arg.Any<NotificationType>())
+                .Returns(call => AwaitTask(call.Arg<Task>()));
+
+            trackedDownloadService.NewDownload(modelUri, Arg.Any<FilePath>()).Returns(trackedDownload);
+            trackedDownloadService.TryStartDownload(trackedDownload).Returns(Task.CompletedTask);
+
+            var importTask = service.DoCustomImport(
+                [modelUri],
+                "model.safetensors",
+                new DirectoryPath(tempDir.FullName),
+                previewUri,
+                ".webp"
+            );
+
+            var completedTask = await Task.WhenAny(importTask, Task.Delay(TimeSpan.FromSeconds(1)));
+
+            Assert.AreSame(
+                importTask,
+                completedTask,
+                "The model import should not wait for preview image download completion."
+            );
+
+            await trackedDownloadService.Received(1).TryStartDownload(trackedDownload);
+            Assert.IsFalse(previewDownload.Task.IsCompleted);
+        }
+        finally
+        {
+            previewDownload.TrySetResult();
+            tempDir.Delete(recursive: true);
+        }
+    }
+
+    private static async Task<TaskResult<bool>> AwaitTask(Task task)
+    {
+        await task;
+        return new TaskResult<bool>(true);
+    }
+}

From 618df3557eddebd48a99ff979312e553d0ae0450 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 29 Apr 2026 18:07:49 -0700
Subject: [PATCH 159/218] Support UNet-only text-to-image workflows

---
 CHANGELOG.md                                  |   1 +
 .../Extensions/ComfyNodeBuilderExtensions.cs  | 311 +++++++++---------
 .../Models/Inference/LatentType.cs            |   3 +-
 .../InferenceTextToImageViewModel.cs          |  23 +-
 .../Inference/ModelCardViewModel.cs           |   5 +-
 .../Inference/SamplerCardViewModel.cs         |  22 +-
 .../Models/Api/Comfy/ComfySampler.cs          |   4 +-
 .../Api/Comfy/Nodes/ComfyNodeBuilder.cs       |  24 ++
 8 files changed, 230 insertions(+), 163 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 688a2e5a9..4c5e9a9fc 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -12,6 +12,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - The CivitAI base model type filter now uses CivitAI's official `/api/v1/enums` endpoint, with fallbacks to the previous technique and a built-in list, so the filter stays populated even if the CivitAI response format changes or the service is unreachable
 ### Fixed
 - Fixed CivitAI model browsing breaking during Discovery API outages — the browser now falls back to the direct CivitAI API when Discovery returns a server error, authentication failure, or times out
+- Fixed UNet-only text-to-image inference for newer ComfyUI workflows such as Anima and Flux2 by supporting single text encoder UNet workflows, Flux2 latent/scheduler nodes, and the standard negative prompt conditioning path
 - Fixed SwarmUI user settings (theme, output format, server configuration, etc.) and any user-added backend entries being overwritten when the install flow ran over an existing install — `Settings.fds` and `Backends.fds` are now merged with their existing contents instead of being rewritten from a stale template
 
 ## v2.16.0-dev.3
diff --git a/StabilityMatrix.Avalonia/Extensions/ComfyNodeBuilderExtensions.cs b/StabilityMatrix.Avalonia/Extensions/ComfyNodeBuilderExtensions.cs
index ca5738eb6..2ff00ea49 100644
--- a/StabilityMatrix.Avalonia/Extensions/ComfyNodeBuilderExtensions.cs
+++ b/StabilityMatrix.Avalonia/Extensions/ComfyNodeBuilderExtensions.cs
@@ -24,50 +24,56 @@ public static void SetupEmptyLatentSource(
     {
         var primaryNodeConnection = latentType switch
         {
-            LatentType.Default
-                => builder
-                    .Nodes.AddTypedNode(
-                        new ComfyNodeBuilder.EmptyLatentImage
-                        {
-                            Name = "EmptyLatentImage",
-                            BatchSize = batchSize,
-                            Height = height,
-                            Width = width
-                        }
-                    )
-                    .Output,
-            LatentType.Sd3
-                => builder
-                    .Nodes.AddTypedNode(
-                        new ComfyNodeBuilder.EmptySD3LatentImage
-                        {
-                            Name = builder.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.EmptySD3LatentImage)),
-                            BatchSize = batchSize,
-                            Height = height,
-                            Width = width
-                        }
-                    )
-                    .Output,
-            LatentType.Hunyuan
-                => builder
-                    .Nodes.AddTypedNode(
-                        new ComfyNodeBuilder.EmptyHunyuanLatentVideo
-                        {
-                            Name = builder.Nodes.GetUniqueName(
-                                nameof(ComfyNodeBuilder.EmptyHunyuanLatentVideo)
+            LatentType.Default => builder
+                .Nodes.AddTypedNode(
+                    new ComfyNodeBuilder.EmptyLatentImage
+                    {
+                        Name = "EmptyLatentImage",
+                        BatchSize = batchSize,
+                        Height = height,
+                        Width = width,
+                    }
+                )
+                .Output,
+            LatentType.Sd3 => builder
+                .Nodes.AddTypedNode(
+                    new ComfyNodeBuilder.EmptySD3LatentImage
+                    {
+                        Name = builder.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.EmptySD3LatentImage)),
+                        BatchSize = batchSize,
+                        Height = height,
+                        Width = width,
+                    }
+                )
+                .Output,
+            LatentType.Flux2 => builder
+                .Nodes.AddTypedNode(
+                    new ComfyNodeBuilder.EmptyFlux2LatentImage
+                    {
+                        Name = builder.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.EmptyFlux2LatentImage)),
+                        BatchSize = batchSize,
+                        Height = height,
+                        Width = width,
+                    }
+                )
+                .Output,
+            LatentType.Hunyuan => builder
+                .Nodes.AddTypedNode(
+                    new ComfyNodeBuilder.EmptyHunyuanLatentVideo
+                    {
+                        Name = builder.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.EmptyHunyuanLatentVideo)),
+                        BatchSize = batchSize,
+                        Height = height,
+                        Width = width,
+                        Length =
+                            length
+                            ?? throw new ValidationException(
+                                "Length cannot be null when latentType is Hunyuan"
                             ),
-                            BatchSize = batchSize,
-                            Height = height,
-                            Width = width,
-                            Length =
-                                length
-                                ?? throw new ValidationException(
-                                    "Length cannot be null when latentType is Hunyuan"
-                                )
-                        }
-                    )
-                    .Output,
-            _ => throw new ArgumentOutOfRangeException(nameof(latentType), latentType, null)
+                    }
+                )
+                .Output,
+            _ => throw new ArgumentOutOfRangeException(nameof(latentType), latentType, null),
         };
 
         builder.Connections.Primary = primaryNodeConnection;
@@ -84,7 +90,7 @@ public static void SetupEmptyLatentSource(
                         Samples = builder.GetPrimaryAsLatent(),
                         // remote expects a 0-based index, vm is 1-based
                         BatchIndex = batchIndex.Value - 1,
-                        Length = 1
+                        Length = 1,
                     }
                 )
                 .Output;
@@ -121,7 +127,7 @@ public static void SetupImagePrimarySource(
                     {
                         Name = builder.Nodes.GetUniqueName("RepeatLatentBatch"),
                         Samples = builder.GetPrimaryAsLatent(),
-                        Amount = builder.Connections.BatchSize
+                        Amount = builder.Connections.BatchSize,
                     }
                 )
                 .Output;
@@ -138,7 +144,7 @@ public static void SetupImagePrimarySource(
                         Samples = builder.GetPrimaryAsLatent(),
                         // remote expects a 0-based index, vm is 1-based
                         BatchIndex = batchIndex.Value - 1,
-                        Length = 1
+                        Length = 1,
                     }
                 )
                 .Output;
@@ -166,7 +172,7 @@ public static void SetupImagePrimarySourceWithMask(
             new ComfyNodeBuilder.LoadImage
             {
                 Name = builder.Nodes.GetUniqueName("LoadImage"),
-                Image = sourceImageRelativePath
+                Image = sourceImageRelativePath,
             }
         );
 
@@ -176,7 +182,7 @@ public static void SetupImagePrimarySourceWithMask(
             {
                 Name = builder.Nodes.GetUniqueName("LoadMask"),
                 Image = maskImageRelativePath,
-                Channel = "red"
+                Channel = "red",
             }
         );
 
@@ -190,7 +196,7 @@ public static void SetupImagePrimarySourceWithMask(
                 {
                     Name = builder.Nodes.GetUniqueName("VAEEncode"),
                     Pixels = loadImage.Output1,
-                    Vae = builder.Connections.GetDefaultVAE()
+                    Vae = builder.Connections.GetDefaultVAE(),
                 }
             )
             .Output;
@@ -202,7 +208,7 @@ public static void SetupImagePrimarySourceWithMask(
                 {
                     Name = builder.Nodes.GetUniqueName("SetLatentNoiseMask"),
                     Samples = builder.GetPrimaryAsLatent(),
-                    Mask = loadMask.Output
+                    Mask = loadMask.Output,
                 }
             )
             .Output;
@@ -216,7 +222,7 @@ public static void SetupImagePrimarySourceWithMask(
                     {
                         Name = builder.Nodes.GetUniqueName("RepeatLatentBatch"),
                         Samples = builder.GetPrimaryAsLatent(),
-                        Amount = builder.Connections.BatchSize
+                        Amount = builder.Connections.BatchSize,
                     }
                 )
                 .Output;
@@ -233,7 +239,7 @@ public static void SetupImagePrimarySourceWithMask(
                         Samples = builder.GetPrimaryAsLatent(),
                         // remote expects a 0-based index, vm is 1-based
                         BatchIndex = batchIndex.Value - 1,
-                        Length = 1
+                        Length = 1,
                     }
                 )
                 .Output;
@@ -260,7 +266,7 @@ public static string SetupOutputImage(this ComfyNodeBuilder builder)
             new ComfyNodeBuilder.PreviewImage
             {
                 Name = builder.Nodes.GetUniqueName("SaveImage"),
-                Images = image
+                Images = image,
             }
         );
 
@@ -288,112 +294,107 @@ public static void SetupPlasmaLatentSource(
     {
         var primaryNodeConnection = noiseType switch
         {
-            NoiseType.Plasma
-                => builder
-                    .Nodes.AddTypedNode(
-                        new ComfyNodeBuilder.PlasmaNoise
-                        {
-                            Name = builder.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.PlasmaNoise)),
-                            Height = height,
-                            Width = width,
-                            Seed = seed,
-                            ValueMin = valueMin,
-                            ValueMax = valueMax,
-                            RedMin = redMin,
-                            RedMax = redMax,
-                            GreenMin = greenMin,
-                            GreenMax = greenMax,
-                            BlueMin = blueMin,
-                            BlueMax = blueMax,
-                            Turbulence = turbulence,
-                        }
-                    )
-                    .Output,
+            NoiseType.Plasma => builder
+                .Nodes.AddTypedNode(
+                    new ComfyNodeBuilder.PlasmaNoise
+                    {
+                        Name = builder.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.PlasmaNoise)),
+                        Height = height,
+                        Width = width,
+                        Seed = seed,
+                        ValueMin = valueMin,
+                        ValueMax = valueMax,
+                        RedMin = redMin,
+                        RedMax = redMax,
+                        GreenMin = greenMin,
+                        GreenMax = greenMax,
+                        BlueMin = blueMin,
+                        BlueMax = blueMax,
+                        Turbulence = turbulence,
+                    }
+                )
+                .Output,
 
-            NoiseType.Random
-                => builder
-                    .Nodes.AddTypedNode(
-                        new ComfyNodeBuilder.RandNoise
-                        {
-                            Name = builder.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.RandNoise)),
-                            Height = height,
-                            Width = width,
-                            Seed = seed,
-                            ValueMin = valueMin,
-                            ValueMax = valueMax,
-                            RedMin = redMin,
-                            RedMax = redMax,
-                            GreenMin = greenMin,
-                            GreenMax = greenMax,
-                            BlueMin = blueMin,
-                            BlueMax = blueMax
-                        }
-                    )
-                    .Output,
+            NoiseType.Random => builder
+                .Nodes.AddTypedNode(
+                    new ComfyNodeBuilder.RandNoise
+                    {
+                        Name = builder.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.RandNoise)),
+                        Height = height,
+                        Width = width,
+                        Seed = seed,
+                        ValueMin = valueMin,
+                        ValueMax = valueMax,
+                        RedMin = redMin,
+                        RedMax = redMax,
+                        GreenMin = greenMin,
+                        GreenMax = greenMax,
+                        BlueMin = blueMin,
+                        BlueMax = blueMax,
+                    }
+                )
+                .Output,
 
-            NoiseType.Greyscale
-                => builder
-                    .Nodes.AddTypedNode(
-                        new ComfyNodeBuilder.GreyNoise
-                        {
-                            Name = builder.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.GreyNoise)),
-                            Height = height,
-                            Width = width,
-                            Seed = seed,
-                            ValueMin = valueMin,
-                            ValueMax = valueMax,
-                            RedMin = redMin,
-                            RedMax = redMax,
-                            GreenMin = greenMin,
-                            GreenMax = greenMax,
-                            BlueMin = blueMin,
-                            BlueMax = blueMax
-                        }
-                    )
-                    .Output,
+            NoiseType.Greyscale => builder
+                .Nodes.AddTypedNode(
+                    new ComfyNodeBuilder.GreyNoise
+                    {
+                        Name = builder.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.GreyNoise)),
+                        Height = height,
+                        Width = width,
+                        Seed = seed,
+                        ValueMin = valueMin,
+                        ValueMax = valueMax,
+                        RedMin = redMin,
+                        RedMax = redMax,
+                        GreenMin = greenMin,
+                        GreenMax = greenMax,
+                        BlueMin = blueMin,
+                        BlueMax = blueMax,
+                    }
+                )
+                .Output,
 
-            NoiseType.Brown
-                => builder
-                    .Nodes.AddTypedNode(
-                        new ComfyNodeBuilder.BrownNoise
-                        {
-                            Name = builder.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.BrownNoise)),
-                            Height = height,
-                            Width = width,
-                            Seed = seed,
-                            ValueMin = valueMin,
-                            ValueMax = valueMax,
-                            RedMin = redMin,
-                            RedMax = redMax,
-                            GreenMin = greenMin,
-                            GreenMax = greenMax,
-                            BlueMin = blueMin,
-                            BlueMax = blueMax
-                        }
-                    )
-                    .Output,
+            NoiseType.Brown => builder
+                .Nodes.AddTypedNode(
+                    new ComfyNodeBuilder.BrownNoise
+                    {
+                        Name = builder.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.BrownNoise)),
+                        Height = height,
+                        Width = width,
+                        Seed = seed,
+                        ValueMin = valueMin,
+                        ValueMax = valueMax,
+                        RedMin = redMin,
+                        RedMax = redMax,
+                        GreenMin = greenMin,
+                        GreenMax = greenMax,
+                        BlueMin = blueMin,
+                        BlueMax = blueMax,
+                    }
+                )
+                .Output,
 
-            NoiseType.Pink
-                => builder
-                    .Nodes.AddTypedNode(
-                        new ComfyNodeBuilder.PinkNoise
-                        {
-                            Name = builder.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.PinkNoise)),
-                            Height = height,
-                            Width = width,
-                            Seed = seed,
-                            ValueMin = valueMin,
-                            ValueMax = valueMax,
-                            RedMin = redMin,
-                            RedMax = redMax,
-                            GreenMin = greenMin,
-                            GreenMax = greenMax,
-                            BlueMin = blueMin,
-                            BlueMax = blueMax
-                        }
-                    )
-                    .Output,
-            _ => throw new ArgumentOutOfRangeException(nameof(noiseType), noiseType, null)
+            NoiseType.Pink => builder
+                .Nodes.AddTypedNode(
+                    new ComfyNodeBuilder.PinkNoise
+                    {
+                        Name = builder.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.PinkNoise)),
+                        Height = height,
+                        Width = width,
+                        Seed = seed,
+                        ValueMin = valueMin,
+                        ValueMax = valueMax,
+                        RedMin = redMin,
+                        RedMax = redMax,
+                        GreenMin = greenMin,
+                        GreenMax = greenMax,
+                        BlueMin = blueMin,
+                        BlueMax = blueMax,
+                    }
+                )
+                .Output,
+            _ => throw new ArgumentOutOfRangeException(nameof(noiseType), noiseType, null),
         };
 
         builder.Connections.Primary = primaryNodeConnection;
diff --git a/StabilityMatrix.Avalonia/Models/Inference/LatentType.cs b/StabilityMatrix.Avalonia/Models/Inference/LatentType.cs
index 2f35f2aaa..03db7f927 100644
--- a/StabilityMatrix.Avalonia/Models/Inference/LatentType.cs
+++ b/StabilityMatrix.Avalonia/Models/Inference/LatentType.cs
@@ -4,6 +4,7 @@ public enum LatentType
 {
     Default,
     Sd3,
+    Flux2,
     Hunyuan,
-    Plasma
+    Plasma,
 }
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs
index c1ddfc5db..8e830cc4f 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs
@@ -167,11 +167,24 @@ protected override void BuildPrompt(BuildPromptEventArgs args)
         ModelCardViewModel.ApplyStep(applyArgs);
 
         var isUnetLoader = ModelCardViewModel.SelectedModelLoader is ModelLoader.Unet;
+        var isStableDiffusionUnet = isUnetLoader && ModelCardViewModel.SelectedClipType is "stable_diffusion";
+        var isFlux2Unet = isUnetLoader && ModelCardViewModel.SelectedClipType is "flux2";
         var useSd3Latent =
-            SamplerCardViewModel.ModulesCardViewModel.IsModuleEnabled<FluxGuidanceModule>() || isUnetLoader;
+            SamplerCardViewModel.ModulesCardViewModel.IsModuleEnabled<FluxGuidanceModule>()
+            || (isUnetLoader && !isStableDiffusionUnet && !isFlux2Unet);
         var usePlasmaNoise = SamplerCardViewModel.ModulesCardViewModel.IsModuleEnabled<PlasmaNoiseModule>();
 
-        if (useSd3Latent)
+        if (isFlux2Unet)
+        {
+            builder.SetupEmptyLatentSource(
+                SamplerCardViewModel.Width,
+                SamplerCardViewModel.Height,
+                BatchSizeCardViewModel.BatchSize,
+                BatchSizeCardViewModel.IsBatchIndexEnabled ? BatchSizeCardViewModel.BatchIndex : null,
+                latentType: LatentType.Flux2
+            );
+        }
+        else if (useSd3Latent)
         {
             builder.SetupEmptyLatentSource(
                 SamplerCardViewModel.Width,
@@ -217,7 +230,11 @@ protected override void BuildPrompt(BuildPromptEventArgs args)
         PromptCardViewModel.ApplyStep(applyArgs);
 
         // Setup Sampler and Refiner if enabled
-        if (isUnetLoader)
+        if (isFlux2Unet)
+        {
+            SamplerCardViewModel.ApplyStepsInitialCustomSampler(applyArgs, false, useFlux2Scheduler: true);
+        }
+        else if (isUnetLoader && !isStableDiffusionUnet)
         {
             SamplerCardViewModel.ApplyStepsInitialCustomSampler(applyArgs, true);
         }
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
index 135b0c07b..4332a8b7c 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
@@ -185,7 +185,7 @@ public HybridModelFile? SelectedUnifiedModel
     private bool isTextEncodersExpanded = true;
 
     public List<string> WeightDTypes { get; set; } = ["default", "fp8_e4m3fn", "fp8_e5m2"];
-    public List<string> ClipTypes { get; set; } = ["flux", "sd3", "HiDream"];
+    public List<string> ClipTypes { get; set; } = ["flux", "flux2", "stable_diffusion", "sd3", "HiDream"];
 
     public StackEditableCardViewModel ExtraNetworksStackCardViewModel { get; } =
         new(vmFactory) { Title = Resources.Label_ExtraNetworks, AvailableModules = [typeof(LoraModule)] };
@@ -595,6 +595,7 @@ private void LoadTextEncodersFromModel(ModelCardModel model)
             var defaultCount = SelectedClipType switch
             {
                 "flux" => 2,
+                "flux2" or "stable_diffusion" => 1,
                 "sd3" => 3,
                 "HiDream" => 4,
                 _ => 2,
@@ -764,6 +765,7 @@ private void SetDefaultEncoderCount(bool preserveUserSelections = false)
         var targetCount = SelectedClipType switch
         {
             "flux" => 2,
+            "flux2" or "stable_diffusion" => 1,
             "sd3" => 3,
             "HiDream" => 4,
             _ => 2, // Default to 2 for unknown types
@@ -781,6 +783,7 @@ private void SetDefaultEncoderCount(bool preserveUserSelections = false)
         }
 
         OnPropertyChanged(nameof(CanRemoveEncoder));
+        OnPropertyChanged(nameof(TextEncodersHeader));
     }
 
     /// <summary>
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/SamplerCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/SamplerCardViewModel.cs
index 0fa4774c4..528f34214 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/SamplerCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/SamplerCardViewModel.cs
@@ -304,7 +304,11 @@ public virtual void ApplyStep(ModuleApplyStepEventArgs e)
         }
     }
 
-    public void ApplyStepsInitialCustomSampler(ModuleApplyStepEventArgs e, bool useFluxGuidance)
+    public void ApplyStepsInitialCustomSampler(
+        ModuleApplyStepEventArgs e,
+        bool useFluxGuidance,
+        bool useFlux2Scheduler = false
+    )
     {
         // Provide temp values
         e.Temp = e.CreateTempFromBuilder();
@@ -342,7 +346,21 @@ public void ApplyStepsInitialCustomSampler(ModuleApplyStepEventArgs e, bool useF
         e.Builder.Connections.PrimarySamplerNode = kSamplerSelect.Output;
 
         // Scheduler/Sigmas
-        if (e.Builder.Connections.PrimaryScheduler?.Name is "align_your_steps")
+        if (useFlux2Scheduler)
+        {
+            var flux2Scheduler = e.Nodes.AddTypedNode(
+                new ComfyNodeBuilder.Flux2Scheduler
+                {
+                    Name = e.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.Flux2Scheduler)),
+                    Steps = Steps,
+                    Width = Width,
+                    Height = Height,
+                }
+            );
+
+            e.Builder.Connections.PrimarySigmas = flux2Scheduler.Output;
+        }
+        else if (e.Builder.Connections.PrimaryScheduler?.Name is "align_your_steps")
         {
             var alignYourSteps = e.Nodes.AddTypedNode(
                 new ComfyNodeBuilder.AlignYourStepsScheduler
diff --git a/StabilityMatrix.Core/Models/Api/Comfy/ComfySampler.cs b/StabilityMatrix.Core/Models/Api/Comfy/ComfySampler.cs
index 8b86fc61d..6b12ae4d8 100644
--- a/StabilityMatrix.Core/Models/Api/Comfy/ComfySampler.cs
+++ b/StabilityMatrix.Core/Models/Api/Comfy/ComfySampler.cs
@@ -27,6 +27,7 @@ public readonly record struct ComfySampler(string Name)
     public static ComfySampler Dpmpp3M { get; } = new("dpmpp_3m");
     public static ComfySampler Dpmpp3MSde { get; } = new("dpmpp_3m_sde");
     public static ComfySampler Dpmpp3MSdeGpu { get; } = new("dpmpp_3m_sde_gpu");
+    public static ComfySampler ErSde { get; } = new("er_sde");
     public static ComfySampler DDIM { get; } = new("ddim");
     public static ComfySampler DDPM { get; } = new("ddpm");
     public static ComfySampler UniPC { get; } = new("uni_pc");
@@ -54,11 +55,12 @@ public readonly record struct ComfySampler(string Name)
             [Dpmpp3M] = "DPM++ 3M",
             [Dpmpp3MSde] = "DPM++ 3M SDE",
             [Dpmpp3MSdeGpu] = "DPM++ 3M SDE GPU",
+            [ErSde] = "ER SDE",
             [DDIM] = "DDIM",
             [DDPM] = "DDPM",
             [UniPC] = "UniPC",
             [UniPCBh2] = "UniPC BH2",
-            [LCM] = "LCM"
+            [LCM] = "LCM",
         };
 
     public static IReadOnlyList<ComfySampler> Defaults { get; } = ConvertDict.Keys.ToImmutableArray();
diff --git a/StabilityMatrix.Core/Models/Api/Comfy/Nodes/ComfyNodeBuilder.cs b/StabilityMatrix.Core/Models/Api/Comfy/Nodes/ComfyNodeBuilder.cs
index fcd233d4b..ec9da4e46 100644
--- a/StabilityMatrix.Core/Models/Api/Comfy/Nodes/ComfyNodeBuilder.cs
+++ b/StabilityMatrix.Core/Models/Api/Comfy/Nodes/ComfyNodeBuilder.cs
@@ -562,6 +562,18 @@ public record EmptySD3LatentImage : ComfyTypedNodeBase<LatentNodeConnection>
         public int BatchSize { get; init; } = 1;
     }
 
+    public record EmptyFlux2LatentImage : ComfyTypedNodeBase<LatentNodeConnection>
+    {
+        [Range(16, MaxResolution)]
+        public int Width { get; init; } = 1024;
+
+        [Range(16, MaxResolution)]
+        public int Height { get; init; } = 1024;
+
+        [Range(1, 4096)]
+        public int BatchSize { get; init; } = 1;
+    }
+
     public record RandomNoise : ComfyTypedNodeBase<NoiseNodeConnection>
     {
         [Range(0, int.MaxValue)]
@@ -580,6 +592,18 @@ public record BasicScheduler : ComfyTypedNodeBase<SigmasNodeConnection>
         public double Denoise { get; init; } = 1.0;
     }
 
+    public record Flux2Scheduler : ComfyTypedNodeBase<SigmasNodeConnection>
+    {
+        [Range(1, 10000)]
+        public int Steps { get; init; } = 20;
+
+        [Range(16, MaxResolution)]
+        public int Width { get; init; } = 1024;
+
+        [Range(16, MaxResolution)]
+        public int Height { get; init; } = 1024;
+    }
+
     public record SamplerCustomAdvanced : ComfyTypedNodeBase<LatentNodeConnection, LatentNodeConnection>
     {
         public required NoiseNodeConnection Noise { get; init; }

From 0bffc0589956458f48ebb6d5257e5718401d2f37 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 29 Apr 2026 18:16:37 -0700
Subject: [PATCH 160/218] Add Z Image UNet workflow support

---
 CHANGELOG.md                                   |  2 +-
 .../Inference/InferenceTextToImageViewModel.cs | 18 +++++++++++++++++-
 .../ViewModels/Inference/ModelCardViewModel.cs |  7 ++++---
 .../Models/Api/Comfy/ComfySampler.cs           |  2 ++
 4 files changed, 24 insertions(+), 5 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 4c5e9a9fc..ccba0a628 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -12,7 +12,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - The CivitAI base model type filter now uses CivitAI's official `/api/v1/enums` endpoint, with fallbacks to the previous technique and a built-in list, so the filter stays populated even if the CivitAI response format changes or the service is unreachable
 ### Fixed
 - Fixed CivitAI model browsing breaking during Discovery API outages — the browser now falls back to the direct CivitAI API when Discovery returns a server error, authentication failure, or times out
-- Fixed UNet-only text-to-image inference for newer ComfyUI workflows such as Anima and Flux2 by supporting single text encoder UNet workflows, Flux2 latent/scheduler nodes, and the standard negative prompt conditioning path
+- Fixed UNet-only text-to-image inference for newer ComfyUI workflows such as Anima, Flux2, and Z Image by supporting single text encoder UNet workflows, Flux2 latent/scheduler nodes, Z Image AuraFlow model sampling, and the standard negative prompt conditioning path
 - Fixed SwarmUI user settings (theme, output format, server configuration, etc.) and any user-added backend entries being overwritten when the install flow ran over an existing install — `Settings.fds` and `Backends.fds` are now merged with their existing contents instead of being rewritten from a stale template
 
 ## v2.16.0-dev.3
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs
index 8e830cc4f..19795db3b 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs
@@ -14,6 +14,7 @@
 using StabilityMatrix.Core.Attributes;
 using StabilityMatrix.Core.Extensions;
 using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.Api.Comfy.Nodes;
 using StabilityMatrix.Core.Models.Inference;
 using StabilityMatrix.Core.Models.Settings;
 using StabilityMatrix.Core.Services;
@@ -169,6 +170,7 @@ protected override void BuildPrompt(BuildPromptEventArgs args)
         var isUnetLoader = ModelCardViewModel.SelectedModelLoader is ModelLoader.Unet;
         var isStableDiffusionUnet = isUnetLoader && ModelCardViewModel.SelectedClipType is "stable_diffusion";
         var isFlux2Unet = isUnetLoader && ModelCardViewModel.SelectedClipType is "flux2";
+        var isLumina2Unet = isUnetLoader && ModelCardViewModel.SelectedClipType is "lumina2";
         var useSd3Latent =
             SamplerCardViewModel.ModulesCardViewModel.IsModuleEnabled<FluxGuidanceModule>()
             || (isUnetLoader && !isStableDiffusionUnet && !isFlux2Unet);
@@ -229,12 +231,26 @@ protected override void BuildPrompt(BuildPromptEventArgs args)
         // Prompts and loras
         PromptCardViewModel.ApplyStep(applyArgs);
 
+        if (isLumina2Unet)
+        {
+            var modelSampling = builder.Nodes.AddTypedNode(
+                new ComfyNodeBuilder.ModelSamplingAuraFlow
+                {
+                    Name = builder.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.ModelSamplingAuraFlow)),
+                    Model = builder.Connections.Base.Model.Unwrap(),
+                    Shift = 3.0d,
+                }
+            );
+
+            builder.Connections.Base.Model = modelSampling.Output;
+        }
+
         // Setup Sampler and Refiner if enabled
         if (isFlux2Unet)
         {
             SamplerCardViewModel.ApplyStepsInitialCustomSampler(applyArgs, false, useFlux2Scheduler: true);
         }
-        else if (isUnetLoader && !isStableDiffusionUnet)
+        else if (isUnetLoader && !isStableDiffusionUnet && !isLumina2Unet)
         {
             SamplerCardViewModel.ApplyStepsInitialCustomSampler(applyArgs, true);
         }
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
index 4332a8b7c..8054732b3 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
@@ -185,7 +185,8 @@ public HybridModelFile? SelectedUnifiedModel
     private bool isTextEncodersExpanded = true;
 
     public List<string> WeightDTypes { get; set; } = ["default", "fp8_e4m3fn", "fp8_e5m2"];
-    public List<string> ClipTypes { get; set; } = ["flux", "flux2", "stable_diffusion", "sd3", "HiDream"];
+    public List<string> ClipTypes { get; set; } =
+        ["flux", "flux2", "lumina2", "stable_diffusion", "sd3", "HiDream"];
 
     public StackEditableCardViewModel ExtraNetworksStackCardViewModel { get; } =
         new(vmFactory) { Title = Resources.Label_ExtraNetworks, AvailableModules = [typeof(LoraModule)] };
@@ -595,7 +596,7 @@ private void LoadTextEncodersFromModel(ModelCardModel model)
             var defaultCount = SelectedClipType switch
             {
                 "flux" => 2,
-                "flux2" or "stable_diffusion" => 1,
+                "flux2" or "lumina2" or "stable_diffusion" => 1,
                 "sd3" => 3,
                 "HiDream" => 4,
                 _ => 2,
@@ -765,7 +766,7 @@ private void SetDefaultEncoderCount(bool preserveUserSelections = false)
         var targetCount = SelectedClipType switch
         {
             "flux" => 2,
-            "flux2" or "stable_diffusion" => 1,
+            "flux2" or "lumina2" or "stable_diffusion" => 1,
             "sd3" => 3,
             "HiDream" => 4,
             _ => 2, // Default to 2 for unknown types
diff --git a/StabilityMatrix.Core/Models/Api/Comfy/ComfySampler.cs b/StabilityMatrix.Core/Models/Api/Comfy/ComfySampler.cs
index 6b12ae4d8..2bbd22fe5 100644
--- a/StabilityMatrix.Core/Models/Api/Comfy/ComfySampler.cs
+++ b/StabilityMatrix.Core/Models/Api/Comfy/ComfySampler.cs
@@ -28,6 +28,7 @@ public readonly record struct ComfySampler(string Name)
     public static ComfySampler Dpmpp3MSde { get; } = new("dpmpp_3m_sde");
     public static ComfySampler Dpmpp3MSdeGpu { get; } = new("dpmpp_3m_sde_gpu");
     public static ComfySampler ErSde { get; } = new("er_sde");
+    public static ComfySampler ResMultistep { get; } = new("res_multistep");
     public static ComfySampler DDIM { get; } = new("ddim");
     public static ComfySampler DDPM { get; } = new("ddpm");
     public static ComfySampler UniPC { get; } = new("uni_pc");
@@ -56,6 +57,7 @@ public readonly record struct ComfySampler(string Name)
             [Dpmpp3MSde] = "DPM++ 3M SDE",
             [Dpmpp3MSdeGpu] = "DPM++ 3M SDE GPU",
             [ErSde] = "ER SDE",
+            [ResMultistep] = "Res Multistep",
             [DDIM] = "DDIM",
             [DDPM] = "DDPM",
             [UniPC] = "UniPC",

From 54be23c6ab07135f39fc033a4cbb75caf6b78abb Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 29 Apr 2026 18:21:52 -0700
Subject: [PATCH 161/218] Polish UNet workflow support

---
 CHANGELOG.md                                         |  3 ++-
 .../ViewModels/Inference/ModelCardViewModel.cs       | 12 +++++++-----
 2 files changed, 9 insertions(+), 6 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index ccba0a628..7486410dd 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,11 +8,12 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 ## v2.16.0-pre.1
 ### Added
 - Added support for the civitai.red (mature-content) domain — NSFW CivitAI links now open and copy as civitai.red URLs, and pasting a civitai.red URL into the CivitAI model browser search works the same as a civitai.com URL
+- Added official Inference support for Z-Image/Z-Image-Turbo, Anima, and Flux.2 UNet-only text-to-image workflows, including their text encoder, latent, scheduler, and sampling requirements
 ### Changed
 - The CivitAI base model type filter now uses CivitAI's official `/api/v1/enums` endpoint, with fallbacks to the previous technique and a built-in list, so the filter stays populated even if the CivitAI response format changes or the service is unreachable
 ### Fixed
 - Fixed CivitAI model browsing breaking during Discovery API outages — the browser now falls back to the direct CivitAI API when Discovery returns a server error, authentication failure, or times out
-- Fixed UNet-only text-to-image inference for newer ComfyUI workflows such as Anima, Flux2, and Z Image by supporting single text encoder UNet workflows, Flux2 latent/scheduler nodes, Z Image AuraFlow model sampling, and the standard negative prompt conditioning path
+- Fixed UNet-only model selection sometimes clearing during model-list refreshes, which could hide text encoder slots after generating, cancelling, or reconnecting to ComfyUI
 - Fixed SwarmUI user settings (theme, output format, server configuration, etc.) and any user-added backend entries being overwritten when the install flow ran over an existing install — `Settings.fds` and `Backends.fds` are now merged with their existing contents instead of being rewritten from a stale template
 
 ## v2.16.0-dev.3
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
index 8054732b3..2169a1e78 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
@@ -56,11 +56,8 @@ public HybridModelFile? SelectedUnifiedModel
         {
             if (value is null)
             {
-                // Clear both when null is set
-                if (IsStandaloneModelLoader)
-                    SelectedUnetModel = null;
-                else
-                    SelectedModel = null;
+                // ComboBox selection can briefly report null while the model list refreshes.
+                // Keep the active model so UNet-only encoder slots do not disappear transiently.
                 return;
             }
 
@@ -675,10 +672,12 @@ public void LoadStateFromParameters(GenerationParameters parameters)
 
         if (model.Local?.SharedFolderType is SharedFolderType.DiffusionModels)
         {
+            SelectedModelLoader = ModelLoader.Unet;
             SelectedUnetModel = model;
         }
         else
         {
+            SelectedModelLoader = ModelLoader.Default;
             SelectedModel = model;
         }
     }
@@ -711,6 +710,9 @@ partial void OnSelectedModelLoaderChanged(ModelLoader value)
 
             if (!IsClipModelSelectionEnabled)
                 IsClipModelSelectionEnabled = true;
+
+            if (TextEncoders.Count == 0)
+                SetDefaultEncoderCount();
         }
     }
 

From 31e0f4531b93bb4f2d683421315f2b66e2f001c3 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 29 Apr 2026 18:39:34 -0700
Subject: [PATCH 162/218] Share UNet workflow routing with image-to-image

---
 CHANGELOG.md                                  |  2 +-
 .../InferenceImageToImageViewModel.cs         | 19 +----
 .../InferenceTextToImageViewModel.cs          | 82 ++++++++++++-------
 3 files changed, 57 insertions(+), 46 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7486410dd..c30723789 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,7 +8,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 ## v2.16.0-pre.1
 ### Added
 - Added support for the civitai.red (mature-content) domain — NSFW CivitAI links now open and copy as civitai.red URLs, and pasting a civitai.red URL into the CivitAI model browser search works the same as a civitai.com URL
-- Added official Inference support for Z-Image/Z-Image-Turbo, Anima, and Flux.2 UNet-only text-to-image workflows, including their text encoder, latent, scheduler, and sampling requirements
+- Added official Inference support for Z-Image/Z-Image-Turbo, Anima, and Flux.2 UNet-only workflows, including their text encoder, latent, scheduler, and sampling requirements
 ### Changed
 - The CivitAI base model type filter now uses CivitAI's official `/api/v1/enums` endpoint, with fallbacks to the previous technique and a built-in list, so the filter stays populated even if the CivitAI response format changes or the service is unreachable
 ### Fixed
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceImageToImageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceImageToImageViewModel.cs
index 3450faa37..eadfcca0c 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceImageToImageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceImageToImageViewModel.cs
@@ -60,7 +60,7 @@ protected override void BuildPrompt(BuildPromptEventArgs args)
         builder.Connections.Seed = args.SeedOverride switch
         {
             { } seed => Convert.ToUInt64(seed),
-            _ => Convert.ToUInt64(SeedCardViewModel.Seed)
+            _ => Convert.ToUInt64(SeedCardViewModel.Seed),
         };
 
         var applyArgs = args.ToModuleApplyStepEventArgs();
@@ -76,21 +76,10 @@ protected override void BuildPrompt(BuildPromptEventArgs args)
         // Prompts and loras
         PromptCardViewModel.ApplyStep(applyArgs);
 
+        ApplyModelSamplingForCurrentWorkflow(applyArgs);
+
         // Setup Sampler and Refiner if enabled
-        var isUnetLoader =
-            ModelCardViewModel.SelectedModelLoader is ModelLoader.Unet || ModelCardViewModel.IsGguf;
-        if (isUnetLoader)
-        {
-            SamplerCardViewModel.ApplyStepsInitialCustomSampler(applyArgs, true);
-        }
-        else if (SamplerCardViewModel.SelectedScheduler?.Name is "align_your_steps")
-        {
-            SamplerCardViewModel.ApplyStepsInitialCustomSampler(applyArgs, false);
-        }
-        else
-        {
-            SamplerCardViewModel.ApplyStep(applyArgs);
-        }
+        ApplySamplerForCurrentWorkflow(applyArgs, includeGgufAsFluxGuidance: true);
 
         // Apply module steps
         foreach (var module in ModulesCardViewModel.Cards.OfType<ModuleBase>())
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs
index 19795db3b..0ab5639d8 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs
@@ -167,16 +167,12 @@ protected override void BuildPrompt(BuildPromptEventArgs args)
         // Load models
         ModelCardViewModel.ApplyStep(applyArgs);
 
-        var isUnetLoader = ModelCardViewModel.SelectedModelLoader is ModelLoader.Unet;
-        var isStableDiffusionUnet = isUnetLoader && ModelCardViewModel.SelectedClipType is "stable_diffusion";
-        var isFlux2Unet = isUnetLoader && ModelCardViewModel.SelectedClipType is "flux2";
-        var isLumina2Unet = isUnetLoader && ModelCardViewModel.SelectedClipType is "lumina2";
         var useSd3Latent =
             SamplerCardViewModel.ModulesCardViewModel.IsModuleEnabled<FluxGuidanceModule>()
-            || (isUnetLoader && !isStableDiffusionUnet && !isFlux2Unet);
+            || (IsUnetLoader && !IsStableDiffusionUnet && !IsFlux2Unet);
         var usePlasmaNoise = SamplerCardViewModel.ModulesCardViewModel.IsModuleEnabled<PlasmaNoiseModule>();
 
-        if (isFlux2Unet)
+        if (IsFlux2Unet)
         {
             builder.SetupEmptyLatentSource(
                 SamplerCardViewModel.Width,
@@ -231,26 +227,62 @@ protected override void BuildPrompt(BuildPromptEventArgs args)
         // Prompts and loras
         PromptCardViewModel.ApplyStep(applyArgs);
 
-        if (isLumina2Unet)
-        {
-            var modelSampling = builder.Nodes.AddTypedNode(
-                new ComfyNodeBuilder.ModelSamplingAuraFlow
-                {
-                    Name = builder.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.ModelSamplingAuraFlow)),
-                    Model = builder.Connections.Base.Model.Unwrap(),
-                    Shift = 3.0d,
-                }
-            );
+        ApplyModelSamplingForCurrentWorkflow(applyArgs);
+
+        // Setup Sampler and Refiner if enabled
+        ApplySamplerForCurrentWorkflow(applyArgs);
 
-            builder.Connections.Base.Model = modelSampling.Output;
+        // Hires fix if enabled
+        foreach (var module in ModulesCardViewModel.Cards.OfType<ModuleBase>())
+        {
+            module.ApplyStep(applyArgs);
         }
 
-        // Setup Sampler and Refiner if enabled
-        if (isFlux2Unet)
+        applyArgs.InvokeAllPreOutputActions();
+
+        builder.SetupOutputImage();
+    }
+
+    protected bool IsUnetLoader => ModelCardViewModel.SelectedModelLoader is ModelLoader.Unet;
+
+    protected bool IsStableDiffusionUnet =>
+        IsUnetLoader && ModelCardViewModel.SelectedClipType is "stable_diffusion";
+
+    protected bool IsFlux2Unet => IsUnetLoader && ModelCardViewModel.SelectedClipType is "flux2";
+
+    protected bool IsLumina2Unet => IsUnetLoader && ModelCardViewModel.SelectedClipType is "lumina2";
+
+    protected void ApplyModelSamplingForCurrentWorkflow(ModuleApplyStepEventArgs applyArgs)
+    {
+        if (!IsLumina2Unet)
+            return;
+
+        var builder = applyArgs.Builder;
+        var modelSampling = builder.Nodes.AddTypedNode(
+            new ComfyNodeBuilder.ModelSamplingAuraFlow
+            {
+                Name = builder.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.ModelSamplingAuraFlow)),
+                Model = builder.Connections.Base.Model.Unwrap(),
+                Shift = 3.0d,
+            }
+        );
+
+        builder.Connections.Base.Model = modelSampling.Output;
+    }
+
+    protected void ApplySamplerForCurrentWorkflow(
+        ModuleApplyStepEventArgs applyArgs,
+        bool includeGgufAsFluxGuidance = false
+    )
+    {
+        if (IsFlux2Unet)
         {
             SamplerCardViewModel.ApplyStepsInitialCustomSampler(applyArgs, false, useFlux2Scheduler: true);
         }
-        else if (isUnetLoader && !isStableDiffusionUnet && !isLumina2Unet)
+        else if (
+            (includeGgufAsFluxGuidance && ModelCardViewModel.IsGguf)
+            || (IsUnetLoader && !IsStableDiffusionUnet && !IsLumina2Unet)
+        )
         {
             SamplerCardViewModel.ApplyStepsInitialCustomSampler(applyArgs, true);
         }
@@ -262,16 +294,6 @@ protected override void BuildPrompt(BuildPromptEventArgs args)
         {
             SamplerCardViewModel.ApplyStep(applyArgs);
         }
-
-        // Hires fix if enabled
-        foreach (var module in ModulesCardViewModel.Cards.OfType<ModuleBase>())
-        {
-            module.ApplyStep(applyArgs);
-        }
-
-        applyArgs.InvokeAllPreOutputActions();
-
-        builder.SetupOutputImage();
     }
 
     /// <inheritdoc />

From 4319c0b5f86b6f63303806519af2becadb8b983c Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 29 Apr 2026 19:15:36 -0700
Subject: [PATCH 163/218] Add inference workflow profiles

---
 CHANGELOG.md                                  |   1 +
 .../Controls/Inference/ModelCard.axaml        |  40 ++++-
 .../Inference/InferenceWorkflowProfile.cs     |  33 ++++
 .../InferenceTextToImageViewModel.cs          |  81 ++++++++-
 .../Inference/ModelCardViewModel.cs           | 166 +++++++++++++++++-
 5 files changed, 309 insertions(+), 12 deletions(-)
 create mode 100644 StabilityMatrix.Avalonia/Models/Inference/InferenceWorkflowProfile.cs

diff --git a/CHANGELOG.md b/CHANGELOG.md
index c30723789..cb496f925 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,6 +9,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 ### Added
 - Added support for the civitai.red (mature-content) domain — NSFW CivitAI links now open and copy as civitai.red URLs, and pasting a civitai.red URL into the CivitAI model browser search works the same as a civitai.com URL
 - Added official Inference support for Z-Image/Z-Image-Turbo, Anima, and Flux.2 UNet-only workflows, including their text encoder, latent, scheduler, and sampling requirements
+- Added an Inference workflow profile selector with recommended defaults for Z-Image Base and Z-Image Turbo
 ### Changed
 - The CivitAI base model type filter now uses CivitAI's official `/api/v1/enums` endpoint, with fallbacks to the previous technique and a built-in list, so the filter stays populated even if the CivitAI response format changes or the service is unreachable
 ### Fixed
diff --git a/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml b/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
index e5ca57a24..d59f0a32a 100644
--- a/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
+++ b/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
@@ -239,8 +239,46 @@
                                 </Grid>
                             </Expander.Header>
                             <StackPanel Margin="0,4,0,0" Spacing="8">
+                                <!--  Workflow Profile  -->
+                                <Grid ColumnDefinitions="90,*,Auto">
+                                    <TextBlock
+                                        Grid.Column="0"
+                                        VerticalAlignment="Center"
+                                        Text="Workflow"
+                                        TextAlignment="Left" />
+                                    <controls:BetterComboBox
+                                        Grid.Column="1"
+                                        Padding="8,6,4,6"
+                                        HorizontalAlignment="Stretch"
+                                        ItemsSource="{Binding WorkflowProfiles}"
+                                        SelectedItem="{Binding SelectedWorkflowProfile}">
+                                        <controls:BetterComboBox.Resources>
+                                            <converters:EnumStringConverter x:Key="EnumStringConverter" />
+                                        </controls:BetterComboBox.Resources>
+                                        <controls:BetterComboBox.ItemTemplate>
+                                            <DataTemplate>
+                                                <TextBlock Text="{Binding ., Converter={StaticResource EnumStringConverter}}" />
+                                            </DataTemplate>
+                                        </controls:BetterComboBox.ItemTemplate>
+                                        <controls:BetterComboBox.SelectionBoxItemTemplate>
+                                            <DataTemplate>
+                                                <TextBlock Text="{Binding ., Converter={StaticResource EnumStringConverter}}" />
+                                            </DataTemplate>
+                                        </controls:BetterComboBox.SelectionBoxItemTemplate>
+                                    </controls:BetterComboBox>
+                                    <Button
+                                        Grid.Column="2"
+                                        Margin="4,0,0,0"
+                                        VerticalAlignment="Stretch"
+                                        Command="{Binding ApplyRecommendedDefaultsCommand}"
+                                        IsEnabled="{Binding HasRecommendedDefaults}"
+                                        ToolTip.Tip="Apply recommended sampler defaults">
+                                        <fluent:SymbolIcon FontSize="16" Symbol="Sparkle" />
+                                    </Button>
+                                </Grid>
+
                                 <!--  Encoder Type  -->
-                                <Grid ColumnDefinitions="90,*">
+                                <Grid ColumnDefinitions="90,*" IsVisible="{Binding ShowEncoderTypeSelection}">
                                     <TextBlock
                                         Grid.Column="0"
                                         VerticalAlignment="Center"
diff --git a/StabilityMatrix.Avalonia/Models/Inference/InferenceWorkflowProfile.cs b/StabilityMatrix.Avalonia/Models/Inference/InferenceWorkflowProfile.cs
new file mode 100644
index 000000000..ceff46172
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Models/Inference/InferenceWorkflowProfile.cs
@@ -0,0 +1,33 @@
+using StabilityMatrix.Core.Extensions;
+
+namespace StabilityMatrix.Avalonia.Models.Inference;
+
+public enum InferenceWorkflowProfile
+{
+    [StringValue("Auto")]
+    Auto,
+
+    [StringValue("Default / Checkpoint")]
+    DefaultCheckpoint,
+
+    [StringValue("Flux")]
+    Flux,
+
+    [StringValue("Flux.2")]
+    Flux2,
+
+    [StringValue("Z-Image Base")]
+    ZImageBase,
+
+    [StringValue("Z-Image Turbo")]
+    ZImageTurbo,
+
+    [StringValue("Anima / SD")]
+    Anima,
+
+    [StringValue("HiDream")]
+    HiDream,
+
+    [StringValue("Custom")]
+    Custom,
+}
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs
index 0ab5639d8..d45ce2322 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs
@@ -14,6 +14,7 @@
 using StabilityMatrix.Core.Attributes;
 using StabilityMatrix.Core.Extensions;
 using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.Api.Comfy;
 using StabilityMatrix.Core.Models.Api.Comfy.Nodes;
 using StabilityMatrix.Core.Models.Inference;
 using StabilityMatrix.Core.Models.Settings;
@@ -77,6 +78,7 @@ TabContext tabContext
         SeedCardViewModel.GenerateNewSeed();
 
         ModelCardViewModel = vmFactory.Get<ModelCardViewModel>();
+        ModelCardViewModel.RecommendedDefaultsRequested += ApplyRecommendedDefaults;
 
         // When the model changes in the ModelCardViewModel, we'll have access to it in the TabContext
 
@@ -169,7 +171,7 @@ protected override void BuildPrompt(BuildPromptEventArgs args)
 
         var useSd3Latent =
             SamplerCardViewModel.ModulesCardViewModel.IsModuleEnabled<FluxGuidanceModule>()
-            || (IsUnetLoader && !IsStableDiffusionUnet && !IsFlux2Unet);
+            || (IsUnetLoader && UsesSd3Latent);
         var usePlasmaNoise = SamplerCardViewModel.ModulesCardViewModel.IsModuleEnabled<PlasmaNoiseModule>();
 
         if (IsFlux2Unet)
@@ -245,16 +247,62 @@ protected override void BuildPrompt(BuildPromptEventArgs args)
 
     protected bool IsUnetLoader => ModelCardViewModel.SelectedModelLoader is ModelLoader.Unet;
 
-    protected bool IsStableDiffusionUnet =>
-        IsUnetLoader && ModelCardViewModel.SelectedClipType is "stable_diffusion";
+    protected InferenceWorkflowProfile ResolvedWorkflowProfile => ModelCardViewModel.ResolvedWorkflowProfile;
 
-    protected bool IsFlux2Unet => IsUnetLoader && ModelCardViewModel.SelectedClipType is "flux2";
+    protected bool IsAnimaUnet =>
+        IsUnetLoader
+        && (
+            ResolvedWorkflowProfile is InferenceWorkflowProfile.Anima
+            || (
+                ResolvedWorkflowProfile is InferenceWorkflowProfile.Custom
+                && ModelCardViewModel.SelectedClipType is "stable_diffusion"
+            )
+        );
+
+    protected bool IsFlux2Unet =>
+        IsUnetLoader
+        && (
+            ResolvedWorkflowProfile is InferenceWorkflowProfile.Flux2
+            || (
+                ResolvedWorkflowProfile is InferenceWorkflowProfile.Custom
+                && ModelCardViewModel.SelectedClipType is "flux2"
+            )
+        );
 
-    protected bool IsLumina2Unet => IsUnetLoader && ModelCardViewModel.SelectedClipType is "lumina2";
+    protected bool IsZImageUnet =>
+        IsUnetLoader
+        && (
+            ResolvedWorkflowProfile
+                is InferenceWorkflowProfile.ZImageBase
+                    or InferenceWorkflowProfile.ZImageTurbo
+            || (
+                ResolvedWorkflowProfile is InferenceWorkflowProfile.Custom
+                && ModelCardViewModel.SelectedClipType is "lumina2"
+            )
+        );
+
+    protected bool UsesSd3Latent =>
+        ResolvedWorkflowProfile
+            is InferenceWorkflowProfile.Flux
+                or InferenceWorkflowProfile.ZImageBase
+                or InferenceWorkflowProfile.ZImageTurbo
+                or InferenceWorkflowProfile.HiDream
+        || (
+            ResolvedWorkflowProfile is InferenceWorkflowProfile.Custom
+            && ModelCardViewModel.SelectedClipType is not "stable_diffusion" and not "flux2"
+        );
+
+    protected bool UsesFluxGuidanceSampler =>
+        ResolvedWorkflowProfile is InferenceWorkflowProfile.Flux or InferenceWorkflowProfile.HiDream
+        || (
+            ResolvedWorkflowProfile is InferenceWorkflowProfile.Custom
+            && IsUnetLoader
+            && ModelCardViewModel.SelectedClipType is not "stable_diffusion" and not "lumina2" and not "flux2"
+        );
 
     protected void ApplyModelSamplingForCurrentWorkflow(ModuleApplyStepEventArgs applyArgs)
     {
-        if (!IsLumina2Unet)
+        if (!IsZImageUnet)
             return;
 
         var builder = applyArgs.Builder;
@@ -281,7 +329,7 @@ protected void ApplySamplerForCurrentWorkflow(
         }
         else if (
             (includeGgufAsFluxGuidance && ModelCardViewModel.IsGguf)
-            || (IsUnetLoader && !IsStableDiffusionUnet && !IsLumina2Unet)
+            || (IsUnetLoader && UsesFluxGuidanceSampler)
         )
         {
             SamplerCardViewModel.ApplyStepsInitialCustomSampler(applyArgs, true);
@@ -296,6 +344,25 @@ protected void ApplySamplerForCurrentWorkflow(
         }
     }
 
+    private void ApplyRecommendedDefaults(InferenceWorkflowProfile profile)
+    {
+        switch (profile)
+        {
+            case InferenceWorkflowProfile.ZImageTurbo:
+                SamplerCardViewModel.SelectedSampler = ComfySampler.ResMultistep;
+                SamplerCardViewModel.SelectedScheduler = ComfyScheduler.Simple;
+                SamplerCardViewModel.Steps = 8;
+                SamplerCardViewModel.CfgScale = 1.0d;
+                break;
+            case InferenceWorkflowProfile.ZImageBase:
+                SamplerCardViewModel.SelectedSampler = ComfySampler.ResMultistep;
+                SamplerCardViewModel.SelectedScheduler = ComfyScheduler.Simple;
+                SamplerCardViewModel.Steps = 30;
+                SamplerCardViewModel.CfgScale = 4.0d;
+                break;
+        }
+    }
+
     /// <inheritdoc />
     protected override IEnumerable<ImageSource> GetInputImages()
     {
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
index 2169a1e78..b4074bc59 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
@@ -153,9 +153,27 @@ public HybridModelFile? SelectedUnifiedModel
     public HybridModelFile? SelectedClip4 => TextEncoders.Count > 3 ? TextEncoders[3].SelectedModel : null;
 
     [ObservableProperty]
-    [NotifyPropertyChangedFor(nameof(IsSd3Clip), nameof(IsHiDreamClip), nameof(ShowShift))]
+    [NotifyPropertyChangedFor(
+        nameof(IsSd3Clip),
+        nameof(IsHiDreamClip),
+        nameof(ResolvedWorkflowProfile),
+        nameof(IsHiDreamWorkflow),
+        nameof(ShowShift),
+        nameof(ShowEncoderTypeSelection),
+        nameof(HasRecommendedDefaults)
+    )]
     private string? selectedClipType;
 
+    [ObservableProperty]
+    [NotifyPropertyChangedFor(
+        nameof(ResolvedWorkflowProfile),
+        nameof(IsHiDreamWorkflow),
+        nameof(ShowShift),
+        nameof(ShowEncoderTypeSelection),
+        nameof(HasRecommendedDefaults)
+    )]
+    private InferenceWorkflowProfile selectedWorkflowProfile = InferenceWorkflowProfile.Auto;
+
     [ObservableProperty]
     private string? selectedDType;
 
@@ -184,6 +202,8 @@ public HybridModelFile? SelectedUnifiedModel
     public List<string> WeightDTypes { get; set; } = ["default", "fp8_e4m3fn", "fp8_e5m2"];
     public List<string> ClipTypes { get; set; } =
         ["flux", "flux2", "lumina2", "stable_diffusion", "sd3", "HiDream"];
+    public List<InferenceWorkflowProfile> WorkflowProfiles { get; set; } =
+        Enum.GetValues<InferenceWorkflowProfile>().ToList();
 
     public StackEditableCardViewModel ExtraNetworksStackCardViewModel { get; } =
         new(vmFactory) { Title = Resources.Label_ExtraNetworks, AvailableModules = [typeof(LoraModule)] };
@@ -203,6 +223,9 @@ public HybridModelFile? SelectedUnifiedModel
 
     public bool IsSd3Clip => SelectedClipType == "sd3";
     public bool IsHiDreamClip => SelectedClipType == "HiDream";
+    public bool IsHiDreamWorkflow =>
+        ResolvedWorkflowProfile is InferenceWorkflowProfile.HiDream
+        || (ResolvedWorkflowProfile is InferenceWorkflowProfile.Custom && SelectedClipType == "HiDream");
     public bool IsGguf => SelectedUnetModel?.RelativePath.EndsWith("gguf") ?? false;
 
     /// <summary>
@@ -235,7 +258,19 @@ public string AdvancedOptionsHeader
     /// <summary>
     /// Whether to show the Shift control (for HiDream clip type, only when in UNet mode).
     /// </summary>
-    public bool ShowShift => ShowEncoderSection && IsHiDreamClip;
+    public bool ShowShift => ShowEncoderSection && IsHiDreamWorkflow;
+    public bool ShowEncoderTypeSelection =>
+        ShowEncoderSection && SelectedWorkflowProfile is not InferenceWorkflowProfile.Auto;
+    public InferenceWorkflowProfile ResolvedWorkflowProfile =>
+        SelectedWorkflowProfile is InferenceWorkflowProfile.Auto
+            ? InferWorkflowProfile()
+            : SelectedWorkflowProfile;
+    public bool HasRecommendedDefaults =>
+        ResolvedWorkflowProfile
+            is InferenceWorkflowProfile.ZImageBase
+                or InferenceWorkflowProfile.ZImageTurbo;
+
+    public event Action<InferenceWorkflowProfile>? RecommendedDefaultsRequested;
 
     protected override void OnInitialLoaded()
     {
@@ -472,6 +507,7 @@ public override JsonObject SaveStateToJsonObject()
                 // New field for dynamic encoders (for future proofing if > 4 encoders)
                 TextEncoderNames = encoderNames,
                 SelectedClipType = SelectedClipType,
+                SelectedWorkflowProfile = SelectedWorkflowProfile,
                 SelectedDType = SelectedDType,
                 Shift = Shift,
                 IsClipModelSelectionEnabled = IsClipModelSelectionEnabled,
@@ -523,6 +559,7 @@ public override void LoadStateFromJsonObject(JsonObject state)
 
             // Load encoder type first (needed for default encoder count)
             SelectedClipType = model.SelectedClipType;
+            SelectedWorkflowProfile = model.SelectedWorkflowProfile;
 
             // Load text encoders from saved state
             LoadTextEncodersFromModel(model);
@@ -549,9 +586,67 @@ public override void LoadStateFromJsonObject(JsonObject state)
         finally
         {
             isLoadingState = false;
+            RefreshWorkflowProfileState();
         }
     }
 
+    private InferenceWorkflowProfile InferWorkflowProfile()
+    {
+        if (SelectedModelLoader is not ModelLoader.Unet)
+            return InferenceWorkflowProfile.DefaultCheckpoint;
+
+        var model = SelectedUnetModel;
+        var baseModel = model?.Local?.ConnectedModelInfo?.BaseModel;
+
+        if (!string.IsNullOrWhiteSpace(baseModel))
+        {
+            if (baseModel.Equals("ZImageTurbo", StringComparison.OrdinalIgnoreCase))
+                return InferenceWorkflowProfile.ZImageTurbo;
+
+            if (baseModel.Equals("ZImageBase", StringComparison.OrdinalIgnoreCase))
+                return InferenceWorkflowProfile.ZImageBase;
+
+            if (baseModel.Equals("Anima", StringComparison.OrdinalIgnoreCase))
+                return InferenceWorkflowProfile.Anima;
+
+            if (baseModel.StartsWith("Flux.2", StringComparison.OrdinalIgnoreCase))
+                return InferenceWorkflowProfile.Flux2;
+
+            if (baseModel.StartsWith("Flux.1", StringComparison.OrdinalIgnoreCase))
+                return InferenceWorkflowProfile.Flux;
+
+            if (baseModel.Equals("HiDream", StringComparison.OrdinalIgnoreCase))
+                return InferenceWorkflowProfile.HiDream;
+        }
+
+        var name = model?.RelativePath ?? string.Empty;
+
+        if (
+            name.Contains("z_image", StringComparison.OrdinalIgnoreCase)
+            || name.Contains("z-image", StringComparison.OrdinalIgnoreCase)
+            || name.Contains("zimage", StringComparison.OrdinalIgnoreCase)
+        )
+        {
+            return name.Contains("turbo", StringComparison.OrdinalIgnoreCase)
+                ? InferenceWorkflowProfile.ZImageTurbo
+                : InferenceWorkflowProfile.ZImageBase;
+        }
+
+        if (name.Contains("flux2", StringComparison.OrdinalIgnoreCase))
+            return InferenceWorkflowProfile.Flux2;
+
+        if (name.Contains("flux", StringComparison.OrdinalIgnoreCase))
+            return InferenceWorkflowProfile.Flux;
+
+        if (name.Contains("anima", StringComparison.OrdinalIgnoreCase))
+            return InferenceWorkflowProfile.Anima;
+
+        if (name.Contains("hidream", StringComparison.OrdinalIgnoreCase))
+            return InferenceWorkflowProfile.HiDream;
+
+        return InferenceWorkflowProfile.DefaultCheckpoint;
+    }
+
     /// <summary>
     /// Loads text encoders from the saved model state, supporting both new and legacy formats.
     /// </summary>
@@ -714,6 +809,8 @@ partial void OnSelectedModelLoaderChanged(ModelLoader value)
             if (TextEncoders.Count == 0)
                 SetDefaultEncoderCount();
         }
+
+        RefreshWorkflowProfileState();
     }
 
     partial void OnSelectedModelChanged(HybridModelFile? value)
@@ -736,7 +833,11 @@ partial void OnSelectedModelChanged(HybridModelFile? value)
         }
     }
 
-    partial void OnSelectedUnetModelChanged(HybridModelFile? value) => OnSelectedModelChanged(value);
+    partial void OnSelectedUnetModelChanged(HybridModelFile? value)
+    {
+        OnSelectedModelChanged(value);
+        RefreshWorkflowProfileState();
+    }
 
     partial void OnSelectedClipTypeChanged(string? value)
     {
@@ -748,6 +849,52 @@ partial void OnSelectedClipTypeChanged(string? value)
         }
     }
 
+    partial void OnSelectedWorkflowProfileChanged(InferenceWorkflowProfile value)
+    {
+        if (!isLoadingState)
+        {
+            ApplyDefaultClipTypeForResolvedProfile(preserveUserSelections: true);
+        }
+
+        RefreshWorkflowProfileState();
+    }
+
+    private void RefreshWorkflowProfileState()
+    {
+        OnPropertyChanged(nameof(ResolvedWorkflowProfile));
+        OnPropertyChanged(nameof(IsHiDreamWorkflow));
+        OnPropertyChanged(nameof(ShowShift));
+        OnPropertyChanged(nameof(ShowEncoderTypeSelection));
+        OnPropertyChanged(nameof(HasRecommendedDefaults));
+
+        if (!isLoadingState)
+        {
+            ApplyDefaultClipTypeForResolvedProfile(preserveUserSelections: true);
+        }
+    }
+
+    private void ApplyDefaultClipTypeForResolvedProfile(bool preserveUserSelections)
+    {
+        if (SelectedWorkflowProfile is InferenceWorkflowProfile.Custom)
+            return;
+
+        var clipType = ResolvedWorkflowProfile switch
+        {
+            InferenceWorkflowProfile.Flux => "flux",
+            InferenceWorkflowProfile.Flux2 => "flux2",
+            InferenceWorkflowProfile.ZImageBase or InferenceWorkflowProfile.ZImageTurbo => "lumina2",
+            InferenceWorkflowProfile.Anima => "stable_diffusion",
+            InferenceWorkflowProfile.HiDream => "HiDream",
+            _ => SelectedClipType,
+        };
+
+        if (string.IsNullOrWhiteSpace(clipType) || SelectedClipType == clipType)
+            return;
+
+        SelectedClipType = clipType;
+        SetDefaultEncoderCount(preserveUserSelections);
+    }
+
     /// <summary>
     /// Flag to prevent auto-adjustment during state loading.
     /// </summary>
@@ -814,6 +961,15 @@ private void RemoveEncoder()
         }
     }
 
+    [RelayCommand]
+    private void ApplyRecommendedDefaults()
+    {
+        if (!HasRecommendedDefaults)
+            return;
+
+        RecommendedDefaultsRequested?.Invoke(ResolvedWorkflowProfile);
+    }
+
     private void SetupStandaloneModelLoader(ModuleApplyStepEventArgs e)
     {
         if (SelectedModelLoader is ModelLoader.Unet && IsGguf)
@@ -844,7 +1000,7 @@ private void SetupStandaloneModelLoader(ModuleApplyStepEventArgs e)
             e.Builder.Connections.Base.Model = checkpointLoader.Output;
         }
 
-        if (SelectedModelLoader is ModelLoader.Unet && IsHiDreamClip)
+        if (SelectedModelLoader is ModelLoader.Unet && IsHiDreamWorkflow)
         {
             var modelSamplingSd3 = e.Nodes.AddTypedNode(
                 new ComfyNodeBuilder.ModelSamplingSD3
@@ -1051,6 +1207,8 @@ internal class ModelCardModel
         public List<string?>? TextEncoderNames { get; init; }
 
         public string? SelectedClipType { get; init; }
+        public InferenceWorkflowProfile SelectedWorkflowProfile { get; init; } =
+            InferenceWorkflowProfile.Auto;
         public string? SelectedDType { get; init; }
         public double Shift { get; init; } = 3.0;
         public ModelLoader ModelLoader { get; init; }

From 57f80e69a768c01acbbc245f7c8e7a56aed08541 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 29 Apr 2026 20:43:28 -0700
Subject: [PATCH 164/218] Move workflow selector into model card

---
 .../Controls/Inference/ModelCard.axaml        | 76 +++++++++----------
 1 file changed, 38 insertions(+), 38 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml b/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
index d59f0a32a..e7af80631 100644
--- a/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
+++ b/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
@@ -111,6 +111,44 @@
                             </StackPanel>
                         </Grid>
 
+                        <!--  Workflow Profile  -->
+                        <Grid Margin="0,8,0,0" ColumnDefinitions="60,*,Auto">
+                            <TextBlock
+                                Grid.Column="0"
+                                VerticalAlignment="Center"
+                                Text="Workflow"
+                                TextAlignment="Left" />
+                            <controls:BetterComboBox
+                                Grid.Column="1"
+                                Padding="8,6,4,6"
+                                HorizontalAlignment="Stretch"
+                                ItemsSource="{Binding WorkflowProfiles}"
+                                SelectedItem="{Binding SelectedWorkflowProfile}">
+                                <controls:BetterComboBox.Resources>
+                                    <converters:EnumStringConverter x:Key="EnumStringConverter" />
+                                </controls:BetterComboBox.Resources>
+                                <controls:BetterComboBox.ItemTemplate>
+                                    <DataTemplate>
+                                        <TextBlock Text="{Binding ., Converter={StaticResource EnumStringConverter}}" />
+                                    </DataTemplate>
+                                </controls:BetterComboBox.ItemTemplate>
+                                <controls:BetterComboBox.SelectionBoxItemTemplate>
+                                    <DataTemplate>
+                                        <TextBlock Text="{Binding ., Converter={StaticResource EnumStringConverter}}" />
+                                    </DataTemplate>
+                                </controls:BetterComboBox.SelectionBoxItemTemplate>
+                            </controls:BetterComboBox>
+                            <Button
+                                Grid.Column="2"
+                                Margin="4,0,0,0"
+                                VerticalAlignment="Stretch"
+                                Command="{Binding ApplyRecommendedDefaultsCommand}"
+                                IsEnabled="{Binding HasRecommendedDefaults}"
+                                ToolTip.Tip="Apply recommended sampler defaults">
+                                <fluent:SymbolIcon FontSize="16" Symbol="Sparkle" />
+                            </Button>
+                        </Grid>
+
                         <!--  Refiner (below Model, when enabled)  -->
                         <Grid
                             Margin="0,8,0,0"
@@ -239,44 +277,6 @@
                                 </Grid>
                             </Expander.Header>
                             <StackPanel Margin="0,4,0,0" Spacing="8">
-                                <!--  Workflow Profile  -->
-                                <Grid ColumnDefinitions="90,*,Auto">
-                                    <TextBlock
-                                        Grid.Column="0"
-                                        VerticalAlignment="Center"
-                                        Text="Workflow"
-                                        TextAlignment="Left" />
-                                    <controls:BetterComboBox
-                                        Grid.Column="1"
-                                        Padding="8,6,4,6"
-                                        HorizontalAlignment="Stretch"
-                                        ItemsSource="{Binding WorkflowProfiles}"
-                                        SelectedItem="{Binding SelectedWorkflowProfile}">
-                                        <controls:BetterComboBox.Resources>
-                                            <converters:EnumStringConverter x:Key="EnumStringConverter" />
-                                        </controls:BetterComboBox.Resources>
-                                        <controls:BetterComboBox.ItemTemplate>
-                                            <DataTemplate>
-                                                <TextBlock Text="{Binding ., Converter={StaticResource EnumStringConverter}}" />
-                                            </DataTemplate>
-                                        </controls:BetterComboBox.ItemTemplate>
-                                        <controls:BetterComboBox.SelectionBoxItemTemplate>
-                                            <DataTemplate>
-                                                <TextBlock Text="{Binding ., Converter={StaticResource EnumStringConverter}}" />
-                                            </DataTemplate>
-                                        </controls:BetterComboBox.SelectionBoxItemTemplate>
-                                    </controls:BetterComboBox>
-                                    <Button
-                                        Grid.Column="2"
-                                        Margin="4,0,0,0"
-                                        VerticalAlignment="Stretch"
-                                        Command="{Binding ApplyRecommendedDefaultsCommand}"
-                                        IsEnabled="{Binding HasRecommendedDefaults}"
-                                        ToolTip.Tip="Apply recommended sampler defaults">
-                                        <fluent:SymbolIcon FontSize="16" Symbol="Sparkle" />
-                                    </Button>
-                                </Grid>
-
                                 <!--  Encoder Type  -->
                                 <Grid ColumnDefinitions="90,*" IsVisible="{Binding ShowEncoderTypeSelection}">
                                     <TextBlock

From 88d74ce62302a3c0bf81d2b633b1d8aae3cdd98a Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 29 Apr 2026 20:49:29 -0700
Subject: [PATCH 165/218] Add inference workflow recommended defaults

---
 CHANGELOG.md                                  |  2 +-
 .../Controls/Inference/ModelCard.axaml        |  2 +-
 .../InferenceTextToImageViewModel.cs          | 24 +++++++++++++++++++
 .../Inference/ModelCardViewModel.cs           |  8 +++++--
 4 files changed, 32 insertions(+), 4 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index cb496f925..69a5d2dd9 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,7 +9,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 ### Added
 - Added support for the civitai.red (mature-content) domain — NSFW CivitAI links now open and copy as civitai.red URLs, and pasting a civitai.red URL into the CivitAI model browser search works the same as a civitai.com URL
 - Added official Inference support for Z-Image/Z-Image-Turbo, Anima, and Flux.2 UNet-only workflows, including their text encoder, latent, scheduler, and sampling requirements
-- Added an Inference workflow profile selector with recommended defaults for Z-Image Base and Z-Image Turbo
+- Added an Inference workflow profile selector with recommended defaults for default checkpoints, Flux, Flux.2, Z-Image Base/Turbo, and Anima
 ### Changed
 - The CivitAI base model type filter now uses CivitAI's official `/api/v1/enums` endpoint, with fallbacks to the previous technique and a built-in list, so the filter stays populated even if the CivitAI response format changes or the service is unreachable
 ### Fixed
diff --git a/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml b/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
index e7af80631..407f1751f 100644
--- a/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
+++ b/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
@@ -112,7 +112,7 @@
                         </Grid>
 
                         <!--  Workflow Profile  -->
-                        <Grid Margin="0,8,0,0" ColumnDefinitions="60,*,Auto">
+                        <Grid Margin="0,8,0,0" ColumnDefinitions="90,*,Auto">
                             <TextBlock
                                 Grid.Column="0"
                                 VerticalAlignment="Center"
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs
index d45ce2322..8f4155f2e 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs
@@ -348,6 +348,24 @@ private void ApplyRecommendedDefaults(InferenceWorkflowProfile profile)
     {
         switch (profile)
         {
+            case InferenceWorkflowProfile.DefaultCheckpoint:
+                SamplerCardViewModel.SelectedSampler = ComfySampler.EulerAncestral;
+                SamplerCardViewModel.SelectedScheduler = ComfyScheduler.Normal;
+                SamplerCardViewModel.Steps = 30;
+                SamplerCardViewModel.CfgScale = 5.0d;
+                break;
+            case InferenceWorkflowProfile.Flux:
+                SamplerCardViewModel.SelectedSampler = ComfySampler.Euler;
+                SamplerCardViewModel.SelectedScheduler = ComfyScheduler.Simple;
+                SamplerCardViewModel.Steps = 20;
+                SamplerCardViewModel.CfgScale = 3.5d;
+                break;
+            case InferenceWorkflowProfile.Flux2:
+                SamplerCardViewModel.SelectedSampler = ComfySampler.Euler;
+                SamplerCardViewModel.SelectedScheduler = ComfyScheduler.Normal;
+                SamplerCardViewModel.Steps = 20;
+                SamplerCardViewModel.CfgScale = 5.0d;
+                break;
             case InferenceWorkflowProfile.ZImageTurbo:
                 SamplerCardViewModel.SelectedSampler = ComfySampler.ResMultistep;
                 SamplerCardViewModel.SelectedScheduler = ComfyScheduler.Simple;
@@ -360,6 +378,12 @@ private void ApplyRecommendedDefaults(InferenceWorkflowProfile profile)
                 SamplerCardViewModel.Steps = 30;
                 SamplerCardViewModel.CfgScale = 4.0d;
                 break;
+            case InferenceWorkflowProfile.Anima:
+                SamplerCardViewModel.SelectedSampler = ComfySampler.ErSde;
+                SamplerCardViewModel.SelectedScheduler = ComfyScheduler.Simple;
+                SamplerCardViewModel.Steps = 30;
+                SamplerCardViewModel.CfgScale = 4.0d;
+                break;
         }
     }
 
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
index b4074bc59..d27ba4948 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
@@ -267,8 +267,12 @@ SelectedWorkflowProfile is InferenceWorkflowProfile.Auto
             : SelectedWorkflowProfile;
     public bool HasRecommendedDefaults =>
         ResolvedWorkflowProfile
-            is InferenceWorkflowProfile.ZImageBase
-                or InferenceWorkflowProfile.ZImageTurbo;
+            is InferenceWorkflowProfile.DefaultCheckpoint
+                or InferenceWorkflowProfile.Flux
+                or InferenceWorkflowProfile.Flux2
+                or InferenceWorkflowProfile.ZImageBase
+                or InferenceWorkflowProfile.ZImageTurbo
+                or InferenceWorkflowProfile.Anima;
 
     public event Action<InferenceWorkflowProfile>? RecommendedDefaultsRequested;
 

From 572c1bd29484b80f19eafa7227dce59d04380802 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 29 Apr 2026 23:18:54 -0700
Subject: [PATCH 166/218] Polish inference workflow selector UX

---
 CHANGELOG.md                                  |   1 +
 .../Controls/Inference/ModelCard.axaml        |  10 +-
 .../Dialogs/ModelPickerDialogViewModel.cs     |  45 ++++++-
 .../Inference/ModelCardViewModel.cs           | 122 +++++++++++++++++-
 4 files changed, 168 insertions(+), 10 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 69a5d2dd9..607e21ca6 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -12,6 +12,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Added an Inference workflow profile selector with recommended defaults for default checkpoints, Flux, Flux.2, Z-Image Base/Turbo, and Anima
 ### Changed
 - The CivitAI base model type filter now uses CivitAI's official `/api/v1/enums` endpoint, with fallbacks to the previous technique and a built-in list, so the filter stays populated even if the CivitAI response format changes or the service is unreachable
+- Improved the Inference workflow selector UX with Auto detection feedback, workflow-aware model lists, and recommended-default tooltips
 ### Fixed
 - Fixed CivitAI model browsing breaking during Discovery API outages — the browser now falls back to the direct CivitAI API when Discovery returns a server error, authentication failure, or times out
 - Fixed UNet-only model selection sometimes clearing during model-list refreshes, which could hide text encoder slots after generating, cancelling, or reconnecting to ComfyUI
diff --git a/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml b/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
index 407f1751f..b295351d0 100644
--- a/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
+++ b/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
@@ -56,7 +56,7 @@
                                 Grid.Column="1"
                                 Padding="8,6,4,6"
                                 HorizontalAlignment="Stretch"
-                                ItemsSource="{Binding ClientManager.AllModels}"
+                                ItemsSource="{Binding WorkflowFilteredModels}"
                                 SelectedItem="{Binding SelectedUnifiedModel}"
                                 Theme="{StaticResource BetterComboBoxHybridModelTheme}" />
 
@@ -144,10 +144,16 @@
                                 VerticalAlignment="Stretch"
                                 Command="{Binding ApplyRecommendedDefaultsCommand}"
                                 IsEnabled="{Binding HasRecommendedDefaults}"
-                                ToolTip.Tip="Apply recommended sampler defaults">
+                                ToolTip.Tip="{Binding RecommendedDefaultsToolTip}">
                                 <fluent:SymbolIcon FontSize="16" Symbol="Sparkle" />
                             </Button>
                         </Grid>
+                        <TextBlock
+                            Margin="90,4,0,0"
+                            FontSize="11"
+                            Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                            IsVisible="{Binding ShowWorkflowProfileStatus}"
+                            Text="{Binding WorkflowProfileStatusText}" />
 
                         <!--  Refiner (below Model, when enabled)  -->
                         <Grid
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/ModelPickerDialogViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/ModelPickerDialogViewModel.cs
index d090583e3..e11bb6882 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/ModelPickerDialogViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/ModelPickerDialogViewModel.cs
@@ -12,6 +12,7 @@
 using FuzzySharp;
 using Injectio.Attributes;
 using StabilityMatrix.Avalonia.Controls;
+using StabilityMatrix.Avalonia.Models.Inference;
 using StabilityMatrix.Avalonia.Services;
 using StabilityMatrix.Avalonia.ViewModels.Base;
 using StabilityMatrix.Avalonia.ViewModels.CheckpointManager;
@@ -67,6 +68,11 @@ public partial class ModelPickerDialogViewModel : ContentDialogViewModelBase
     /// </summary>
     public ModelPickerSource Source { get; set; } = ModelPickerSource.CheckpointAndUnet;
 
+    /// <summary>
+    /// Optional workflow hint from Inference model cards. Used to open near compatible models.
+    /// </summary>
+    public InferenceWorkflowProfile PreferredWorkflowProfile { get; set; } = InferenceWorkflowProfile.Auto;
+
     [ObservableProperty]
     private string title = "Select Model";
 
@@ -215,6 +221,8 @@ public override void OnLoaded()
         if (preShowCheckpoints)
             ShowCheckpointsOnly = true;
 
+        ApplyPreferredWorkflowProfileFilters();
+
         // Populate models in background after dialog appears to reduce opening hitch.
         Dispatcher.UIThread.Post(RefreshAllModels, DispatcherPriority.Background);
 
@@ -434,7 +442,7 @@ private void LoadFilterStateForCurrentSource()
 
     private void SaveFilterStateForCurrentSource()
     {
-        if (isApplyingSavedFilterState)
+        if (isApplyingSavedFilterState || PreferredWorkflowProfile is not InferenceWorkflowProfile.Auto)
             return;
 
         var selectedBaseModels =
@@ -457,6 +465,41 @@ private void SaveFilterStateForCurrentSource()
         });
     }
 
+    private void ApplyPreferredWorkflowProfileFilters()
+    {
+        if (
+            Source is not ModelPickerSource.CheckpointAndUnet
+            || PreferredWorkflowProfile is InferenceWorkflowProfile.Auto or InferenceWorkflowProfile.Custom
+        )
+        {
+            return;
+        }
+
+        if (PreferredWorkflowProfile is InferenceWorkflowProfile.DefaultCheckpoint)
+        {
+            ShowCheckpointsOnly = true;
+            return;
+        }
+
+        ShowUnetsOnly = true;
+        pendingSelectedBaseModels = GetPreferredBaseModels(PreferredWorkflowProfile)
+            .ToHashSet(StringComparer.OrdinalIgnoreCase);
+    }
+
+    private static IEnumerable<string> GetPreferredBaseModels(InferenceWorkflowProfile profile)
+    {
+        return profile switch
+        {
+            InferenceWorkflowProfile.Flux => ["Flux.1"],
+            InferenceWorkflowProfile.Flux2 => ["Flux.2"],
+            InferenceWorkflowProfile.ZImageBase => ["ZImageBase"],
+            InferenceWorkflowProfile.ZImageTurbo => ["ZImageTurbo"],
+            InferenceWorkflowProfile.Anima => ["Anima"],
+            InferenceWorkflowProfile.HiDream => ["HiDream"],
+            _ => [],
+        };
+    }
+
     private void UpdateFilteredModels()
     {
         var models = allModels.AsEnumerable();
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
index d27ba4948..49057bbfa 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
@@ -1,4 +1,5 @@
 using System.Collections.ObjectModel;
+using System.Collections.Specialized;
 using System.ComponentModel.DataAnnotations;
 using System.Text.Json.Nodes;
 using CommunityToolkit.Mvvm.ComponentModel;
@@ -14,6 +15,7 @@
 using StabilityMatrix.Avalonia.ViewModels.Dialogs;
 using StabilityMatrix.Avalonia.ViewModels.Inference.Modules;
 using StabilityMatrix.Core.Attributes;
+using StabilityMatrix.Core.Extensions;
 using StabilityMatrix.Core.Models;
 using StabilityMatrix.Core.Models.Api.Comfy.Nodes;
 using StabilityMatrix.Core.Models.Api.Comfy.NodeTypes;
@@ -32,6 +34,10 @@ TabContext tabContext
 {
     [ObservableProperty]
     [NotifyPropertyChangedFor(nameof(SelectedUnifiedModel))]
+    [NotifyPropertyChangedFor(nameof(WorkflowFilteredModels))]
+    [NotifyPropertyChangedFor(nameof(WorkflowProfileStatusText))]
+    [NotifyPropertyChangedFor(nameof(ShowWorkflowProfileStatus))]
+    [NotifyPropertyChangedFor(nameof(RecommendedDefaultsToolTip))]
     private HybridModelFile? selectedModel;
 
     [ObservableProperty]
@@ -40,7 +46,11 @@ TabContext tabContext
         nameof(ShowPrecisionSelection),
         nameof(SelectedUnifiedModel),
         nameof(HasActiveAdvancedOptions),
-        nameof(AdvancedOptionsHeader)
+        nameof(AdvancedOptionsHeader),
+        nameof(WorkflowFilteredModels),
+        nameof(WorkflowProfileStatusText),
+        nameof(ShowWorkflowProfileStatus),
+        nameof(RecommendedDefaultsToolTip)
     )]
     private HybridModelFile? selectedUnetModel;
 
@@ -118,7 +128,11 @@ public HybridModelFile? SelectedUnifiedModel
         nameof(ShowPrecisionSelection),
         nameof(ShowEncoderSection),
         nameof(HasActiveAdvancedOptions),
-        nameof(AdvancedOptionsHeader)
+        nameof(AdvancedOptionsHeader),
+        nameof(WorkflowFilteredModels),
+        nameof(WorkflowProfileStatusText),
+        nameof(ShowWorkflowProfileStatus),
+        nameof(RecommendedDefaultsToolTip)
     )]
     private ModelLoader selectedModelLoader;
 
@@ -160,7 +174,11 @@ public HybridModelFile? SelectedUnifiedModel
         nameof(IsHiDreamWorkflow),
         nameof(ShowShift),
         nameof(ShowEncoderTypeSelection),
-        nameof(HasRecommendedDefaults)
+        nameof(HasRecommendedDefaults),
+        nameof(WorkflowFilteredModels),
+        nameof(WorkflowProfileStatusText),
+        nameof(ShowWorkflowProfileStatus),
+        nameof(RecommendedDefaultsToolTip)
     )]
     private string? selectedClipType;
 
@@ -170,7 +188,11 @@ public HybridModelFile? SelectedUnifiedModel
         nameof(IsHiDreamWorkflow),
         nameof(ShowShift),
         nameof(ShowEncoderTypeSelection),
-        nameof(HasRecommendedDefaults)
+        nameof(HasRecommendedDefaults),
+        nameof(WorkflowFilteredModels),
+        nameof(WorkflowProfileStatusText),
+        nameof(ShowWorkflowProfileStatus),
+        nameof(RecommendedDefaultsToolTip)
     )]
     private InferenceWorkflowProfile selectedWorkflowProfile = InferenceWorkflowProfile.Auto;
 
@@ -273,6 +295,29 @@ or InferenceWorkflowProfile.Flux2
                 or InferenceWorkflowProfile.ZImageBase
                 or InferenceWorkflowProfile.ZImageTurbo
                 or InferenceWorkflowProfile.Anima;
+    public bool ShowWorkflowProfileStatus =>
+        SelectedWorkflowProfile is InferenceWorkflowProfile.Auto
+        && SelectedUnifiedModel is not null
+        && ResolvedWorkflowProfile is not InferenceWorkflowProfile.Custom;
+    public string WorkflowProfileStatusText => $"Detected: {ResolvedWorkflowProfile.GetStringValue()}";
+    public string RecommendedDefaultsToolTip =>
+        ResolvedWorkflowProfile switch
+        {
+            InferenceWorkflowProfile.DefaultCheckpoint =>
+                "Apply recommended sampler defaults: Euler Ancestral / Normal / 30 steps / CFG 5",
+            InferenceWorkflowProfile.Flux =>
+                "Apply recommended sampler defaults: Euler / Simple / 20 steps / CFG 3.5",
+            InferenceWorkflowProfile.Flux2 =>
+                "Apply recommended sampler defaults: Euler / Flux2Scheduler / 20 steps / CFG 5",
+            InferenceWorkflowProfile.ZImageBase =>
+                "Apply recommended sampler defaults: Res Multistep / Simple / 30 steps / CFG 4",
+            InferenceWorkflowProfile.ZImageTurbo =>
+                "Apply recommended sampler defaults: Res Multistep / Simple / 8 steps / CFG 1",
+            InferenceWorkflowProfile.Anima =>
+                "Apply recommended sampler defaults: ER SDE / Simple / 30 steps / CFG 4",
+            _ => "No recommended sampler defaults for this workflow",
+        };
+    public IReadOnlyList<HybridModelFile> WorkflowFilteredModels => GetWorkflowFilteredModels();
 
     public event Action<InferenceWorkflowProfile>? RecommendedDefaultsRequested;
 
@@ -286,12 +331,15 @@ protected override void OnInitialLoaded()
         {
             SetDefaultEncoderCount();
         }
+
+        ClientManager.AllModels.CollectionChanged += AllModelsOnCollectionChanged;
     }
 
     public override void OnUnloaded()
     {
         base.OnUnloaded();
         ExtraNetworksStackCardViewModel.CardAdded -= ExtraNetworksStackCardViewModelOnCardAdded;
+        ClientManager.AllModels.CollectionChanged -= AllModelsOnCollectionChanged;
     }
 
     private void ExtraNetworksStackCardViewModelOnCardAdded(object? sender, LoadableViewModelBase e)
@@ -299,6 +347,11 @@ private void ExtraNetworksStackCardViewModelOnCardAdded(object? sender, Loadable
         OnSelectedModelChanged(SelectedModel);
     }
 
+    private void AllModelsOnCollectionChanged(object? sender, NotifyCollectionChangedEventArgs e)
+    {
+        OnPropertyChanged(nameof(WorkflowFilteredModels));
+    }
+
     [RelayCommand]
     private static async Task OnConfigClickAsync()
     {
@@ -327,6 +380,7 @@ private async Task OpenModelPickerAsync()
         using var pickerScope = vmFactory.CreateScope();
         var pickerVm = pickerScope.ServiceManager.Get<ModelPickerDialogViewModel>();
         pickerVm.Title = "Select Model";
+        pickerVm.PreferredWorkflowProfile = SelectedWorkflowProfile;
 
         if (await pickerVm.GetDialog().ShowAsync() == ContentDialogResult.Primary)
         {
@@ -596,10 +650,18 @@ public override void LoadStateFromJsonObject(JsonObject state)
 
     private InferenceWorkflowProfile InferWorkflowProfile()
     {
-        if (SelectedModelLoader is not ModelLoader.Unet)
+        return InferWorkflowProfile(
+            SelectedUnifiedModel,
+            SelectedModelLoader is ModelLoader.Unet
+                || SelectedUnifiedModel?.Local?.SharedFolderType is SharedFolderType.DiffusionModels
+        );
+    }
+
+    private static InferenceWorkflowProfile InferWorkflowProfile(HybridModelFile? model, bool isUnetModel)
+    {
+        if (!isUnetModel)
             return InferenceWorkflowProfile.DefaultCheckpoint;
 
-        var model = SelectedUnetModel;
         var baseModel = model?.Local?.ConnectedModelInfo?.BaseModel;
 
         if (!string.IsNullOrWhiteSpace(baseModel))
@@ -636,7 +698,11 @@ private InferenceWorkflowProfile InferWorkflowProfile()
                 : InferenceWorkflowProfile.ZImageBase;
         }
 
-        if (name.Contains("flux2", StringComparison.OrdinalIgnoreCase))
+        if (
+            name.Contains("flux2", StringComparison.OrdinalIgnoreCase)
+            || name.Contains("flux-2", StringComparison.OrdinalIgnoreCase)
+            || name.Contains("flux_2", StringComparison.OrdinalIgnoreCase)
+        )
             return InferenceWorkflowProfile.Flux2;
 
         if (name.Contains("flux", StringComparison.OrdinalIgnoreCase))
@@ -651,6 +717,44 @@ private InferenceWorkflowProfile InferWorkflowProfile()
         return InferenceWorkflowProfile.DefaultCheckpoint;
     }
 
+    private IReadOnlyList<HybridModelFile> GetWorkflowFilteredModels()
+    {
+        var allModels = ClientManager.AllModels.ToList();
+
+        if (SelectedWorkflowProfile is InferenceWorkflowProfile.Auto or InferenceWorkflowProfile.Custom)
+            return allModels;
+
+        var filteredModels = allModels
+            .Where(model => IsModelCompatibleWithWorkflow(model, SelectedWorkflowProfile))
+            .ToList();
+
+        if (filteredModels.Count == 0)
+            return allModels;
+
+        if (
+            SelectedUnifiedModel is { } selected
+            && filteredModels.All(model => !HybridModelFile.Comparer.Equals(model, selected))
+        )
+        {
+            filteredModels.Insert(0, selected);
+        }
+
+        return filteredModels;
+    }
+
+    private static bool IsModelCompatibleWithWorkflow(HybridModelFile model, InferenceWorkflowProfile profile)
+    {
+        var isUnetModel = model.Local?.SharedFolderType is SharedFolderType.DiffusionModels;
+
+        if (profile is InferenceWorkflowProfile.DefaultCheckpoint)
+            return !isUnetModel;
+
+        if (!isUnetModel)
+            return false;
+
+        return InferWorkflowProfile(model, true) == profile;
+    }
+
     /// <summary>
     /// Loads text encoders from the saved model state, supporting both new and legacy formats.
     /// </summary>
@@ -870,6 +974,10 @@ private void RefreshWorkflowProfileState()
         OnPropertyChanged(nameof(ShowShift));
         OnPropertyChanged(nameof(ShowEncoderTypeSelection));
         OnPropertyChanged(nameof(HasRecommendedDefaults));
+        OnPropertyChanged(nameof(WorkflowFilteredModels));
+        OnPropertyChanged(nameof(WorkflowProfileStatusText));
+        OnPropertyChanged(nameof(ShowWorkflowProfileStatus));
+        OnPropertyChanged(nameof(RecommendedDefaultsToolTip));
 
         if (!isLoadingState)
         {

From 1687bac452418b4d461f67375bdf39a154bcf629 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 29 Apr 2026 23:54:50 -0700
Subject: [PATCH 167/218] Keep workflow model selection flexible

---
 .../Controls/Inference/ModelCard.axaml        |  2 +-
 .../Inference/ModelCardViewModel.cs           | 19 +++++++------------
 2 files changed, 8 insertions(+), 13 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml b/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
index b295351d0..2c9a2a061 100644
--- a/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
+++ b/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
@@ -43,7 +43,7 @@
                 <controls:Card Padding="12">
                     <StackPanel Spacing="0">
                         <!--  Model Row  -->
-                        <Grid ColumnDefinitions="60,*,Auto">
+                        <Grid ColumnDefinitions="90,*,Auto">
                             <TextBlock
                                 Grid.Column="0"
                                 VerticalAlignment="Center"
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
index 49057bbfa..481eb31a6 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
@@ -724,22 +724,17 @@ private IReadOnlyList<HybridModelFile> GetWorkflowFilteredModels()
         if (SelectedWorkflowProfile is InferenceWorkflowProfile.Auto or InferenceWorkflowProfile.Custom)
             return allModels;
 
-        var filteredModels = allModels
+        var compatibleModels = allModels
             .Where(model => IsModelCompatibleWithWorkflow(model, SelectedWorkflowProfile))
-            .ToList();
+            .ToHashSet(HybridModelFile.Comparer);
 
-        if (filteredModels.Count == 0)
+        if (compatibleModels.Count == 0)
             return allModels;
 
-        if (
-            SelectedUnifiedModel is { } selected
-            && filteredModels.All(model => !HybridModelFile.Comparer.Equals(model, selected))
-        )
-        {
-            filteredModels.Insert(0, selected);
-        }
-
-        return filteredModels;
+        return allModels
+            .OrderBy(model => compatibleModels.Contains(model) ? 0 : 1)
+            .ThenBy(model => model.ShortDisplayName, StringComparer.OrdinalIgnoreCase)
+            .ToList();
     }
 
     private static bool IsModelCompatibleWithWorkflow(HybridModelFile model, InferenceWorkflowProfile profile)

From 4c440ccbc531186e4e17c81dbfd41aa8cacf2c7d Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 29 Apr 2026 23:56:15 -0700
Subject: [PATCH 168/218] Avoid refreshing workflow models during selection

---
 .../ViewModels/Inference/ModelCardViewModel.cs               | 5 -----
 1 file changed, 5 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
index 481eb31a6..aa426debc 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
@@ -34,7 +34,6 @@ TabContext tabContext
 {
     [ObservableProperty]
     [NotifyPropertyChangedFor(nameof(SelectedUnifiedModel))]
-    [NotifyPropertyChangedFor(nameof(WorkflowFilteredModels))]
     [NotifyPropertyChangedFor(nameof(WorkflowProfileStatusText))]
     [NotifyPropertyChangedFor(nameof(ShowWorkflowProfileStatus))]
     [NotifyPropertyChangedFor(nameof(RecommendedDefaultsToolTip))]
@@ -47,7 +46,6 @@ TabContext tabContext
         nameof(SelectedUnifiedModel),
         nameof(HasActiveAdvancedOptions),
         nameof(AdvancedOptionsHeader),
-        nameof(WorkflowFilteredModels),
         nameof(WorkflowProfileStatusText),
         nameof(ShowWorkflowProfileStatus),
         nameof(RecommendedDefaultsToolTip)
@@ -129,7 +127,6 @@ public HybridModelFile? SelectedUnifiedModel
         nameof(ShowEncoderSection),
         nameof(HasActiveAdvancedOptions),
         nameof(AdvancedOptionsHeader),
-        nameof(WorkflowFilteredModels),
         nameof(WorkflowProfileStatusText),
         nameof(ShowWorkflowProfileStatus),
         nameof(RecommendedDefaultsToolTip)
@@ -175,7 +172,6 @@ public HybridModelFile? SelectedUnifiedModel
         nameof(ShowShift),
         nameof(ShowEncoderTypeSelection),
         nameof(HasRecommendedDefaults),
-        nameof(WorkflowFilteredModels),
         nameof(WorkflowProfileStatusText),
         nameof(ShowWorkflowProfileStatus),
         nameof(RecommendedDefaultsToolTip)
@@ -969,7 +965,6 @@ private void RefreshWorkflowProfileState()
         OnPropertyChanged(nameof(ShowShift));
         OnPropertyChanged(nameof(ShowEncoderTypeSelection));
         OnPropertyChanged(nameof(HasRecommendedDefaults));
-        OnPropertyChanged(nameof(WorkflowFilteredModels));
         OnPropertyChanged(nameof(WorkflowProfileStatusText));
         OnPropertyChanged(nameof(ShowWorkflowProfileStatus));
         OnPropertyChanged(nameof(RecommendedDefaultsToolTip));

From ec3c6f9ff45bbb63ca881f1f8f445c04e7f2e939 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 30 Apr 2026 00:04:13 -0700
Subject: [PATCH 169/218] Keep inline model dropdown alphabetical

---
 .../Controls/Inference/ModelCard.axaml        |  2 +-
 .../Inference/ModelCardViewModel.cs           | 44 -------------------
 2 files changed, 1 insertion(+), 45 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml b/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
index 2c9a2a061..e032886d7 100644
--- a/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
+++ b/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
@@ -56,7 +56,7 @@
                                 Grid.Column="1"
                                 Padding="8,6,4,6"
                                 HorizontalAlignment="Stretch"
-                                ItemsSource="{Binding WorkflowFilteredModels}"
+                                ItemsSource="{Binding ClientManager.AllModels}"
                                 SelectedItem="{Binding SelectedUnifiedModel}"
                                 Theme="{StaticResource BetterComboBoxHybridModelTheme}" />
 
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
index aa426debc..82040b01b 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
@@ -1,5 +1,4 @@
 using System.Collections.ObjectModel;
-using System.Collections.Specialized;
 using System.ComponentModel.DataAnnotations;
 using System.Text.Json.Nodes;
 using CommunityToolkit.Mvvm.ComponentModel;
@@ -185,7 +184,6 @@ public HybridModelFile? SelectedUnifiedModel
         nameof(ShowShift),
         nameof(ShowEncoderTypeSelection),
         nameof(HasRecommendedDefaults),
-        nameof(WorkflowFilteredModels),
         nameof(WorkflowProfileStatusText),
         nameof(ShowWorkflowProfileStatus),
         nameof(RecommendedDefaultsToolTip)
@@ -313,7 +311,6 @@ SelectedWorkflowProfile is InferenceWorkflowProfile.Auto
                 "Apply recommended sampler defaults: ER SDE / Simple / 30 steps / CFG 4",
             _ => "No recommended sampler defaults for this workflow",
         };
-    public IReadOnlyList<HybridModelFile> WorkflowFilteredModels => GetWorkflowFilteredModels();
 
     public event Action<InferenceWorkflowProfile>? RecommendedDefaultsRequested;
 
@@ -327,15 +324,12 @@ protected override void OnInitialLoaded()
         {
             SetDefaultEncoderCount();
         }
-
-        ClientManager.AllModels.CollectionChanged += AllModelsOnCollectionChanged;
     }
 
     public override void OnUnloaded()
     {
         base.OnUnloaded();
         ExtraNetworksStackCardViewModel.CardAdded -= ExtraNetworksStackCardViewModelOnCardAdded;
-        ClientManager.AllModels.CollectionChanged -= AllModelsOnCollectionChanged;
     }
 
     private void ExtraNetworksStackCardViewModelOnCardAdded(object? sender, LoadableViewModelBase e)
@@ -343,11 +337,6 @@ private void ExtraNetworksStackCardViewModelOnCardAdded(object? sender, Loadable
         OnSelectedModelChanged(SelectedModel);
     }
 
-    private void AllModelsOnCollectionChanged(object? sender, NotifyCollectionChangedEventArgs e)
-    {
-        OnPropertyChanged(nameof(WorkflowFilteredModels));
-    }
-
     [RelayCommand]
     private static async Task OnConfigClickAsync()
     {
@@ -713,39 +702,6 @@ private static InferenceWorkflowProfile InferWorkflowProfile(HybridModelFile? mo
         return InferenceWorkflowProfile.DefaultCheckpoint;
     }
 
-    private IReadOnlyList<HybridModelFile> GetWorkflowFilteredModels()
-    {
-        var allModels = ClientManager.AllModels.ToList();
-
-        if (SelectedWorkflowProfile is InferenceWorkflowProfile.Auto or InferenceWorkflowProfile.Custom)
-            return allModels;
-
-        var compatibleModels = allModels
-            .Where(model => IsModelCompatibleWithWorkflow(model, SelectedWorkflowProfile))
-            .ToHashSet(HybridModelFile.Comparer);
-
-        if (compatibleModels.Count == 0)
-            return allModels;
-
-        return allModels
-            .OrderBy(model => compatibleModels.Contains(model) ? 0 : 1)
-            .ThenBy(model => model.ShortDisplayName, StringComparer.OrdinalIgnoreCase)
-            .ToList();
-    }
-
-    private static bool IsModelCompatibleWithWorkflow(HybridModelFile model, InferenceWorkflowProfile profile)
-    {
-        var isUnetModel = model.Local?.SharedFolderType is SharedFolderType.DiffusionModels;
-
-        if (profile is InferenceWorkflowProfile.DefaultCheckpoint)
-            return !isUnetModel;
-
-        if (!isUnetModel)
-            return false;
-
-        return InferWorkflowProfile(model, true) == profile;
-    }
-
     /// <summary>
     /// Loads text encoders from the saved model state, supporting both new and legacy formats.
     /// </summary>

From 45e827f606adfaf8f831b57725e9766af0657ddf Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 4 May 2026 19:28:21 -0700
Subject: [PATCH 170/218] add shoutouts

---
 CHANGELOG.md | 12 +++++++++++-
 1 file changed, 11 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7461212d2..5106e2e12 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -16,6 +16,9 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Fixed SwarmUI user settings (theme, output format, server configuration, etc.) and any user-added backend entries being overwritten when the install flow ran over an existing install — `Settings.fds` and `Backends.fds` are now merged with their existing contents instead of being rewritten from a stale template
 - Fixed pip requirements handling for environment-marker dependencies - thanks to @NeuralFault!
 - Fixed [#1608](https://github.com/LykosAI/StabilityMatrix/issues/1608) - Crash when cdn fetch fails due to error notification not being shown on UI Thread - thanks to @NeuralFault!
+### Supporters
+#### 🌟 Visionaries
+So much love to our Visionaries — **Waterclouds**, **bluepopsicle**, **Ibixat**, **Droolguy**, **snotty**, **LG**, and **whudunit** — thank you for your continued enthusiasm, kindness, and sheer staying-power. You've been with us through some big changes, and we're so lucky to have you in our corner. And the warmest welcome to our newest Visionaries **MrMxyzptlk12836**, **Psilocyfer18731**, **KalAbaddon**, **RustCupcake**, and **moon_milky2843** — we're so happy you're here, and we can't wait to get to know you. 💛
 
 ## v2.16.0-dev.3
 ### Added
@@ -131,7 +134,7 @@ Huge shoutout to our amazing Visionaries: **Waterclouds**, **JungleDragon**, **b
 #### 🌟 Visionaries
 A massive thank you to our esteemed Visionaries: **Waterclouds**, **JungleDragon**, **bluepopsicle**, **Bob S**, and **whudunit**! Your generosity is the powerhouse behind Stability Matrix, enabling us to keep building and refining with confidence. We are truly grateful for your partnership!
 
-## [Unreleased - v2.15.8]
+## v2.15.8
 ### Added
 - Added support for the civitai.red (mature-content) domain — NSFW CivitAI links now open and copy as civitai.red URLs, and pasting a civitai.red URL into the CivitAI model browser search works the same as a civitai.com URL
 ### Changed
@@ -139,6 +142,13 @@ A massive thank you to our esteemed Visionaries: **Waterclouds**, **JungleDragon
 ### Fixed
 - Fixed CivitAI model browsing breaking during Discovery API outages — the browser now falls back to the direct CivitAI API when Discovery returns a server error, authentication failure, or times out
 - Fixed SwarmUI user settings (theme, output format, server configuration, etc.) and any user-added backend entries being overwritten when the install flow ran over an existing install — `Settings.fds` and `Backends.fds` are now merged with their existing contents instead of being rewritten from a stale template
+- Fixed pip requirements handling for environment-marker dependencies - thanks to @NeuralFault!
+- Fixed [#1608](https://github.com/LykosAI/StabilityMatrix/issues/1608) - Crash when cdn fetch fails due to error notification not being shown on UI Thread - thanks to @NeuralFault!
+#### Supporters
+#### 🌟 Visionaries
+Heaps of gratitude to our Visionaries — **Waterclouds**, **bluepopsicle**, **Ibixat**, **Droolguy**, **snotty**, **LG**, and **whudunit** — for sticking with us release after release. Your encouragement, your patience while we chase down those last bugs, and the sheer fact of you being here keeps us showing up at the keyboard. We're so glad you're part of this little corner of the internet with us. And big warm welcomes again to our newest Visionaries **MrMxyzptlk12836**, **Psilocyfer18731**, **KalAbaddon**, **RustCupcake**, and **moon_milky2843** — make yourselves at home, you're among friends! 💛
+#### 🚀 Pioneers
+And the Pioneer crew — what a lineup. A massive thank-you to **Szir777**, **[USA]TechDude**, **takyamtom**, **SinthCore**, **Commissar Lord Death**, **Ahmed S**, **SeraphOfSalem**, and **Jisuren** — your steady presence, kind words, and patience as we've shifted things around mean more than you know. A heartfelt welcome back to **Tigon**, who's returned to the Pioneer ranks after a little time away — so glad you're back. 🎉 And a special hello to **jweg79**, who's been quietly supporting us for a while and just decided to step up and join the Pioneer crew this round — so happy to have you here. To our newest Pioneers, an enormous welcome: **rwx14662**, **Hurbie53**, **ahnhj.al**, **drew.lukas**, **Firelight**, **joeto332987**, **Tuskaruho**, **Cjloha**, and **Alligator1907**. We're absolutely thrilled to have you with us. (And to our anonymous Pioneer out there too, our thanks reaches you — we see you. 💛)
 
 ## v2.15.7
 ### Added

From 1f1340c6b7a784c542f3f244511c01981938ee68 Mon Sep 17 00:00:00 2001
From: JT <mohnjiles@gmail.com>
Date: Mon, 4 May 2026 19:30:37 -0700
Subject: [PATCH 171/218] Apply suggestion from @gemini-code-assist[bot]

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 5106e2e12..c4df1b8c4 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -144,7 +144,7 @@ A massive thank you to our esteemed Visionaries: **Waterclouds**, **JungleDragon
 - Fixed SwarmUI user settings (theme, output format, server configuration, etc.) and any user-added backend entries being overwritten when the install flow ran over an existing install — `Settings.fds` and `Backends.fds` are now merged with their existing contents instead of being rewritten from a stale template
 - Fixed pip requirements handling for environment-marker dependencies - thanks to @NeuralFault!
 - Fixed [#1608](https://github.com/LykosAI/StabilityMatrix/issues/1608) - Crash when cdn fetch fails due to error notification not being shown on UI Thread - thanks to @NeuralFault!
-#### Supporters
+### Supporters
 #### 🌟 Visionaries
 Heaps of gratitude to our Visionaries — **Waterclouds**, **bluepopsicle**, **Ibixat**, **Droolguy**, **snotty**, **LG**, and **whudunit** — for sticking with us release after release. Your encouragement, your patience while we chase down those last bugs, and the sheer fact of you being here keeps us showing up at the keyboard. We're so glad you're part of this little corner of the internet with us. And big warm welcomes again to our newest Visionaries **MrMxyzptlk12836**, **Psilocyfer18731**, **KalAbaddon**, **RustCupcake**, and **moon_milky2843** — make yourselves at home, you're among friends! 💛
 #### 🚀 Pioneers

From 96e0f1f30a29b7877fd3aa589c2fbcaefa9c9157 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 4 May 2026 19:43:51 -0700
Subject: [PATCH 172/218] Fixed ComfyUI-Zluda not inheriting --enable-manager
 from the base ComfyUI launch options, which was breaking the bundled
 custom-node manager. Thanks to @NeuralFault (#1628)

---
 CHANGELOG.md                                       | 1 +
 StabilityMatrix.Core/Models/Packages/ComfyZluda.cs | 6 +++++-
 2 files changed, 6 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7461212d2..2be7f4482 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -16,6 +16,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Fixed SwarmUI user settings (theme, output format, server configuration, etc.) and any user-added backend entries being overwritten when the install flow ran over an existing install — `Settings.fds` and `Backends.fds` are now merged with their existing contents instead of being rewritten from a stale template
 - Fixed pip requirements handling for environment-marker dependencies - thanks to @NeuralFault!
 - Fixed [#1608](https://github.com/LykosAI/StabilityMatrix/issues/1608) - Crash when cdn fetch fails due to error notification not being shown on UI Thread - thanks to @NeuralFault!
+- Fixed ComfyUI-Zluda inheriting `--enable-manager` from the base ComfyUI launch options, which blocked the bundled custom-node manager from initializing - thanks to @NeuralFault!
 
 ## v2.16.0-dev.3
 ### Added
diff --git a/StabilityMatrix.Core/Models/Packages/ComfyZluda.cs b/StabilityMatrix.Core/Models/Packages/ComfyZluda.cs
index 8cee6ce84..e3a8a3d98 100644
--- a/StabilityMatrix.Core/Models/Packages/ComfyZluda.cs
+++ b/StabilityMatrix.Core/Models/Packages/ComfyZluda.cs
@@ -102,7 +102,11 @@ public override List<LaunchOptionDefinition> LaunchOptions
                 },
             };
 
-            options.AddRange(base.LaunchOptions.Where(x => x.Name != "Cross Attention Method"));
+            options.AddRange(
+                base.LaunchOptions.Where(x =>
+                    x.Name != "Cross Attention Method" && !x.Options.Contains("--enable-manager")
+                )
+            );
             return options;
         }
     }

From 82e351af5d76ea14c71f17d6f754de0b3a16200c Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 4 May 2026 22:49:19 -0700
Subject: [PATCH 173/218] Simplify Organize Models dialog layout

Consolidate the busy header into a single column flow: drop the
side-by-side Preview card, merge the count pills + filter checkboxes
into one row of clickable filter chips with an accent-bordered
selected state, inline the metadata warning as a slim banner, and
swap the Variables expander for a teaching tip with a toggle button
on the pattern textbox.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../Dialogs/OrganizeModelsDialogViewModel.cs  |  17 +-
 .../Views/Dialogs/OrganizeModelsDialog.axaml  | 439 ++++++++++--------
 2 files changed, 249 insertions(+), 207 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/OrganizeModelsDialogViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/OrganizeModelsDialogViewModel.cs
index 00f5523d2..7e9a0497a 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/OrganizeModelsDialogViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/OrganizeModelsDialogViewModel.cs
@@ -54,12 +54,17 @@ ModelOrganizationService modelOrganizationService
 
     [ObservableProperty]
     [NotifyPropertyChangedFor(nameof(ShowMissingMetadataWarning))]
+    [NotifyPropertyChangedFor(nameof(ShowMetadataActions))]
     public partial int MissingMetadataCount { get; set; }
 
     [ObservableProperty]
     [NotifyPropertyChangedFor(nameof(ShowIncompleteMetadataWarning))]
+    [NotifyPropertyChangedFor(nameof(ShowMetadataActions))]
     public partial int IncompleteMetadataCount { get; set; }
 
+    [ObservableProperty]
+    public partial bool IsVariablesTipOpen { get; set; }
+
     [ObservableProperty]
     public partial bool ShowReadyItems { get; set; } = true;
 
@@ -83,6 +88,8 @@ ModelOrganizationService modelOrganizationService
 
     public bool ShowIncompleteMetadataWarning => IncompleteMetadataCount > 0;
 
+    public bool ShowMetadataActions => ShowMissingMetadataWarning || ShowIncompleteMetadataWarning;
+
     public string ReadySummary =>
         Plan == null
             ? string.Empty
@@ -205,14 +212,20 @@ private void UpdatePreviewSample()
     public override BetterContentDialog GetDialog()
     {
         var dialog = base.GetDialog();
-        dialog.MinDialogWidth = 900;
-        dialog.MaxDialogHeight = 800;
+        dialog.MinDialogWidth = 1120;
+        dialog.MaxDialogHeight = 900;
         dialog.IsFooterVisible = false;
         dialog.CloseOnClickOutside = true;
         dialog.ContentVerticalScrollBarVisibility = ScrollBarVisibility.Disabled;
         return dialog;
     }
 
+    [RelayCommand]
+    private void OpenVariablesTip() => IsVariablesTipOpen = true;
+
+    [RelayCommand]
+    private void ToggleVariablesTip() => IsVariablesTipOpen = !IsVariablesTipOpen;
+
     [RelayCommand(CanExecute = nameof(CanOrganize))]
     private void ConfirmOrganize()
     {
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/OrganizeModelsDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/OrganizeModelsDialog.axaml
index 0b8cd6540..6936f7e90 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/OrganizeModelsDialog.axaml
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/OrganizeModelsDialog.axaml
@@ -11,8 +11,8 @@
     xmlns:inference="clr-namespace:StabilityMatrix.Avalonia.Models.Inference"
     xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
     xmlns:ui="using:FluentAvalonia.UI.Controls"
-    d:DesignHeight="700"
-    d:DesignWidth="900"
+    d:DesignHeight="780"
+    d:DesignWidth="1120"
     x:DataType="dialogs:OrganizeModelsDialogViewModel"
     mc:Ignorable="d">
     <controls:UserControlBase.Resources>
@@ -20,43 +20,55 @@
     </controls:UserControlBase.Resources>
 
     <controls:UserControlBase.Styles>
-        <!--  Status filter toggle: transparent base, dim when unchecked  -->
-        <Style Selector="ToggleButton.status-filter">
-            <Setter Property="Background" Value="Transparent" />
-            <Setter Property="BorderThickness" Value="0" />
-            <Setter Property="Padding" Value="8,4" />
-            <Setter Property="CornerRadius" Value="6" />
-            <Setter Property="Cursor" Value="Hand" />
+        <Style Selector="ToggleButton.filter-chip">
+            <Setter Property="Padding" Value="14,7" />
+            <Setter Property="CornerRadius" Value="16" />
+            <Setter Property="MinHeight" Value="34" />
+            <Setter Property="VerticalContentAlignment" Value="Center" />
         </Style>
-        <Style Selector="ToggleButton.status-filter:not(:checked)">
-            <Setter Property="Opacity" Value="0.45" />
-            <Setter Property="Background" Value="Transparent" />
+        <!--  Unchecked: subtle outlined pill, slightly dimmed  -->
+        <Style Selector="ToggleButton.filter-chip:unchecked /template/ ContentPresenter#PART_ContentPresenter">
+            <Setter Property="Background" Value="{DynamicResource ControlFillColorTransparentBrush}" />
+            <Setter Property="BorderBrush" Value="{DynamicResource ControlStrokeColorDefaultBrush}" />
+            <Setter Property="BorderThickness" Value="1.5" />
         </Style>
-        <Style Selector="ToggleButton.status-filter:pointerover">
-            <Setter Property="Opacity" Value="1" />
+        <Style Selector="ToggleButton.filter-chip:unchecked">
+            <Setter Property="Opacity" Value="0.75" />
         </Style>
-        <!--  Per-status tinted backgrounds when checked  -->
-        <Style Selector="ToggleButton.status-ready:checked">
-            <Setter Property="Background" Value="#1A4CAF50" />
+        <!--  Hover (unchecked): subtle fill + brighter border  -->
+        <Style Selector="ToggleButton.filter-chip:unchecked:pointerover /template/ ContentPresenter#PART_ContentPresenter">
+            <Setter Property="Background" Value="{DynamicResource ControlFillColorDefaultBrush}" />
+            <Setter Property="BorderBrush" Value="{DynamicResource ControlStrokeColorSecondaryBrush}" />
+            <Setter Property="TextElement.Foreground" Value="{DynamicResource TextFillColorPrimaryBrush}" />
         </Style>
-        <Style Selector="ToggleButton.status-ready:checked:pointerover">
-            <Setter Property="Background" Value="#2E4CAF50" />
+        <!--  Checked: neutral fill + accent border for clear "selected" signal  -->
+        <Style Selector="ToggleButton.filter-chip:checked /template/ ContentPresenter#PART_ContentPresenter">
+            <Setter Property="Background" Value="{DynamicResource ControlFillColorSecondaryBrush}" />
+            <Setter Property="BorderBrush" Value="{DynamicResource SystemAccentColor}" />
+            <Setter Property="BorderThickness" Value="1.5" />
+            <Setter Property="TextElement.Foreground" Value="{DynamicResource TextFillColorPrimaryBrush}" />
         </Style>
-        <Style Selector="ToggleButton.status-conflict:checked">
-            <Setter Property="Background" Value="#1AE81123" />
+        <Style Selector="ToggleButton.filter-chip:checked:pointerover /template/ ContentPresenter#PART_ContentPresenter">
+            <Setter Property="Background" Value="{DynamicResource ControlFillColorTertiaryBrush}" />
+            <Setter Property="BorderBrush" Value="{DynamicResource SystemAccentColorLight1}" />
+            <Setter Property="BorderThickness" Value="1.5" />
+            <Setter Property="TextElement.Foreground" Value="{DynamicResource TextFillColorPrimaryBrush}" />
         </Style>
-        <Style Selector="ToggleButton.status-conflict:checked:pointerover">
-            <Setter Property="Background" Value="#2EE81123" />
+        <Style Selector="ToggleButton.filter-chip:checked:pressed /template/ ContentPresenter#PART_ContentPresenter">
+            <Setter Property="Background" Value="{DynamicResource ControlFillColorDefaultBrush}" />
+            <Setter Property="BorderBrush" Value="{DynamicResource SystemAccentColorDark1}" />
+            <Setter Property="BorderThickness" Value="1.5" />
+            <Setter Property="TextElement.Foreground" Value="{DynamicResource TextFillColorPrimaryBrush}" />
         </Style>
-        <Style Selector="ToggleButton.status-skipped:checked">
-            <Setter Property="Background" Value="#1AFFC107" />
-        </Style>
-        <Style Selector="ToggleButton.status-skipped:checked:pointerover">
-            <Setter Property="Background" Value="#2EFFC107" />
+        <Style Selector="Border.preview-item">
+            <Setter Property="Padding" Value="10,8" />
+            <Setter Property="Background" Value="{DynamicResource CardBackgroundFillColorDefaultBrush}" />
+            <Setter Property="BorderBrush" Value="{DynamicResource ControlStrokeColorDefaultBrush}" />
+            <Setter Property="BorderThickness" Value="0,0,0,1" />
         </Style>
     </controls:UserControlBase.Styles>
 
-    <Grid RowDefinitions="Auto,Auto,Auto,*,Auto">
+    <Grid RowDefinitions="Auto,Auto,Auto,*,Auto" RowSpacing="12">
 
         <!--  Row 0: Header  -->
         <StackPanel Spacing="4">
@@ -67,33 +79,49 @@
                 TextWrapping="Wrap" />
         </StackPanel>
 
-        <!--  Row 1: Pattern Editor  -->
-        <controls:Card
-            Grid.Row="1"
-            Margin="0,12,0,0"
-            Padding="16">
+        <!--  Row 1: Pattern card (full width)  -->
+        <controls:Card Grid.Row="1" Padding="16">
             <StackPanel Spacing="10">
-                <TextBlock
-                    FontSize="14"
-                    FontWeight="SemiBold"
-                    Text="Naming Pattern" />
+                <Grid ColumnDefinitions="Auto,*">
+                    <TextBlock
+                        VerticalAlignment="Center"
+                        FontSize="14"
+                        FontWeight="SemiBold"
+                        Text="Naming Pattern" />
+                    <TextBlock
+                        Grid.Column="1"
+                        Margin="12,0,0,0"
+                        HorizontalAlignment="Right"
+                        VerticalAlignment="Center"
+                        FontSize="12"
+                        Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                        Text="{Binding PatternPreviewSample}"
+                        TextTrimming="CharacterEllipsis" />
+                </Grid>
 
                 <TextBox
                     Name="OrganizePatternTextBox"
-                    MinWidth="200"
                     FontFamily="Cascadia Code,Consolas,Menlo,Monospace,DejaVu Sans Mono,monospace"
                     FontSize="13"
                     Text="{Binding OrganizePattern}"
-                    Watermark="{x:Static inference:FileNameFormat.DefaultOrganizationTemplate}" />
-
-                <!--  Preview  -->
-                <TextBlock
-                    FontFamily="Cascadia Code,Consolas,Menlo,Monospace,DejaVu Sans Mono,monospace"
-                    FontSize="12"
-                    Foreground="{DynamicResource TextFillColorSecondaryBrush}"
-                    Text="{Binding PatternPreviewSample}" />
+                    Watermark="{x:Static inference:FileNameFormat.DefaultOrganizationTemplate}">
+                    <Interaction.Behaviors>
+                        <EventTriggerBehavior EventName="GotFocus">
+                            <InvokeCommandAction Command="{Binding OpenVariablesTipCommand}" />
+                        </EventTriggerBehavior>
+                    </Interaction.Behaviors>
+                    <TextBox.InnerRightContent>
+                        <Button
+                            Margin="0,0,4,0"
+                            Padding="6"
+                            Classes="transparent-full"
+                            Command="{Binding ToggleVariablesTipCommand}"
+                            ToolTip.Tip="Show available variables">
+                            <fluentIcons:SymbolIcon FontSize="16" Symbol="QuestionCircle" />
+                        </Button>
+                    </TextBox.InnerRightContent>
+                </TextBox>
 
-                <!--  Validation error  -->
                 <StackPanel
                     IsVisible="{Binding PatternValidationError, Converter={x:Static StringConverters.IsNotNullOrEmpty}}"
                     Orientation="Horizontal"
@@ -108,189 +136,183 @@
                         Text="{Binding PatternValidationError}" />
                 </StackPanel>
 
-                <!--  Variables reference  -->
-                <Expander
-                    Padding="0"
-                    HorizontalAlignment="Stretch"
-                    Header="Available Variables">
-                    <ItemsRepeater Margin="0,6,0,0" ItemsSource="{Binding OrganizationFormatVars}">
-                        <ItemsRepeater.Layout>
-                            <StackLayout Orientation="Vertical" Spacing="6" />
-                        </ItemsRepeater.Layout>
-                        <ItemsRepeater.ItemTemplate>
-                            <DataTemplate DataType="{x:Type inference:FileNameFormatVar}">
-                                <StackPanel Orientation="Horizontal" Spacing="10">
-                                    <Border
-                                        Padding="8,3"
-                                        Background="{DynamicResource ControlFillColorDefaultBrush}"
-                                        BorderBrush="{DynamicResource ControlStrokeColorDefaultBrush}"
-                                        BorderThickness="1"
-                                        CornerRadius="4">
-                                        <TextBlock
-                                            FontFamily="Cascadia Code,Consolas,Menlo,Monospace,DejaVu Sans Mono,monospace"
-                                            FontSize="12"
-                                            Text="{Binding Variable}" />
-                                    </Border>
-                                    <TextBlock
-                                        VerticalAlignment="Center"
-                                        FontSize="12"
-                                        Foreground="{DynamicResource TextFillColorSecondaryBrush}"
-                                        Text="{Binding Example}" />
-                                </StackPanel>
-                            </DataTemplate>
-                        </ItemsRepeater.ItemTemplate>
-                    </ItemsRepeater>
-                </Expander>
             </StackPanel>
         </controls:Card>
 
-        <!--  Row 2: Summary + Warnings  -->
-        <StackPanel
-            Grid.Row="2"
-            Margin="0,12,0,0"
-            Spacing="8">
+        <!--  Row 2: Toolbar — filter chips + scope path + (optional) metadata banner  -->
+        <StackPanel Grid.Row="2" Spacing="8">
+            <Grid ColumnDefinitions="Auto,*,Auto" ColumnSpacing="12">
+                <StackPanel
+                    Grid.Column="0"
+                    Orientation="Horizontal"
+                    Spacing="8">
+                    <ToggleButton
+                        Classes="filter-chip"
+                        IsChecked="{Binding ShowReadyItems}"
+                        ToolTip.Tip="Show ready files">
+                        <StackPanel
+                            VerticalAlignment="Center"
+                            Orientation="Horizontal"
+                            Spacing="8">
+                            <Border
+                                Width="9"
+                                Height="9"
+                                Background="#4CAF50"
+                                CornerRadius="5" />
+                            <TextBlock FontWeight="SemiBold" Text="{Binding Plan.ReadyCount}" />
+                            <TextBlock Foreground="{DynamicResource TextFillColorSecondaryBrush}" Text="Ready" />
+                        </StackPanel>
+                    </ToggleButton>
+                    <ToggleButton
+                        Classes="filter-chip"
+                        IsChecked="{Binding ShowConflictItems}"
+                        ToolTip.Tip="Show files with conflicts">
+                        <StackPanel
+                            VerticalAlignment="Center"
+                            Orientation="Horizontal"
+                            Spacing="8">
+                            <Border
+                                Width="9"
+                                Height="9"
+                                Background="{DynamicResource SystemFillColorCriticalBrush}"
+                                CornerRadius="5" />
+                            <TextBlock FontWeight="SemiBold" Text="{Binding Plan.ConflictCount}" />
+                            <TextBlock Foreground="{DynamicResource TextFillColorSecondaryBrush}" Text="Conflicts" />
+                        </StackPanel>
+                    </ToggleButton>
+                    <ToggleButton
+                        Classes="filter-chip"
+                        IsChecked="{Binding ShowSkippedItems}"
+                        ToolTip.Tip="Show skipped files">
+                        <StackPanel
+                            VerticalAlignment="Center"
+                            Orientation="Horizontal"
+                            Spacing="8">
+                            <Border
+                                Width="9"
+                                Height="9"
+                                Background="{DynamicResource SystemFillColorCautionBrush}"
+                                CornerRadius="5" />
+                            <TextBlock FontWeight="SemiBold" Text="{Binding Plan.SkippedCount}" />
+                            <TextBlock Foreground="{DynamicResource TextFillColorSecondaryBrush}" Text="Skipped" />
+                        </StackPanel>
+                    </ToggleButton>
+                </StackPanel>
+
+                <StackPanel
+                    Grid.Column="2"
+                    VerticalAlignment="Center"
+                    Orientation="Horizontal"
+                    Spacing="6">
+                    <fluentIcons:SymbolIcon
+                        FontSize="13"
+                        Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                        Symbol="Folder" />
+                    <TextBlock
+                        MaxWidth="500"
+                        FontSize="12"
+                        Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                        Text="{Binding Plan.ScopePath}"
+                        TextTrimming="CharacterEllipsis"
+                        ToolTip.Tip="{Binding Plan.ScopePath}" />
+                </StackPanel>
+            </Grid>
 
-            <!--  Status filter bar (clickable to show/hide each status)  -->
+            <!--  Metadata banner (only when needed)  -->
             <Border
-                Padding="6,4"
-                Background="{DynamicResource CardBackgroundFillColorDefaultBrush}"
+                Padding="14,10"
+                Background="{DynamicResource ControlFillColorDefaultBrush}"
                 BorderBrush="{DynamicResource ControlStrokeColorDefaultBrush}"
                 BorderThickness="1"
-                CornerRadius="8">
-                <Grid ColumnDefinitions="Auto,*">
-                    <StackPanel Orientation="Horizontal" Spacing="4">
-                        <!--  Ready toggle  -->
-                        <ToggleButton Classes="status-filter status-ready" IsChecked="{Binding ShowReadyItems}">
-                            <StackPanel Orientation="Horizontal" Spacing="6">
-                                <fluentIcons:SymbolIcon
-                                    FontSize="16"
-                                    Foreground="#4CAF50"
-                                    Symbol="CheckmarkCircle" />
-                                <TextBlock
-                                    VerticalAlignment="Center"
-                                    FontWeight="Medium"
-                                    Text="{Binding Plan.ReadyCount, StringFormat='{}{0} ready'}" />
-                            </StackPanel>
-                        </ToggleButton>
-
-                        <!--  Conflict toggle  -->
-                        <ToggleButton Classes="status-filter status-conflict" IsChecked="{Binding ShowConflictItems}">
-                            <StackPanel Orientation="Horizontal" Spacing="6">
-                                <fluentIcons:SymbolIcon
-                                    FontSize="16"
-                                    Foreground="{DynamicResource SystemFillColorCriticalBrush}"
-                                    Symbol="DismissCircle" />
-                                <TextBlock VerticalAlignment="Center" Text="{Binding Plan.ConflictCount, StringFormat='{}{0} conflicts'}" />
-                            </StackPanel>
-                        </ToggleButton>
-
-                        <!--  Skipped toggle  -->
-                        <ToggleButton Classes="status-filter status-skipped" IsChecked="{Binding ShowSkippedItems}">
-                            <StackPanel Orientation="Horizontal" Spacing="6">
-                                <fluentIcons:SymbolIcon
-                                    FontSize="16"
-                                    Foreground="{DynamicResource SystemFillColorCautionBrush}"
-                                    Symbol="Warning" />
-                                <TextBlock VerticalAlignment="Center" Text="{Binding Plan.SkippedCount, StringFormat='{}{0} skipped'}" />
-                            </StackPanel>
-                        </ToggleButton>
-                    </StackPanel>
-
-                    <!--  Scope path  -->
-                    <TextBlock
+                CornerRadius="8"
+                IsVisible="{Binding ShowMetadataActions}">
+                <Grid ColumnDefinitions="Auto,*,Auto" ColumnSpacing="12">
+                    <fluentIcons:SymbolIcon
+                        Grid.Column="0"
+                        VerticalAlignment="Center"
+                        FontSize="18"
+                        Foreground="{DynamicResource SystemFillColorCautionBrush}"
+                        Symbol="Info" />
+                    <StackPanel
                         Grid.Column="1"
-                        HorizontalAlignment="Right"
                         VerticalAlignment="Center"
-                        FontSize="12"
-                        Foreground="{DynamicResource TextFillColorTertiaryBrush}"
-                        Text="{Binding Plan.ScopePath}" />
+                        Spacing="2">
+                        <TextBlock
+                            FontSize="13"
+                            FontWeight="SemiBold"
+                            Text="Metadata needed" />
+                        <TextBlock
+                            FontSize="12"
+                            Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                            IsVisible="{Binding ShowMissingMetadataWarning}"
+                            TextWrapping="Wrap">
+                            <Run Text="{Binding MissingMetadataCount}" /><Run Text=" file(s) need metadata before they can be organized." />
+                        </TextBlock>
+                        <TextBlock
+                            FontSize="12"
+                            Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                            IsVisible="{Binding ShowIncompleteMetadataWarning}"
+                            TextWrapping="Wrap">
+                            <Run Text="{Binding IncompleteMetadataCount}" /><Run Text=" file(s) have incomplete metadata for the current pattern." />
+                        </TextBlock>
+                    </StackPanel>
+                    <StackPanel
+                        Grid.Column="2"
+                        VerticalAlignment="Center"
+                        Orientation="Horizontal"
+                        Spacing="8">
+                        <Button
+                            Command="{Binding ScanForMetadataCommand}"
+                            Content="Find Metadata"
+                            IsVisible="{Binding ShowMissingMetadataWarning}" />
+                        <Button
+                            Command="{Binding UpdateMetadataCommand}"
+                            Content="Update Metadata"
+                            IsVisible="{Binding ShowIncompleteMetadataWarning}" />
+                    </StackPanel>
                 </Grid>
             </Border>
-
-            <!--  Missing metadata warning (no connected metadata at all)  -->
-            <ui:InfoBar
-                IsClosable="False"
-                IsOpen="{Binding ShowMissingMetadataWarning}"
-                Severity="Warning">
-                <ui:InfoBar.Title>
-                    <MultiBinding StringFormat="{}{0} models skipped — no connected metadata.">
-                        <Binding Path="MissingMetadataCount" />
-                    </MultiBinding>
-                </ui:InfoBar.Title>
-                <ui:InfoBar.ActionButton>
-                    <Button
-                        Classes="accent"
-                        Command="{Binding ScanForMetadataCommand}"
-                        Content="Find Connected Metadata" />
-                </ui:InfoBar.ActionButton>
-            </ui:InfoBar>
-
-            <!--  Incomplete metadata warning (has metadata but missing fields)  -->
-            <ui:InfoBar
-                IsClosable="False"
-                IsOpen="{Binding ShowIncompleteMetadataWarning}"
-                Severity="Informational">
-                <ui:InfoBar.Title>
-                    <MultiBinding StringFormat="{}{0} models skipped — metadata is missing fields used by the pattern.">
-                        <Binding Path="IncompleteMetadataCount" />
-                    </MultiBinding>
-                </ui:InfoBar.Title>
-                <ui:InfoBar.ActionButton>
-                    <Button Command="{Binding UpdateMetadataCommand}" Content="Update Metadata" />
-                </ui:InfoBar.ActionButton>
-            </ui:InfoBar>
         </StackPanel>
 
         <!--  Row 3: Items List  -->
         <controls:Card
             Grid.Row="3"
-            Margin="0,8,0,0"
             Padding="6"
             VerticalAlignment="Stretch">
             <Grid RowDefinitions="*,Auto">
                 <ScrollViewer HorizontalScrollBarVisibility="Auto" VerticalScrollBarVisibility="Visible">
                     <ItemsRepeater ItemsSource="{Binding Items}">
                         <ItemsRepeater.Layout>
-                            <StackLayout Orientation="Vertical" Spacing="4" />
+                            <StackLayout Orientation="Vertical" Spacing="0" />
                         </ItemsRepeater.Layout>
                         <ItemsRepeater.ItemTemplate>
                             <DataTemplate DataType="{x:Type checkpointOrganizer:ModelOrganizationPreviewItem}">
-                                <Border
-                                    Padding="10,8"
-                                    Background="{DynamicResource CardBackgroundFillColorDefaultBrush}"
-                                    CornerRadius="6">
-                                    <Grid ColumnDefinitions="28,*" ColumnSpacing="8">
-                                        <!--  Status icon  -->
-                                        <Panel
-                                            Width="24"
-                                            Height="24"
-                                            Margin="0,1,0,0"
-                                            VerticalAlignment="Top">
-                                            <fluentIcons:SymbolIcon
-                                                FontSize="18"
-                                                Foreground="#4CAF50"
-                                                IsVisible="{Binding Status, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static checkpointOrganizer:ModelOrganizationPreviewStatus.Ready}}"
-                                                Symbol="CheckmarkCircle" />
-                                            <fluentIcons:SymbolIcon
-                                                FontSize="18"
-                                                Foreground="{DynamicResource SystemFillColorCriticalBrush}"
-                                                IsVisible="{Binding Status, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static checkpointOrganizer:ModelOrganizationPreviewStatus.Conflict}}"
-                                                Symbol="DismissCircle" />
-                                            <fluentIcons:SymbolIcon
-                                                FontSize="18"
-                                                Foreground="{DynamicResource SystemFillColorCautionBrush}"
-                                                IsVisible="{Binding Status, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static checkpointOrganizer:ModelOrganizationPreviewStatus.Skipped}}"
-                                                Symbol="Warning" />
-                                            <fluentIcons:SymbolIcon
-                                                FontSize="18"
-                                                Foreground="{DynamicResource TextFillColorTertiaryBrush}"
-                                                IsVisible="{Binding Status, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static checkpointOrganizer:ModelOrganizationPreviewStatus.Unchanged}}"
-                                                Symbol="SubtractCircle" />
+                                <Border Classes="preview-item">
+                                    <Grid ColumnDefinitions="4,*" ColumnSpacing="12">
+                                        <Panel Width="4" HorizontalAlignment="Stretch">
+                                            <Border
+                                                Background="#4CAF50"
+                                                CornerRadius="2"
+                                                IsVisible="{Binding Status, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static checkpointOrganizer:ModelOrganizationPreviewStatus.Ready}}" />
+                                            <Border
+                                                Background="{DynamicResource SystemFillColorCriticalBrush}"
+                                                CornerRadius="2"
+                                                IsVisible="{Binding Status, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static checkpointOrganizer:ModelOrganizationPreviewStatus.Conflict}}" />
+                                            <Border
+                                                Background="{DynamicResource SystemFillColorCautionBrush}"
+                                                CornerRadius="2"
+                                                IsVisible="{Binding Status, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static checkpointOrganizer:ModelOrganizationPreviewStatus.Skipped}}" />
+                                            <Border
+                                                Background="{DynamicResource TextFillColorTertiaryBrush}"
+                                                CornerRadius="2"
+                                                IsVisible="{Binding Status, Converter={StaticResource EnumBoolConverter}, ConverterParameter={x:Static checkpointOrganizer:ModelOrganizationPreviewStatus.Unchanged}}" />
                                         </Panel>
 
-                                        <!--  Content  -->
                                         <StackPanel Grid.Column="1" Spacing="3">
-                                            <TextBlock FontWeight="SemiBold" Text="{Binding StatusText}" />
+                                            <TextBlock
+                                                FontSize="11"
+                                                Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                Text="{Binding StatusText}" />
                                             <TextBlock
                                                 FontFamily="Cascadia Code,Consolas,Menlo,Monospace,DejaVu Sans Mono,monospace"
                                                 FontSize="12"
@@ -329,7 +351,6 @@
                     </ItemsRepeater>
                 </ScrollViewer>
 
-                <!--  Unchanged toggle  -->
                 <ToggleButton
                     Grid.Row="1"
                     Margin="0,6,0,0"
@@ -350,7 +371,6 @@
         <!--  Row 4: Action Buttons  -->
         <StackPanel
             Grid.Row="4"
-            Margin="0,12,0,-24"
             HorizontalAlignment="Right"
             Orientation="Horizontal"
             Spacing="8">
@@ -366,5 +386,14 @@
                 IsEnabled="{Binding CanOrganize}" />
         </StackPanel>
 
+        <ui:TeachingTip
+            Title="Format Variables"
+            Grid.Row="1"
+            IsOpen="{Binding IsVariablesTipOpen, Mode=TwoWay}"
+            PreferredPlacement="BottomLeft"
+            Target="{Binding #OrganizePatternTextBox, Mode=OneWay}">
+            <DataGrid AutoGenerateColumns="True" ItemsSource="{Binding OrganizationFormatVars}" />
+        </ui:TeachingTip>
+
     </Grid>
 </controls:UserControlBase>

From 20b623d4a1e5d11ac9aabe14f6f012f04d792dbd Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Tue, 5 May 2026 19:13:10 -0700
Subject: [PATCH 174/218] Extract Organize Models dialog strings for
 localization

Pull all hardcoded user-facing strings in the Organize Models dialog
out into Resources.resx so they can be translated. Adds 20 new keys
covering the title, description, naming pattern label, status labels,
filter chip tooltips, metadata banner, action buttons, and the
unchanged-count and pattern-preview templates. The status text on
each preview item now flows through Resources too.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../Languages/Resources.Designer.cs           | 300 +++++++++++++++---
 .../Languages/Resources.resx                  |  60 ++++
 .../ModelOrganizationModels.cs                |   9 +-
 .../Dialogs/OrganizeModelsDialogViewModel.cs  |  32 +-
 .../Views/Dialogs/OrganizeModelsDialog.axaml  |  47 ++-
 5 files changed, 361 insertions(+), 87 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs b/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs
index 12b00f643..9c6123c46 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs
+++ b/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs
@@ -302,6 +302,15 @@ public static string Action_ExitApplication {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Find Metadata.
+        /// </summary>
+        public static string Action_FindMetadata {
+            get {
+                return ResourceManager.GetString("Action_FindMetadata", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Go to Settings.
         /// </summary>
@@ -536,6 +545,15 @@ public static string Action_OpenWebUI {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Organize.
+        /// </summary>
+        public static string Action_Organize {
+            get {
+                return ResourceManager.GetString("Action_Organize", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Preview Preprocessor.
         /// </summary>
@@ -806,6 +824,15 @@ public static string Action_UpdateExistingMetadata {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Update Metadata.
+        /// </summary>
+        public static string Action_UpdateMetadata {
+            get {
+                return ResourceManager.GetString("Action_UpdateMetadata", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Upgrade.
         /// </summary>
@@ -1181,6 +1208,15 @@ public static string Label_BecomeAPatron {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Support the Stability Matrix Team and get access to early development builds and be the first to test new features..
+        /// </summary>
+        public static string Label_BecomeSupporterDescription {
+            get {
+                return ResourceManager.GetString("Label_BecomeSupporterDescription", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Benefits.
         /// </summary>
@@ -1469,6 +1505,15 @@ public static string Label_ConfirmQuestion {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Conflict.
+        /// </summary>
+        public static string Label_Conflict {
+            get {
+                return ResourceManager.GetString("Label_Conflict", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to We had some trouble connecting your account.
         /// </summary>
@@ -2445,6 +2490,15 @@ public static string Label_LoginRequired {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to You need to be logged in to use this feature..
+        /// </summary>
+        public static string Label_LoginRequiredMessage {
+            get {
+                return ResourceManager.GetString("Label_LoginRequiredMessage", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Logs.
         /// </summary>
@@ -2490,6 +2544,15 @@ public static string Label_Membership {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Metadata needed.
+        /// </summary>
+        public static string Label_MetadataNeeded {
+            get {
+                return ResourceManager.GetString("Label_MetadataNeeded", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Min CFG.
         /// </summary>
@@ -2562,6 +2625,15 @@ public static string Label_ModelType {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Moderation Error.
+        /// </summary>
+        public static string Label_ModerationError {
+            get {
+                return ResourceManager.GetString("Label_ModerationError", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Motion Bucket ID.
         /// </summary>
@@ -2571,6 +2643,15 @@ public static string Label_MotionBucketId {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Naming Pattern.
+        /// </summary>
+        public static string Label_NamingPattern {
+            get {
+                return ResourceManager.GetString("Label_NamingPattern", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Negative Prompt.
         /// </summary>
@@ -2787,6 +2868,15 @@ public static string Label_OpenExtensionPacksFolder {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Organize Models.
+        /// </summary>
+        public static string Label_OrganizeModels {
+            get {
+                return ResourceManager.GetString("Label_OrganizeModels", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to - or -.
         /// </summary>
@@ -2994,6 +3084,42 @@ public static string Label_Prompt {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Prompt Amplifier Error.
+        /// </summary>
+        public static string Label_PromptAmplifierError {
+            get {
+                return ResourceManager.GetString("Label_PromptAmplifierError", resourceCulture);
+            }
+        }
+        
+        /// <summary>
+        ///   Looks up a localized string similar to You have no Prompt Amplifier usage left this month. Usage resets on the 1st of each month. ({0} days left).
+        /// </summary>
+        public static string Label_PromptAmplifierRateLimitMessage {
+            get {
+                return ResourceManager.GetString("Label_PromptAmplifierRateLimitMessage", resourceCulture);
+            }
+        }
+        
+        /// <summary>
+        ///   Looks up a localized string similar to Rate Limit Reached.
+        /// </summary>
+        public static string Label_PromptAmplifierRateLimitTitle {
+            get {
+                return ResourceManager.GetString("Label_PromptAmplifierRateLimitTitle", resourceCulture);
+            }
+        }
+        
+        /// <summary>
+        ///   Looks up a localized string similar to Your prompt was flagged by the moderation system. Please try again with a different prompt..
+        /// </summary>
+        public static string Label_PromptFlaggedMessage {
+            get {
+                return ResourceManager.GetString("Label_PromptFlaggedMessage", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Prompt Tags.
         /// </summary>
@@ -3084,6 +3210,15 @@ public static string Label_ReadAndAgree {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Ready.
+        /// </summary>
+        public static string Label_Ready {
+            get {
+                return ResourceManager.GetString("Label_Ready", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Recommended Models.
         /// </summary>
@@ -3165,6 +3300,15 @@ public static string Label_RemoveSymlinksOnShutdown_Details {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to There was an error processing your request..
+        /// </summary>
+        public static string Label_RequestErrorMessage {
+            get {
+                return ResourceManager.GetString("Label_RequestErrorMessage", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Reset Checkpoints Cache.
         /// </summary>
@@ -3336,6 +3480,15 @@ public static string Label_ShowUnsupportedPythonVersions {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Skipped.
+        /// </summary>
+        public static string Label_Skipped {
+            get {
+                return ResourceManager.GetString("Label_Skipped", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Skip first-time setup.
         /// </summary>
@@ -3552,6 +3705,15 @@ public static string Label_TriggerWords {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Unchanged.
+        /// </summary>
+        public static string Label_Unchanged {
+            get {
+                return ResourceManager.GetString("Label_Unchanged", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to An unexpected error occurred.
         /// </summary>
@@ -4080,6 +4242,15 @@ public static string TeachingTip_DownloadsExplanation {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Format Variables.
+        /// </summary>
+        public static string TeachingTip_FormatVariablesTitle {
+            get {
+                return ResourceManager.GetString("TeachingTip_FormatVariablesTitle", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Click here to review prompt syntax and how to include Lora / Embeddings..
         /// </summary>
@@ -4250,6 +4421,15 @@ public static string Text_OneClickInstaller_SubHeader {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Reorganize model files into folders using a naming pattern. Models stay within their type folder..
+        /// </summary>
+        public static string Text_OrganizeModelsDescription {
+            get {
+                return ResourceManager.GetString("Text_OrganizeModelsDescription", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to This will delete the package folder and all its contents, including any generated images and files you may have added..
         /// </summary>
@@ -4340,6 +4520,24 @@ public static string TextTemplate_ErrorUpdatingPackage {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to {0} file(s) have incomplete metadata for the current pattern..
+        /// </summary>
+        public static string TextTemplate_FilesIncompleteMetadata {
+            get {
+                return ResourceManager.GetString("TextTemplate_FilesIncompleteMetadata", resourceCulture);
+            }
+        }
+        
+        /// <summary>
+        ///   Looks up a localized string similar to {0} file(s) need metadata before they can be organized..
+        /// </summary>
+        public static string TextTemplate_FilesNeedMetadata {
+            get {
+                return ResourceManager.GetString("TextTemplate_FilesNeedMetadata", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Last checked: {0}.
         /// </summary>
@@ -4376,6 +4574,24 @@ public static string TextTemplate_PackageUpdatedToSelected {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Example: {0}.
+        /// </summary>
+        public static string TextTemplate_PatternPreviewExample {
+            get {
+                return ResourceManager.GetString("TextTemplate_PatternPreviewExample", resourceCulture);
+            }
+        }
+        
+        /// <summary>
+        ///   Looks up a localized string similar to Show unchanged ({0}).
+        /// </summary>
+        public static string TextTemplate_ShowUnchangedCount {
+            get {
+                return ResourceManager.GetString("TextTemplate_ShowUnchangedCount", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Updating {0}.
         /// </summary>
@@ -4403,6 +4619,42 @@ public static string Tooltip_InferenceDefaults {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Show available variables.
+        /// </summary>
+        public static string Tooltip_ShowAvailableVariables {
+            get {
+                return ResourceManager.GetString("Tooltip_ShowAvailableVariables", resourceCulture);
+            }
+        }
+        
+        /// <summary>
+        ///   Looks up a localized string similar to Show files with conflicts.
+        /// </summary>
+        public static string Tooltip_ShowConflictFiles {
+            get {
+                return ResourceManager.GetString("Tooltip_ShowConflictFiles", resourceCulture);
+            }
+        }
+        
+        /// <summary>
+        ///   Looks up a localized string similar to Show ready files.
+        /// </summary>
+        public static string Tooltip_ShowReadyFiles {
+            get {
+                return ResourceManager.GetString("Tooltip_ShowReadyFiles", resourceCulture);
+            }
+        }
+        
+        /// <summary>
+        ///   Looks up a localized string similar to Show skipped files.
+        /// </summary>
+        public static string Tooltip_ShowSkippedFiles {
+            get {
+                return ResourceManager.GetString("Tooltip_ShowSkippedFiles", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Package name cannot be empty.
         /// </summary>
@@ -4447,53 +4699,5 @@ public static string Watermark_EnterPackageName {
                 return ResourceManager.GetString("Watermark_EnterPackageName", resourceCulture);
             }
         }
-
-        public static string Label_PromptAmplifierRateLimitTitle {
-            get {
-                return ResourceManager.GetString("Label_PromptAmplifierRateLimitTitle", resourceCulture);
-            }
-        }
-
-        public static string Label_PromptAmplifierRateLimitMessage {
-            get {
-                return ResourceManager.GetString("Label_PromptAmplifierRateLimitMessage", resourceCulture);
-            }
-        }
-
-        public static string Label_PromptAmplifierError {
-            get {
-                return ResourceManager.GetString("Label_PromptAmplifierError", resourceCulture);
-            }
-        }
-
-        public static string Label_ModerationError {
-            get {
-                return ResourceManager.GetString("Label_ModerationError", resourceCulture);
-            }
-        }
-
-        public static string Label_PromptFlaggedMessage {
-            get {
-                return ResourceManager.GetString("Label_PromptFlaggedMessage", resourceCulture);
-            }
-        }
-
-        public static string Label_LoginRequiredMessage {
-            get {
-                return ResourceManager.GetString("Label_LoginRequiredMessage", resourceCulture);
-            }
-        }
-
-        public static string Label_RequestErrorMessage {
-            get {
-                return ResourceManager.GetString("Label_RequestErrorMessage", resourceCulture);
-            }
-        }
-
-        public static string Label_BecomeSupporterDescription {
-            get {
-                return ResourceManager.GetString("Label_BecomeSupporterDescription", resourceCulture);
-            }
-        }
     }
 }
diff --git a/StabilityMatrix.Avalonia/Languages/Resources.resx b/StabilityMatrix.Avalonia/Languages/Resources.resx
index f83edeedb..e82703908 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.resx
+++ b/StabilityMatrix.Avalonia/Languages/Resources.resx
@@ -1639,4 +1639,64 @@ Account tokens will not be viewable after saving, please make a note of them if
   <data name="Label_BecomeSupporterDescription" xml:space="preserve">
     <value>Support the Stability Matrix Team and get access to early development builds and be the first to test new features.</value>
   </data>
+  <data name="Label_OrganizeModels" xml:space="preserve">
+    <value>Organize Models</value>
+  </data>
+  <data name="Text_OrganizeModelsDescription" xml:space="preserve">
+    <value>Reorganize model files into folders using a naming pattern. Models stay within their type folder.</value>
+  </data>
+  <data name="Label_NamingPattern" xml:space="preserve">
+    <value>Naming Pattern</value>
+  </data>
+  <data name="Tooltip_ShowAvailableVariables" xml:space="preserve">
+    <value>Show available variables</value>
+  </data>
+  <data name="TeachingTip_FormatVariablesTitle" xml:space="preserve">
+    <value>Format Variables</value>
+  </data>
+  <data name="Tooltip_ShowReadyFiles" xml:space="preserve">
+    <value>Show ready files</value>
+  </data>
+  <data name="Tooltip_ShowConflictFiles" xml:space="preserve">
+    <value>Show files with conflicts</value>
+  </data>
+  <data name="Tooltip_ShowSkippedFiles" xml:space="preserve">
+    <value>Show skipped files</value>
+  </data>
+  <data name="Label_Ready" xml:space="preserve">
+    <value>Ready</value>
+  </data>
+  <data name="Label_Conflict" xml:space="preserve">
+    <value>Conflict</value>
+  </data>
+  <data name="Label_Skipped" xml:space="preserve">
+    <value>Skipped</value>
+  </data>
+  <data name="Label_Unchanged" xml:space="preserve">
+    <value>Unchanged</value>
+  </data>
+  <data name="Label_MetadataNeeded" xml:space="preserve">
+    <value>Metadata needed</value>
+  </data>
+  <data name="TextTemplate_FilesNeedMetadata" xml:space="preserve">
+    <value>{0} file(s) need metadata before they can be organized.</value>
+  </data>
+  <data name="TextTemplate_FilesIncompleteMetadata" xml:space="preserve">
+    <value>{0} file(s) have incomplete metadata for the current pattern.</value>
+  </data>
+  <data name="Action_FindMetadata" xml:space="preserve">
+    <value>Find Metadata</value>
+  </data>
+  <data name="Action_UpdateMetadata" xml:space="preserve">
+    <value>Update Metadata</value>
+  </data>
+  <data name="TextTemplate_ShowUnchangedCount" xml:space="preserve">
+    <value>Show unchanged ({0})</value>
+  </data>
+  <data name="Action_Organize" xml:space="preserve">
+    <value>Organize</value>
+  </data>
+  <data name="TextTemplate_PatternPreviewExample" xml:space="preserve">
+    <value>Example: {0}</value>
+  </data>
 </root>
diff --git a/StabilityMatrix.Avalonia/Models/CheckpointOrganizer/ModelOrganizationModels.cs b/StabilityMatrix.Avalonia/Models/CheckpointOrganizer/ModelOrganizationModels.cs
index 3861711fe..ab4621121 100644
--- a/StabilityMatrix.Avalonia/Models/CheckpointOrganizer/ModelOrganizationModels.cs
+++ b/StabilityMatrix.Avalonia/Models/CheckpointOrganizer/ModelOrganizationModels.cs
@@ -1,4 +1,5 @@
 using System.IO;
+using StabilityMatrix.Avalonia.Languages;
 using StabilityMatrix.Core.Models.Database;
 
 namespace StabilityMatrix.Avalonia.Models.CheckpointOrganizer;
@@ -53,10 +54,10 @@ public sealed record ModelOrganizationPreviewItem
     public string StatusText =>
         Status switch
         {
-            ModelOrganizationPreviewStatus.Ready => "Ready",
-            ModelOrganizationPreviewStatus.Conflict => "Conflict",
-            ModelOrganizationPreviewStatus.Skipped => "Skipped",
-            ModelOrganizationPreviewStatus.Unchanged => "Unchanged",
+            ModelOrganizationPreviewStatus.Ready => Resources.Label_Ready,
+            ModelOrganizationPreviewStatus.Conflict => Resources.Label_Conflict,
+            ModelOrganizationPreviewStatus.Skipped => Resources.Label_Skipped,
+            ModelOrganizationPreviewStatus.Unchanged => Resources.Label_Unchanged,
             _ => Status.ToString(),
         };
 }
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/OrganizeModelsDialogViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/OrganizeModelsDialogViewModel.cs
index 7e9a0497a..47b49ae11 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/OrganizeModelsDialogViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/OrganizeModelsDialogViewModel.cs
@@ -11,6 +11,7 @@
 using DynamicData.Binding;
 using Injectio.Attributes;
 using StabilityMatrix.Avalonia.Controls;
+using StabilityMatrix.Avalonia.Languages;
 using StabilityMatrix.Avalonia.Models.CheckpointOrganizer;
 using StabilityMatrix.Avalonia.Models.Inference;
 using StabilityMatrix.Avalonia.Services;
@@ -55,11 +56,13 @@ ModelOrganizationService modelOrganizationService
     [ObservableProperty]
     [NotifyPropertyChangedFor(nameof(ShowMissingMetadataWarning))]
     [NotifyPropertyChangedFor(nameof(ShowMetadataActions))]
+    [NotifyPropertyChangedFor(nameof(MissingMetadataText))]
     public partial int MissingMetadataCount { get; set; }
 
     [ObservableProperty]
     [NotifyPropertyChangedFor(nameof(ShowIncompleteMetadataWarning))]
     [NotifyPropertyChangedFor(nameof(ShowMetadataActions))]
+    [NotifyPropertyChangedFor(nameof(IncompleteMetadataText))]
     public partial int IncompleteMetadataCount { get; set; }
 
     [ObservableProperty]
@@ -78,6 +81,7 @@ ModelOrganizationService modelOrganizationService
     public partial bool ShowUnchangedItems { get; set; }
 
     [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(ShowUnchangedLabel))]
     public partial int UnchangedCount { get; set; }
 
     public ObservableCollection<ModelOrganizationPreviewItem> Items { get; } = [];
@@ -95,6 +99,15 @@ ModelOrganizationService modelOrganizationService
             ? string.Empty
             : $"{Plan.ReadyCount} ready, {Plan.ConflictCount} conflicts, {Plan.SkippedCount} skipped";
 
+    public string MissingMetadataText =>
+        string.Format(Resources.TextTemplate_FilesNeedMetadata, MissingMetadataCount);
+
+    public string IncompleteMetadataText =>
+        string.Format(Resources.TextTemplate_FilesIncompleteMetadata, IncompleteMetadataCount);
+
+    public string ShowUnchangedLabel =>
+        string.Format(Resources.TextTemplate_ShowUnchangedCount, UnchangedCount);
+
     public IEnumerable<FileNameFormatVar> OrganizationFormatVars =>
         FileNameFormatProvider
             .GetSampleForOrganization()
@@ -197,16 +210,15 @@ private void UpdatePreviewSample()
         var provider = FileNameFormatProvider.GetSampleForOrganization();
         var template = OrganizePattern;
 
-        if (!string.IsNullOrEmpty(template) && provider.Validate(template) == ValidationResult.Success)
-        {
-            var format = FileNameFormat.Parse(template, provider);
-            PatternPreviewSample = "Example: " + format.GetFileName() + ".safetensors";
-        }
-        else
-        {
-            var defaultFormat = FileNameFormat.Parse(FileNameFormat.DefaultOrganizationTemplate, provider);
-            PatternPreviewSample = "Example: " + defaultFormat.GetFileName() + ".safetensors";
-        }
+        var format =
+            !string.IsNullOrEmpty(template) && provider.Validate(template) == ValidationResult.Success
+                ? FileNameFormat.Parse(template, provider)
+                : FileNameFormat.Parse(FileNameFormat.DefaultOrganizationTemplate, provider);
+
+        PatternPreviewSample = string.Format(
+            Resources.TextTemplate_PatternPreviewExample,
+            format.GetFileName() + ".safetensors"
+        );
     }
 
     public override BetterContentDialog GetDialog()
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/OrganizeModelsDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/OrganizeModelsDialog.axaml
index 6936f7e90..0300311e5 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/OrganizeModelsDialog.axaml
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/OrganizeModelsDialog.axaml
@@ -9,6 +9,7 @@
     xmlns:dialogs="clr-namespace:StabilityMatrix.Avalonia.ViewModels.Dialogs"
     xmlns:fluentIcons="clr-namespace:FluentIcons.Avalonia.Fluent;assembly=FluentIcons.Avalonia.Fluent"
     xmlns:inference="clr-namespace:StabilityMatrix.Avalonia.Models.Inference"
+    xmlns:lang="clr-namespace:StabilityMatrix.Avalonia.Languages"
     xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
     xmlns:ui="using:FluentAvalonia.UI.Controls"
     d:DesignHeight="780"
@@ -72,10 +73,10 @@
 
         <!--  Row 0: Header  -->
         <StackPanel Spacing="4">
-            <TextBlock Text="Organize Models" Theme="{DynamicResource TitleTextBlockStyle}" />
+            <TextBlock Text="{x:Static lang:Resources.Label_OrganizeModels}" Theme="{DynamicResource TitleTextBlockStyle}" />
             <TextBlock
                 Foreground="{DynamicResource TextFillColorSecondaryBrush}"
-                Text="Reorganize model files into folders using a naming pattern. Models stay within their type folder."
+                Text="{x:Static lang:Resources.Text_OrganizeModelsDescription}"
                 TextWrapping="Wrap" />
         </StackPanel>
 
@@ -87,7 +88,7 @@
                         VerticalAlignment="Center"
                         FontSize="14"
                         FontWeight="SemiBold"
-                        Text="Naming Pattern" />
+                        Text="{x:Static lang:Resources.Label_NamingPattern}" />
                     <TextBlock
                         Grid.Column="1"
                         Margin="12,0,0,0"
@@ -116,7 +117,7 @@
                             Padding="6"
                             Classes="transparent-full"
                             Command="{Binding ToggleVariablesTipCommand}"
-                            ToolTip.Tip="Show available variables">
+                            ToolTip.Tip="{x:Static lang:Resources.Tooltip_ShowAvailableVariables}">
                             <fluentIcons:SymbolIcon FontSize="16" Symbol="QuestionCircle" />
                         </Button>
                     </TextBox.InnerRightContent>
@@ -149,7 +150,7 @@
                     <ToggleButton
                         Classes="filter-chip"
                         IsChecked="{Binding ShowReadyItems}"
-                        ToolTip.Tip="Show ready files">
+                        ToolTip.Tip="{x:Static lang:Resources.Tooltip_ShowReadyFiles}">
                         <StackPanel
                             VerticalAlignment="Center"
                             Orientation="Horizontal"
@@ -160,13 +161,13 @@
                                 Background="#4CAF50"
                                 CornerRadius="5" />
                             <TextBlock FontWeight="SemiBold" Text="{Binding Plan.ReadyCount}" />
-                            <TextBlock Foreground="{DynamicResource TextFillColorSecondaryBrush}" Text="Ready" />
+                            <TextBlock Foreground="{DynamicResource TextFillColorSecondaryBrush}" Text="{x:Static lang:Resources.Label_Ready}" />
                         </StackPanel>
                     </ToggleButton>
                     <ToggleButton
                         Classes="filter-chip"
                         IsChecked="{Binding ShowConflictItems}"
-                        ToolTip.Tip="Show files with conflicts">
+                        ToolTip.Tip="{x:Static lang:Resources.Tooltip_ShowConflictFiles}">
                         <StackPanel
                             VerticalAlignment="Center"
                             Orientation="Horizontal"
@@ -177,13 +178,13 @@
                                 Background="{DynamicResource SystemFillColorCriticalBrush}"
                                 CornerRadius="5" />
                             <TextBlock FontWeight="SemiBold" Text="{Binding Plan.ConflictCount}" />
-                            <TextBlock Foreground="{DynamicResource TextFillColorSecondaryBrush}" Text="Conflicts" />
+                            <TextBlock Foreground="{DynamicResource TextFillColorSecondaryBrush}" Text="{x:Static lang:Resources.Label_Conflict}" />
                         </StackPanel>
                     </ToggleButton>
                     <ToggleButton
                         Classes="filter-chip"
                         IsChecked="{Binding ShowSkippedItems}"
-                        ToolTip.Tip="Show skipped files">
+                        ToolTip.Tip="{x:Static lang:Resources.Tooltip_ShowSkippedFiles}">
                         <StackPanel
                             VerticalAlignment="Center"
                             Orientation="Horizontal"
@@ -194,7 +195,7 @@
                                 Background="{DynamicResource SystemFillColorCautionBrush}"
                                 CornerRadius="5" />
                             <TextBlock FontWeight="SemiBold" Text="{Binding Plan.SkippedCount}" />
-                            <TextBlock Foreground="{DynamicResource TextFillColorSecondaryBrush}" Text="Skipped" />
+                            <TextBlock Foreground="{DynamicResource TextFillColorSecondaryBrush}" Text="{x:Static lang:Resources.Label_Skipped}" />
                         </StackPanel>
                     </ToggleButton>
                 </StackPanel>
@@ -240,21 +241,19 @@
                         <TextBlock
                             FontSize="13"
                             FontWeight="SemiBold"
-                            Text="Metadata needed" />
+                            Text="{x:Static lang:Resources.Label_MetadataNeeded}" />
                         <TextBlock
                             FontSize="12"
                             Foreground="{DynamicResource TextFillColorSecondaryBrush}"
                             IsVisible="{Binding ShowMissingMetadataWarning}"
-                            TextWrapping="Wrap">
-                            <Run Text="{Binding MissingMetadataCount}" /><Run Text=" file(s) need metadata before they can be organized." />
-                        </TextBlock>
+                            Text="{Binding MissingMetadataText}"
+                            TextWrapping="Wrap" />
                         <TextBlock
                             FontSize="12"
                             Foreground="{DynamicResource TextFillColorSecondaryBrush}"
                             IsVisible="{Binding ShowIncompleteMetadataWarning}"
-                            TextWrapping="Wrap">
-                            <Run Text="{Binding IncompleteMetadataCount}" /><Run Text=" file(s) have incomplete metadata for the current pattern." />
-                        </TextBlock>
+                            Text="{Binding IncompleteMetadataText}"
+                            TextWrapping="Wrap" />
                     </StackPanel>
                     <StackPanel
                         Grid.Column="2"
@@ -263,11 +262,11 @@
                         Spacing="8">
                         <Button
                             Command="{Binding ScanForMetadataCommand}"
-                            Content="Find Metadata"
+                            Content="{x:Static lang:Resources.Action_FindMetadata}"
                             IsVisible="{Binding ShowMissingMetadataWarning}" />
                         <Button
                             Command="{Binding UpdateMetadataCommand}"
-                            Content="Update Metadata"
+                            Content="{x:Static lang:Resources.Action_UpdateMetadata}"
                             IsVisible="{Binding ShowIncompleteMetadataWarning}" />
                     </StackPanel>
                 </Grid>
@@ -360,9 +359,7 @@
                     IsVisible="{Binding !!UnchangedCount}">
                     <StackPanel Orientation="Horizontal" Spacing="6">
                         <fluentIcons:SymbolIcon FontSize="14" Symbol="Eye" />
-                        <TextBlock FontSize="12">
-                            <Run Text="Show unchanged (" /><Run Text="{Binding UnchangedCount}" /><Run Text=")" />
-                        </TextBlock>
+                        <TextBlock FontSize="12" Text="{Binding ShowUnchangedLabel}" />
                     </StackPanel>
                 </ToggleButton>
             </Grid>
@@ -377,17 +374,17 @@
             <Button
                 MinWidth="80"
                 Command="{Binding OnCloseButtonClick}"
-                Content="Cancel" />
+                Content="{x:Static lang:Resources.Action_Cancel}" />
             <Button
                 MinWidth="120"
                 Classes="accent"
                 Command="{Binding ConfirmOrganizeCommand}"
-                Content="Organize"
+                Content="{x:Static lang:Resources.Action_Organize}"
                 IsEnabled="{Binding CanOrganize}" />
         </StackPanel>
 
         <ui:TeachingTip
-            Title="Format Variables"
+            Title="{x:Static lang:Resources.TeachingTip_FormatVariablesTitle}"
             Grid.Row="1"
             IsOpen="{Binding IsVariablesTipOpen, Mode=TwoWay}"
             PreferredPlacement="BottomLeft"

From 5b2cd03cca9c16bd8cb1d9643a0139cd47fc0c54 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Tue, 5 May 2026 19:30:11 -0700
Subject: [PATCH 175/218] Fix refiner selector alignment

---
 StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml b/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
index e032886d7..9602435cc 100644
--- a/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
+++ b/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
@@ -43,7 +43,7 @@
                 <controls:Card Padding="12">
                     <StackPanel Spacing="0">
                         <!--  Model Row  -->
-                        <Grid ColumnDefinitions="90,*,Auto">
+                        <Grid ColumnDefinitions="70,*,Auto">
                             <TextBlock
                                 Grid.Column="0"
                                 VerticalAlignment="Center"
@@ -112,7 +112,7 @@
                         </Grid>
 
                         <!--  Workflow Profile  -->
-                        <Grid Margin="0,8,0,0" ColumnDefinitions="90,*,Auto">
+                        <Grid Margin="0,8,0,0" ColumnDefinitions="70,*,Auto">
                             <TextBlock
                                 Grid.Column="0"
                                 VerticalAlignment="Center"
@@ -158,7 +158,7 @@
                         <!--  Refiner (below Model, when enabled)  -->
                         <Grid
                             Margin="0,8,0,0"
-                            ColumnDefinitions="60,*,Auto"
+                            ColumnDefinitions="70,*,Auto"
                             IsVisible="{Binding IsRefinerSelectionEnabled}">
                             <TextBlock
                                 Grid.Column="0"

From e2f6c307f0eae7cc7c9542ef01008e7da0ceb41a Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Tue, 5 May 2026 21:29:44 -0700
Subject: [PATCH 176/218] Wire model card Shift to Z-Image, reorder refiner
 row, fix clip override

- Use ModelCardViewModel.Shift for ModelSamplingAuraFlow (Z-Image) instead of hardcoded 3.0
- Show the Shift control for both HiDream and Z-Image workflows
- Move Refiner row to sit between Model and Workflow selector
- Split RefreshWorkflowProfileState so project load only fires notifications and no longer overwrites a user's encoder type override

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../Controls/Inference/ModelCard.axaml        | 54 +++++++++----------
 .../InferenceTextToImageViewModel.cs          |  2 +-
 .../Inference/ModelCardViewModel.cs           | 19 +++++--
 3 files changed, 43 insertions(+), 32 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml b/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
index 9602435cc..0bdd85fdd 100644
--- a/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
+++ b/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
@@ -111,6 +111,33 @@
                             </StackPanel>
                         </Grid>
 
+                        <!--  Refiner (below Model, when enabled)  -->
+                        <Grid
+                            Margin="0,8,0,0"
+                            ColumnDefinitions="70,*,Auto"
+                            IsVisible="{Binding IsRefinerSelectionEnabled}">
+                            <TextBlock
+                                Grid.Column="0"
+                                VerticalAlignment="Center"
+                                Text="{x:Static lang:Resources.Label_Refiner}"
+                                TextAlignment="Left" />
+                            <controls:BetterComboBox
+                                Grid.Column="1"
+                                Padding="8,6,4,6"
+                                HorizontalAlignment="Stretch"
+                                ItemsSource="{Binding ClientManager.Models}"
+                                SelectedItem="{Binding SelectedRefiner}"
+                                Theme="{StaticResource BetterComboBoxHybridModelTheme}" />
+                            <Button
+                                Grid.Column="2"
+                                Margin="4,0,0,0"
+                                VerticalAlignment="Stretch"
+                                Command="{Binding OpenRefinerPickerCommand}"
+                                ToolTip.Tip="Browse all refiner models">
+                                <fluent:SymbolIcon FontSize="16" Symbol="Search" />
+                            </Button>
+                        </Grid>
+
                         <!--  Workflow Profile  -->
                         <Grid Margin="0,8,0,0" ColumnDefinitions="70,*,Auto">
                             <TextBlock
@@ -155,33 +182,6 @@
                             IsVisible="{Binding ShowWorkflowProfileStatus}"
                             Text="{Binding WorkflowProfileStatusText}" />
 
-                        <!--  Refiner (below Model, when enabled)  -->
-                        <Grid
-                            Margin="0,8,0,0"
-                            ColumnDefinitions="70,*,Auto"
-                            IsVisible="{Binding IsRefinerSelectionEnabled}">
-                            <TextBlock
-                                Grid.Column="0"
-                                VerticalAlignment="Center"
-                                Text="{x:Static lang:Resources.Label_Refiner}"
-                                TextAlignment="Left" />
-                            <controls:BetterComboBox
-                                Grid.Column="1"
-                                Padding="8,6,4,6"
-                                HorizontalAlignment="Stretch"
-                                ItemsSource="{Binding ClientManager.Models}"
-                                SelectedItem="{Binding SelectedRefiner}"
-                                Theme="{StaticResource BetterComboBoxHybridModelTheme}" />
-                            <Button
-                                Grid.Column="2"
-                                Margin="4,0,0,0"
-                                VerticalAlignment="Stretch"
-                                Command="{Binding OpenRefinerPickerCommand}"
-                                ToolTip.Tip="Browse all refiner models">
-                                <fluent:SymbolIcon FontSize="16" Symbol="Search" />
-                            </Button>
-                        </Grid>
-
                         <!--  Advanced Options Expander (Precision, VAE, CLIP Skip)  -->
                         <Expander
                             Margin="0,8,0,0"
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs
index 8f4155f2e..d081f3717 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceTextToImageViewModel.cs
@@ -311,7 +311,7 @@ protected void ApplyModelSamplingForCurrentWorkflow(ModuleApplyStepEventArgs app
             {
                 Name = builder.Nodes.GetUniqueName(nameof(ComfyNodeBuilder.ModelSamplingAuraFlow)),
                 Model = builder.Connections.Base.Model.Unwrap(),
-                Shift = 3.0d,
+                Shift = ModelCardViewModel.Shift,
             }
         );
 
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
index 82040b01b..2ee3080da 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
@@ -168,6 +168,7 @@ public HybridModelFile? SelectedUnifiedModel
         nameof(IsHiDreamClip),
         nameof(ResolvedWorkflowProfile),
         nameof(IsHiDreamWorkflow),
+        nameof(IsZImageWorkflow),
         nameof(ShowShift),
         nameof(ShowEncoderTypeSelection),
         nameof(HasRecommendedDefaults),
@@ -181,6 +182,7 @@ public HybridModelFile? SelectedUnifiedModel
     [NotifyPropertyChangedFor(
         nameof(ResolvedWorkflowProfile),
         nameof(IsHiDreamWorkflow),
+        nameof(IsZImageWorkflow),
         nameof(ShowShift),
         nameof(ShowEncoderTypeSelection),
         nameof(HasRecommendedDefaults),
@@ -242,6 +244,9 @@ public HybridModelFile? SelectedUnifiedModel
     public bool IsHiDreamWorkflow =>
         ResolvedWorkflowProfile is InferenceWorkflowProfile.HiDream
         || (ResolvedWorkflowProfile is InferenceWorkflowProfile.Custom && SelectedClipType == "HiDream");
+    public bool IsZImageWorkflow =>
+        ResolvedWorkflowProfile is InferenceWorkflowProfile.ZImageBase or InferenceWorkflowProfile.ZImageTurbo
+        || (ResolvedWorkflowProfile is InferenceWorkflowProfile.Custom && SelectedClipType == "lumina2");
     public bool IsGguf => SelectedUnetModel?.RelativePath.EndsWith("gguf") ?? false;
 
     /// <summary>
@@ -272,9 +277,9 @@ public string AdvancedOptionsHeader
     public string TextEncodersHeader => $"Text Encoders ({TextEncoders.Count})";
 
     /// <summary>
-    /// Whether to show the Shift control (for HiDream clip type, only when in UNet mode).
+    /// Whether to show the Shift control (for HiDream and Z-Image workflows, only when in UNet mode).
     /// </summary>
-    public bool ShowShift => ShowEncoderSection && IsHiDreamWorkflow;
+    public bool ShowShift => ShowEncoderSection && (IsHiDreamWorkflow || IsZImageWorkflow);
     public bool ShowEncoderTypeSelection =>
         ShowEncoderSection && SelectedWorkflowProfile is not InferenceWorkflowProfile.Auto;
     public InferenceWorkflowProfile ResolvedWorkflowProfile =>
@@ -629,7 +634,7 @@ public override void LoadStateFromJsonObject(JsonObject state)
         finally
         {
             isLoadingState = false;
-            RefreshWorkflowProfileState();
+            NotifyWorkflowProfileStateChanged();
         }
     }
 
@@ -914,16 +919,22 @@ partial void OnSelectedWorkflowProfileChanged(InferenceWorkflowProfile value)
         RefreshWorkflowProfileState();
     }
 
-    private void RefreshWorkflowProfileState()
+    private void NotifyWorkflowProfileStateChanged()
     {
         OnPropertyChanged(nameof(ResolvedWorkflowProfile));
         OnPropertyChanged(nameof(IsHiDreamWorkflow));
+        OnPropertyChanged(nameof(IsZImageWorkflow));
         OnPropertyChanged(nameof(ShowShift));
         OnPropertyChanged(nameof(ShowEncoderTypeSelection));
         OnPropertyChanged(nameof(HasRecommendedDefaults));
         OnPropertyChanged(nameof(WorkflowProfileStatusText));
         OnPropertyChanged(nameof(ShowWorkflowProfileStatus));
         OnPropertyChanged(nameof(RecommendedDefaultsToolTip));
+    }
+
+    private void RefreshWorkflowProfileState()
+    {
+        NotifyWorkflowProfileStateChanged();
 
         if (!isLoadingState)
         {

From c2438482d8ca0079c8cac1ed9a736d38f441110e Mon Sep 17 00:00:00 2001
From: Ionite <dev@ionite.io>
Date: Wed, 6 May 2026 15:35:32 -0700
Subject: [PATCH 177/218] Document Inference workflows, samplers, and fixes

---
 CHANGELOG.md | 14 ++++++++++----
 1 file changed, 10 insertions(+), 4 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 6f29e1ac8..7fee2a0ae 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,15 +9,21 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 ### Added
 - Added CivArchive model browser with details page, image viewer, version selector, trigger words, and in-app downloads with tracked progress
 - Added support for the civitai.red (mature-content) domain — NSFW CivitAI links now open and copy as civitai.red URLs, and pasting a civitai.red URL into the CivitAI model browser search works the same as a civitai.com URL
-- Added official Inference support for Z-Image/Z-Image-Turbo, Anima, and Flux.2 UNet-only workflows, including their text encoder, latent, scheduler, and sampling requirements
-- Added an Inference workflow profile selector with recommended defaults for default checkpoints, Flux, Flux.2, Z-Image Base/Turbo, and Anima
+- Added official Inference support for the **Z-Image** (Base + Turbo), **Anima**, and **Flux.2** model architectures — workflow-appropriate text encoders, latent shapes, schedulers, and model sampling (AuraFlow for Z-Image, `Flux2Scheduler` for Flux.2) are wired up automatically across Text-to-Image and Image-to-Image
+- Added an Inference **Workflow** selector to the Model card with profiles for Default/Checkpoint, Flux, Flux.2, Z-Image Base/Turbo, Anima, HiDream, and Custom
+  - **Auto** (default) detects the workflow from the model's CivitAI metadata, with filename fallbacks for models without metadata, and shows the resolved profile inline below the selector
+  - Sparkle button applies recommended sampler / scheduler / steps / CFG presets for the active workflow — e.g. `res_multistep` / `simple` / 8 steps / CFG 1 for Z-Image Turbo, `er_sde` / `simple` / 30 steps / CFG 4 for Anima, `euler` / 20 steps / CFG 5 for Flux.2
+  - Choosing a non-Auto profile reveals a manual Encoder Type selector for advanced overrides (e.g. running Z-Image Turbo with the `sd3` encoder)
+  - Opening the model browser from the Model card pre-filters to the workflow's compatible base models, without overwriting your saved picker filters
+- Added `er_sde` and `res_multistep` to the Inference sampler list
+- Added `stable_diffusion`, `flux2`, and `lumina2` Encoder Type options for UNet workflows
 - Added a checkpoint organizer for previewing and reorganizing local models using connected metadata-driven folder and filename patterns (requested in [#280](https://github.com/LykosAI/StabilityMatrix/issues/280), [#424](https://github.com/LykosAI/StabilityMatrix/issues/424))
 ### Changed
 - The CivitAI base model type filter now uses CivitAI's official `/api/v1/enums` endpoint, with fallbacks to the previous technique and a built-in list, so the filter stays populated even if the CivitAI response format changes or the service is unreachable
-- Improved the Inference workflow selector UX with Auto detection feedback, workflow-aware model lists, and recommended-default tooltips
+- Single-encoder UNet workflows (Anima, Flux.2, Z-Image) now use the matching CLIPLoader instead of assuming Flux-style dual encoders
 ### Fixed
 - Fixed CivitAI model browsing breaking during Discovery API outages — the browser now falls back to the direct CivitAI API when Discovery returns a server error, authentication failure, or times out
-- Fixed UNet-only model selection sometimes clearing during model-list refreshes, which could hide text encoder slots after generating, cancelling, or reconnecting to ComfyUI
+- Fixed UNet-only Inference model selection sometimes clearing during model-list refreshes — text encoder slots no longer disappear after generating, cancelling a generation, or reconnecting to ComfyUI
 - Fixed SwarmUI user settings (theme, output format, server configuration, etc.) and any user-added backend entries being overwritten when the install flow ran over an existing install — `Settings.fds` and `Backends.fds` are now merged with their existing contents instead of being rewritten from a stale template
 - Fixed pip requirements handling for environment-marker dependencies - thanks to @NeuralFault!
 - Fixed [#1608](https://github.com/LykosAI/StabilityMatrix/issues/1608) - Crash when cdn fetch fails due to error notification not being shown on UI Thread - thanks to @NeuralFault!

From 31b41b24aecffd2e4eff61152a081e09e91f18cb Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 6 May 2026 15:50:34 -0700
Subject: [PATCH 178/218] Fix CivArchive browser filter bugs and compact layout
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- Handle array-shaped platform echo in filter response — CivArchive returns
  pageProps.filters.platform as an array (e.g. ["civitai"]) once a non-default
  platform is selected, which threw at $.pageProps.filters.platform
- Fetch filter options via parameterless /top-models.json — the endpoint
  returns empty baseModels/modelTypes the moment any query param is present,
  so the Model Type and Base Model dropdowns were silently empty
- Collapse Rating/Status into icon-button flyouts and group Zoom / Hide
  Installed / Fit Images / Reset behind a single View overflow button so
  the filter row stays single-line at narrower widths
- Show "(N)" count badge on Model Type / Base Model when partially selected
- Debounce filter-driven searches at 300ms — rapid toggling no longer
  fires N back-to-back searches and trips CivArchive's rate limit
- Cache SearchAsync / GetFilterOptionsAsync / GetModelDetailsAsync /
  ResolveFileUrlAsync responses with per-endpoint TTLs

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../CivArchiveBrowserViewModel.cs             | 160 ++++++++----
 .../Views/CivArchiveBrowserPage.axaml         | 240 ++++++++++--------
 .../Api/CivArchiveApiClient.cs                | 160 +++++++++++-
 .../Api/ICivArchiveApiClient.cs               |   9 +
 .../Core/CivArchiveApiClientTests.cs          | 113 +++++++++
 .../Fakes/TestCivArchiveApiClient.cs          |  11 +
 6 files changed, 532 insertions(+), 161 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs
index 902a7e8e5..8ddf439c8 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs
@@ -36,6 +36,7 @@ IModelIndexService modelIndexService
     private bool filterOptionsLoaded;
     private bool searchQueued;
     private int currentPage = 1;
+    private DispatcherTimer? searchDebounceTimer;
 
     /// <summary>
     /// All search results we've fetched so far across pages, regardless of client-side filters.
@@ -95,6 +96,25 @@ IModelIndexService modelIndexService
             ? string.Empty
             : $"{AllBaseModels.Count(x => x.IsSelected)} of {AllBaseModels.Count} selected";
 
+    /// <summary>
+    /// True when a partial selection is active — at least one selected and at least one
+    /// deselected. The "all selected" stock state and the "none selected" degenerate state
+    /// both render plain (no badge), since neither is a meaningful filter to surface.
+    /// </summary>
+    public bool HasModelTypeFilter =>
+        AllModelTypes.Count > 0
+        && AllModelTypes.Any(x => x.IsSelected)
+        && AllModelTypes.Any(x => !x.IsSelected);
+
+    public bool HasBaseModelFilter =>
+        AllBaseModels.Count > 0
+        && AllBaseModels.Any(x => x.IsSelected)
+        && AllBaseModels.Any(x => !x.IsSelected);
+
+    public int SelectedModelTypeCount => AllModelTypes.Count(x => x.IsSelected);
+
+    public int SelectedBaseModelCount => AllBaseModels.Count(x => x.IsSelected);
+
     [ObservableProperty]
     private string searchQuery = string.Empty;
 
@@ -252,9 +272,54 @@ protected override async Task OnInitialLoadedAsync()
         EventManager.Instance.ModelIndexChanged += indexHandler;
         AddDisposable(Disposable.Create(() => EventManager.Instance.ModelIndexChanged -= indexHandler));
 
+        // Debounce filter-driven searches so rapid toggles (e.g. picking a dozen base
+        // models in a row) collapse into a single API call instead of N — CivArchive
+        // 429s aggressively otherwise.
+        searchDebounceTimer = new DispatcherTimer { Interval = TimeSpan.FromMilliseconds(300) };
+        searchDebounceTimer.Tick += OnSearchDebounceElapsed;
+        AddDisposable(
+            Disposable.Create(() =>
+            {
+                searchDebounceTimer.Stop();
+                searchDebounceTimer.Tick -= OnSearchDebounceElapsed;
+            })
+        );
+
+        // Filter options (Model Type / Base Model dropdown contents) only come back
+        // populated when the URL has no query string, so we have to fetch them with a
+        // dedicated parameterless call before the first filtered search runs.
+        await LoadFilterOptionsAsync();
+
         await SearchModels();
     }
 
+    private async Task LoadFilterOptionsAsync()
+    {
+        if (filterOptionsLoaded)
+        {
+            return;
+        }
+
+        try
+        {
+            var options = await civArchiveApiClient.GetFilterOptionsAsync();
+            ApplyFilterOptions(options);
+            filterOptionsLoaded = true;
+        }
+        catch (Exception ex)
+        {
+            // Don't block the search itself — failure here just means the multi-select
+            // dropdowns stay empty until the user reloads the page.
+            NoResultsText = ex.Message;
+        }
+        finally
+        {
+            // ApplyFilterOptions sets suppressSearch=true while it populates the option
+            // collections; release it before the real search runs so user input flows.
+            suppressSearch = false;
+        }
+    }
+
     partial void OnHideInstalledModelsChanged(bool value) => RebuildVisibleResults();
 
     private void OnLocalModelIndexChanged()
@@ -285,9 +350,42 @@ private void RebuildVisibleResults()
         OnPropertyChanged(nameof(IsEndOfResults));
     }
 
+    private void OnSearchDebounceElapsed(object? sender, EventArgs e)
+    {
+        searchDebounceTimer?.Stop();
+        _ = SearchModels();
+    }
+
+    /// <summary>
+    /// Restart the debounce timer. The actual search runs once the user pauses for the
+    /// timer's interval — multiple rapid filter changes within that window collapse into
+    /// a single fetch.
+    /// </summary>
+    private void RequestDebouncedSearch()
+    {
+        if (suppressSearch)
+        {
+            return;
+        }
+
+        SaveSettings();
+
+        if (!HasSearched)
+        {
+            return;
+        }
+
+        searchDebounceTimer?.Stop();
+        searchDebounceTimer?.Start();
+    }
+
     [RelayCommand]
     private async Task SearchModels(bool isInfiniteScroll = false)
     {
+        // Cancel any pending debounced search so an explicit invocation (search button,
+        // ResetFilters, etc.) doesn't get shadowed by a redundant fire 300ms later.
+        searchDebounceTimer?.Stop();
+
         if (IsLoading)
         {
             if (!isInfiniteScroll)
@@ -321,31 +419,6 @@ private async Task SearchModels(bool isInfiniteScroll = false)
         {
             var response = await civArchiveApiClient.SearchAsync(filters);
 
-            if (!filterOptionsLoaded)
-            {
-                ApplyFilterOptions(response.FilterOptions);
-                filterOptionsLoaded = true;
-
-                // ApplyFilterOptions sets suppressSearch=true while populating the option
-                // collections. Only re-fetch if the user actually has saved selections
-                // (Types/BaseModels) that we couldn't apply on the first call — for a
-                // first-run user with no saved selections the initial response is already
-                // correct and a second fetch is wasted bandwidth.
-                var savedOptions = settingsManager.Settings.CivArchiveBrowserOptions;
-                var hasSelections =
-                    savedOptions.SelectedModelTypes.Count > 0 || savedOptions.SelectedBaseModels.Count > 0;
-
-                if (!isInfiniteScroll && suppressSearch && hasSelections)
-                {
-                    suppressSearch = false;
-                    response = await civArchiveApiClient.SearchAsync(BuildFilters(currentPage));
-                }
-                else
-                {
-                    suppressSearch = false;
-                }
-            }
-
             TotalHits = response.TotalHits;
             currentPage = response.EffectiveFilters.Page;
 
@@ -613,11 +686,15 @@ IReadOnlyCollection<string> selectedValues
         {
             ApplyModelTypeFilter();
             OnPropertyChanged(nameof(ModelTypeSelectionSummary));
+            OnPropertyChanged(nameof(HasModelTypeFilter));
+            OnPropertyChanged(nameof(SelectedModelTypeCount));
         }
         else if (ReferenceEquals(target, AllBaseModels))
         {
             ApplyBaseModelFilter();
             OnPropertyChanged(nameof(BaseModelSelectionSummary));
+            OnPropertyChanged(nameof(HasBaseModelFilter));
+            OnPropertyChanged(nameof(SelectedBaseModelCount));
         }
     }
 
@@ -756,7 +833,7 @@ private void SaveSettings()
         );
     }
 
-    private async void OnSelectableOptionChanged(object? sender, PropertyChangedEventArgs e)
+    private void OnSelectableOptionChanged(object? sender, PropertyChangedEventArgs e)
     {
         if (e.PropertyName != nameof(BaseModelOptionViewModel.IsSelected))
         {
@@ -765,18 +842,12 @@ private async void OnSelectableOptionChanged(object? sender, PropertyChangedEven
 
         OnPropertyChanged(nameof(ModelTypeSelectionSummary));
         OnPropertyChanged(nameof(BaseModelSelectionSummary));
+        OnPropertyChanged(nameof(HasModelTypeFilter));
+        OnPropertyChanged(nameof(HasBaseModelFilter));
+        OnPropertyChanged(nameof(SelectedModelTypeCount));
+        OnPropertyChanged(nameof(SelectedBaseModelCount));
 
-        if (suppressSearch)
-        {
-            return;
-        }
-
-        SaveSettings();
-
-        if (HasSearched)
-        {
-            await SearchModels();
-        }
+        RequestDebouncedSearch();
     }
 
     partial void OnSelectedPlatformChanged(NamedOption<CivArchivePlatformOption>? value) =>
@@ -793,18 +864,5 @@ partial void OnSelectedPlatformStatusChanged(NamedOption<CivArchivePlatformStatu
 
     partial void OnSelectedKindChanged(NamedOption<CivArchiveKindOption>? value) => TriggerFilterSearch();
 
-    private async void TriggerFilterSearch()
-    {
-        if (suppressSearch)
-        {
-            return;
-        }
-
-        SaveSettings();
-
-        if (HasSearched)
-        {
-            await SearchModels();
-        }
-    }
+    private void TriggerFilterSearch() => RequestDebouncedSearch();
 }
diff --git a/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml b/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml
index 047543ad9..6e4f17e5e 100644
--- a/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/CivArchiveBrowserPage.axaml
@@ -544,44 +544,78 @@
                         SelectedItem="{Binding SelectedKind}" />
                 </StackPanel>
 
-                <!--  Rating segmented  -->
+                <!--  Rating: icon button reveals segmented pills in a flyout — preserves the pill aesthetic without consuming row width  -->
                 <StackPanel Margin="0,0,8,4" Spacing="2">
                     <TextBlock
                         Margin="2,0,0,0"
                         FontSize="11"
                         Foreground="{DynamicResource TextFillColorSecondaryBrush}"
                         Text="Rating" />
-                    <StackPanel Orientation="Horizontal" Spacing="6">
-                        <fa:Icon
-                            VerticalAlignment="Center"
-                            FontSize="12"
-                            Foreground="{DynamicResource TextFillColorSecondaryBrush}"
-                            Value="fa-solid fa-shield-halved" />
-                        <ListBox
-                            Classes="Segmented"
-                            ItemsSource="{Binding AllRatings}"
-                            SelectedItem="{Binding SelectedRating}" />
-                    </StackPanel>
+                    <Button MinWidth="100" ToolTip.Tip="Content rating filter">
+                        <Grid HorizontalAlignment="Stretch" ColumnDefinitions="Auto,*,Auto">
+                            <fa:Icon
+                                VerticalAlignment="Center"
+                                FontSize="12"
+                                Value="fa-solid fa-shield-halved" />
+                            <TextBlock
+                                Grid.Column="1"
+                                Margin="6,0,0,0"
+                                VerticalAlignment="Center"
+                                Text="{Binding SelectedRating.Label}" />
+                            <ui:SymbolIcon
+                                Grid.Column="2"
+                                Margin="6,0,0,0"
+                                VerticalAlignment="Center"
+                                FontSize="12"
+                                Foreground="{DynamicResource TextFillColorSecondary}"
+                                Symbol="ChevronDown" />
+                        </Grid>
+                        <Button.Flyout>
+                            <Flyout>
+                                <ListBox
+                                    Classes="Segmented"
+                                    ItemsSource="{Binding AllRatings}"
+                                    SelectedItem="{Binding SelectedRating}" />
+                            </Flyout>
+                        </Button.Flyout>
+                    </Button>
                 </StackPanel>
 
-                <!--  Status segmented  -->
+                <!--  Status: same treatment as Rating  -->
                 <StackPanel Margin="0,0,8,4" Spacing="2">
                     <TextBlock
                         Margin="2,0,0,0"
                         FontSize="11"
                         Foreground="{DynamicResource TextFillColorSecondaryBrush}"
                         Text="Status" />
-                    <StackPanel Orientation="Horizontal" Spacing="6">
-                        <fa:Icon
-                            VerticalAlignment="Center"
-                            FontSize="12"
-                            Foreground="{DynamicResource TextFillColorSecondaryBrush}"
-                            Value="fa-solid fa-circle-check" />
-                        <ListBox
-                            Classes="Segmented"
-                            ItemsSource="{Binding AllPlatformStatuses}"
-                            SelectedItem="{Binding SelectedPlatformStatus}" />
-                    </StackPanel>
+                    <Button MinWidth="110" ToolTip.Tip="Platform availability filter">
+                        <Grid HorizontalAlignment="Stretch" ColumnDefinitions="Auto,*,Auto">
+                            <fa:Icon
+                                VerticalAlignment="Center"
+                                FontSize="12"
+                                Value="fa-solid fa-circle-check" />
+                            <TextBlock
+                                Grid.Column="1"
+                                Margin="6,0,0,0"
+                                VerticalAlignment="Center"
+                                Text="{Binding SelectedPlatformStatus.Label}" />
+                            <ui:SymbolIcon
+                                Grid.Column="2"
+                                Margin="6,0,0,0"
+                                VerticalAlignment="Center"
+                                FontSize="12"
+                                Foreground="{DynamicResource TextFillColorSecondary}"
+                                Symbol="ChevronDown" />
+                        </Grid>
+                        <Button.Flyout>
+                            <Flyout>
+                                <ListBox
+                                    Classes="Segmented"
+                                    ItemsSource="{Binding AllPlatformStatuses}"
+                                    SelectedItem="{Binding SelectedPlatformStatus}" />
+                            </Flyout>
+                        </Button.Flyout>
+                    </Button>
                 </StackPanel>
 
                 <!--  Model Type multi-select  -->
@@ -596,6 +630,13 @@
                             <StackPanel Orientation="Horizontal" Spacing="6">
                                 <fa:Icon FontSize="12" Value="fa-solid fa-cube" />
                                 <TextBlock VerticalAlignment="Center" Text="{x:Static lang:Resources.Label_ModelType}" />
+                                <!--  Count badge: visible only when a partial selection is active (not stock, not all-deselected)  -->
+                                <TextBlock
+                                    VerticalAlignment="Center"
+                                    FontWeight="SemiBold"
+                                    Foreground="{DynamicResource SystemAccentColorLight2}"
+                                    IsVisible="{Binding HasModelTypeFilter}"
+                                    Text="{Binding SelectedModelTypeCount, StringFormat=({0})}" />
                             </StackPanel>
                             <ui:SymbolIcon
                                 Grid.Column="1"
@@ -662,6 +703,12 @@
                             <StackPanel Orientation="Horizontal" Spacing="6">
                                 <fa:Icon FontSize="12" Value="fa-solid fa-layer-group" />
                                 <TextBlock VerticalAlignment="Center" Text="{x:Static lang:Resources.Label_BaseModel}" />
+                                <TextBlock
+                                    VerticalAlignment="Center"
+                                    FontWeight="SemiBold"
+                                    Foreground="{DynamicResource SystemAccentColorLight2}"
+                                    IsVisible="{Binding HasBaseModelFilter}"
+                                    Text="{Binding SelectedBaseModelCount, StringFormat=({0})}" />
                             </StackPanel>
                             <ui:SymbolIcon
                                 Grid.Column="1"
@@ -716,102 +763,91 @@
                     </Button>
                 </StackPanel>
 
-                <!--  Zoom (wrapped to match labeled-unit baseline)  -->
-                <StackPanel Margin="0,0,4,4" Spacing="2">
+                <!--  View overflow: card size, hide installed, fit images, reset — all behind one button  -->
+                <StackPanel Margin="0,0,0,4" Spacing="2">
                     <!--  Spacer label keeps the button baseline aligned with the labeled units to the left  -->
                     <TextBlock
                         Margin="2,0,0,0"
                         FontSize="11"
                         Opacity="0"
                         Text="." />
-                    <Button ToolTip.Tip="Card size">
+                    <Button ToolTip.Tip="View options">
                         <StackPanel Orientation="Horizontal" Spacing="6">
                             <fa:Icon
                                 VerticalAlignment="Center"
                                 FontSize="12"
-                                Value="fa-solid fa-magnifying-glass" />
-                            <TextBlock VerticalAlignment="Center" Text="Zoom" />
+                                Value="fa-solid fa-eye" />
+                            <TextBlock VerticalAlignment="Center" Text="View" />
+                            <ui:SymbolIcon
+                                Margin="2,0,0,0"
+                                VerticalAlignment="Center"
+                                FontSize="12"
+                                Foreground="{DynamicResource TextFillColorSecondary}"
+                                Symbol="ChevronDown" />
                         </StackPanel>
                         <Button.Flyout>
                             <Flyout>
-                                <StackPanel Orientation="Vertical">
-                                    <TextBlock
-                                        HorizontalAlignment="Center"
-                                        VerticalAlignment="Center"
-                                        Text="Zoom" />
-                                    <Slider
-                                        MinWidth="150"
-                                        Maximum="1.5"
-                                        Minimum="0.6"
-                                        SmallChange="0.05"
-                                        Value="{Binding ResizeFactor, Mode=TwoWay}" />
-                                    <TextBlock
-                                        Margin="0,-4,0,0"
-                                        HorizontalAlignment="Center"
-                                        VerticalAlignment="Center"
-                                        Text="{Binding ResizeFactor, StringFormat={}{0:F2}x}" />
+                                <StackPanel MinWidth="240" Spacing="12">
+                                    <!--  Card size  -->
+                                    <StackPanel Spacing="4">
+                                        <Grid ColumnDefinitions="*,Auto">
+                                            <TextBlock
+                                                VerticalAlignment="Center"
+                                                FontSize="11"
+                                                Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                                Text="Card size" />
+                                            <TextBlock
+                                                Grid.Column="1"
+                                                VerticalAlignment="Center"
+                                                FontSize="11"
+                                                Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                                Text="{Binding ResizeFactor, StringFormat={}{0:F2}x}" />
+                                        </Grid>
+                                        <Slider
+                                            Maximum="1.5"
+                                            Minimum="0.6"
+                                            SmallChange="0.05"
+                                            Value="{Binding ResizeFactor, Mode=TwoWay}" />
+                                    </StackPanel>
+
+                                    <!--  Toggles  -->
+                                    <ToggleButton
+                                        HorizontalAlignment="Stretch"
+                                        HorizontalContentAlignment="Left"
+                                        IsChecked="{Binding HideInstalledModels, Mode=TwoWay}"
+                                        ToolTip.Tip="Hide models already in your library">
+                                        <StackPanel Orientation="Horizontal" Spacing="8">
+                                            <fa:Icon FontSize="12" Value="fa-solid fa-database" />
+                                            <TextBlock Text="Hide installed" />
+                                        </StackPanel>
+                                    </ToggleButton>
+                                    <ToggleButton
+                                        HorizontalAlignment="Stretch"
+                                        HorizontalContentAlignment="Left"
+                                        IsChecked="{Binding FitCardImages, Mode=TwoWay}"
+                                        ToolTip.Tip="Fit: show whole image with blurred edges. Off: crop to fill (may cut off content).">
+                                        <StackPanel Orientation="Horizontal" Spacing="8">
+                                            <fa:Icon FontSize="12" Value="fa-solid fa-image" />
+                                            <TextBlock Text="Fit card images" />
+                                        </StackPanel>
+                                    </ToggleButton>
+
+                                    <!--  Reset  -->
+                                    <Button
+                                        HorizontalAlignment="Stretch"
+                                        HorizontalContentAlignment="Left"
+                                        Command="{Binding ResetFiltersCommand}"
+                                        ToolTip.Tip="Reset all filters to defaults">
+                                        <StackPanel Orientation="Horizontal" Spacing="8">
+                                            <fa:Icon FontSize="12" Value="fa-solid fa-rotate-left" />
+                                            <TextBlock Text="Reset filters" />
+                                        </StackPanel>
+                                    </Button>
                                 </StackPanel>
                             </Flyout>
                         </Button.Flyout>
                     </Button>
                 </StackPanel>
-
-                <!--  Hide Installed (wrapped to match labeled-unit baseline)  -->
-                <StackPanel Margin="0,0,4,4" Spacing="2">
-                    <TextBlock
-                        Margin="2,0,0,0"
-                        FontSize="11"
-                        Opacity="0"
-                        Text="." />
-                    <ToggleButton IsChecked="{Binding HideInstalledModels, Mode=TwoWay}" ToolTip.Tip="Hide models already in your library">
-                        <StackPanel Orientation="Horizontal" Spacing="6">
-                            <fa:Icon
-                                VerticalAlignment="Center"
-                                FontSize="12"
-                                Value="fa-solid fa-database" />
-                            <TextBlock VerticalAlignment="Center" Text="Hide Installed" />
-                        </StackPanel>
-                    </ToggleButton>
-                </StackPanel>
-
-                <!--  Fit Images toggle: on = whole image with blurred edge fill, off = crop to fill  -->
-                <StackPanel Margin="0,0,4,4" Spacing="2">
-                    <TextBlock
-                        Margin="2,0,0,0"
-                        FontSize="11"
-                        Opacity="0"
-                        Text="." />
-                    <ToggleButton IsChecked="{Binding FitCardImages, Mode=TwoWay}" ToolTip.Tip="Fit: show whole image with blurred edges. Off: crop to fill (may cut off content).">
-                        <StackPanel Orientation="Horizontal" Spacing="6">
-                            <fa:Icon
-                                VerticalAlignment="Center"
-                                FontSize="12"
-                                Value="fa-solid fa-image" />
-                            <TextBlock VerticalAlignment="Center" Text="Fit Images" />
-                        </StackPanel>
-                    </ToggleButton>
-                </StackPanel>
-
-                <!--  Reset filters  -->
-                <StackPanel Margin="0,0,0,4" Spacing="2">
-                    <TextBlock
-                        Margin="2,0,0,0"
-                        FontSize="11"
-                        Opacity="0"
-                        Text="." />
-                    <Button
-                        Classes="transparent"
-                        Command="{Binding ResetFiltersCommand}"
-                        ToolTip.Tip="Reset all filters to defaults">
-                        <StackPanel Orientation="Horizontal" Spacing="6">
-                            <fa:Icon
-                                VerticalAlignment="Center"
-                                FontSize="12"
-                                Value="fa-solid fa-rotate-left" />
-                            <TextBlock VerticalAlignment="Center" Text="Reset" />
-                        </StackPanel>
-                    </Button>
-                </StackPanel>
             </WrapPanel>
 
         </StackPanel>
diff --git a/StabilityMatrix.Core/Api/CivArchiveApiClient.cs b/StabilityMatrix.Core/Api/CivArchiveApiClient.cs
index dfa6bd430..f9af8b384 100644
--- a/StabilityMatrix.Core/Api/CivArchiveApiClient.cs
+++ b/StabilityMatrix.Core/Api/CivArchiveApiClient.cs
@@ -4,6 +4,7 @@
 using System.Text.RegularExpressions;
 using Injectio.Attributes;
 using Microsoft.Extensions.Logging;
+using StabilityMatrix.Core.Helper.Cache;
 using StabilityMatrix.Core.Models.Api.CivArchive;
 
 namespace StabilityMatrix.Core.Api;
@@ -18,10 +19,28 @@ IHttpClientFactory httpClientFactory
 
     private static readonly JsonSerializerOptions JsonOptions = new() { PropertyNameCaseInsensitive = true };
 
+    // TTLs picked per-endpoint based on how quickly the data can stale: search results
+    // change as new uploads land (short), filter-option lists rarely change (long),
+    // model details are versioned but mirror lists update occasionally (medium), and
+    // sha256→URL is a hash mapping that's effectively immutable (cap at LRU eviction).
+    private static readonly TimeSpan SearchCacheTtl = TimeSpan.FromMinutes(2);
+    private static readonly TimeSpan FilterOptionsCacheTtl = TimeSpan.FromHours(1);
+    private static readonly TimeSpan DetailsCacheTtl = TimeSpan.FromMinutes(5);
+
     private readonly HttpClient httpClient = CreateHttpClient(httpClientFactory);
     private readonly SemaphoreSlim buildIdLock = new(1, 1);
     private string? cachedBuildId;
 
+    private readonly LRUCache<string, CacheEntry<CivArchiveSearchResponse>> searchCache = new(64);
+    private readonly LRUCache<string, CacheEntry<CivArchiveModelDetailsResponse>> detailsCache = new(64);
+    private readonly LRUCache<string, CacheEntry<string?>> fileUrlCache = new(128);
+    private CacheEntry<CivArchiveFilterOptions>? cachedFilterOptions;
+
+    private sealed record CacheEntry<T>(DateTimeOffset CachedAt, T Value)
+    {
+        public bool IsFresh(TimeSpan ttl) => DateTimeOffset.UtcNow - CachedAt < ttl;
+    }
+
     public async Task<string> GetBuildIdAsync(CancellationToken cancellationToken = default)
     {
         if (!string.IsNullOrWhiteSpace(cachedBuildId))
@@ -55,6 +74,12 @@ public async Task<CivArchiveSearchResponse> SearchAsync(
 
         var routePath = string.IsNullOrWhiteSpace(filters.RoutePath) ? "/top-models" : filters.RoutePath;
         var relativePath = BuildSearchDataPath(routePath, filters);
+
+        if (searchCache.Get(relativePath) is { } cached && cached.IsFresh(SearchCacheTtl))
+        {
+            return cached.Value;
+        }
+
         var response = await GetNextDataAsync<CivArchiveListPageResponse>(relativePath, cancellationToken);
 
         var pageProps =
@@ -63,7 +88,7 @@ public async Task<CivArchiveSearchResponse> SearchAsync(
 
         var effectiveFilters = pageProps.Filters?.ToSearchFilters() ?? filters;
 
-        return new CivArchiveSearchResponse
+        var result = new CivArchiveSearchResponse
         {
             Results = pageProps.Data?.Results ?? [],
             FilterOptions = new CivArchiveFilterOptions
@@ -76,6 +101,42 @@ public async Task<CivArchiveSearchResponse> SearchAsync(
             Hits = pageProps.Data?.Hits ?? 0,
             TotalHits = pageProps.Data?.TotalHits ?? 0,
         };
+
+        searchCache.Add(
+            relativePath,
+            new CacheEntry<CivArchiveSearchResponse>(DateTimeOffset.UtcNow, result)
+        );
+        return result;
+    }
+
+    public async Task<CivArchiveFilterOptions> GetFilterOptionsAsync(
+        CancellationToken cancellationToken = default
+    )
+    {
+        if (cachedFilterOptions is { } cached && cached.IsFresh(FilterOptionsCacheTtl))
+        {
+            return cached.Value;
+        }
+
+        // Parameterless URL is intentional — CivArchive returns empty filter-option arrays
+        // the moment any query param is present, even if every value is the default.
+        var response = await GetNextDataAsync<CivArchiveListPageResponse>(
+            "/top-models.json",
+            cancellationToken
+        );
+
+        var pageProps =
+            response.PageProps
+            ?? throw new InvalidOperationException("CivArchive list page was missing pageProps");
+
+        var result = new CivArchiveFilterOptions
+        {
+            BaseModels = pageProps.FilterOptions?.BaseModels ?? [],
+            ModelTypes = pageProps.FilterOptions?.ModelTypes ?? [],
+        };
+
+        cachedFilterOptions = new CacheEntry<CivArchiveFilterOptions>(DateTimeOffset.UtcNow, result);
+        return result;
     }
 
     public async Task<CivArchiveModelDetailsResponse> GetModelDetailsAsync(
@@ -89,6 +150,12 @@ public async Task<CivArchiveModelDetailsResponse> GetModelDetailsAsync(
         }
 
         var nextDataPath = BuildDetailDataPath(relativeUrl);
+
+        if (detailsCache.Get(nextDataPath) is { } cachedDetails && cachedDetails.IsFresh(DetailsCacheTtl))
+        {
+            return cachedDetails.Value;
+        }
+
         var response = await GetNextDataAsync<CivArchiveDetailPageResponse>(nextDataPath, cancellationToken);
 
         var pageProps =
@@ -109,7 +176,12 @@ public async Task<CivArchiveModelDetailsResponse> GetModelDetailsAsync(
         model.Platform ??= pageProps.Platform;
         model.PlatformName ??= pageProps.PlatformName;
 
-        return new CivArchiveModelDetailsResponse { Model = model };
+        var detailsResult = new CivArchiveModelDetailsResponse { Model = model };
+        detailsCache.Add(
+            nextDataPath,
+            new CacheEntry<CivArchiveModelDetailsResponse>(DateTimeOffset.UtcNow, detailsResult)
+        );
+        return detailsResult;
     }
 
     public async Task<string?> ResolveFileUrlAsync(
@@ -124,6 +196,15 @@ public async Task<CivArchiveModelDetailsResponse> GetModelDetailsAsync(
 
         var nextDataPath = BuildDetailDataPath(sha256RelativeUrl);
 
+        // sha256 → model URL is essentially an immutable mapping, so no TTL check —
+        // LRU eviction handles capacity. Caches null too so orphaned hashes don't
+        // re-hit the API on every navigation attempt.
+        if (fileUrlCache.Get(nextDataPath) is { } cachedFile)
+        {
+            return cachedFile.Value;
+        }
+
+        string? resolved = null;
         try
         {
             var response = await GetNextDataAsync<CivArchiveSha256PageResponse>(
@@ -135,19 +216,21 @@ public async Task<CivArchiveModelDetailsResponse> GetModelDetailsAsync(
             // `version.href` is the canonical URL for the version that contains this file.
             // Fall back to the first entry in `versions[]` if `version` is missing.
             var firstModel = response.PageProps?.Models?.FirstOrDefault();
-            if (firstModel is null)
+            if (firstModel is not null)
             {
-                return null;
+                resolved = !string.IsNullOrWhiteSpace(firstModel.Version?.Href)
+                    ? firstModel.Version!.Href
+                    : firstModel.Versions.FirstOrDefault()?.Href;
             }
-
-            return !string.IsNullOrWhiteSpace(firstModel.Version?.Href)
-                ? firstModel.Version!.Href
-                : firstModel.Versions.FirstOrDefault()?.Href;
         }
         catch
         {
+            // Don't cache transient failures (e.g. 429) — let the next attempt try again.
             return null;
         }
+
+        fileUrlCache.Add(nextDataPath, new CacheEntry<string?>(DateTimeOffset.UtcNow, resolved));
+        return resolved;
     }
 
     public Uri GetAbsoluteUri(string relativeUrl)
@@ -441,6 +524,7 @@ private sealed class CivArchiveFiltersDto
         public List<string> BaseModels { get; set; } = [];
 
         [JsonPropertyName("platform")]
+        [JsonConverter(typeof(CivArchiveSingleStringConverter))]
         public string? Platform { get; set; }
 
         [JsonPropertyName("sort")]
@@ -543,4 +627,64 @@ public override void Write(Utf8JsonWriter writer, List<string> value, JsonSerial
             writer.WriteEndArray();
         }
     }
+
+    /// <summary>
+    /// Reads a single string from JSON that may arrive as a bare string, a single-element
+    /// array (CivArchive echoes multi-select-shaped values like <c>platform</c> as
+    /// <c>["civitai"]</c> when filtered), or null. Returns the first string element for
+    /// arrays and skips other token shapes safely.
+    /// </summary>
+    private sealed class CivArchiveSingleStringConverter : JsonConverter<string?>
+    {
+        public override string? Read(
+            ref Utf8JsonReader reader,
+            Type typeToConvert,
+            JsonSerializerOptions options
+        )
+        {
+            if (reader.TokenType == JsonTokenType.Null)
+            {
+                return null;
+            }
+
+            if (reader.TokenType == JsonTokenType.String)
+            {
+                return reader.GetString();
+            }
+
+            if (reader.TokenType == JsonTokenType.StartArray)
+            {
+                string? first = null;
+                while (reader.Read())
+                {
+                    if (reader.TokenType == JsonTokenType.EndArray)
+                    {
+                        return first;
+                    }
+
+                    if (reader.TokenType == JsonTokenType.String && first is null)
+                    {
+                        first = reader.GetString();
+                    }
+                }
+
+                return first;
+            }
+
+            reader.Skip();
+            return null;
+        }
+
+        public override void Write(Utf8JsonWriter writer, string? value, JsonSerializerOptions options)
+        {
+            if (value is null)
+            {
+                writer.WriteNullValue();
+            }
+            else
+            {
+                writer.WriteStringValue(value);
+            }
+        }
+    }
 }
diff --git a/StabilityMatrix.Core/Api/ICivArchiveApiClient.cs b/StabilityMatrix.Core/Api/ICivArchiveApiClient.cs
index da2048925..d71ddc346 100644
--- a/StabilityMatrix.Core/Api/ICivArchiveApiClient.cs
+++ b/StabilityMatrix.Core/Api/ICivArchiveApiClient.cs
@@ -9,6 +9,15 @@ Task<CivArchiveSearchResponse> SearchAsync(
         CivArchiveSearchFilters filters,
         CancellationToken cancellationToken = default
     );
+
+    /// <summary>
+    /// Fetch the populated lists of selectable model types and base models. CivArchive's
+    /// Next.js endpoint only returns these arrays when called with no query string at all —
+    /// any filter param (even <c>platform=all</c>) causes the server to return empty
+    /// arrays. This method makes the parameterless request so the multi-select dropdowns
+    /// can actually be populated.
+    /// </summary>
+    Task<CivArchiveFilterOptions> GetFilterOptionsAsync(CancellationToken cancellationToken = default);
     Task<CivArchiveModelDetailsResponse> GetModelDetailsAsync(
         string relativeUrl,
         CancellationToken cancellationToken = default
diff --git a/StabilityMatrix.Tests/Core/CivArchiveApiClientTests.cs b/StabilityMatrix.Tests/Core/CivArchiveApiClientTests.cs
index 58af2d9c3..183af5b37 100644
--- a/StabilityMatrix.Tests/Core/CivArchiveApiClientTests.cs
+++ b/StabilityMatrix.Tests/Core/CivArchiveApiClientTests.cs
@@ -109,6 +109,119 @@ public async Task SearchAsync_ParsesVersionAndFileResults()
         );
     }
 
+    [TestMethod]
+    public async Task SearchAsync_CachesIdenticalFilterRequestsWithinTtl()
+    {
+        // Two SearchAsync calls with identical filters should produce exactly one
+        // /_next/data/.../top-models.json fetch — repeated requests within the TTL hit
+        // the in-memory cache, which is the main 429 mitigation when users toggle
+        // filters back and forth.
+        var dataRequestCount = 0;
+        var listJson = ListResponseJson(
+            """{"id":"v1","name":"Cached","kind":"version","url":"/models/1?modelVersionId=2"}"""
+        );
+
+        var responses = new Queue<HttpResponseMessage>(
+            [
+                CreateJsonResponse("""<html><script>{"buildId":"test-build"}</script></html>""", "text/html"),
+                CreateJsonResponse(listJson),
+            ]
+        );
+
+        var client = CreateClient(
+            new RecordingHandler(
+                (request, _) =>
+                {
+                    if (request.RequestUri!.AbsolutePath.Contains("top-models.json"))
+                    {
+                        dataRequestCount++;
+                    }
+                    return responses.Dequeue();
+                }
+            )
+        );
+
+        var filters = new CivArchiveSearchFilters { Platform = CivArchivePlatformOption.Civitai };
+
+        var first = await client.SearchAsync(filters);
+        var second = await client.SearchAsync(filters);
+
+        Assert.AreEqual(1, dataRequestCount, "Second identical request should have been served from cache");
+        Assert.AreSame(first, second, "Cache should return the same response instance");
+    }
+
+    [TestMethod]
+    public async Task GetFilterOptionsAsync_UsesParameterlessRouteAndParsesLists()
+    {
+        // CivArchive only echoes the populated baseModels / modelTypes lists when the URL
+        // has no query string at all — we hit /top-models.json directly, no filter params.
+        var requestedUrls = new List<string>();
+        const string filterOptionsJson =
+            "{\"pageProps\":{\"filterOptions\":{"
+            + "\"baseModels\":[\"Flux.1 D\",\"Illustrious\",\"SDXL 1.0\"],"
+            + "\"modelTypes\":[\"Checkpoint\",\"LORA\",\"VAE\"]}}}";
+
+        var responses = new Queue<HttpResponseMessage>(
+            [
+                CreateJsonResponse("""<html><script>{"buildId":"test-build"}</script></html>""", "text/html"),
+                CreateJsonResponse(filterOptionsJson),
+            ]
+        );
+
+        var client = CreateClient(
+            new RecordingHandler(
+                (request, _) =>
+                {
+                    requestedUrls.Add(request.RequestUri!.ToString());
+                    return responses.Dequeue();
+                }
+            )
+        );
+
+        var options = await client.GetFilterOptionsAsync();
+
+        CollectionAssert.AreEqual(
+            new[] { "Flux.1 D", "Illustrious", "SDXL 1.0" },
+            options.BaseModels.ToArray()
+        );
+        CollectionAssert.AreEqual(new[] { "Checkpoint", "LORA", "VAE" }, options.ModelTypes.ToArray());
+
+        // Critical: no query string. If any param leaks in, the API silently returns
+        // empty arrays and the dropdowns end up blank.
+        Assert.IsTrue(
+            requestedUrls.Any(u => u.EndsWith("/_next/data/test-build/top-models.json")),
+            $"Expected parameterless top-models.json fetch, got: {string.Join(", ", requestedUrls)}"
+        );
+    }
+
+    [TestMethod]
+    public async Task SearchAsync_ParsesArrayShapedPlatformEcho()
+    {
+        // Regression: when the user picks a non-default platform, CivArchive's
+        // pageProps.filters.platform comes back as an array (["civitai"]) rather than
+        // a bare string, which used to throw a JsonException at $.pageProps.filters.platform.
+        const string listJson =
+            "{\"pageProps\":{\"canonicalUrl\":\"https://civarchive.com/top-models\",\"data\":{\"results\":[],\"hits\":0,\"totalHits\":0},"
+            + "\"filters\":{\"q\":\"\",\"type\":\"all\",\"base_model\":\"all\",\"platform\":[\"civitai\"],"
+            + "\"sort\":\"top\",\"rating\":\"safe\",\"platform_status\":\"all\",\"kind\":\"all\","
+            + "\"tags\":\"\",\"username\":\"\",\"period\":\"all\",\"page\":1},"
+            + "\"filterOptions\":{\"baseModels\":[],\"modelTypes\":[]}}}";
+
+        var responses = new Queue<HttpResponseMessage>(
+            [
+                CreateJsonResponse("""<html><script>{"buildId":"test-build"}</script></html>""", "text/html"),
+                CreateJsonResponse(listJson),
+            ]
+        );
+
+        var client = CreateClient(new RecordingHandler((_, _) => responses.Dequeue()));
+        var response = await client.SearchAsync(
+            new CivArchiveSearchFilters { Platform = CivArchivePlatformOption.Civitai }
+        );
+
+        Assert.AreEqual(CivArchivePlatformOption.Civitai, response.EffectiveFilters.Platform);
+    }
+
     [TestMethod]
     public async Task GetModelDetailsAsync_ParsesFilesMirrorsAndSha256()
     {
diff --git a/StabilityMatrix.UITests/Fakes/TestCivArchiveApiClient.cs b/StabilityMatrix.UITests/Fakes/TestCivArchiveApiClient.cs
index b7600b1a3..dff71bffd 100644
--- a/StabilityMatrix.UITests/Fakes/TestCivArchiveApiClient.cs
+++ b/StabilityMatrix.UITests/Fakes/TestCivArchiveApiClient.cs
@@ -96,6 +96,17 @@ public Task<CivArchiveSearchResponse> SearchAsync(
         );
     }
 
+    public Task<CivArchiveFilterOptions> GetFilterOptionsAsync(CancellationToken cancellationToken = default)
+    {
+        return Task.FromResult(
+            new CivArchiveFilterOptions
+            {
+                BaseModels = ["Illustrious", "Pony"],
+                ModelTypes = ["LORA", "Checkpoint"],
+            }
+        );
+    }
+
     public Task<CivArchiveModelDetailsResponse> GetModelDetailsAsync(
         string relativeUrl,
         CancellationToken cancellationToken = default

From 9ee0a7e5fcf3b46daa21dc122de41e4bbaf844da Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 6 May 2026 16:00:41 -0700
Subject: [PATCH 179/218] Address review feedback and fix CI test failures
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- Switch debounce from DispatcherTimer to CancellationTokenSource +
  Task.Delay so it works in headless unit tests (where there's no
  Avalonia UI dispatcher) and removes the orphan `_ = SearchModels()`
  fire-and-forget — the debounced helper now awaits SearchModels directly
- Expose SearchDebounceInterval as a public property so tests can collapse
  it to TimeSpan.Zero instead of waiting hundreds of ms per assertion
- Update the two ViewModel tests broken by debounce: set the interval to
  zero, and add a brief await in the queued-while-loading test so the
  debounced fire-and-forget Task.Delay(0) propagates before SetResult
- Track array depth in CivArchiveSingleStringConverter so a hypothetical
  nested array doesn't strand the JSON reader mid-structure (return on
  the matching EndArray, not past it — STJ verifies cursor position)
- Serialize concurrent first-load callers of GetFilterOptionsAsync via a
  SemaphoreSlim so a cold cache + concurrent invocations don't fire
  redundant fetches (matches the existing buildId pattern)

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../CivArchiveBrowserViewModel.cs             | 64 ++++++++++------
 .../Api/CivArchiveApiClient.cs                | 75 +++++++++++++------
 .../CivArchiveBrowserViewModelTests.cs        | 10 +++
 3 files changed, 105 insertions(+), 44 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs
index 8ddf439c8..f39219a87 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivArchiveBrowserViewModel.cs
@@ -36,7 +36,14 @@ IModelIndexService modelIndexService
     private bool filterOptionsLoaded;
     private bool searchQueued;
     private int currentPage = 1;
-    private DispatcherTimer? searchDebounceTimer;
+    private CancellationTokenSource? searchDebounceCts;
+
+    /// <summary>
+    /// How long to wait after the most recent filter change before firing the search.
+    /// Kept settable (not a const) so unit tests can collapse it to <see cref="TimeSpan.Zero"/>
+    /// instead of waiting hundreds of ms per assertion.
+    /// </summary>
+    public TimeSpan SearchDebounceInterval { get; set; } = TimeSpan.FromMilliseconds(300);
 
     /// <summary>
     /// All search results we've fetched so far across pages, regardless of client-side filters.
@@ -272,16 +279,13 @@ protected override async Task OnInitialLoadedAsync()
         EventManager.Instance.ModelIndexChanged += indexHandler;
         AddDisposable(Disposable.Create(() => EventManager.Instance.ModelIndexChanged -= indexHandler));
 
-        // Debounce filter-driven searches so rapid toggles (e.g. picking a dozen base
-        // models in a row) collapse into a single API call instead of N — CivArchive
-        // 429s aggressively otherwise.
-        searchDebounceTimer = new DispatcherTimer { Interval = TimeSpan.FromMilliseconds(300) };
-        searchDebounceTimer.Tick += OnSearchDebounceElapsed;
+        // Cancel any pending debounced search when the VM is disposed.
         AddDisposable(
             Disposable.Create(() =>
             {
-                searchDebounceTimer.Stop();
-                searchDebounceTimer.Tick -= OnSearchDebounceElapsed;
+                searchDebounceCts?.Cancel();
+                searchDebounceCts?.Dispose();
+                searchDebounceCts = null;
             })
         );
 
@@ -350,16 +354,10 @@ private void RebuildVisibleResults()
         OnPropertyChanged(nameof(IsEndOfResults));
     }
 
-    private void OnSearchDebounceElapsed(object? sender, EventArgs e)
-    {
-        searchDebounceTimer?.Stop();
-        _ = SearchModels();
-    }
-
     /// <summary>
-    /// Restart the debounce timer. The actual search runs once the user pauses for the
-    /// timer's interval — multiple rapid filter changes within that window collapse into
-    /// a single fetch.
+    /// Cancel any pending debounced search and start a new wait window. The actual
+    /// search runs once the user pauses for <see cref="SearchDebounceInterval"/> —
+    /// multiple rapid filter changes within that window collapse into a single fetch.
     /// </summary>
     private void RequestDebouncedSearch()
     {
@@ -375,16 +373,40 @@ private void RequestDebouncedSearch()
             return;
         }
 
-        searchDebounceTimer?.Stop();
-        searchDebounceTimer?.Start();
+        searchDebounceCts?.Cancel();
+        searchDebounceCts?.Dispose();
+
+        var cts = new CancellationTokenSource();
+        searchDebounceCts = cts;
+
+        _ = RunDebouncedSearchAsync(cts.Token);
+    }
+
+    private async Task RunDebouncedSearchAsync(CancellationToken token)
+    {
+        try
+        {
+            await Task.Delay(SearchDebounceInterval, token);
+        }
+        catch (TaskCanceledException)
+        {
+            return;
+        }
+
+        if (token.IsCancellationRequested)
+        {
+            return;
+        }
+
+        await SearchModels();
     }
 
     [RelayCommand]
     private async Task SearchModels(bool isInfiniteScroll = false)
     {
         // Cancel any pending debounced search so an explicit invocation (search button,
-        // ResetFilters, etc.) doesn't get shadowed by a redundant fire 300ms later.
-        searchDebounceTimer?.Stop();
+        // ResetFilters, etc.) doesn't get shadowed by a redundant fire moments later.
+        searchDebounceCts?.Cancel();
 
         if (IsLoading)
         {
diff --git a/StabilityMatrix.Core/Api/CivArchiveApiClient.cs b/StabilityMatrix.Core/Api/CivArchiveApiClient.cs
index f9af8b384..3185b1b53 100644
--- a/StabilityMatrix.Core/Api/CivArchiveApiClient.cs
+++ b/StabilityMatrix.Core/Api/CivArchiveApiClient.cs
@@ -29,6 +29,7 @@ IHttpClientFactory httpClientFactory
 
     private readonly HttpClient httpClient = CreateHttpClient(httpClientFactory);
     private readonly SemaphoreSlim buildIdLock = new(1, 1);
+    private readonly SemaphoreSlim filterOptionsLock = new(1, 1);
     private string? cachedBuildId;
 
     private readonly LRUCache<string, CacheEntry<CivArchiveSearchResponse>> searchCache = new(64);
@@ -118,25 +119,41 @@ public async Task<CivArchiveFilterOptions> GetFilterOptionsAsync(
             return cached.Value;
         }
 
-        // Parameterless URL is intentional — CivArchive returns empty filter-option arrays
-        // the moment any query param is present, even if every value is the default.
-        var response = await GetNextDataAsync<CivArchiveListPageResponse>(
-            "/top-models.json",
-            cancellationToken
-        );
+        // Singleton API client → multiple concurrent first-load callers could otherwise
+        // fire redundant fetches before the cache is populated. Serialize them so only
+        // one request goes out per cold cache.
+        await filterOptionsLock.WaitAsync(cancellationToken);
+        try
+        {
+            if (cachedFilterOptions is { } cachedRetry && cachedRetry.IsFresh(FilterOptionsCacheTtl))
+            {
+                return cachedRetry.Value;
+            }
 
-        var pageProps =
-            response.PageProps
-            ?? throw new InvalidOperationException("CivArchive list page was missing pageProps");
+            // Parameterless URL is intentional — CivArchive returns empty filter-option arrays
+            // the moment any query param is present, even if every value is the default.
+            var response = await GetNextDataAsync<CivArchiveListPageResponse>(
+                "/top-models.json",
+                cancellationToken
+            );
 
-        var result = new CivArchiveFilterOptions
-        {
-            BaseModels = pageProps.FilterOptions?.BaseModels ?? [],
-            ModelTypes = pageProps.FilterOptions?.ModelTypes ?? [],
-        };
+            var pageProps =
+                response.PageProps
+                ?? throw new InvalidOperationException("CivArchive list page was missing pageProps");
 
-        cachedFilterOptions = new CacheEntry<CivArchiveFilterOptions>(DateTimeOffset.UtcNow, result);
-        return result;
+            var result = new CivArchiveFilterOptions
+            {
+                BaseModels = pageProps.FilterOptions?.BaseModels ?? [],
+                ModelTypes = pageProps.FilterOptions?.ModelTypes ?? [],
+            };
+
+            cachedFilterOptions = new CacheEntry<CivArchiveFilterOptions>(DateTimeOffset.UtcNow, result);
+            return result;
+        }
+        finally
+        {
+            filterOptionsLock.Release();
+        }
     }
 
     public async Task<CivArchiveModelDetailsResponse> GetModelDetailsAsync(
@@ -654,17 +671,29 @@ JsonSerializerOptions options
 
             if (reader.TokenType == JsonTokenType.StartArray)
             {
+                // Track depth so a hypothetical nested array (e.g. [["a"]]) doesn't leave
+                // the reader stranded mid-structure for the next property to deserialize.
+                // Must return *on* the matching EndArray token (not past it) — STJ strictly
+                // verifies the converter's final cursor position.
                 string? first = null;
+                var depth = 1;
                 while (reader.Read())
                 {
-                    if (reader.TokenType == JsonTokenType.EndArray)
-                    {
-                        return first;
-                    }
-
-                    if (reader.TokenType == JsonTokenType.String && first is null)
+                    switch (reader.TokenType)
                     {
-                        first = reader.GetString();
+                        case JsonTokenType.StartArray:
+                            depth++;
+                            break;
+                        case JsonTokenType.EndArray:
+                            depth--;
+                            if (depth == 0)
+                            {
+                                return first;
+                            }
+                            break;
+                        case JsonTokenType.String when first is null:
+                            first = reader.GetString();
+                            break;
                     }
                 }
 
diff --git a/StabilityMatrix.Tests/Avalonia/CivArchiveBrowserViewModelTests.cs b/StabilityMatrix.Tests/Avalonia/CivArchiveBrowserViewModelTests.cs
index aff9bf68b..2206be695 100644
--- a/StabilityMatrix.Tests/Avalonia/CivArchiveBrowserViewModelTests.cs
+++ b/StabilityMatrix.Tests/Avalonia/CivArchiveBrowserViewModelTests.cs
@@ -45,6 +45,9 @@ public async Task ChangingFilters_TriggersNewQueryAndResetsPaging()
             });
 
         var vm = CreateViewModel(apiClient, out _, out _);
+        // Collapse the debounce so the sort-change re-fetch happens within the test
+        // window instead of after the production-default 300ms idle delay.
+        vm.SearchDebounceInterval = TimeSpan.Zero;
         vm.OnLoaded();
 
         await vm.SearchModelsCommand.ExecuteAsync(false);
@@ -147,6 +150,7 @@ public async Task ChangingFilterWhileLoading_QueuesRefreshWithLatestFilter()
             });
 
         var vm = CreateViewModel(apiClient, out _, out _);
+        vm.SearchDebounceInterval = TimeSpan.Zero;
         vm.OnLoaded();
 
         await vm.SearchModelsCommand.ExecuteAsync(false);
@@ -154,6 +158,12 @@ public async Task ChangingFilterWhileLoading_QueuesRefreshWithLatestFilter()
         var loadingSearch = vm.SearchModelsCommand.ExecuteAsync(false);
         vm.SelectedSort = vm.AllSorts.First(x => x.Value == CivArchiveSortOption.Newest);
 
+        // Let the debounced fire-and-forget task spin up: it'll await Task.Delay(0),
+        // call SearchModels, see IsLoading=true, and set searchQueued. After the
+        // delayed in-flight call completes, the queued mechanism re-fires with the
+        // newest sort.
+        await Task.Delay(50);
+
         delayedResponse.SetResult(CreateSearchResponse(1));
         await loadingSearch;
 

From 54a8d5faab8962ac54eda1dc8109f794319cfbed Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sat, 16 May 2026 23:43:08 -0700
Subject: [PATCH 180/218] Polish Inference UX, improve tag completion, and
 bundle package fixes

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 CHANGELOG.md                                  |  15 ++
 .../Controls/Inference/ModelCard.axaml        |  33 +--
 .../Controls/Inference/SamplerCard.axaml      | 209 +++++++++++-------
 .../Inference/SelectImageCard.axaml.cs        |   5 +-
 .../Converters/BoolToInt32Converter.cs        |  14 ++
 .../TagCompletion/CompletionProvider.cs       |  18 +-
 .../Models/TagCompletion/TagCompletionData.cs |  22 +-
 .../Services/TabContext.cs                    |  26 +++
 .../CivitAiBrowserViewModel.cs                |  15 +-
 .../ConfirmPackageDeleteDialogViewModel.cs    |   7 +-
 .../InferenceImageToImageViewModel.cs         |   1 +
 .../Inference/ModelCardViewModel.cs           |   3 +-
 .../Inference/SamplerCardViewModel.cs         |  24 ++
 .../Inference/SelectImageCardViewModel.cs     |  48 +++-
 .../Views/CivitAiBrowserPage.axaml            |  24 +-
 .../Dialogs/ConfirmPackageDeleteDialog.axaml  |   2 +-
 .../Models/Packages/Cogstudio.cs              |   6 +-
 .../Models/Packages/FluxGym.cs                |   4 +-
 .../Models/Packages/ForgeNeo.cs               |  19 ++
 19 files changed, 362 insertions(+), 133 deletions(-)
 create mode 100644 StabilityMatrix.Avalonia/Converters/BoolToInt32Converter.cs

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7fee2a0ae..41e1be61d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,21 @@ All notable changes to Stability Matrix will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2.0.0.html).
 
+## v2.16.0-pre.2
+### Added
+- Added a **Source** button in the Inference SamplerCard that one-click matches your generation Width/Height to the loaded source image — available in Image-to-Image whenever a source image is selected
+- Added popularity counts to booru-style tag completions in the prompt editor; descriptions now show entries like `12.3K · artist` so the more common tags are easier to spot at a glance
+- Added a settings gear button to the CivitAI browser's Base Models filter flyout that jumps straight to the base model filter configuration in Settings
+- Added a **Bitsandbytes NF4** launch option to Stable Diffusion WebUI Forge - Neo for low-bit (`--bnb`) inference
+### Changed
+- Tidied up the Inference SamplerCard dimensions section — Source/Presets actions are shown as labeled buttons below the dimension row
+- Promoted the Encoder Type selector in the Inference Model card out of Advanced Options up to the main card body, so it's visible whenever a non-Auto workflow profile is active (and always when **Custom** is selected)
+- Local model autocomplete in the prompt editor now uses substring matching instead of prefix-only — typing any part of a model's filename surfaces it, with names that start with your search still ranked first
+- Simplified the package deletion confirmation: instead of retyping the full package display name, you now type `delete` (or `uninstall`) to confirm
+### Fixed
+- Fixed [#1585](https://github.com/LykosAI/StabilityMatrix/issues/1585) - FluxGym installs/updates pulling an incompatible `transformers` version — installs now pin `transformers==4.54.1` and exclude it from the default requirements pass
+- Fixed [#1641](https://github.com/LykosAI/StabilityMatrix/issues/1641) - Cogstudio failing to set up its `inference/gradio_composite_demo` directory when the parent path didn't already exist
+
 ## v2.16.0-pre.1
 ### Added
 - Added CivArchive model browser with details page, image viewer, version selector, trigger words, and in-app downloads with tracked progress
diff --git a/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml b/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
index 0bdd85fdd..bb3ba422c 100644
--- a/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
+++ b/StabilityMatrix.Avalonia/Controls/Inference/ModelCard.axaml
@@ -182,6 +182,24 @@
                             IsVisible="{Binding ShowWorkflowProfileStatus}"
                             Text="{Binding WorkflowProfileStatusText}" />
 
+                        <!--  Encoder Type (shown for non-Auto workflows on UNet, and any time Custom is selected)  -->
+                        <Grid
+                            Margin="0,8,0,0"
+                            ColumnDefinitions="70,*"
+                            IsVisible="{Binding ShowEncoderTypeSelection}">
+                            <TextBlock
+                                Grid.Column="0"
+                                VerticalAlignment="Center"
+                                Text="Encoder"
+                                TextAlignment="Left" />
+                            <ui:FAComboBox
+                                Grid.Column="1"
+                                HorizontalAlignment="Stretch"
+                                IsTextSearchEnabled="True"
+                                ItemsSource="{Binding ClipTypes}"
+                                SelectedItem="{Binding SelectedClipType}" />
+                        </Grid>
+
                         <!--  Advanced Options Expander (Precision, VAE, CLIP Skip)  -->
                         <Expander
                             Margin="0,8,0,0"
@@ -283,21 +301,6 @@
                                 </Grid>
                             </Expander.Header>
                             <StackPanel Margin="0,4,0,0" Spacing="8">
-                                <!--  Encoder Type  -->
-                                <Grid ColumnDefinitions="90,*" IsVisible="{Binding ShowEncoderTypeSelection}">
-                                    <TextBlock
-                                        Grid.Column="0"
-                                        VerticalAlignment="Center"
-                                        Text="Encoder Type"
-                                        TextAlignment="Left" />
-                                    <ui:FAComboBox
-                                        Grid.Column="1"
-                                        HorizontalAlignment="Stretch"
-                                        IsTextSearchEnabled="True"
-                                        ItemsSource="{Binding ClipTypes}"
-                                        SelectedItem="{Binding SelectedClipType}" />
-                                </Grid>
-
                                 <!--  Dynamic Text Encoders  -->
                                 <ItemsControl ItemsSource="{Binding TextEncoders}">
                                     <ItemsControl.ItemTemplate>
diff --git a/StabilityMatrix.Avalonia/Controls/Inference/SamplerCard.axaml b/StabilityMatrix.Avalonia/Controls/Inference/SamplerCard.axaml
index abb8de764..b48358f92 100644
--- a/StabilityMatrix.Avalonia/Controls/Inference/SamplerCard.axaml
+++ b/StabilityMatrix.Avalonia/Controls/Inference/SamplerCard.axaml
@@ -3,6 +3,7 @@
     xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
     xmlns:avalonia="https://github.com/projektanker/icons.avalonia"
     xmlns:controls="using:StabilityMatrix.Avalonia.Controls"
+    xmlns:converters="clr-namespace:StabilityMatrix.Avalonia.Converters"
     xmlns:generic="clr-namespace:System.Collections.Generic;assembly=System.Runtime"
     xmlns:generic1="clr-namespace:System.Collections.Generic;assembly=System.Collections"
     xmlns:input="clr-namespace:FluentAvalonia.UI.Input;assembly=FluentAvalonia"
@@ -198,7 +199,7 @@
                             <!--  Dimensions (Absolute)  -->
                             <Grid
                                 Margin="0,8,0,0"
-                                ColumnDefinitions="*,Auto,*,Auto"
+                                ColumnDefinitions="*,Auto,*"
                                 IsVisible="{Binding IsDimensionsEnabled}"
                                 RowDefinitions="Auto,*,Auto">
                                 <TextBlock
@@ -209,6 +210,7 @@
                                 <ui:NumberBox
                                     Grid.Row="1"
                                     Grid.Column="0"
+                                    Height="32"
                                     Margin="0,0,4,0"
                                     HorizontalAlignment="Stretch"
                                     PlaceholderText="128"
@@ -224,6 +226,7 @@
                                 <ui:NumberBox
                                     Grid.Row="1"
                                     Grid.Column="2"
+                                    Height="32"
                                     Margin="4,0,0,0"
                                     HorizontalAlignment="Stretch"
                                     PlaceholderText="128"
@@ -234,101 +237,135 @@
                                 <Button
                                     Grid.Row="1"
                                     Grid.Column="1"
-                                    Padding="4"
-                                    VerticalAlignment="Stretch"
+                                    Width="32"
+                                    Height="32"
+                                    MinWidth="0"
+                                    Margin="4,0"
+                                    Padding="0"
+                                    VerticalAlignment="Center"
                                     VerticalContentAlignment="Center"
                                     Command="{Binding SwapDimensionsCommand}"
                                     ToolTip.Tip="Swap Image Dimensions">
                                     <ui:SymbolIcon
                                         HorizontalAlignment="Center"
                                         VerticalAlignment="Center"
-                                        FontSize="18"
+                                        FontSize="16"
                                         Symbol="RepeatAll" />
                                 </Button>
 
-                                <Button
-                                    Grid.Row="1"
-                                    Grid.Column="3"
-                                    Margin="4,0,0,0"
-                                    Padding="4"
-                                    HorizontalAlignment="Stretch"
-                                    VerticalAlignment="Stretch"
-                                    VerticalContentAlignment="Center"
-                                    ToolTip.Tip="Select from Favorite Dimensions">
-                                    <avalonia:Icon
-                                        Margin="2,0"
-                                        FontSize="18"
-                                        Value="fa-solid fa-table-cells-large" />
-                                    <Button.Flyout>
-                                        <controls:BetterFlyout Placement="Bottom">
-                                            <Grid RowDefinitions="*,Auto">
-                                                <Button
-                                                    Grid.Row="1"
-                                                    Margin="0,16,0,0"
-                                                    Padding="4"
-                                                    HorizontalAlignment="Stretch"
-                                                    VerticalAlignment="Stretch"
-                                                    VerticalContentAlignment="Center"
-                                                    Command="{Binding SaveDimensionsToFavoritesCommand}"
-                                                    ToolTip.Tip="Save Dimensions to Favorites">
-                                                    <StackPanel Orientation="Horizontal">
-                                                        <avalonia:Icon
-                                                            Margin="2,0"
-                                                            FontSize="18"
-                                                            Value="fa-solid fa-floppy-disk" />
-                                                        <TextBlock
-                                                            Margin="4,0,0,0"
-                                                            HorizontalAlignment="Center"
-                                                            FontSize="14"
-                                                            Text="Save Current Dimensions"
-                                                            TextAlignment="Center" />
-                                                    </StackPanel>
-                                                </Button>
-                                                <ItemsRepeater
-                                                    Grid.Row="0"
-                                                    MaxWidth="300"
-                                                    ItemsSource="{Binding GroupedResolutionsByAspectRatio}">
-                                                    <ItemsRepeater.Layout>
-                                                        <StackLayout Orientation="Vertical" />
-                                                    </ItemsRepeater.Layout>
-                                                    <ItemsRepeater.ItemTemplate>
-                                                        <DataTemplate>
-                                                            <DataTemplate.DataType>
-                                                                <x:Type x:TypeArguments="x:String, generic1:List(system:String)" TypeName="generic:KeyValuePair" />
-                                                            </DataTemplate.DataType>
-                                                            <Grid MaxWidth="300" RowDefinitions="Auto,*">
-                                                                <TextBlock
-                                                                    Margin="0,8,0,4"
-                                                                    FontSize="16"
-                                                                    FontWeight="Light"
-                                                                    Text="{Binding Key}" />
-                                                                <ItemsRepeater Grid.Row="1" ItemsSource="{Binding Value}">
-                                                                    <ItemsRepeater.Layout>
-                                                                        <WrapLayout
-                                                                            HorizontalSpacing="8"
-                                                                            Orientation="Horizontal"
-                                                                            VerticalSpacing="8" />
-                                                                    </ItemsRepeater.Layout>
-                                                                    <ItemsRepeater.ItemTemplate>
-                                                                        <DataTemplate DataType="{x:Type system:String}">
-                                                                            <Button
-                                                                                HorizontalAlignment="Stretch"
-                                                                                Classes="transparent"
-                                                                                Command="{StaticResource SetResolutionCommand}"
-                                                                                CommandParameter="{Binding}"
-                                                                                Content="{Binding}" />
-                                                                        </DataTemplate>
-                                                                    </ItemsRepeater.ItemTemplate>
-                                                                </ItemsRepeater>
-                                                            </Grid>
-                                                        </DataTemplate>
-                                                    </ItemsRepeater.ItemTemplate>
-                                                </ItemsRepeater>
-                                            </Grid>
+                                <Grid
+                                    Grid.Row="2"
+                                    Grid.ColumnSpan="3"
+                                    Margin="0,8,0,0"
+                                    ColumnDefinitions="*,*"
+                                    ColumnSpacing="8">
 
-                                        </controls:BetterFlyout>
-                                    </Button.Flyout>
-                                </Button>
+                                    <Button
+                                        Grid.Column="0"
+                                        Height="36"
+                                        MinWidth="0"
+                                        Padding="10,4"
+                                        HorizontalAlignment="Stretch"
+                                        HorizontalContentAlignment="Center"
+                                        Command="{Binding ApplySourceImageDimensionsCommand}"
+                                        IsVisible="{Binding HasSourceImageDimensions}"
+                                        ToolTip.Tip="Match Source Image Dimensions">
+                                        <StackPanel Orientation="Horizontal" Spacing="6">
+                                            <ui:SymbolIcon
+                                                HorizontalAlignment="Center"
+                                                VerticalAlignment="Center"
+                                                FontSize="16"
+                                                Symbol="Image" />
+                                            <TextBlock VerticalAlignment="Center" Text="Source" />
+                                        </StackPanel>
+                                    </Button>
+
+                                    <Button
+                                        Grid.Column="{Binding HasSourceImageDimensions, Converter={x:Static converters:BoolToInt32Converter.OneIfTrueElseZero}}"
+                                        Grid.ColumnSpan="{Binding HasSourceImageDimensions, Converter={x:Static converters:BoolToInt32Converter.OneIfTrueElseTwo}}"
+                                        Height="36"
+                                        MinWidth="0"
+                                        Padding="10,4"
+                                        HorizontalAlignment="Stretch"
+                                        HorizontalContentAlignment="Center"
+                                        ToolTip.Tip="Select from Favorite Dimensions">
+                                        <StackPanel Orientation="Horizontal" Spacing="6">
+                                            <avalonia:Icon
+                                                Margin="2,0"
+                                                FontSize="16"
+                                                Value="fa-solid fa-table-cells-large" />
+                                            <TextBlock VerticalAlignment="Center" Text="Presets" />
+                                        </StackPanel>
+                                        <Button.Flyout>
+                                            <controls:BetterFlyout Placement="Bottom">
+                                                <Grid RowDefinitions="*,Auto">
+                                                    <Button
+                                                        Grid.Row="1"
+                                                        Margin="0,16,0,0"
+                                                        Padding="4"
+                                                        HorizontalAlignment="Stretch"
+                                                        VerticalAlignment="Stretch"
+                                                        VerticalContentAlignment="Center"
+                                                        Command="{Binding SaveDimensionsToFavoritesCommand}"
+                                                        ToolTip.Tip="Save Dimensions to Favorites">
+                                                        <StackPanel Orientation="Horizontal">
+                                                            <avalonia:Icon
+                                                                Margin="2,0"
+                                                                FontSize="18"
+                                                                Value="fa-solid fa-floppy-disk" />
+                                                            <TextBlock
+                                                                Margin="4,0,0,0"
+                                                                HorizontalAlignment="Center"
+                                                                FontSize="14"
+                                                                Text="Save Current Dimensions"
+                                                                TextAlignment="Center" />
+                                                        </StackPanel>
+                                                    </Button>
+                                                    <ItemsRepeater
+                                                        Grid.Row="0"
+                                                        MaxWidth="300"
+                                                        ItemsSource="{Binding GroupedResolutionsByAspectRatio}">
+                                                        <ItemsRepeater.Layout>
+                                                            <StackLayout Orientation="Vertical" />
+                                                        </ItemsRepeater.Layout>
+                                                        <ItemsRepeater.ItemTemplate>
+                                                            <DataTemplate>
+                                                                <DataTemplate.DataType>
+                                                                    <x:Type x:TypeArguments="x:String, generic1:List(system:String)" TypeName="generic:KeyValuePair" />
+                                                                </DataTemplate.DataType>
+                                                                <Grid MaxWidth="300" RowDefinitions="Auto,*">
+                                                                    <TextBlock
+                                                                        Margin="0,8,0,4"
+                                                                        FontSize="16"
+                                                                        FontWeight="Light"
+                                                                        Text="{Binding Key}" />
+                                                                    <ItemsRepeater Grid.Row="1" ItemsSource="{Binding Value}">
+                                                                        <ItemsRepeater.Layout>
+                                                                            <WrapLayout
+                                                                                HorizontalSpacing="8"
+                                                                                Orientation="Horizontal"
+                                                                                VerticalSpacing="8" />
+                                                                        </ItemsRepeater.Layout>
+                                                                        <ItemsRepeater.ItemTemplate>
+                                                                            <DataTemplate DataType="{x:Type system:String}">
+                                                                                <Button
+                                                                                    HorizontalAlignment="Stretch"
+                                                                                    Classes="transparent"
+                                                                                    Command="{StaticResource SetResolutionCommand}"
+                                                                                    CommandParameter="{Binding}"
+                                                                                    Content="{Binding}" />
+                                                                            </DataTemplate>
+                                                                        </ItemsRepeater.ItemTemplate>
+                                                                    </ItemsRepeater>
+                                                                </Grid>
+                                                            </DataTemplate>
+                                                        </ItemsRepeater.ItemTemplate>
+                                                    </ItemsRepeater>
+                                                </Grid>
+                                            </controls:BetterFlyout>
+                                        </Button.Flyout>
+                                    </Button>
+                                </Grid>
                             </Grid>
 
                             <!--  Conditioning Modules  -->
diff --git a/StabilityMatrix.Avalonia/Controls/Inference/SelectImageCard.axaml.cs b/StabilityMatrix.Avalonia/Controls/Inference/SelectImageCard.axaml.cs
index 71b8bd7bf..a0725f9cf 100644
--- a/StabilityMatrix.Avalonia/Controls/Inference/SelectImageCard.axaml.cs
+++ b/StabilityMatrix.Avalonia/Controls/Inference/SelectImageCard.axaml.cs
@@ -50,7 +50,10 @@ protected override void OnApplyTemplate(TemplateAppliedEventArgs e)
                     }
                 }
 
-                vm.CurrentBitmapSize = System.Drawing.Size.Empty;
+                if (vm.ImageSource is null)
+                {
+                    vm.CurrentBitmapSize = System.Drawing.Size.Empty;
+                }
             });
     }
 }
diff --git a/StabilityMatrix.Avalonia/Converters/BoolToInt32Converter.cs b/StabilityMatrix.Avalonia/Converters/BoolToInt32Converter.cs
new file mode 100644
index 000000000..b2c065fb7
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Converters/BoolToInt32Converter.cs
@@ -0,0 +1,14 @@
+using Avalonia.Data.Converters;
+
+namespace StabilityMatrix.Avalonia.Converters;
+
+public static class BoolToInt32Converter
+{
+    public static readonly IValueConverter OneIfTrueElseZero = new FuncValueConverter<bool, int>(b =>
+        b ? 1 : 0
+    );
+
+    public static readonly IValueConverter OneIfTrueElseTwo = new FuncValueConverter<bool, int>(b =>
+        b ? 1 : 2
+    );
+}
diff --git a/StabilityMatrix.Avalonia/Models/TagCompletion/CompletionProvider.cs b/StabilityMatrix.Avalonia/Models/TagCompletion/CompletionProvider.cs
index 72ae41cec..3dd35d3fb 100644
--- a/StabilityMatrix.Avalonia/Models/TagCompletion/CompletionProvider.cs
+++ b/StabilityMatrix.Avalonia/Models/TagCompletion/CompletionProvider.cs
@@ -344,8 +344,14 @@ int itemsCount
 
         var models = modelIndexService.FindByModelType(folderTypes);
 
+        // Substring match, but prefix matches still rank first so typing the start of a name
+        // behaves the same as before.
         var matches = models
-            .Where(model => model.FileName.StartsWith(searchTerm, StringComparison.OrdinalIgnoreCase))
+            .Where(model => model.FileName.Contains(searchTerm, StringComparison.OrdinalIgnoreCase))
+            .OrderByDescending(model =>
+                model.FileName.StartsWith(searchTerm, StringComparison.OrdinalIgnoreCase)
+            )
+            .ThenBy(model => model.FileName, StringComparer.OrdinalIgnoreCase)
             .Select(model => ModelCompletionData.FromLocalModel(model, networkType))
             .Take(itemsCount);
 
@@ -358,12 +364,12 @@ private IEnumerable<ICompletionData> GetCompletionNetworkTypes(string searchTerm
         {
             (PromptExtraNetworkType.Lora, "lora"),
             (PromptExtraNetworkType.LyCORIS, "lyco"),
-            (PromptExtraNetworkType.Embedding, "embedding")
+            (PromptExtraNetworkType.Embedding, "embedding"),
         };
 
         return availableTypes
-            .Where(
-                type => type.Item1.GetStringValue().StartsWith(searchTerm, StringComparison.OrdinalIgnoreCase)
+            .Where(type =>
+                type.Item1.GetStringValue().StartsWith(searchTerm, StringComparison.OrdinalIgnoreCase)
             )
             .Select(type => new ModelTypeCompletionData(type.Item2, type.Item1));
     }
@@ -381,7 +387,7 @@ private IEnumerable<ICompletionData> GetCompletionTags(string searchTerm, int it
         {
             Term = searchTerm,
             MaxItemCount = itemsCount,
-            SuggestWhenFoundStartsWith = suggest
+            SuggestWhenFoundStartsWith = suggest,
         };
 
         var result = searcher.Search(searchOptions);
@@ -409,7 +415,7 @@ private IEnumerable<ICompletionData> GetCompletionTags(string searchTerm, int it
             if (entries.TryGetValue(item, out var entry))
             {
                 var entryType = TagTypeExtensions.FromE621(entry.Type.GetValueOrDefault(-1));
-                completions.Add(new TagCompletionData(entry.Name!, entryType));
+                completions.Add(new TagCompletionData(entry.Name!, entryType, entry.Count));
             }
         }
 
diff --git a/StabilityMatrix.Avalonia/Models/TagCompletion/TagCompletionData.cs b/StabilityMatrix.Avalonia/Models/TagCompletion/TagCompletionData.cs
index 1c19c91ef..5641677ff 100644
--- a/StabilityMatrix.Avalonia/Models/TagCompletion/TagCompletionData.cs
+++ b/StabilityMatrix.Avalonia/Models/TagCompletion/TagCompletionData.cs
@@ -1,4 +1,5 @@
-using StabilityMatrix.Avalonia.Controls.CodeCompletion;
+using System.Globalization;
+using StabilityMatrix.Avalonia.Controls.CodeCompletion;
 using StabilityMatrix.Core.Extensions;
 
 namespace StabilityMatrix.Avalonia.Models.TagCompletion;
@@ -6,12 +7,25 @@ namespace StabilityMatrix.Avalonia.Models.TagCompletion;
 public class TagCompletionData : CompletionData
 {
     protected TagType TagType { get; }
-    
+
     /// <inheritdoc />
-    public TagCompletionData(string text, TagType tagType) : base(text)
+    public TagCompletionData(string text, TagType tagType, int? count = null)
+        : base(text)
     {
         TagType = tagType;
         Icon = CompletionIcons.GetIconForTagType(tagType) ?? CompletionIcons.Invalid;
-        Description = tagType.GetStringValue();
+
+        var typeText = tagType.GetStringValue();
+        Description = count is > 0 ? $"{FormatCount(count.Value)} · {typeText}" : typeText;
     }
+
+    private static string FormatCount(int count) =>
+        count switch
+        {
+            >= 10_000_000 => $"{count / 1_000_000}M",
+            >= 1_000_000 => (count / 1_000_000.0).ToString("F1", CultureInfo.InvariantCulture) + "M",
+            >= 10_000 => $"{count / 1_000}K",
+            >= 1_000 => (count / 1_000.0).ToString("F1", CultureInfo.InvariantCulture) + "K",
+            _ => count.ToString(CultureInfo.InvariantCulture),
+        };
 }
diff --git a/StabilityMatrix.Avalonia/Services/TabContext.cs b/StabilityMatrix.Avalonia/Services/TabContext.cs
index 62b0ebe5d..1e4780c4a 100644
--- a/StabilityMatrix.Avalonia/Services/TabContext.cs
+++ b/StabilityMatrix.Avalonia/Services/TabContext.cs
@@ -27,6 +27,22 @@ public partial class TabContext : ObservableObject
     [ObservableProperty]
     private int _samplerHeight = 1024;
 
+    /// <summary>
+    /// Width of the primary source image for the current inference tab.
+    /// </summary>
+    [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(HasSourceImageDimensions))]
+    private int _sourceImageWidth;
+
+    /// <summary>
+    /// Height of the primary source image for the current inference tab.
+    /// </summary>
+    [ObservableProperty]
+    [NotifyPropertyChangedFor(nameof(HasSourceImageDimensions))]
+    private int _sourceImageHeight;
+
+    public bool HasSourceImageDimensions => SourceImageWidth > 0 && SourceImageHeight > 0;
+
     public event EventHandler<TabStateChangedEventArgs>? StateChanged;
 
     partial void OnSelectedModelChanged(HybridModelFile? value)
@@ -44,6 +60,16 @@ partial void OnSamplerHeightChanged(int value)
         OnStateChanged(nameof(SamplerHeight));
     }
 
+    partial void OnSourceImageWidthChanged(int value)
+    {
+        OnStateChanged(nameof(SourceImageWidth));
+    }
+
+    partial void OnSourceImageHeightChanged(int value)
+    {
+        OnStateChanged(nameof(SourceImageHeight));
+    }
+
     protected virtual void OnStateChanged(string propertyName)
     {
         StateChanged?.Invoke(this, new TabStateChangedEventArgs(propertyName));
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs
index bdcd4bcf8..e43067aa0 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs
@@ -11,6 +11,7 @@
 using CommunityToolkit.Mvvm.Input;
 using DynamicData;
 using DynamicData.Binding;
+using FluentAvalonia.UI.Media.Animation;
 using Injectio.Attributes;
 using NLog;
 using Refit;
@@ -20,6 +21,7 @@
 using StabilityMatrix.Avalonia.Services;
 using StabilityMatrix.Avalonia.ViewModels.Base;
 using StabilityMatrix.Avalonia.ViewModels.CheckpointManager;
+using StabilityMatrix.Avalonia.ViewModels.Settings;
 using StabilityMatrix.Avalonia.Views;
 using StabilityMatrix.Core.Api;
 using StabilityMatrix.Core.Attributes;
@@ -48,6 +50,7 @@ public sealed partial class CivitAiBrowserViewModel : TabViewModelBase, IInfinit
     private readonly INotificationService notificationService;
     private readonly ICivitBaseModelTypeService baseModelTypeService;
     private readonly INavigationService<MainWindowViewModel> navigationService;
+    private readonly INavigationService<SettingsViewModel> settingsNavigationService;
     private bool dontSearch = false;
 
     private readonly SourceCache<OrderedValue<CivitModel>, int> modelCache = new(static ov => ov.Value.Id);
@@ -147,7 +150,8 @@ public CivitAiBrowserViewModel(
         IConnectedServiceManager connectedServiceManager,
         INotificationService notificationService,
         ICivitBaseModelTypeService baseModelTypeService,
-        INavigationService<MainWindowViewModel> navigationService
+        INavigationService<MainWindowViewModel> navigationService,
+        INavigationService<SettingsViewModel> settingsNavigationService
     )
     {
         this.civitApi = civitApi;
@@ -158,6 +162,7 @@ INavigationService<MainWindowViewModel> navigationService
         this.notificationService = notificationService;
         this.baseModelTypeService = baseModelTypeService;
         this.navigationService = navigationService;
+        this.settingsNavigationService = settingsNavigationService;
 
         EventManager.Instance.NavigateAndFindCivitModelRequested += OnNavigateAndFindCivitModelRequested;
 
@@ -838,6 +843,14 @@ private void ClearOrSelectAllBaseModels()
             AllBaseModels.ForEach(x => x.IsSelected = true);
     }
 
+    [RelayCommand]
+    private async Task NavigateToBaseModelSettings()
+    {
+        navigationService.NavigateTo<SettingsViewModel>(new SuppressNavigationTransitionInfo());
+        await Task.Delay(100);
+        settingsNavigationService.NavigateTo<MainSettingsViewModel>(new SuppressNavigationTransitionInfo());
+    }
+
     [RelayCommand]
     private void ShowVersionDialog(CivitModel model)
     {
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/ConfirmPackageDeleteDialogViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/ConfirmPackageDeleteDialogViewModel.cs
index 8a6a2c37a..29324607a 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/ConfirmPackageDeleteDialogViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/ConfirmPackageDeleteDialogViewModel.cs
@@ -22,7 +22,10 @@ public partial class ConfirmPackageDeleteDialogViewModel : ContentDialogViewMode
     public partial string PackageName { get; set; } = string.Empty;
 
     public string? ExpectedPackageName => Package.DisplayName;
-    public bool IsValid => ExpectedPackageName?.Equals(PackageName, StringComparison.Ordinal) ?? false;
+    public string ConfirmationText => "delete";
+    public bool IsValid =>
+        PackageName.Equals(ConfirmationText, StringComparison.OrdinalIgnoreCase)
+        || PackageName.Equals("uninstall", StringComparison.OrdinalIgnoreCase);
     public string DeleteWarningText
     {
         get
@@ -48,6 +51,6 @@ public string DeleteWarningText
     [RelayCommand]
     private async Task CopyExpectedPackageName()
     {
-        await App.Clipboard?.SetTextAsync(ExpectedPackageName);
+        await App.Clipboard?.SetTextAsync(ConfirmationText);
     }
 }
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceImageToImageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceImageToImageViewModel.cs
index eadfcca0c..1a18da444 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceImageToImageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/InferenceImageToImageViewModel.cs
@@ -46,6 +46,7 @@ TabContext tabContext
         SelectImageCardViewModel = vmFactory.Get<SelectImageCardViewModel>(vm =>
         {
             vm.IsMaskEditorEnabled = true;
+            vm.SyncBitmapSizeToTabContext = true;
         });
 
         SamplerCardViewModel.IsDenoiseStrengthEnabled = true;
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
index 2ee3080da..845ad33b6 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/ModelCardViewModel.cs
@@ -281,7 +281,8 @@ public string AdvancedOptionsHeader
     /// </summary>
     public bool ShowShift => ShowEncoderSection && (IsHiDreamWorkflow || IsZImageWorkflow);
     public bool ShowEncoderTypeSelection =>
-        ShowEncoderSection && SelectedWorkflowProfile is not InferenceWorkflowProfile.Auto;
+        SelectedWorkflowProfile is InferenceWorkflowProfile.Custom
+        || (ShowEncoderSection && SelectedWorkflowProfile is not InferenceWorkflowProfile.Auto);
     public InferenceWorkflowProfile ResolvedWorkflowProfile =>
         SelectedWorkflowProfile is InferenceWorkflowProfile.Auto
             ? InferWorkflowProfile()
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/SamplerCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/SamplerCardViewModel.cs
index 528f34214..e7ad9797a 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/SamplerCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/SamplerCardViewModel.cs
@@ -130,6 +130,11 @@ public partial class SamplerCardViewModel : LoadableViewModelBase, IParametersLo
     [JsonIgnore]
     public IInferenceClientManager ClientManager { get; }
 
+    [JsonIgnore]
+    public TabContext TabContext => tabContext;
+
+    public bool HasSourceImageDimensions => tabContext.HasSourceImageDimensions;
+
     private int TotalSteps => Steps + RefinerSteps;
 
     public SamplerCardViewModel(
@@ -179,6 +184,13 @@ public override void OnUnloaded()
 
     private void TabContextOnStateChanged(object? sender, TabContext.TabStateChangedEventArgs e)
     {
+        if (e.PropertyName is nameof(tabContext.SourceImageWidth) or nameof(tabContext.SourceImageHeight))
+        {
+            OnPropertyChanged(nameof(HasSourceImageDimensions));
+            ApplySourceImageDimensionsCommand.NotifyCanExecuteChanged();
+            return;
+        }
+
         if (e.PropertyName != nameof(tabContext.SelectedModel))
             return;
 
@@ -211,6 +223,18 @@ private void SwapDimensions()
         (Width, Height) = (Height, Width);
     }
 
+    [RelayCommand(CanExecute = nameof(CanApplySourceImageDimensions))]
+    private void ApplySourceImageDimensions()
+    {
+        Width = tabContext.SourceImageWidth;
+        Height = tabContext.SourceImageHeight;
+    }
+
+    private bool CanApplySourceImageDimensions()
+    {
+        return tabContext.HasSourceImageDimensions;
+    }
+
     [RelayCommand]
     private void SetResolution(string resolution)
     {
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/SelectImageCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/SelectImageCardViewModel.cs
index 2bc1ce201..c2682bc77 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/SelectImageCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/SelectImageCardViewModel.cs
@@ -32,7 +32,8 @@ namespace StabilityMatrix.Avalonia.ViewModels.Inference;
 [RegisterTransient<SelectImageCardViewModel>]
 public partial class SelectImageCardViewModel(
     INotificationService notificationService,
-    IServiceManager<ViewModelBase> vmFactory
+    IServiceManager<ViewModelBase> vmFactory,
+    TabContext tabContext
 ) : LoadableViewModelBase, IDropTarget, IComfyStep, IInputImageProvider
 {
     private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
@@ -42,11 +43,12 @@ IServiceManager<ViewModelBase> vmFactory
         {
             Patterns = new[] { "*.png", "*.jpg", "*.jpeg" },
             AppleUniformTypeIdentifiers = new[] { "public.jpeg", "public.png" },
-            MimeTypes = new[] { "image/jpeg", "image/png" }
+            MimeTypes = new[] { "image/jpeg", "image/png" },
         };
 
-    private readonly Lazy<MaskEditorViewModel> _lazyMaskEditorViewModel =
-        new(vmFactory.Get<MaskEditorViewModel>);
+    private readonly Lazy<MaskEditorViewModel> _lazyMaskEditorViewModel = new(
+        vmFactory.Get<MaskEditorViewModel>
+    );
 
     /// <summary>
     /// When true, enables a button to open a mask editor for the image.
@@ -79,6 +81,10 @@ IServiceManager<ViewModelBase> vmFactory
     [ObservableProperty]
     private Size currentBitmapSize = Size.Empty;
 
+    [ObservableProperty]
+    [property: JsonIgnore]
+    private bool syncBitmapSizeToTabContext;
+
     /// <summary>
     /// True if the image file is set but the local file does not exist.
     /// </summary>
@@ -99,6 +105,27 @@ IServiceManager<ViewModelBase> vmFactory
     [JsonIgnore]
     public ImageSource? LastMaskImage { get; private set; }
 
+    partial void OnCurrentBitmapSizeChanged(Size value)
+    {
+        PublishCurrentBitmapSizeToTabContext();
+    }
+
+    partial void OnSyncBitmapSizeToTabContextChanged(bool value)
+    {
+        PublishCurrentBitmapSizeToTabContext();
+    }
+
+    private void PublishCurrentBitmapSizeToTabContext()
+    {
+        if (!SyncBitmapSizeToTabContext)
+        {
+            return;
+        }
+
+        tabContext.SourceImageWidth = CurrentBitmapSize.Width > 0 ? CurrentBitmapSize.Width : 0;
+        tabContext.SourceImageHeight = CurrentBitmapSize.Height > 0 ? CurrentBitmapSize.Height : 0;
+    }
+
     /// <inheritdoc />
     public void ApplyStep(ModuleApplyStepEventArgs e)
     {
@@ -170,6 +197,11 @@ partial void OnImageSourceChanged(ImageSource? value)
                     );
                 });
         }
+
+        if (value is null)
+        {
+            CurrentBitmapSize = Size.Empty;
+        }
     }
 
     [RelayCommand]
@@ -178,7 +210,12 @@ private async Task SelectImageFromFilePickerAsync()
         var files = await App.StorageProvider.OpenFilePickerAsync(
             new FilePickerOpenOptions
             {
-                FileTypeFilter = [FilePickerFileTypes.ImagePng, FilePickerFileTypes.ImageJpg, SupportedImages]
+                FileTypeFilter =
+                [
+                    FilePickerFileTypes.ImagePng,
+                    FilePickerFileTypes.ImageJpg,
+                    SupportedImages,
+                ],
             }
         );
 
@@ -289,6 +326,7 @@ private void LoadUserImage(ImageSource image)
     {
         var current = ImageSource;
 
+        CurrentBitmapSize = Size.Empty;
         ImageSource = image;
 
         // current?.Dispose();
diff --git a/StabilityMatrix.Avalonia/Views/CivitAiBrowserPage.axaml b/StabilityMatrix.Avalonia/Views/CivitAiBrowserPage.axaml
index ff34486d8..fa75c157a 100644
--- a/StabilityMatrix.Avalonia/Views/CivitAiBrowserPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/CivitAiBrowserPage.axaml
@@ -597,12 +597,24 @@
                     <Button.Flyout>
                         <Flyout>
                             <StackPanel MaxWidth="350" Orientation="Vertical">
-                                <Button
-                                    Margin="0,0,0,8"
-                                    HorizontalAlignment="Stretch"
-                                    Classes="transparent"
-                                    Command="{Binding ClearOrSelectAllBaseModelsCommand}"
-                                    Content="{Binding ClearButtonText}" />
+                                <Grid Margin="0,0,0,8" ColumnDefinitions="*,Auto">
+                                    <Button
+                                        Grid.Column="0"
+                                        HorizontalAlignment="Stretch"
+                                        Classes="transparent"
+                                        Command="{Binding ClearOrSelectAllBaseModelsCommand}"
+                                        Content="{Binding ClearButtonText}" />
+                                    <Button
+                                        Grid.Column="1"
+                                        Width="32"
+                                        Height="32"
+                                        Margin="4,0,0,0"
+                                        Classes="transparent"
+                                        Command="{Binding NavigateToBaseModelSettingsCommand}"
+                                        ToolTip.Tip="Configure base model filters">
+                                        <ui:SymbolIcon FontSize="16" Symbol="Settings" />
+                                    </Button>
+                                </Grid>
                                 <ui:ItemsRepeater ItemsSource="{Binding AllBaseModels}">
                                     <ui:ItemsRepeater.Layout>
                                         <ui:FlowLayout
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/ConfirmPackageDeleteDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/ConfirmPackageDeleteDialog.axaml
index 955783f11..a71c73dc0 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/ConfirmPackageDeleteDialog.axaml
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/ConfirmPackageDeleteDialog.axaml
@@ -86,7 +86,7 @@
             <TextBlock
                 Cursor="Hand"
                 FontSize="16"
-                Text="{Binding ExpectedPackageName}"
+                Text="{Binding ConfirmationText}"
                 TextAlignment="Center"
                 ToolTip.Tip="Click to copy">
                 <Interaction.Behaviors>
diff --git a/StabilityMatrix.Core/Models/Packages/Cogstudio.cs b/StabilityMatrix.Core/Models/Packages/Cogstudio.cs
index a030dbb79..dd4ad663c 100644
--- a/StabilityMatrix.Core/Models/Packages/Cogstudio.cs
+++ b/StabilityMatrix.Core/Models/Packages/Cogstudio.cs
@@ -73,9 +73,9 @@ public override async Task InstallPackage(
             .ConfigureAwait(false);
 
         progress?.Report(new ProgressReport(-1f, "Setting up Cogstudio files", isIndeterminate: true));
-        var gradioCompositeDemo = new FilePath(installLocation, "inference/gradio_composite_demo");
-        var cogstudioFile = new FilePath(gradioCompositeDemo, "cogstudio.py");
-        gradioCompositeDemo.Directory?.Create();
+        var gradioCompositeDemo = new DirectoryPath(installLocation, "inference", "gradio_composite_demo");
+        gradioCompositeDemo.Create();
+        var cogstudioFile = gradioCompositeDemo.JoinFile("cogstudio.py");
         await DownloadService
             .DownloadToFileAsync(cogstudioUrl, cogstudioFile, cancellationToken: cancellationToken)
             .ConfigureAwait(false);
diff --git a/StabilityMatrix.Core/Models/Packages/FluxGym.cs b/StabilityMatrix.Core/Models/Packages/FluxGym.cs
index 177915582..1b44e1ec4 100644
--- a/StabilityMatrix.Core/Models/Packages/FluxGym.cs
+++ b/StabilityMatrix.Core/Models/Packages/FluxGym.cs
@@ -122,11 +122,11 @@ await PrerequisiteHelper
         {
             RequirementsFilePaths = ["sd-scripts/requirements.txt", "requirements.txt"],
             RequirementsExcludePattern =
-                "(diffusers\\[torch\\]==0.32.1|torch|torchvision|torchaudio|xformers|bitsandbytes|-e\\s\\.)",
+                "(diffusers\\[torch\\]==0.32.1|torch|torchvision|torchaudio|xformers|bitsandbytes|transformers.*|-e\\s\\.)",
             TorchaudioVersion = " ",
             CudaIndex = isLegacyNvidiaGpu ? "cu126" : "cu128",
             ExtraPipArgs = ["bitsandbytes>=0.46.0"],
-            PostInstallPipArgs = ["diffusers[torch]==0.32.1"],
+            PostInstallPipArgs = ["diffusers[torch]==0.32.1", "transformers==4.54.1"],
         };
 
         await StandardPipInstallProcessAsync(
diff --git a/StabilityMatrix.Core/Models/Packages/ForgeNeo.cs b/StabilityMatrix.Core/Models/Packages/ForgeNeo.cs
index 8c5d65fc5..df0e4b03a 100644
--- a/StabilityMatrix.Core/Models/Packages/ForgeNeo.cs
+++ b/StabilityMatrix.Core/Models/Packages/ForgeNeo.cs
@@ -1,6 +1,7 @@
 using Injectio.Attributes;
 using StabilityMatrix.Core.Helper;
 using StabilityMatrix.Core.Helper.Cache;
+using StabilityMatrix.Core.Models;
 using StabilityMatrix.Core.Python;
 using StabilityMatrix.Core.Services;
 
@@ -28,6 +29,24 @@ IPipWheelService pipWheelService
     public override string DisplayName { get; set; } = "Stable Diffusion WebUI Forge - Neo";
     public override string MainBranch => "neo";
     public override PackageType PackageType => PackageType.SdInference;
+    public override List<LaunchOptionDefinition> LaunchOptions
+    {
+        get
+        {
+            var options = base.LaunchOptions;
+            options.Insert(
+                options.Count - 1,
+                new LaunchOptionDefinition
+                {
+                    Name = "Bitsandbytes NF4",
+                    Type = LaunchOptionType.Bool,
+                    Description = "Install bitsandbytes for low-bits (NF4) inference",
+                    Options = ["--bnb"],
+                }
+            );
+            return options;
+        }
+    }
 
     public override string Blurb =>
         "Neo mainly serves as an continuation for the \"latest\" version of Forge. Additionally, this fork is focused on optimization and usability, with the main goal of being the lightest WebUI without any bloatwares.";

From f7e3bd42d958cd5cb79879f774e32ae197c37224 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sat, 16 May 2026 23:51:03 -0700
Subject: [PATCH 181/218] Apply Gemini review: copy ForgeNeo launch options
 list, null-safe delete confirmation

- ForgeNeo.LaunchOptions now copies base.LaunchOptions before mutating and clamps the insert index to >= 0, avoiding shared-list mutation and ArgumentOutOfRangeException on an empty base list.
- ConfirmPackageDeleteDialogViewModel.IsValid uses string.Equals(...) for null-safe comparison so a cleared TextBox binding doesn't NRE.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../Dialogs/ConfirmPackageDeleteDialogViewModel.cs           | 4 ++--
 StabilityMatrix.Core/Models/Packages/ForgeNeo.cs             | 5 +++--
 2 files changed, 5 insertions(+), 4 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/ConfirmPackageDeleteDialogViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/ConfirmPackageDeleteDialogViewModel.cs
index 29324607a..e32fc6074 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/ConfirmPackageDeleteDialogViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/ConfirmPackageDeleteDialogViewModel.cs
@@ -24,8 +24,8 @@ public partial class ConfirmPackageDeleteDialogViewModel : ContentDialogViewMode
     public string? ExpectedPackageName => Package.DisplayName;
     public string ConfirmationText => "delete";
     public bool IsValid =>
-        PackageName.Equals(ConfirmationText, StringComparison.OrdinalIgnoreCase)
-        || PackageName.Equals("uninstall", StringComparison.OrdinalIgnoreCase);
+        string.Equals(PackageName, ConfirmationText, StringComparison.OrdinalIgnoreCase)
+        || string.Equals(PackageName, "uninstall", StringComparison.OrdinalIgnoreCase);
     public string DeleteWarningText
     {
         get
diff --git a/StabilityMatrix.Core/Models/Packages/ForgeNeo.cs b/StabilityMatrix.Core/Models/Packages/ForgeNeo.cs
index df0e4b03a..ee8f4f9f2 100644
--- a/StabilityMatrix.Core/Models/Packages/ForgeNeo.cs
+++ b/StabilityMatrix.Core/Models/Packages/ForgeNeo.cs
@@ -33,9 +33,10 @@ public override List<LaunchOptionDefinition> LaunchOptions
     {
         get
         {
-            var options = base.LaunchOptions;
+            var options = new List<LaunchOptionDefinition>(base.LaunchOptions);
+            var insertIndex = Math.Max(0, options.Count - 1);
             options.Insert(
-                options.Count - 1,
+                insertIndex,
                 new LaunchOptionDefinition
                 {
                     Name = "Bitsandbytes NF4",

From 4d5cce4b46f6440d4e680373ce41e2f85ce3e34b Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 20 May 2026 00:44:15 -0700
Subject: [PATCH 182/218] Add Activity center with clickable toasts and
 notification history

Make toast notifications clickable and persist them into a new
Notifications tab in the sidebar activity flyout (formerly the download
manager). Notifications now carry an optional NotificationAction that is
dispatched on click - opening the download folder, navigating to the
originating page, or surfacing the activity flyout.

- New Core types: NotificationAction (discriminated record),
  NotificationHistoryEntry, and a session-only INotificationHistoryService
  (capped at 100 entries) modeled on TrackedDownloadService.
- NotificationService records every notification (including suppressed
  ones) to history and wires OnClick on the in-app toast path.
- INotificationActionDispatcher performs per-category click actions.
- ProgressManagerPage gains a TabControl (In Progress / Notifications)
  with read/unread state, dimming, and smart tab pre-selection.
- Footer item is always visible, badge shows combined unread + active
  count, and a one-time teaching tip explains the merged panel.
- All new user-facing strings are localizable via Resources.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../DesignData/DesignData.cs                  |  73 +++
 .../Extensions/NotificationLevelExtensions.cs |  14 +-
 .../NotificationServiceExtensions.cs          |  12 +-
 .../Languages/Resources.Designer.cs           | 117 ++++
 .../Languages/Resources.resx                  |  39 ++
 .../Services/INotificationActionDispatcher.cs |  12 +
 .../Services/INotificationService.cs          |  17 +-
 .../Services/NotificationActionDispatcher.cs  |  57 ++
 .../Services/NotificationService.cs           | 190 ++++--
 .../Base/InferenceGenerationViewModelBase.cs  |   4 +-
 .../Progress/NotificationItemViewModel.cs     | 131 ++++
 .../Progress/ProgressManagerViewModel.cs      | 132 +++-
 .../Views/MainWindow.axaml                    |  19 +-
 .../Views/MainWindow.axaml.cs                 |  90 ++-
 .../Views/ProgressManagerPage.axaml           | 609 +++++++++++-------
 StabilityMatrix.Core/Helper/EventManager.cs   |   7 +-
 .../Notifications/NotificationAction.cs       |  25 +
 .../Notifications/NotificationHistoryEntry.cs |  29 +
 .../Models/Settings/TeachingTip.cs            |   2 +-
 .../Services/INotificationHistoryService.cs   |  34 +
 .../Services/NotificationHistoryService.cs    | 136 ++++
 .../Core/NotificationHistoryServiceTests.cs   | 197 ++++++
 22 files changed, 1589 insertions(+), 357 deletions(-)
 create mode 100644 StabilityMatrix.Avalonia/Services/INotificationActionDispatcher.cs
 create mode 100644 StabilityMatrix.Avalonia/Services/NotificationActionDispatcher.cs
 create mode 100644 StabilityMatrix.Avalonia/ViewModels/Progress/NotificationItemViewModel.cs
 create mode 100644 StabilityMatrix.Core/Models/Notifications/NotificationAction.cs
 create mode 100644 StabilityMatrix.Core/Models/Notifications/NotificationHistoryEntry.cs
 create mode 100644 StabilityMatrix.Core/Services/INotificationHistoryService.cs
 create mode 100644 StabilityMatrix.Core/Services/NotificationHistoryService.cs
 create mode 100644 StabilityMatrix.Tests/Core/NotificationHistoryServiceTests.cs

diff --git a/StabilityMatrix.Avalonia/DesignData/DesignData.cs b/StabilityMatrix.Avalonia/DesignData/DesignData.cs
index c06e77535..e8e3efe06 100644
--- a/StabilityMatrix.Avalonia/DesignData/DesignData.cs
+++ b/StabilityMatrix.Avalonia/DesignData/DesignData.cs
@@ -46,6 +46,7 @@
 using StabilityMatrix.Core.Models.Api.OpenModelsDb;
 using StabilityMatrix.Core.Models.Database;
 using StabilityMatrix.Core.Models.FileInterfaces;
+using StabilityMatrix.Core.Models.Notifications;
 using StabilityMatrix.Core.Models.PackageModification;
 using StabilityMatrix.Core.Models.Packages;
 using StabilityMatrix.Core.Models.Packages.Extensions;
@@ -57,6 +58,7 @@
 using CivitAiBrowserViewModel = StabilityMatrix.Avalonia.ViewModels.CheckpointBrowser.CivitAiBrowserViewModel;
 using HuggingFacePageViewModel = StabilityMatrix.Avalonia.ViewModels.CheckpointBrowser.HuggingFacePageViewModel;
 using MainPackageManagerViewModel = StabilityMatrix.Avalonia.ViewModels.PackageManager.MainPackageManagerViewModel;
+using NotificationLevel = StabilityMatrix.Core.Models.Settings.NotificationLevel;
 
 namespace StabilityMatrix.Avalonia.DesignData;
 
@@ -447,6 +449,77 @@ public static void Initialize()
             ]
         );
 
+        // Seed sample notifications so the Notifications tab has something to preview
+        var historyService = Services.GetRequiredService<INotificationHistoryService>();
+        var actionDispatcher = Services.GetRequiredService<INotificationActionDispatcher>();
+
+        ProgressManagerViewModel.NotificationItems.AddRange(
+            [
+                new NotificationItemViewModel(
+                    new NotificationHistoryEntry
+                    {
+                        Timestamp = DateTimeOffset.Now.AddSeconds(-10),
+                        Title = "Prompt completed",
+                        Body = "Prompt [a1b2c3d] completed successfully",
+                        Level = NotificationLevel.Success,
+                        Action = new NavigateToPageAction(typeof(InferenceViewModel).AssemblyQualifiedName!),
+                    },
+                    historyService,
+                    actionDispatcher
+                ),
+                new NotificationItemViewModel(
+                    new NotificationHistoryEntry
+                    {
+                        Timestamp = DateTimeOffset.Now.AddMinutes(-3),
+                        Title = "Download Completed",
+                        Body = "Download of sd_xl_base_1.0.safetensors completed successfully.",
+                        Level = NotificationLevel.Success,
+                        Action = new OpenFolderAction(@"C:\StabilityMatrix\Models\StableDiffusion"),
+                    },
+                    historyService,
+                    actionDispatcher
+                ),
+                new NotificationItemViewModel(
+                    new NotificationHistoryEntry
+                    {
+                        Timestamp = DateTimeOffset.Now.AddMinutes(-12),
+                        Title = "Debug options enabled",
+                        Body = "Warning: Improper use may corrupt application state or cause loss of data.",
+                        Level = NotificationLevel.Warning,
+                        IsRead = true,
+                    },
+                    historyService,
+                    actionDispatcher
+                ),
+                new NotificationItemViewModel(
+                    new NotificationHistoryEntry
+                    {
+                        Timestamp = DateTimeOffset.Now.AddHours(-1),
+                        Title = "Download Failed",
+                        Body =
+                            "Download of really_long_model_name_v2_pruned_fp16.safetensors failed: (HttpRequestException) Connection timed out after 30 seconds. Please check your network and try again.",
+                        Level = NotificationLevel.Error,
+                        Action = new ToggleProgressFlyoutAction(),
+                        IsRead = true,
+                    },
+                    historyService,
+                    actionDispatcher
+                ),
+                new NotificationItemViewModel(
+                    new NotificationHistoryEntry
+                    {
+                        Timestamp = DateTimeOffset.Now.AddHours(-2),
+                        Title = "Content dialog closed",
+                        Body = "Result: Primary",
+                        Level = NotificationLevel.Information,
+                        IsRead = true,
+                    },
+                    historyService,
+                    actionDispatcher
+                ),
+            ]
+        );
+
         UpdateViewModel = Services.GetRequiredService<UpdateViewModel>();
         UpdateViewModel.CurrentVersionText = "v2.0.0";
         UpdateViewModel.NewVersionText = "v2.0.1";
diff --git a/StabilityMatrix.Avalonia/Extensions/NotificationLevelExtensions.cs b/StabilityMatrix.Avalonia/Extensions/NotificationLevelExtensions.cs
index fbb62e5a5..55f8b392a 100644
--- a/StabilityMatrix.Avalonia/Extensions/NotificationLevelExtensions.cs
+++ b/StabilityMatrix.Avalonia/Extensions/NotificationLevelExtensions.cs
@@ -14,7 +14,19 @@ public static NotificationType ToNotificationType(this NotificationLevel level)
             NotificationLevel.Success => NotificationType.Success,
             NotificationLevel.Warning => NotificationType.Warning,
             NotificationLevel.Error => NotificationType.Error,
-            _ => throw new ArgumentOutOfRangeException(nameof(level), level, null)
+            _ => throw new ArgumentOutOfRangeException(nameof(level), level, null),
+        };
+    }
+
+    public static NotificationLevel ToNotificationLevel(this NotificationType type)
+    {
+        return type switch
+        {
+            NotificationType.Information => NotificationLevel.Information,
+            NotificationType.Success => NotificationLevel.Success,
+            NotificationType.Warning => NotificationLevel.Warning,
+            NotificationType.Error => NotificationLevel.Error,
+            _ => NotificationLevel.Information,
         };
     }
 }
diff --git a/StabilityMatrix.Avalonia/Extensions/NotificationServiceExtensions.cs b/StabilityMatrix.Avalonia/Extensions/NotificationServiceExtensions.cs
index d895382f0..7aac4f2ea 100644
--- a/StabilityMatrix.Avalonia/Extensions/NotificationServiceExtensions.cs
+++ b/StabilityMatrix.Avalonia/Extensions/NotificationServiceExtensions.cs
@@ -3,6 +3,8 @@
 using DesktopNotifications;
 using NLog;
 using StabilityMatrix.Avalonia.Services;
+using StabilityMatrix.Avalonia.ViewModels;
+using StabilityMatrix.Core.Models.Notifications;
 using StabilityMatrix.Core.Models.PackageModification;
 using StabilityMatrix.Core.Models.Settings;
 
@@ -35,8 +37,9 @@ await notificationService.ShowAsync(
                 new Notification
                 {
                     Title = runner.ModificationFailedTitle,
-                    Body = runner.ModificationFailedMessage
-                }
+                    Body = runner.ModificationFailedMessage,
+                },
+                action: new ToggleProgressFlyoutAction()
             );
         }
         else
@@ -46,8 +49,9 @@ await notificationService.ShowAsync(
                 new Notification
                 {
                     Title = runner.ModificationCompleteTitle,
-                    Body = runner.ModificationCompleteMessage
-                }
+                    Body = runner.ModificationCompleteMessage,
+                },
+                action: new NavigateToPageAction(typeof(PackageManagerViewModel).AssemblyQualifiedName!)
             );
         }
     }
diff --git a/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs b/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs
index 9c6123c46..f1e15f4bc 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs
+++ b/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs
@@ -965,6 +965,105 @@ public static string Label_ActiveSupporterTier {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Activity.
+        /// </summary>
+        public static string Label_Activity {
+            get {
+                return ResourceManager.GetString("Label_Activity", resourceCulture);
+            }
+        }
+
+        /// <summary>
+        ///   Looks up a localized string similar to In Progress.
+        /// </summary>
+        public static string Label_InProgress {
+            get {
+                return ResourceManager.GetString("Label_InProgress", resourceCulture);
+            }
+        }
+
+        /// <summary>
+        ///   Looks up a localized string similar to Mark all as read.
+        /// </summary>
+        public static string Action_MarkAllRead {
+            get {
+                return ResourceManager.GetString("Action_MarkAllRead", resourceCulture);
+            }
+        }
+
+        /// <summary>
+        ///   Looks up a localized string similar to Clear all.
+        /// </summary>
+        public static string Action_ClearAll {
+            get {
+                return ResourceManager.GetString("Action_ClearAll", resourceCulture);
+            }
+        }
+
+        /// <summary>
+        ///   Looks up a localized string similar to Toggle details.
+        /// </summary>
+        public static string Action_ToggleDetails {
+            get {
+                return ResourceManager.GetString("Action_ToggleDetails", resourceCulture);
+            }
+        }
+
+        /// <summary>
+        ///   Looks up a localized string similar to Dismiss.
+        /// </summary>
+        public static string Action_Dismiss {
+            get {
+                return ResourceManager.GetString("Action_Dismiss", resourceCulture);
+            }
+        }
+
+        /// <summary>
+        ///   Looks up a localized string similar to Open Folder.
+        /// </summary>
+        public static string Action_OpenFolder {
+            get {
+                return ResourceManager.GetString("Action_OpenFolder", resourceCulture);
+            }
+        }
+
+        /// <summary>
+        ///   Looks up a localized string similar to Open.
+        /// </summary>
+        public static string Action_Open {
+            get {
+                return ResourceManager.GetString("Action_Open", resourceCulture);
+            }
+        }
+
+        /// <summary>
+        ///   Looks up a localized string similar to Show Activity.
+        /// </summary>
+        public static string Action_ShowActivity {
+            get {
+                return ResourceManager.GetString("Action_ShowActivity", resourceCulture);
+            }
+        }
+
+        /// <summary>
+        ///   Looks up a localized string similar to just now.
+        /// </summary>
+        public static string Label_RelativeTime_JustNow {
+            get {
+                return ResourceManager.GetString("Label_RelativeTime_JustNow", resourceCulture);
+            }
+        }
+
+        /// <summary>
+        ///   Looks up a localized string similar to {0}m ago.
+        /// </summary>
+        public static string Label_RelativeTime_MinutesAgo {
+            get {
+                return ResourceManager.GetString("Label_RelativeTime_MinutesAgo", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Addons.
         /// </summary>
@@ -4215,6 +4314,24 @@ public static string TabLabel_InstalledWorkflows {
             }
         }
         
+        /// <summary>
+        ///   Looks up a localized string similar to Click any toast to jump straight to it, or open this panel anytime to catch up on what you missed..
+        /// </summary>
+        public static string TeachingTip_ActivityCenter_Subtitle {
+            get {
+                return ResourceManager.GetString("TeachingTip_ActivityCenter_Subtitle", resourceCulture);
+            }
+        }
+        
+        /// <summary>
+        ///   Looks up a localized string similar to Notifications &amp; downloads live here.
+        /// </summary>
+        public static string TeachingTip_ActivityCenter_Title {
+            get {
+                return ResourceManager.GetString("TeachingTip_ActivityCenter_Title", resourceCulture);
+            }
+        }
+        
         /// <summary>
         ///   Looks up a localized string similar to Add a package to get started!.
         /// </summary>
diff --git a/StabilityMatrix.Avalonia/Languages/Resources.resx b/StabilityMatrix.Avalonia/Languages/Resources.resx
index e82703908..b66444c84 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.resx
+++ b/StabilityMatrix.Avalonia/Languages/Resources.resx
@@ -243,6 +243,39 @@
   <data name="Label_Downloads" xml:space="preserve">
     <value>Downloads</value>
   </data>
+  <data name="Label_Activity" xml:space="preserve">
+    <value>Activity</value>
+  </data>
+  <data name="Label_InProgress" xml:space="preserve">
+    <value>In Progress</value>
+  </data>
+  <data name="Action_MarkAllRead" xml:space="preserve">
+    <value>Mark all as read</value>
+  </data>
+  <data name="Action_ClearAll" xml:space="preserve">
+    <value>Clear all</value>
+  </data>
+  <data name="Action_ToggleDetails" xml:space="preserve">
+    <value>Toggle details</value>
+  </data>
+  <data name="Action_Dismiss" xml:space="preserve">
+    <value>Dismiss</value>
+  </data>
+  <data name="Action_OpenFolder" xml:space="preserve">
+    <value>Open Folder</value>
+  </data>
+  <data name="Action_Open" xml:space="preserve">
+    <value>Open</value>
+  </data>
+  <data name="Action_ShowActivity" xml:space="preserve">
+    <value>Show Activity</value>
+  </data>
+  <data name="Label_RelativeTime_JustNow" xml:space="preserve">
+    <value>just now</value>
+  </data>
+  <data name="Label_RelativeTime_MinutesAgo" xml:space="preserve">
+    <value>{0}m ago</value>
+  </data>
   <data name="Action_Install" xml:space="preserve">
     <value>Install</value>
   </data>
@@ -957,6 +990,12 @@
   <data name="TeachingTip_DownloadsExplanation" xml:space="preserve">
     <value>Check the progress of your package installations and model downloads here.</value>
   </data>
+  <data name="TeachingTip_ActivityCenter_Title" xml:space="preserve">
+    <value>Notifications &amp; downloads live here</value>
+  </data>
+  <data name="TeachingTip_ActivityCenter_Subtitle" xml:space="preserve">
+    <value>Click any toast to jump straight to it, or open this panel anytime to catch up on what you missed.</value>
+  </data>
   <data name="Label_RecommendedModels" xml:space="preserve">
     <value>Recommended Models</value>
   </data>
diff --git a/StabilityMatrix.Avalonia/Services/INotificationActionDispatcher.cs b/StabilityMatrix.Avalonia/Services/INotificationActionDispatcher.cs
new file mode 100644
index 000000000..ae9afe61b
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Services/INotificationActionDispatcher.cs
@@ -0,0 +1,12 @@
+using StabilityMatrix.Core.Models.Notifications;
+
+namespace StabilityMatrix.Avalonia.Services;
+
+/// <summary>
+/// Performs the side effect described by a <see cref="NotificationAction"/> when the user clicks a toast or
+/// activity-panel entry.
+/// </summary>
+public interface INotificationActionDispatcher
+{
+    Task DispatchAsync(NotificationAction action);
+}
diff --git a/StabilityMatrix.Avalonia/Services/INotificationService.cs b/StabilityMatrix.Avalonia/Services/INotificationService.cs
index 1a81dba60..851d048c9 100644
--- a/StabilityMatrix.Avalonia/Services/INotificationService.cs
+++ b/StabilityMatrix.Avalonia/Services/INotificationService.cs
@@ -3,6 +3,7 @@
 using Microsoft.Extensions.Logging;
 using StabilityMatrix.Core.Exceptions;
 using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.Notifications;
 using StabilityMatrix.Core.Models.Settings;
 
 namespace StabilityMatrix.Avalonia.Services;
@@ -49,7 +50,11 @@ Task<TaskResult<bool>> TryAsync(
     /// <summary>
     /// Show a keyed customizable persistent notification with the given parameters.
     /// </summary>
-    Task ShowPersistentAsync(NotificationKey key, DesktopNotifications.Notification notification);
+    Task ShowPersistentAsync(
+        NotificationKey key,
+        DesktopNotifications.Notification notification,
+        NotificationAction? action = null
+    );
 
     /// <summary>
     /// Show a keyed customizable notification with the given parameters.
@@ -57,7 +62,8 @@ Task<TaskResult<bool>> TryAsync(
     Task ShowAsync(
         NotificationKey key,
         DesktopNotifications.Notification notification,
-        TimeSpan? expiration = null
+        TimeSpan? expiration = null,
+        NotificationAction? action = null
     );
 
     /// <summary>
@@ -67,7 +73,8 @@ void Show(
         string title,
         string message,
         NotificationType appearance = NotificationType.Information,
-        TimeSpan? expiration = null
+        TimeSpan? expiration = null,
+        NotificationAction? action = null
     );
 
     /// <summary>
@@ -76,10 +83,12 @@ void Show(
     /// <param name="title"></param>
     /// <param name="message"></param>
     /// <param name="appearance"></param>
+    /// <param name="action"></param>
     void ShowPersistent(
         string title,
         string message,
-        NotificationType appearance = NotificationType.Information
+        NotificationType appearance = NotificationType.Information,
+        NotificationAction? action = null
     );
 
     /// <summary>
diff --git a/StabilityMatrix.Avalonia/Services/NotificationActionDispatcher.cs b/StabilityMatrix.Avalonia/Services/NotificationActionDispatcher.cs
new file mode 100644
index 000000000..97e8191db
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Services/NotificationActionDispatcher.cs
@@ -0,0 +1,57 @@
+using Avalonia.Threading;
+using Injectio.Attributes;
+using Microsoft.Extensions.Logging;
+using StabilityMatrix.Avalonia.ViewModels;
+using StabilityMatrix.Core.Helper;
+using StabilityMatrix.Core.Models.Notifications;
+using StabilityMatrix.Core.Processes;
+
+namespace StabilityMatrix.Avalonia.Services;
+
+[RegisterSingleton<INotificationActionDispatcher, NotificationActionDispatcher>]
+public class NotificationActionDispatcher(
+    ILogger<NotificationActionDispatcher> logger,
+    INavigationService<MainWindowViewModel> navigationService
+) : INotificationActionDispatcher
+{
+    public async Task DispatchAsync(NotificationAction action)
+    {
+        try
+        {
+            switch (action)
+            {
+                case OpenFolderAction openFolder:
+                    if (!string.IsNullOrWhiteSpace(openFolder.Path))
+                    {
+                        await ProcessRunner.OpenFolderBrowser(openFolder.Path);
+                    }
+                    break;
+
+                case NavigateToPageAction nav:
+                    var type = Type.GetType(nav.PageTypeName);
+                    if (type == null)
+                    {
+                        logger.LogWarning(
+                            "NavigateToPageAction could not resolve type {Name}",
+                            nav.PageTypeName
+                        );
+                        break;
+                    }
+                    await Dispatcher.UIThread.InvokeAsync(() => navigationService.NavigateTo(type));
+                    break;
+
+                case ToggleProgressFlyoutAction:
+                    await Dispatcher.UIThread.InvokeAsync(() => EventManager.Instance.OnShowProgressFlyout());
+                    break;
+
+                default:
+                    logger.LogWarning("Unknown notification action {Action}", action);
+                    break;
+            }
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to dispatch notification action {Action}", action);
+        }
+    }
+}
diff --git a/StabilityMatrix.Avalonia/Services/NotificationService.cs b/StabilityMatrix.Avalonia/Services/NotificationService.cs
index 0331a985e..8849e69bf 100644
--- a/StabilityMatrix.Avalonia/Services/NotificationService.cs
+++ b/StabilityMatrix.Avalonia/Services/NotificationService.cs
@@ -1,4 +1,5 @@
-using Avalonia;
+using AsyncAwaitBestPractices;
+using Avalonia;
 using Avalonia.Controls;
 using Avalonia.Controls.Notifications;
 using Avalonia.Threading;
@@ -11,6 +12,7 @@
 using StabilityMatrix.Core.Exceptions;
 using StabilityMatrix.Core.Helper;
 using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.Notifications;
 using StabilityMatrix.Core.Models.Settings;
 using StabilityMatrix.Core.Services;
 using INotificationManager = DesktopNotifications.INotificationManager;
@@ -18,9 +20,12 @@
 namespace StabilityMatrix.Avalonia.Services;
 
 [RegisterSingleton<INotificationService, NotificationService>]
-public class NotificationService(ILogger<NotificationService> logger, ISettingsManager settingsManager)
-    : INotificationService,
-        IDisposable
+public class NotificationService(
+    ILogger<NotificationService> logger,
+    ISettingsManager settingsManager,
+    INotificationHistoryService historyService,
+    INotificationActionDispatcher actionDispatcher
+) : INotificationService, IDisposable
 {
     private WindowNotificationManager? notificationManager;
 
@@ -43,38 +48,85 @@ public void Initialize(
         };
     }
 
+    /// <summary>
+    /// Public entry point for raw INotification toasts (debug menu, ad-hoc callers that build
+    /// their own Notification object). Writes a history entry derived from the notification and
+    /// attaches our click handler if none was already set, so these flow into the Activity panel
+    /// the same as keyed notifications.
+    /// </summary>
     public void Show(INotification notification)
+    {
+        var entry = historyService.Add(
+            new NotificationHistoryEntry
+            {
+                Title = notification.Title ?? string.Empty,
+                Body = notification.Message,
+                Level = notification.Type.ToNotificationLevel(),
+            }
+        );
+
+        // Only attach our click handler if the caller hasn't set their own
+        if (notification is Notification concrete && concrete.OnClick is null)
+        {
+            concrete.OnClick = () => OnToastClicked(entry.Id);
+        }
+
+        DispatchToWindowManager(notification);
+    }
+
+    /// <summary>Internal helper: send a toast straight to <see cref="WindowNotificationManager"/>
+    /// without re-recording history. Used by paths that already wrote an entry.</summary>
+    private void DispatchToWindowManager(INotification notification)
     {
         // Must marshal to UI thread - WindowNotificationManager requires it
         Dispatcher.UIThread.Invoke(() => notificationManager?.Show(notification));
     }
 
     /// <inheritdoc />
-    public Task ShowPersistentAsync(NotificationKey key, DesktopNotifications.Notification notification)
+    public Task ShowPersistentAsync(
+        NotificationKey key,
+        DesktopNotifications.Notification notification,
+        NotificationAction? action = null
+    )
     {
-        return ShowAsyncCore(key, notification, null, true);
+        return ShowAsyncCore(key, notification, null, true, action);
     }
 
     /// <inheritdoc />
     public Task ShowAsync(
         NotificationKey key,
         DesktopNotifications.Notification notification,
-        TimeSpan? expiration = null
+        TimeSpan? expiration = null,
+        NotificationAction? action = null
     )
     {
         // Use default expiration if not specified
         expiration ??= TimeSpan.FromSeconds(5);
 
-        return ShowAsyncCore(key, notification, expiration, false);
+        return ShowAsyncCore(key, notification, expiration, false, action);
     }
 
     private async Task ShowAsyncCore(
         NotificationKey key,
         DesktopNotifications.Notification notification,
         TimeSpan? expiration,
-        bool isPersistent
+        bool isPersistent,
+        NotificationAction? action
     )
     {
+        // Always record to history, regardless of routing — users still want to see suppressed events.
+        var entry = historyService.Add(
+            new NotificationHistoryEntry
+            {
+                Key = key,
+                Title = notification.Title ?? string.Empty,
+                Body = notification.Body,
+                BodyImagePath = notification.BodyImagePath,
+                Level = key.Level,
+                Action = action,
+            }
+        );
+
         // If settings has option preference, use that, otherwise default
         if (!settingsManager.Settings.NotificationOptions.TryGetValue(key, out var option))
         {
@@ -90,32 +142,11 @@ bool isPersistent
                 // If native option is not supported, fallback to toast
                 if (await GetNativeNotificationManagerAsync() is not { } nativeManager)
                 {
-                    // Show app toast
-                    if (isPersistent)
-                    {
-                        Dispatcher.UIThread.Invoke(() =>
-                            ShowPersistent(
-                                notification.Title ?? "",
-                                notification.Body ?? "",
-                                key.Level.ToNotificationType()
-                            )
-                        );
-                    }
-                    else
-                    {
-                        Dispatcher.UIThread.Invoke(() =>
-                            Show(
-                                notification.Title ?? "",
-                                notification.Body ?? "",
-                                key.Level.ToNotificationType(),
-                                expiration
-                            )
-                        );
-                    }
+                    ShowToastFromEntry(entry, expiration, isPersistent);
                     return;
                 }
 
-                // Show native notification
+                // Show native notification — native click is not wired in v1; entry is still in the activity panel.
                 await nativeManager.ShowNotification(
                     notification,
                     expiration is null ? null : DateTimeOffset.Now.Add(expiration.Value)
@@ -124,29 +155,7 @@ await nativeManager.ShowNotification(
                 break;
             }
             case NotificationOption.AppToast:
-                // Show app toast
-                if (isPersistent)
-                {
-                    Dispatcher.UIThread.Invoke(() =>
-                        ShowPersistent(
-                            notification.Title ?? "",
-                            notification.Body ?? "",
-                            key.Level.ToNotificationType()
-                        )
-                    );
-                }
-                else
-                {
-                    Dispatcher.UIThread.Invoke(() =>
-                        Show(
-                            notification.Title ?? "",
-                            notification.Body ?? "",
-                            key.Level.ToNotificationType(),
-                            expiration
-                        )
-                    );
-                }
-
+                ShowToastFromEntry(entry, expiration, isPersistent);
                 break;
             default:
                 logger.LogError("Unknown notification option {Option}", option);
@@ -154,23 +163,80 @@ await nativeManager.ShowNotification(
         }
     }
 
+    private void ShowToastFromEntry(NotificationHistoryEntry entry, TimeSpan? expiration, bool isPersistent)
+    {
+        var toast = new Notification(
+            entry.Title,
+            entry.Body ?? string.Empty,
+            entry.Level.ToNotificationType(),
+            isPersistent ? TimeSpan.Zero : expiration
+        )
+        {
+            OnClick = () => OnToastClicked(entry.Id),
+        };
+
+        DispatchToWindowManager(toast);
+    }
+
+    private void OnToastClicked(Guid entryId)
+    {
+        historyService.MarkRead(entryId);
+        var entry = historyService.Find(entryId);
+        if (entry?.Action is { } action)
+        {
+            actionDispatcher.DispatchAsync(action).SafeFireAndForget();
+        }
+    }
+
     public void Show(
         string title,
         string message,
         NotificationType appearance = NotificationType.Information,
-        TimeSpan? expiration = null
+        TimeSpan? expiration = null,
+        NotificationAction? action = null
     )
     {
-        Show(new Notification(title, message, appearance, expiration));
+        var entry = historyService.Add(
+            new NotificationHistoryEntry
+            {
+                Title = title,
+                Body = message,
+                Level = appearance.ToNotificationLevel(),
+                Action = action,
+            }
+        );
+
+        var toast = new Notification(title, message, appearance, expiration)
+        {
+            OnClick = () => OnToastClicked(entry.Id),
+        };
+
+        DispatchToWindowManager(toast);
     }
 
     public void ShowPersistent(
         string title,
         string message,
-        NotificationType appearance = NotificationType.Information
+        NotificationType appearance = NotificationType.Information,
+        NotificationAction? action = null
     )
     {
-        Show(new Notification(title, message, appearance, TimeSpan.Zero));
+        var entry = historyService.Add(
+            new NotificationHistoryEntry
+            {
+                Title = title,
+                Body = message,
+                Level = appearance.ToNotificationLevel(),
+                Action = action,
+            }
+        );
+
+        var toast = new Notification(title, message, appearance, TimeSpan.Zero)
+        {
+            OnClick = () => OnToastClicked(entry.Id),
+        };
+
+        DispatchToWindowManager(toast);
     }
 
     /// <inheritdoc />
@@ -183,7 +249,7 @@ public void ShowPersistent(
         // Log exception
         logger.Log(logLevel, exception, "{Message}", exception.Message);
 
-        Show(new Notification(exception.Message, exception.Details, appearance, TimeSpan.Zero));
+        ShowPersistent(exception.Message, exception.Details, appearance);
     }
 
     /// <inheritdoc />
@@ -200,7 +266,7 @@ public async Task<TaskResult<T>> TryAsync<T>(
         }
         catch (Exception e)
         {
-            Show(new Notification(title, message ?? e.Message, appearance));
+            Show(title, message ?? e.Message, appearance);
             return TaskResult<T>.FromException(e);
         }
     }
@@ -221,7 +287,7 @@ public async Task<TaskResult<bool>> TryAsync(
         catch (Exception e)
         {
             logger.LogError(e, "{Exception}", e);
-            Show(new Notification(title, message ?? e.Message, appearance));
+            Show(title, message ?? e.Message, appearance);
             return new TaskResult<bool>(false, e);
         }
     }
diff --git a/StabilityMatrix.Avalonia/ViewModels/Base/InferenceGenerationViewModelBase.cs b/StabilityMatrix.Avalonia/ViewModels/Base/InferenceGenerationViewModelBase.cs
index e3614d97a..0868417f9 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Base/InferenceGenerationViewModelBase.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Base/InferenceGenerationViewModelBase.cs
@@ -39,6 +39,7 @@
 using StabilityMatrix.Core.Models.Api.Comfy.WebSocketData;
 using StabilityMatrix.Core.Models.FileInterfaces;
 using StabilityMatrix.Core.Models.Inference;
+using StabilityMatrix.Core.Models.Notifications;
 using StabilityMatrix.Core.Models.PackageModification;
 using StabilityMatrix.Core.Models.Packages.Extensions;
 using StabilityMatrix.Core.Models.Settings;
@@ -411,7 +412,8 @@ await notificationService.ShowAsync(
                     Title = "Prompt Completed",
                     Body = $"Prompt [{promptTask.Id[..7].ToLower()}] completed successfully",
                     BodyImagePath = notificationImage?.FullPath,
-                }
+                },
+                action: new NavigateToPageAction(typeof(InferenceViewModel).AssemblyQualifiedName!)
             );
         }
         finally
diff --git a/StabilityMatrix.Avalonia/ViewModels/Progress/NotificationItemViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Progress/NotificationItemViewModel.cs
new file mode 100644
index 000000000..40803ef43
--- /dev/null
+++ b/StabilityMatrix.Avalonia/ViewModels/Progress/NotificationItemViewModel.cs
@@ -0,0 +1,131 @@
+using System;
+using System.Threading.Tasks;
+using Avalonia.Controls.Notifications;
+using Avalonia.Media;
+using CommunityToolkit.Mvvm.ComponentModel;
+using CommunityToolkit.Mvvm.Input;
+using StabilityMatrix.Avalonia.Extensions;
+using StabilityMatrix.Avalonia.Languages;
+using StabilityMatrix.Avalonia.Services;
+using StabilityMatrix.Avalonia.ViewModels.Base;
+using StabilityMatrix.Core.Models.Notifications;
+using StabilityMatrix.Core.Services;
+
+namespace StabilityMatrix.Avalonia.ViewModels.Progress;
+
+public partial class NotificationItemViewModel : ViewModelBase
+{
+    private readonly INotificationHistoryService historyService;
+    private readonly INotificationActionDispatcher dispatcher;
+
+    public NotificationHistoryEntry Entry { get; }
+
+    public Guid Id => Entry.Id;
+    public string Title => Entry.Title;
+    public string? Body => Entry.Body;
+    public string? BodyImagePath => Entry.BodyImagePath;
+    public bool HasBodyImage => !string.IsNullOrEmpty(Entry.BodyImagePath);
+    public bool HasBody => !string.IsNullOrEmpty(Entry.Body);
+    public DateTimeOffset Timestamp => Entry.Timestamp;
+    public NotificationType SeverityType => Entry.Level.ToNotificationType();
+
+    public IBrush SeverityBrush =>
+        Entry.Level switch
+        {
+            Core.Models.Settings.NotificationLevel.Success => Brushes.MediumSeaGreen,
+            Core.Models.Settings.NotificationLevel.Warning => Brushes.Orange,
+            Core.Models.Settings.NotificationLevel.Error => Brushes.IndianRed,
+            _ => Brushes.SteelBlue,
+        };
+
+    public bool HasAction => Entry.Action is not null;
+
+    public string ActionLabel =>
+        Entry.Action switch
+        {
+            OpenFolderAction => Resources.Action_OpenFolder,
+            NavigateToPageAction => Resources.Action_Open,
+            ToggleProgressFlyoutAction => Resources.Action_ShowActivity,
+            _ => Resources.Action_Open,
+        };
+
+    public string FormattedTimestamp => FormatRelative(Entry.Timestamp);
+
+    /// <summary>True only when there is a body to show AND the row is currently collapsed —
+    /// keeps the preview from duplicating the body shown in the expanded section.</summary>
+    public bool IsPreviewBodyVisible => HasBody && !IsExpanded;
+
+    /// <summary>Drives the leading unread-state dot. Disappears once the entry is read.</summary>
+    public bool IsUnreadIndicatorVisible => !IsRead;
+
+    /// <summary>Read entries fade slightly so the active ones pop visually.</summary>
+    public double ReadOpacity => IsRead ? 0.55 : 1.0;
+
+    [ObservableProperty]
+    private bool isExpanded;
+
+    partial void OnIsExpandedChanged(bool value) => OnPropertyChanged(nameof(IsPreviewBodyVisible));
+
+    partial void OnIsReadChanged(bool value)
+    {
+        OnPropertyChanged(nameof(IsUnreadIndicatorVisible));
+        OnPropertyChanged(nameof(ReadOpacity));
+    }
+
+    [ObservableProperty]
+    private bool isRead;
+
+    public NotificationItemViewModel(
+        NotificationHistoryEntry entry,
+        INotificationHistoryService historyService,
+        INotificationActionDispatcher dispatcher
+    )
+    {
+        Entry = entry;
+        this.historyService = historyService;
+        this.dispatcher = dispatcher;
+        isRead = entry.IsRead;
+    }
+
+    [RelayCommand]
+    private async Task InvokeActionAsync()
+    {
+        MarkRead();
+        if (Entry.Action is { } action)
+        {
+            await dispatcher.DispatchAsync(action);
+        }
+    }
+
+    [RelayCommand]
+    private void Dismiss() => historyService.Remove(Entry.Id);
+
+    [RelayCommand]
+    private void ToggleDetails()
+    {
+        IsExpanded = !IsExpanded;
+        MarkRead();
+    }
+
+    public void MarkRead()
+    {
+        if (IsRead)
+            return;
+        historyService.MarkRead(Entry.Id);
+        IsRead = true;
+    }
+
+    public void RefreshReadState() => IsRead = Entry.IsRead;
+
+    private static string FormatRelative(DateTimeOffset ts)
+    {
+        var delta = DateTimeOffset.Now - ts;
+        if (delta < TimeSpan.FromSeconds(45))
+            return Resources.Label_RelativeTime_JustNow;
+        if (delta < TimeSpan.FromMinutes(60))
+            return string.Format(Resources.Label_RelativeTime_MinutesAgo, (int)delta.TotalMinutes);
+        if (delta < TimeSpan.FromHours(24) && ts.Date == DateTimeOffset.Now.Date)
+            return ts.ToLocalTime().ToString("t");
+        return ts.ToLocalTime().ToString("g");
+    }
+}
diff --git a/StabilityMatrix.Avalonia/ViewModels/Progress/ProgressManagerViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Progress/ProgressManagerViewModel.cs
index bd932933f..e62c64c53 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Progress/ProgressManagerViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Progress/ProgressManagerViewModel.cs
@@ -9,6 +9,7 @@
 using Avalonia.Controls.Notifications;
 using Avalonia.Threading;
 using CommunityToolkit.Mvvm.ComponentModel;
+using CommunityToolkit.Mvvm.Input;
 using FluentAvalonia.UI.Controls;
 using FluentAvalonia.UI.Media.Animation;
 using FluentIcons.Common;
@@ -23,6 +24,7 @@
 using StabilityMatrix.Core.Exceptions;
 using StabilityMatrix.Core.Helper;
 using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.Notifications;
 using StabilityMatrix.Core.Models.PackageModification;
 using StabilityMatrix.Core.Models.Progress;
 using StabilityMatrix.Core.Models.Settings;
@@ -42,36 +44,151 @@ public partial class ProgressManagerViewModel : PageViewModelBase
     private readonly INotificationService notificationService;
     private readonly INavigationService<MainWindowViewModel> navigationService;
     private readonly INavigationService<SettingsViewModel> settingsNavService;
+    private readonly INotificationHistoryService notificationHistory;
+    private readonly INotificationActionDispatcher actionDispatcher;
 
-    public override string Title => "Download Manager";
+    public override string Title => Resources.Label_Activity;
 
     public override IconSource IconSource =>
-        new SymbolIconSource { Symbol = Symbol.ArrowCircleDown, IconVariant = IconVariant.Filled };
+        new SymbolIconSource { Symbol = Symbol.History, IconVariant = IconVariant.Filled };
 
     public AvaloniaList<ProgressItemViewModelBase> ProgressItems { get; } = new();
 
+    public AvaloniaList<NotificationItemViewModel> NotificationItems { get; } = new();
+
     [ObservableProperty]
     private bool isOpen;
 
+    [ObservableProperty]
+    private int unreadNotificationCount;
+
+    [ObservableProperty]
+    private int selectedTabIndex;
+
+    /// <summary>
+    /// Pick the most-useful tab to show on flyout open: stay on In Progress if there's any active
+    /// download/install, otherwise jump to Notifications when only history is present.
+    /// </summary>
+    public void RecomputePreferredTab()
+    {
+        if (ProgressItems.Count == 0 && NotificationItems.Count > 0)
+        {
+            SelectedTabIndex = 1;
+        }
+        else
+        {
+            SelectedTabIndex = 0;
+        }
+    }
+
+    /// <summary>True when either tab has any content — used to decide whether the footer flyout is reachable.</summary>
+    public bool HasAnyContent => ProgressItems.Count > 0 || NotificationItems.Count > 0;
+
+    /// <summary>Combined counter rendered in the footer InfoBadge.</summary>
+    public int TotalBadgeCount => ProgressItems.Count + UnreadNotificationCount;
+
+    /// <summary>Explicit bool so the InfoBadge can hide cleanly when nothing is pending.</summary>
+    public bool IsBadgeVisible => TotalBadgeCount > 0;
+
     public ProgressManagerViewModel(
         ITrackedDownloadService trackedDownloadService,
         INotificationService notificationService,
         INavigationService<MainWindowViewModel> navigationService,
-        INavigationService<SettingsViewModel> settingsNavService
+        INavigationService<SettingsViewModel> settingsNavService,
+        INotificationHistoryService notificationHistory,
+        INotificationActionDispatcher actionDispatcher
     )
     {
         this.trackedDownloadService = trackedDownloadService;
         this.notificationService = notificationService;
         this.navigationService = navigationService;
         this.settingsNavService = settingsNavService;
+        this.notificationHistory = notificationHistory;
+        this.actionDispatcher = actionDispatcher;
 
         // Attach to the event
         trackedDownloadService.DownloadAdded += TrackedDownloadService_OnDownloadAdded;
         EventManager.Instance.ToggleProgressFlyout += (_, _) => IsOpen = !IsOpen;
         EventManager.Instance.PackageInstallProgressAdded += InstanceOnPackageInstallProgressAdded;
         EventManager.Instance.RecommendedModelsDialogClosed += InstanceOnRecommendedModelsDialogClosed;
+
+        // Hydrate notifications (entries are stored newest-first)
+        foreach (var entry in notificationHistory.Entries)
+        {
+            NotificationItems.Add(
+                new NotificationItemViewModel(entry, notificationHistory, actionDispatcher)
+            );
+        }
+        notificationHistory.EntryAdded += OnHistoryEntryAdded;
+        notificationHistory.EntriesChanged += OnHistoryChanged;
+        ProgressItems.CollectionChanged += (_, _) =>
+        {
+            OnPropertyChanged(nameof(HasAnyContent));
+            OnPropertyChanged(nameof(TotalBadgeCount));
+            OnPropertyChanged(nameof(IsBadgeVisible));
+        };
+        NotificationItems.CollectionChanged += (_, _) =>
+        {
+            OnPropertyChanged(nameof(HasAnyContent));
+        };
+        UnreadNotificationCount = notificationHistory.UnreadCount;
+    }
+
+    private void OnHistoryEntryAdded(object? sender, NotificationHistoryEntry entry)
+    {
+        Dispatcher.UIThread.Post(() =>
+        {
+            NotificationItems.Insert(
+                0,
+                new NotificationItemViewModel(entry, notificationHistory, actionDispatcher)
+            );
+
+            // The service evicts the oldest entry (from the tail) once it hits its cap; mirror
+            // that here so the UI list stays in sync instead of growing unbounded.
+            while (NotificationItems.Count > notificationHistory.Entries.Count)
+            {
+                NotificationItems.RemoveAt(NotificationItems.Count - 1);
+            }
+
+            UnreadNotificationCount = notificationHistory.UnreadCount;
+        });
+    }
+
+    private void OnHistoryChanged(object? sender, EventArgs e)
+    {
+        Dispatcher.UIThread.Post(() =>
+        {
+            // Drop any entries that were evicted from the underlying service
+            var liveIds = notificationHistory.Entries.Select(x => x.Id).ToHashSet();
+            for (var i = NotificationItems.Count - 1; i >= 0; i--)
+            {
+                if (!liveIds.Contains(NotificationItems[i].Id))
+                {
+                    NotificationItems.RemoveAt(i);
+                }
+            }
+
+            foreach (var item in NotificationItems)
+            {
+                item.RefreshReadState();
+            }
+
+            UnreadNotificationCount = notificationHistory.UnreadCount;
+        });
+    }
+
+    partial void OnUnreadNotificationCountChanged(int value)
+    {
+        OnPropertyChanged(nameof(TotalBadgeCount));
+        OnPropertyChanged(nameof(IsBadgeVisible));
     }
 
+    [RelayCommand]
+    private void ClearNotifications() => notificationHistory.Clear();
+
+    [RelayCommand]
+    private void MarkAllNotificationsRead() => notificationHistory.MarkAllRead();
+
     private void InstanceOnRecommendedModelsDialogClosed(object? sender, EventArgs e)
     {
         var vm = ProgressItems.OfType<PackageInstallProgressItemViewModel>().FirstOrDefault();
@@ -109,7 +226,8 @@ private void TrackedDownloadService_OnDownloadAdded(object? sender, TrackedDownl
                                 Title = "Download Completed",
                                 Body = $"Download of {e.FileName} completed successfully.",
                                 BodyImagePath = imageFile?.FullPath,
-                            }
+                            },
+                            action: new OpenFolderAction(e.DownloadDirectory.FullPath)
                         )
                         .SafeFireAndForget();
 
@@ -158,7 +276,8 @@ await notificationService.ShowPersistentAsync(
                                         Title = "Download Disabled",
                                         Body =
                                             $"The creator of {e.FileName} has disabled downloads on this file",
-                                    }
+                                    },
+                                    action: new ToggleProgressFlyoutAction()
                                 )
                             );
                             return;
@@ -172,7 +291,8 @@ await notificationService.ShowPersistentAsync(
                             {
                                 Title = "Download Failed",
                                 Body = $"Download of {e.FileName} failed: {msg}",
-                            }
+                            },
+                            action: new ToggleProgressFlyoutAction()
                         )
                     );
 
diff --git a/StabilityMatrix.Avalonia/Views/MainWindow.axaml b/StabilityMatrix.Avalonia/Views/MainWindow.axaml
index 28a973687..53cbf7a4c 100644
--- a/StabilityMatrix.Avalonia/Views/MainWindow.axaml
+++ b/StabilityMatrix.Avalonia/Views/MainWindow.axaml
@@ -139,14 +139,20 @@
                         </ui:NavigationViewItem.IconSource>
                     </ui:NavigationViewItem>
 
-                    <!--  Download flyout  -->
+                    <!--  Activity flyout (downloads + notifications)  -->
                     <ui:NavigationViewItem
                         Name="FooterDownloadItem"
-                        Content="{x:Static lang:Resources.Label_Downloads}"
+                        Content="{x:Static lang:Resources.Label_Activity}"
                         DataContext="{Binding ProgressManagerViewModel}"
                         IconSource="{Binding IconSource}"
-                        IsVisible="{Binding !!ProgressItems.Count}"
                         Tapped="FooterDownloadItem_OnTapped">
+                        <ui:NavigationViewItem.Styles>
+                            <!--  Override the baked-in FlyoutPresenter MaxWidth (~456) so the activity panel can grow  -->
+                            <Style Selector="FlyoutPresenter">
+                                <Setter Property="MaxWidth" Value="800" />
+                                <Setter Property="MaxHeight" Value="600" />
+                            </Style>
+                        </ui:NavigationViewItem.Styles>
                         <ui:NavigationViewItem.ContextFlyout>
                             <controls:BetterFlyout
                                 Content="{Binding}"
@@ -155,7 +161,7 @@
                                 VerticalScrollBarVisibility="Auto" />
                         </ui:NavigationViewItem.ContextFlyout>
                         <ui:NavigationViewItem.InfoBadge>
-                            <ui:InfoBadge IsVisible="{Binding !!ProgressItems.Count}" Value="{Binding ProgressItems.Count}" />
+                            <ui:InfoBadge IsVisible="{Binding IsBadgeVisible}" Value="{Binding TotalBadgeCount}" />
                         </ui:NavigationViewItem.InfoBadge>
                     </ui:NavigationViewItem>
                 </StackPanel>
@@ -178,11 +184,12 @@
             Target="{Binding #FooterUpdateItem}" />
 
         <ui:TeachingTip
-            Name="DownloadsTeachingTip"
-            Title="{x:Static lang:Resources.Label_Downloads}"
+            Name="ActivityTeachingTip"
+            Title="{x:Static lang:Resources.TeachingTip_ActivityCenter_Title}"
             Grid.Row="2"
             Grid.RowSpan="2"
             PreferredPlacement="Right"
+            Subtitle="{x:Static lang:Resources.TeachingTip_ActivityCenter_Subtitle}"
             Target="{Binding #FooterDownloadItem}" />
     </Grid>
 </controls:AppWindowBase>
diff --git a/StabilityMatrix.Avalonia/Views/MainWindow.axaml.cs b/StabilityMatrix.Avalonia/Views/MainWindow.axaml.cs
index dc51d0f15..eeaf75f86 100644
--- a/StabilityMatrix.Avalonia/Views/MainWindow.axaml.cs
+++ b/StabilityMatrix.Avalonia/Views/MainWindow.axaml.cs
@@ -20,6 +20,7 @@
 using Avalonia.Platform;
 using Avalonia.Styling;
 using Avalonia.Threading;
+using Avalonia.VisualTree;
 using FluentAvalonia.Styling;
 using FluentAvalonia.UI.Controls;
 using FluentAvalonia.UI.Media;
@@ -34,6 +35,7 @@
 using StabilityMatrix.Avalonia.Services;
 using StabilityMatrix.Avalonia.ViewModels;
 using StabilityMatrix.Avalonia.ViewModels.Base;
+using StabilityMatrix.Avalonia.ViewModels.Progress;
 using StabilityMatrix.Core.Extensions;
 using StabilityMatrix.Core.Helper;
 using StabilityMatrix.Core.Models.Settings;
@@ -163,10 +165,10 @@ private void StartupInitialize(
         navigationService.TypedNavigation += NavigationService_OnTypedNavigation;
 
         EventManager.Instance.ToggleProgressFlyout += (_, _) => progressFlyout?.Hide();
+        EventManager.Instance.ShowProgressFlyout += (_, _) => ShowProgressFlyout();
         EventManager.Instance.CultureChanged += (_, _) => SetDefaultFonts();
         EventManager.Instance.UpdateAvailable += OnUpdateAvailable;
         EventManager.Instance.NavigateAndFindCivitModelRequested += OnNavigateAndFindCivitModelRequested;
-        EventManager.Instance.DownloadsTeachingTipRequested += InstanceOnDownloadsTeachingTipRequested;
 
         SetDefaultFonts();
 
@@ -247,26 +249,6 @@ private void StartupInitialize(
         }
     }
 
-    private void InstanceOnDownloadsTeachingTipRequested(object? sender, EventArgs e)
-    {
-        Dispatcher.UIThread.Post(() =>
-        {
-            if (
-                !settingsManager.Settings.SeenTeachingTips.Contains(
-                    Core.Models.Settings.TeachingTip.DownloadsTip
-                )
-            )
-            {
-                var target = this.FindControl<NavigationViewItem>("FooterDownloadItem")!;
-                var tip = this.FindControl<TeachingTip>("DownloadsTeachingTip")!;
-
-                tip.Target = target;
-                tip.Subtitle = Languages.Resources.TeachingTip_DownloadsExplanation;
-                tip.IsOpen = true;
-            }
-        });
-    }
-
     private void OnNavigateAndFindCivitModelRequested(object? sender, int e)
     {
         navigationService.NavigateTo<CheckpointBrowserViewModel>();
@@ -292,8 +274,48 @@ protected override void OnOpened(EventArgs e)
         {
             TryEnableMicaEffect();
         }
+
+        MaybeShowActivityCenterTipAsync().SafeFireAndForget();
+    }
+
+    private async Task MaybeShowActivityCenterTipAsync()
+    {
+        if (
+            settingsManager.Settings.SeenTeachingTips.Contains(
+                Core.Models.Settings.TeachingTip.ActivityCenterTip
+            )
+        )
+            return;
+
+        // Let the window settle and any first-run dialogs come up first
+        await Task.Delay(TimeSpan.FromSeconds(3));
+
+        Dispatcher.UIThread.Post(() =>
+        {
+            // Skip if a content dialog is currently open (first-run setup etc)
+            if (IsAnyDialogVisible())
+                return;
+
+            var target = this.FindControl<NavigationViewItem>("FooterDownloadItem");
+            var tip = this.FindControl<TeachingTip>("ActivityTeachingTip");
+            if (target == null || tip == null)
+                return;
+
+            tip.Target = target;
+            tip.IsOpen = true;
+
+            settingsManager.Transaction(s =>
+                s.SeenTeachingTips.Add(Core.Models.Settings.TeachingTip.ActivityCenterTip)
+            );
+        });
     }
 
+    private bool IsAnyDialogVisible() =>
+        this.FindDescendantOfType<DialogHost>()
+            ?.GetVisualDescendants()
+            .OfType<BetterContentDialog>()
+            .Any(d => d.IsVisible) ?? false;
+
     protected override void OnClosing(WindowClosingEventArgs e)
     {
         // Show confirmation if package running
@@ -513,12 +535,38 @@ out var value
     private void FooterDownloadItem_OnTapped(object? sender, TappedEventArgs e)
     {
         var item = sender as NavigationViewItem;
+        if (item?.DataContext is ProgressManagerViewModel progressVm)
+        {
+            progressVm.RecomputePreferredTab();
+        }
         var flyout = item!.ContextFlyout;
         flyout!.ShowAt(item);
 
         progressFlyout = flyout;
     }
 
+    /// <summary>Programmatically opens the activity flyout at the footer item (used by
+    /// notification actions like a failed download that want to surface the panel).</summary>
+    private void ShowProgressFlyout()
+    {
+        Dispatcher.UIThread.Post(() =>
+        {
+            if (this.FindControl<NavigationViewItem>("FooterDownloadItem") is not { } item)
+                return;
+
+            if (item.DataContext is ProgressManagerViewModel progressVm)
+            {
+                progressVm.RecomputePreferredTab();
+            }
+
+            if (item.ContextFlyout is { } flyout)
+            {
+                flyout.ShowAt(item);
+                progressFlyout = flyout;
+            }
+        });
+    }
+
     private async void FooterUpdateItem_OnTapped(object? sender, TappedEventArgs e)
     {
         // show update window thing
diff --git a/StabilityMatrix.Avalonia/Views/ProgressManagerPage.axaml b/StabilityMatrix.Avalonia/Views/ProgressManagerPage.axaml
index 87dfbadc7..e01bf31cc 100644
--- a/StabilityMatrix.Avalonia/Views/ProgressManagerPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/ProgressManagerPage.axaml
@@ -1,284 +1,399 @@
-<controls:UserControlBase
+<controls:UserControlBase
     x:Class="StabilityMatrix.Avalonia.Views.ProgressManagerPage"
     xmlns="https://github.com/avaloniaui"
     xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
     xmlns:controls="clr-namespace:StabilityMatrix.Avalonia.Controls"
     xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
+    xmlns:lang="clr-namespace:StabilityMatrix.Avalonia.Languages"
     xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
     xmlns:mocks="clr-namespace:StabilityMatrix.Avalonia.DesignData"
     xmlns:progress="clr-namespace:StabilityMatrix.Avalonia.ViewModels.Progress"
     xmlns:ui="using:FluentAvalonia.UI.Controls"
     xmlns:vmBase="clr-namespace:StabilityMatrix.Avalonia.ViewModels.Base"
-    MaxHeight="550"
+    Width="550"
+    Height="550"
     d:DataContext="{x:Static mocks:DesignData.ProgressManagerViewModel}"
     d:DesignHeight="550"
-    d:DesignWidth="450"
+    d:DesignWidth="550"
     x:DataType="progress:ProgressManagerViewModel"
     mc:Ignorable="d">
-    <Grid RowDefinitions="Auto, *">
-        <TextBlock
-            Grid.Row="0"
-            VerticalAlignment="Center"
-            FontSize="16"
-            Text="Downloads"
-            TextAlignment="Left"
-            TextDecorations="Underline" />
-        <Button
-            Grid.Row="0"
-            Margin="0,0,8,0"
-            Padding="4"
-            HorizontalAlignment="Right"
-            Classes="transparent"
-            Command="{Binding ClearDownloads}"
-            Content="Clear Finished"
-            IsVisible="{Binding !!ProgressItems.Count}" />
+    <TabControl Padding="4" SelectedIndex="{Binding SelectedTabIndex, Mode=TwoWay}">
+        <TabItem Header="{x:Static lang:Resources.Label_InProgress}">
+            <Grid RowDefinitions="Auto, *">
+                <Button
+                    Grid.Row="0"
+                    Margin="0,0,8,4"
+                    Padding="4"
+                    HorizontalAlignment="Right"
+                    Classes="transparent"
+                    Command="{Binding ClearDownloads}"
+                    Content="Clear Finished"
+                    IsVisible="{Binding !!ProgressItems.Count}" />
 
-        <ScrollViewer Grid.Row="1" Margin="0,4,0,0">
-            <ItemsControl ItemsSource="{Binding ProgressItems, Mode=OneWay}">
-                <ItemsControl.DataTemplates>
+                <ScrollViewer Grid.Row="1" Margin="0,4,0,0">
+                    <ItemsControl ItemsSource="{Binding ProgressItems, Mode=OneWay}">
+                        <ItemsControl.DataTemplates>
 
-                    <DataTemplate DataType="{x:Type vmBase:PausableProgressItemViewModelBase}">
-                        <Border
-                            Margin="4"
-                            Padding="8"
-                            Background="#22000000"
-                            BorderBrush="#33000000"
-                            BorderThickness="2"
-                            CornerRadius="8">
-                            <Grid ColumnDefinitions="Auto,*" RowDefinitions="Auto,Auto">
-                                <Grid
-                                    Grid.Row="0"
-                                    Grid.Column="0"
-                                    Margin="0,0,8,0"
-                                    RowDefinitions="Auto, Auto">
-                                    <TextBlock
-                                        MaxWidth="300"
-                                        HorizontalAlignment="Left"
-                                        Text="{Binding Name, Mode=OneWay}"
-                                        TextTrimming="CharacterEllipsis"
-                                        TextWrapping="NoWrap" />
+                            <DataTemplate DataType="{x:Type vmBase:PausableProgressItemViewModelBase}">
+                                <Border
+                                    Margin="4"
+                                    Padding="8"
+                                    Background="#22000000"
+                                    BorderBrush="#33000000"
+                                    BorderThickness="2"
+                                    CornerRadius="8">
+                                    <Grid ColumnDefinitions="Auto,*" RowDefinitions="Auto,Auto">
+                                        <Grid
+                                            Grid.Row="0"
+                                            Grid.Column="0"
+                                            Margin="0,0,8,0"
+                                            RowDefinitions="Auto, Auto">
+                                            <TextBlock
+                                                MaxWidth="300"
+                                                HorizontalAlignment="Left"
+                                                Text="{Binding Name, Mode=OneWay}"
+                                                TextTrimming="CharacterEllipsis"
+                                                TextWrapping="NoWrap" />
 
-                                    <!--  non-indeterminate progress  -->
-                                    <StackPanel
-                                        Grid.Row="1"
-                                        IsVisible="{Binding !Progress.IsIndeterminate}"
-                                        Orientation="Horizontal">
-                                        <TextBlock
-                                            MaxWidth="200"
-                                            Margin="0,0"
-                                            Text="{Binding Progress.Text, Mode=OneWay}"
-                                            TextTrimming="CharacterEllipsis"
-                                            TextWrapping="NoWrap" />
-                                        <TextBlock Margin="4,0,0,0" IsVisible="{Binding !IsCompleted}">
-                                            <Run Text="{Binding Progress.Value, Mode=OneWay}" /><Run Text="%" />
-                                            <Run Text=" - " />
-                                            <Run Foreground="Lime" Text="{Binding Progress.FormattedDownloadSpeed}" />
-                                        </TextBlock>
+                                            <!--  non-indeterminate progress  -->
+                                            <StackPanel
+                                                Grid.Row="1"
+                                                IsVisible="{Binding !Progress.IsIndeterminate}"
+                                                Orientation="Horizontal">
+                                                <TextBlock
+                                                    MaxWidth="200"
+                                                    Margin="0,0"
+                                                    Text="{Binding Progress.Text, Mode=OneWay}"
+                                                    TextTrimming="CharacterEllipsis"
+                                                    TextWrapping="NoWrap" />
+                                                <TextBlock Margin="4,0,0,0" IsVisible="{Binding !IsCompleted}">
+                                                    <Run Text="{Binding Progress.Value, Mode=OneWay}" /><Run Text="%" />
+                                                    <Run Text=" - " />
+                                                    <Run Foreground="Lime" Text="{Binding Progress.FormattedDownloadSpeed}" />
+                                                </TextBlock>
 
-                                    </StackPanel>
+                                            </StackPanel>
 
-                                    <!--  indeterminate progress  -->
-                                    <TextBlock
-                                        Grid.Row="1"
-                                        MaxWidth="200"
-                                        Margin="0,4"
-                                        IsVisible="{Binding Progress.IsIndeterminate}"
-                                        Text="{Binding Progress.Text, Mode=OneWay}"
-                                        TextTrimming="CharacterEllipsis"
-                                        TextWrapping="NoWrap" />
-                                </Grid>
+                                            <!--  indeterminate progress  -->
+                                            <TextBlock
+                                                Grid.Row="1"
+                                                MaxWidth="200"
+                                                Margin="0,4"
+                                                IsVisible="{Binding Progress.IsIndeterminate}"
+                                                Text="{Binding Progress.Text, Mode=OneWay}"
+                                                TextTrimming="CharacterEllipsis"
+                                                TextWrapping="NoWrap" />
+                                        </Grid>
 
 
-                                <!--  Buttons  -->
-                                <StackPanel
-                                    Grid.Row="0"
-                                    Grid.Column="1"
-                                    HorizontalAlignment="Right"
-                                    Orientation="Horizontal">
-                                    <ToggleButton
-                                        Name="PauseResumeToggleButton"
-                                        Classes="transparent-full"
-                                        Command="{Binding TogglePauseResumeCommand}"
-                                        IsChecked="{Binding IsPaused}"
-                                        IsVisible="{Binding CanPauseResume}">
-                                        <Panel>
-                                            <ui:SymbolIcon IsVisible="{Binding ElementName=PauseResumeToggleButton, Path=!IsChecked}" Symbol="Pause" />
-                                            <ui:SymbolIcon IsVisible="{Binding ElementName=PauseResumeToggleButton, Path=IsChecked}" Symbol="Play" />
-                                        </Panel>
-                                    </ToggleButton>
+                                        <!--  Buttons  -->
+                                        <StackPanel
+                                            Grid.Row="0"
+                                            Grid.Column="1"
+                                            HorizontalAlignment="Right"
+                                            Orientation="Horizontal">
+                                            <ToggleButton
+                                                Name="PauseResumeToggleButton"
+                                                Classes="transparent-full"
+                                                Command="{Binding TogglePauseResumeCommand}"
+                                                IsChecked="{Binding IsPaused}"
+                                                IsVisible="{Binding CanPauseResume}">
+                                                <Panel>
+                                                    <ui:SymbolIcon IsVisible="{Binding ElementName=PauseResumeToggleButton, Path=!IsChecked}" Symbol="Pause" />
+                                                    <ui:SymbolIcon IsVisible="{Binding ElementName=PauseResumeToggleButton, Path=IsChecked}" Symbol="Play" />
+                                                </Panel>
+                                            </ToggleButton>
 
-                                    <Button
-                                        Classes="transparent-full"
-                                        Command="{Binding CancelCommand}"
-                                        IsVisible="{Binding CanCancel}">
-                                        <ui:SymbolIcon Symbol="Cancel" />
-                                    </Button>
+                                            <Button
+                                                Classes="transparent-full"
+                                                Command="{Binding CancelCommand}"
+                                                IsVisible="{Binding CanCancel}">
+                                                <ui:SymbolIcon Symbol="Cancel" />
+                                            </Button>
 
-                                    <!--  Retry button: only visible when download is in Failed state  -->
-                                    <Button
-                                        Classes="transparent-full"
-                                        Command="{Binding RetryCommand}"
-                                        IsVisible="{Binding CanRetry}"
-                                        ToolTip.Tip="Retry download">
-                                        <ui:SymbolIcon Symbol="Refresh" />
-                                    </Button>
+                                            <!--  Retry button: only visible when download is in Failed state  -->
+                                            <Button
+                                                Classes="transparent-full"
+                                                Command="{Binding RetryCommand}"
+                                                IsVisible="{Binding CanRetry}"
+                                                ToolTip.Tip="Retry download">
+                                                <ui:SymbolIcon Symbol="Refresh" />
+                                            </Button>
 
-                                    <!--  Dismiss button: cleans up sidecar files for failed downloads that won't be retried  -->
-                                    <Button
-                                        Classes="transparent-full"
-                                        Command="{Binding DismissCommand}"
-                                        IsVisible="{Binding CanDismiss}"
-                                        ToolTip.Tip="Dismiss and clean up">
-                                        <ui:SymbolIcon Symbol="Delete" />
-                                    </Button>
-                                </StackPanel>
+                                            <!--  Dismiss button: cleans up sidecar files for failed downloads that won't be retried  -->
+                                            <Button
+                                                Classes="transparent-full"
+                                                Command="{Binding DismissCommand}"
+                                                IsVisible="{Binding CanDismiss}"
+                                                ToolTip.Tip="Dismiss and clean up">
+                                                <ui:SymbolIcon Symbol="Delete" />
+                                            </Button>
+                                        </StackPanel>
 
-                                <ProgressBar
-                                    Grid.Row="1"
-                                    Grid.Column="0"
-                                    Grid.ColumnSpan="2"
-                                    Margin="0,8,0,4"
-                                    IsIndeterminate="{Binding Progress.IsIndeterminate}"
-                                    Value="{Binding Progress.Value, Mode=OneWay}">
-                                    <ProgressBar.Transitions>
-                                        <Transitions>
-                                            <DoubleTransition Property="Value" Duration="00:00:00.150">
-                                                <DoubleTransition.Easing>
-                                                    <SineEaseInOut />
-                                                </DoubleTransition.Easing>
-                                            </DoubleTransition>
-                                        </Transitions>
-                                    </ProgressBar.Transitions>
-                                </ProgressBar>
-                            </Grid>
-                        </Border>
-                    </DataTemplate>
+                                        <ProgressBar
+                                            Grid.Row="1"
+                                            Grid.Column="0"
+                                            Grid.ColumnSpan="2"
+                                            Margin="0,8,0,4"
+                                            IsIndeterminate="{Binding Progress.IsIndeterminate}"
+                                            Value="{Binding Progress.Value, Mode=OneWay}">
+                                            <ProgressBar.Transitions>
+                                                <Transitions>
+                                                    <DoubleTransition Property="Value" Duration="00:00:00.150">
+                                                        <DoubleTransition.Easing>
+                                                            <SineEaseInOut />
+                                                        </DoubleTransition.Easing>
+                                                    </DoubleTransition>
+                                                </Transitions>
+                                            </ProgressBar.Transitions>
+                                        </ProgressBar>
+                                    </Grid>
+                                </Border>
+                            </DataTemplate>
 
-                    <DataTemplate DataType="{x:Type progress:ProgressItemViewModel}">
-                        <Border
-                            Margin="4"
-                            Padding="8"
-                            Background="#22000000"
-                            BorderBrush="#33000000"
-                            BorderThickness="2"
-                            CornerRadius="8">
-                            <Grid ColumnDefinitions="*,Auto" RowDefinitions="*,Auto">
-                                <StackPanel Grid.Row="0" Grid.Column="0">
-                                    <TextBlock Margin="0,0" Text="{Binding Name, Mode=OneWay}" />
+                            <DataTemplate DataType="{x:Type progress:ProgressItemViewModel}">
+                                <Border
+                                    Margin="4"
+                                    Padding="8"
+                                    Background="#22000000"
+                                    BorderBrush="#33000000"
+                                    BorderThickness="2"
+                                    CornerRadius="8">
+                                    <Grid ColumnDefinitions="*,Auto" RowDefinitions="*,Auto">
+                                        <StackPanel Grid.Row="0" Grid.Column="0">
+                                            <TextBlock Margin="0,0" Text="{Binding Name, Mode=OneWay}" />
 
-                                    <!--  non-indeterminate progress  -->
-                                    <TextBlock
-                                        MaxWidth="250"
-                                        Margin="0,0"
-                                        HorizontalAlignment="Left"
-                                        IsVisible="{Binding !Progress.IsIndeterminate}">
-                                        <Run Text="{Binding Progress.Text, Mode=OneWay}" />
-                                        <Run Text="{Binding Progress.Value, Mode=OneWay}" /><Run Text="%" />
-                                    </TextBlock>
+                                            <!--  non-indeterminate progress  -->
+                                            <TextBlock
+                                                MaxWidth="250"
+                                                Margin="0,0"
+                                                HorizontalAlignment="Left"
+                                                IsVisible="{Binding !Progress.IsIndeterminate}">
+                                                <Run Text="{Binding Progress.Text, Mode=OneWay}" />
+                                                <Run Text="{Binding Progress.Value, Mode=OneWay}" /><Run Text="%" />
+                                            </TextBlock>
 
-                                    <!--  indeterminate progress  -->
-                                    <TextBlock
-                                        MaxWidth="250"
-                                        Margin="0,4"
-                                        HorizontalAlignment="Left"
-                                        IsVisible="{Binding Progress.IsIndeterminate}"
-                                        Text="{Binding Progress.Text, Mode=OneWay}" />
-                                </StackPanel>
+                                            <!--  indeterminate progress  -->
+                                            <TextBlock
+                                                MaxWidth="250"
+                                                Margin="0,4"
+                                                HorizontalAlignment="Left"
+                                                IsVisible="{Binding Progress.IsIndeterminate}"
+                                                Text="{Binding Progress.Text, Mode=OneWay}" />
+                                        </StackPanel>
 
-                                <ProgressBar
-                                    Grid.Row="1"
-                                    Grid.Column="0"
-                                    Grid.ColumnSpan="2"
-                                    Margin="0,8,0,4"
-                                    IsIndeterminate="{Binding Progress.IsIndeterminate}"
-                                    Value="{Binding Progress.Value, Mode=OneWay}">
-                                    <ProgressBar.Transitions>
-                                        <Transitions>
-                                            <DoubleTransition Property="Value" Duration="00:00:00.150">
-                                                <DoubleTransition.Easing>
-                                                    <SineEaseInOut />
-                                                </DoubleTransition.Easing>
-                                            </DoubleTransition>
-                                        </Transitions>
-                                    </ProgressBar.Transitions>
-                                </ProgressBar>
-                            </Grid>
-                        </Border>
-                    </DataTemplate>
+                                        <ProgressBar
+                                            Grid.Row="1"
+                                            Grid.Column="0"
+                                            Grid.ColumnSpan="2"
+                                            Margin="0,8,0,4"
+                                            IsIndeterminate="{Binding Progress.IsIndeterminate}"
+                                            Value="{Binding Progress.Value, Mode=OneWay}">
+                                            <ProgressBar.Transitions>
+                                                <Transitions>
+                                                    <DoubleTransition Property="Value" Duration="00:00:00.150">
+                                                        <DoubleTransition.Easing>
+                                                            <SineEaseInOut />
+                                                        </DoubleTransition.Easing>
+                                                    </DoubleTransition>
+                                                </Transitions>
+                                            </ProgressBar.Transitions>
+                                        </ProgressBar>
+                                    </Grid>
+                                </Border>
+                            </DataTemplate>
 
-                    <DataTemplate DataType="{x:Type progress:PackageInstallProgressItemViewModel}">
-                        <Border
-                            Margin="4"
-                            Padding="8"
-                            Background="#22000000"
-                            BorderBrush="#33000000"
-                            BorderThickness="2"
-                            CornerRadius="8">
-                            <Grid ColumnDefinitions="*,Auto" RowDefinitions="*,Auto">
+                            <DataTemplate DataType="{x:Type progress:PackageInstallProgressItemViewModel}">
+                                <Border
+                                    Margin="4"
+                                    Padding="8"
+                                    Background="#22000000"
+                                    BorderBrush="#33000000"
+                                    BorderThickness="2"
+                                    CornerRadius="8">
+                                    <Grid ColumnDefinitions="*,Auto" RowDefinitions="*,Auto">
 
-                                <StackPanel Grid.Row="0" Grid.Column="0">
-                                    <TextBlock
-                                        MaxWidth="300"
-                                        Margin="0,0"
-                                        HorizontalAlignment="Left"
-                                        Text="{Binding Progress.Text, Mode=OneWay}"
-                                        TextTrimming="CharacterEllipsis"
-                                        TextWrapping="NoWrap" />
+                                        <StackPanel Grid.Row="0" Grid.Column="0">
+                                            <TextBlock
+                                                MaxWidth="300"
+                                                Margin="0,0"
+                                                HorizontalAlignment="Left"
+                                                Text="{Binding Progress.Text, Mode=OneWay}"
+                                                TextTrimming="CharacterEllipsis"
+                                                TextWrapping="NoWrap" />
 
-                                    <!--  non-indeterminate progress  -->
-                                    <TextBlock
-                                        MaxWidth="300"
-                                        Margin="0,4"
-                                        HorizontalAlignment="Left"
-                                        IsVisible="{Binding !Progress.IsIndeterminate}">
-                                        <Run Text="{Binding Progress.Description, Mode=OneWay}" />
-                                        <Run Text="{Binding Progress.Value, Mode=OneWay}" /><Run Text="%" />
-                                    </TextBlock>
+                                            <!--  non-indeterminate progress  -->
+                                            <TextBlock
+                                                MaxWidth="300"
+                                                Margin="0,4"
+                                                HorizontalAlignment="Left"
+                                                IsVisible="{Binding !Progress.IsIndeterminate}">
+                                                <Run Text="{Binding Progress.Description, Mode=OneWay}" />
+                                                <Run Text="{Binding Progress.Value, Mode=OneWay}" /><Run Text="%" />
+                                            </TextBlock>
 
-                                    <!--  indeterminate progress  -->
-                                    <TextBlock
-                                        MinWidth="300"
-                                        MaxWidth="300"
-                                        Margin="0,4"
-                                        HorizontalAlignment="Left"
-                                        IsVisible="{Binding Progress.IsIndeterminate}"
-                                        Text="{Binding Progress.Description, Mode=OneWay}" />
-                                </StackPanel>
+                                            <!--  indeterminate progress  -->
+                                            <TextBlock
+                                                MinWidth="300"
+                                                MaxWidth="300"
+                                                Margin="0,4"
+                                                HorizontalAlignment="Left"
+                                                IsVisible="{Binding Progress.IsIndeterminate}"
+                                                Text="{Binding Progress.Description, Mode=OneWay}" />
+                                        </StackPanel>
 
 
-                                <!--  Buttons  -->
-                                <Button
-                                    Grid.Row="0"
-                                    Grid.Column="1"
-                                    Margin="8,0"
-                                    Classes="transparent-full"
-                                    Command="{Binding ShowProgressDialog}"
-                                    ToolTip.Tip="Show Progress Dialog">
-                                    <ui:SymbolIcon Symbol="Open" />
-                                </Button>
+                                        <!--  Buttons  -->
+                                        <Button
+                                            Grid.Row="0"
+                                            Grid.Column="1"
+                                            Margin="8,0"
+                                            Classes="transparent-full"
+                                            Command="{Binding ShowProgressDialog}"
+                                            ToolTip.Tip="Show Progress Dialog">
+                                            <ui:SymbolIcon Symbol="Open" />
+                                        </Button>
 
-                                <ProgressBar
-                                    Grid.Row="1"
-                                    Grid.Column="0"
-                                    Grid.ColumnSpan="2"
-                                    Margin="0,8,0,4"
-                                    IsIndeterminate="{Binding Progress.IsIndeterminate}"
-                                    Value="{Binding Progress.Value, Mode=OneWay}">
-                                    <ProgressBar.Transitions>
-                                        <Transitions>
-                                            <DoubleTransition Property="Value" Duration="00:00:00.150">
-                                                <DoubleTransition.Easing>
-                                                    <SineEaseInOut />
-                                                </DoubleTransition.Easing>
-                                            </DoubleTransition>
-                                        </Transitions>
-                                    </ProgressBar.Transitions>
-                                </ProgressBar>
-                            </Grid>
-                        </Border>
-                    </DataTemplate>
-                </ItemsControl.DataTemplates>
-            </ItemsControl>
-        </ScrollViewer>
-    </Grid>
+                                        <ProgressBar
+                                            Grid.Row="1"
+                                            Grid.Column="0"
+                                            Grid.ColumnSpan="2"
+                                            Margin="0,8,0,4"
+                                            IsIndeterminate="{Binding Progress.IsIndeterminate}"
+                                            Value="{Binding Progress.Value, Mode=OneWay}">
+                                            <ProgressBar.Transitions>
+                                                <Transitions>
+                                                    <DoubleTransition Property="Value" Duration="00:00:00.150">
+                                                        <DoubleTransition.Easing>
+                                                            <SineEaseInOut />
+                                                        </DoubleTransition.Easing>
+                                                    </DoubleTransition>
+                                                </Transitions>
+                                            </ProgressBar.Transitions>
+                                        </ProgressBar>
+                                    </Grid>
+                                </Border>
+                            </DataTemplate>
+                        </ItemsControl.DataTemplates>
+                    </ItemsControl>
+                </ScrollViewer>
+            </Grid>
+        </TabItem>
+
+        <TabItem Header="{x:Static lang:Resources.Label_Notifications}">
+            <Grid RowDefinitions="Auto, *">
+                <StackPanel
+                    Grid.Row="0"
+                    Margin="0,0,12,4"
+                    HorizontalAlignment="Right"
+                    Orientation="Horizontal"
+                    Spacing="2">
+                    <Button
+                        Classes="transparent-full"
+                        Command="{Binding MarkAllNotificationsReadCommand}"
+                        IsVisible="{Binding !!NotificationItems.Count}"
+                        ToolTip.Tip="{x:Static lang:Resources.Action_MarkAllRead}">
+                        <ui:SymbolIcon Symbol="Read" />
+                    </Button>
+                    <Button
+                        Classes="transparent-full"
+                        Command="{Binding ClearNotificationsCommand}"
+                        IsVisible="{Binding !!NotificationItems.Count}"
+                        ToolTip.Tip="{x:Static lang:Resources.Action_ClearAll}">
+                        <ui:SymbolIcon Symbol="Delete" />
+                    </Button>
+                </StackPanel>
+
+                <ScrollViewer Grid.Row="1" Margin="0,4,0,0">
+                    <ItemsControl ItemsSource="{Binding NotificationItems, Mode=OneWay}">
+                        <ItemsControl.ItemTemplate>
+                            <DataTemplate DataType="{x:Type progress:NotificationItemViewModel}">
+                                <Border
+                                    Margin="4"
+                                    Padding="8"
+                                    Background="#22000000"
+                                    BorderBrush="#33000000"
+                                    BorderThickness="2"
+                                    CornerRadius="8"
+                                    Opacity="{Binding ReadOpacity}">
+                                    <Grid ColumnDefinitions="Auto,*,Auto" RowDefinitions="Auto,Auto">
+                                        <Ellipse
+                                            Grid.Row="0"
+                                            Grid.Column="0"
+                                            Width="10"
+                                            Height="10"
+                                            Margin="0,6,8,0"
+                                            VerticalAlignment="Top"
+                                            Fill="{Binding SeverityBrush}"
+                                            IsVisible="{Binding IsUnreadIndicatorVisible}" />
+
+                                        <StackPanel
+                                            Grid.Row="0"
+                                            Grid.Column="1"
+                                            VerticalAlignment="Center">
+                                            <TextBlock
+                                                Text="{Binding Title, Mode=OneWay}"
+                                                TextTrimming="CharacterEllipsis"
+                                                TextWrapping="NoWrap" />
+                                            <TextBlock
+                                                FontSize="11"
+                                                Foreground="{DynamicResource TextFillColorSecondaryBrush}"
+                                                IsVisible="{Binding IsPreviewBodyVisible}"
+                                                MaxLines="2"
+                                                Text="{Binding Body, Mode=OneWay}"
+                                                TextTrimming="CharacterEllipsis"
+                                                TextWrapping="Wrap" />
+                                        </StackPanel>
+
+                                        <StackPanel
+                                            Grid.Row="0"
+                                            Grid.Column="2"
+                                            HorizontalAlignment="Right"
+                                            Orientation="Horizontal">
+                                            <TextBlock
+                                                Margin="0,0,8,0"
+                                                VerticalAlignment="Center"
+                                                FontSize="10"
+                                                Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                                                Text="{Binding FormattedTimestamp, Mode=OneWay}" />
+                                            <Button
+                                                Classes="transparent-full"
+                                                Command="{Binding ToggleDetailsCommand}"
+                                                ToolTip.Tip="{x:Static lang:Resources.Action_ToggleDetails}">
+                                                <ui:SymbolIcon Symbol="ChevronDown" />
+                                            </Button>
+                                            <Button
+                                                Classes="transparent-full"
+                                                Command="{Binding DismissCommand}"
+                                                ToolTip.Tip="{x:Static lang:Resources.Action_Dismiss}">
+                                                <ui:SymbolIcon Symbol="Delete" />
+                                            </Button>
+                                        </StackPanel>
+
+                                        <StackPanel
+                                            Grid.Row="1"
+                                            Grid.Column="0"
+                                            Grid.ColumnSpan="3"
+                                            Margin="0,8,0,0"
+                                            IsVisible="{Binding IsExpanded}"
+                                            Spacing="6">
+                                            <TextBlock
+                                                IsVisible="{Binding HasBody}"
+                                                Text="{Binding Body, Mode=OneWay}"
+                                                TextWrapping="Wrap" />
+                                            <Button
+                                                Classes="accent"
+                                                Command="{Binding InvokeActionCommand}"
+                                                Content="{Binding ActionLabel}"
+                                                IsVisible="{Binding HasAction}" />
+                                        </StackPanel>
+                                    </Grid>
+                                </Border>
+                            </DataTemplate>
+                        </ItemsControl.ItemTemplate>
+                    </ItemsControl>
+                </ScrollViewer>
+            </Grid>
+        </TabItem>
+    </TabControl>
 </controls:UserControlBase>
diff --git a/StabilityMatrix.Core/Helper/EventManager.cs b/StabilityMatrix.Core/Helper/EventManager.cs
index 41d5e8859..10ecf89af 100644
--- a/StabilityMatrix.Core/Helper/EventManager.cs
+++ b/StabilityMatrix.Core/Helper/EventManager.cs
@@ -43,6 +43,7 @@ public delegate Task AddPackageInstallEventHandler(
         Action onCompleted
     );
     public event EventHandler? ToggleProgressFlyout;
+    public event EventHandler? ShowProgressFlyout;
     public event EventHandler<CultureInfo>? CultureChanged;
     public event EventHandler? ModelIndexChanged;
     public event EventHandler<FilePath>? ImageFileAdded;
@@ -56,7 +57,6 @@ InferenceProjectType type
     public event EventHandler<InferenceQueueCustomPromptEventArgs>? InferenceQueueCustomPrompt;
     public event EventHandler<int>? NavigateAndFindCivitModelRequested;
     public event EventHandler<string?>? NavigateAndFindCivitAuthorRequested;
-    public event EventHandler? DownloadsTeachingTipRequested;
     public event EventHandler? RecommendedModelsDialogClosed;
     public event EventHandler? WorkflowInstalled;
     public event EventHandler<string>? DeleteModelRequested;
@@ -90,6 +90,8 @@ public void OnPackageInstallProgressAdded(IPackageModificationRunner runner) =>
 
     public void OnToggleProgressFlyout() => ToggleProgressFlyout?.Invoke(this, EventArgs.Empty);
 
+    public void OnShowProgressFlyout() => ShowProgressFlyout?.Invoke(this, EventArgs.Empty);
+
     public void OnCultureChanged(CultureInfo culture) => CultureChanged?.Invoke(this, culture);
 
     public void OnModelIndexChanged() => ModelIndexChanged?.Invoke(this, EventArgs.Empty);
@@ -102,9 +104,6 @@ public void OnInferenceQueueCustomPrompt(InferenceQueueCustomPromptEventArgs e)
     public void OnNavigateAndFindCivitModelRequested(int modelId) =>
         NavigateAndFindCivitModelRequested?.Invoke(this, modelId);
 
-    public void OnDownloadsTeachingTipRequested() =>
-        DownloadsTeachingTipRequested?.Invoke(this, EventArgs.Empty);
-
     public void OnRecommendedModelsDialogClosed() =>
         RecommendedModelsDialogClosed?.Invoke(this, EventArgs.Empty);
 
diff --git a/StabilityMatrix.Core/Models/Notifications/NotificationAction.cs b/StabilityMatrix.Core/Models/Notifications/NotificationAction.cs
new file mode 100644
index 000000000..0aa701c83
--- /dev/null
+++ b/StabilityMatrix.Core/Models/Notifications/NotificationAction.cs
@@ -0,0 +1,25 @@
+using System.Text.Json.Serialization;
+
+namespace StabilityMatrix.Core.Models.Notifications;
+
+/// <summary>
+/// Discriminated record describing what should happen when a notification (toast or history entry) is invoked.
+/// New variants must be registered with <see cref="JsonDerivedTypeAttribute"/> here so the dispatcher can switch on them.
+/// </summary>
+[JsonPolymorphic(TypeDiscriminatorPropertyName = "$kind")]
+[JsonDerivedType(typeof(OpenFolderAction), "OpenFolder")]
+[JsonDerivedType(typeof(NavigateToPageAction), "NavigateToPage")]
+[JsonDerivedType(typeof(ToggleProgressFlyoutAction), "ToggleProgressFlyout")]
+public abstract record NotificationAction;
+
+/// <summary>Open the given filesystem path in the OS file manager.</summary>
+public sealed record OpenFolderAction(string Path) : NotificationAction;
+
+/// <summary>
+/// Navigate the main shell to the page identified by the given ViewModel type.
+/// Stored as the assembly-qualified type name so the action remains serializable.
+/// </summary>
+public sealed record NavigateToPageAction(string PageTypeName) : NotificationAction;
+
+/// <summary>Open the activity flyout in the sidebar footer.</summary>
+public sealed record ToggleProgressFlyoutAction : NotificationAction;
diff --git a/StabilityMatrix.Core/Models/Notifications/NotificationHistoryEntry.cs b/StabilityMatrix.Core/Models/Notifications/NotificationHistoryEntry.cs
new file mode 100644
index 000000000..808f746d7
--- /dev/null
+++ b/StabilityMatrix.Core/Models/Notifications/NotificationHistoryEntry.cs
@@ -0,0 +1,29 @@
+using StabilityMatrix.Core.Models.Settings;
+
+namespace StabilityMatrix.Core.Models.Notifications;
+
+/// <summary>
+/// A persisted record of a single notification shown (or suppressed) during this session.
+/// Exposed through <see cref="StabilityMatrix.Core.Services.INotificationHistoryService"/>.
+/// </summary>
+public sealed record NotificationHistoryEntry
+{
+    public Guid Id { get; init; } = Guid.NewGuid();
+
+    public DateTimeOffset Timestamp { get; init; } = DateTimeOffset.Now;
+
+    public NotificationKey? Key { get; init; }
+
+    public string Title { get; init; } = string.Empty;
+
+    public string? Body { get; init; }
+
+    public string? BodyImagePath { get; init; }
+
+    public NotificationLevel Level { get; init; } = NotificationLevel.Information;
+
+    public NotificationAction? Action { get; init; }
+
+    /// <summary>Mutable so callers can flip read-state without having to replace the entry.</summary>
+    public bool IsRead { get; set; }
+}
diff --git a/StabilityMatrix.Core/Models/Settings/TeachingTip.cs b/StabilityMatrix.Core/Models/Settings/TeachingTip.cs
index f3a9fdc2f..a170e7914 100644
--- a/StabilityMatrix.Core/Models/Settings/TeachingTip.cs
+++ b/StabilityMatrix.Core/Models/Settings/TeachingTip.cs
@@ -12,7 +12,6 @@ public record TeachingTip(string Value) : StringValue(Value)
     public static TeachingTip AccountsCredentialsStorageNotice => new("AccountsCredentialsStorageNotice");
     public static TeachingTip CheckpointCategoriesTip => new("CheckpointCategoriesTip");
     public static TeachingTip PackageExtensionsInstallNotice => new("PackageExtensionsInstallNotice");
-    public static TeachingTip DownloadsTip => new("DownloadsTip");
     public static TeachingTip WebUiButtonMovedTip => new("WebUiButtonMovedTip");
     public static TeachingTip InferencePromptHelpButtonTip => new("InferencePromptHelpButtonTip");
     public static TeachingTip LykosAccountMigrateTip => new("LykosAccountMigrateTip");
@@ -20,6 +19,7 @@ public record TeachingTip(string Value) : StringValue(Value)
     public static TeachingTip FolderMapTip => new("FolderMapTip");
     public static TeachingTip InferencePromptAmplifyTip => new("InferencePromptAmplifyTip");
     public static TeachingTip PromptAmplifyDisclaimer => new("PromptAmplifyDisclaimer");
+    public static TeachingTip ActivityCenterTip => new("ActivityCenterTip");
 
     /// <inheritdoc />
     public override string ToString()
diff --git a/StabilityMatrix.Core/Services/INotificationHistoryService.cs b/StabilityMatrix.Core/Services/INotificationHistoryService.cs
new file mode 100644
index 000000000..2532cda9a
--- /dev/null
+++ b/StabilityMatrix.Core/Services/INotificationHistoryService.cs
@@ -0,0 +1,34 @@
+using StabilityMatrix.Core.Models.Notifications;
+
+namespace StabilityMatrix.Core.Services;
+
+/// <summary>
+/// Session-only history of notifications shown by <see cref="StabilityMatrix.Avalonia.Services.INotificationService"/>.
+/// Populated regardless of whether the user has the corresponding NotificationKey suppressed, so suppressed events
+/// are still visible in the activity panel.
+/// </summary>
+public interface INotificationHistoryService
+{
+    IReadOnlyList<NotificationHistoryEntry> Entries { get; }
+
+    int UnreadCount { get; }
+
+    event EventHandler<NotificationHistoryEntry>? EntryAdded;
+
+    /// <summary>Raised on bulk changes (clear / mark-all-read / remove) where per-entry events would be noisy.</summary>
+    event EventHandler? EntriesChanged;
+
+    /// <summary>Add an entry. Returns the same entry (with a fresh Id if none was set) so callers can correlate.</summary>
+    NotificationHistoryEntry Add(NotificationHistoryEntry entry);
+
+    void MarkRead(Guid id);
+
+    void MarkAllRead();
+
+    void Remove(Guid id);
+
+    void Clear();
+
+    /// <summary>Look up an entry by Id, or null if it has been evicted.</summary>
+    NotificationHistoryEntry? Find(Guid id);
+}
diff --git a/StabilityMatrix.Core/Services/NotificationHistoryService.cs b/StabilityMatrix.Core/Services/NotificationHistoryService.cs
new file mode 100644
index 000000000..9044a0dd1
--- /dev/null
+++ b/StabilityMatrix.Core/Services/NotificationHistoryService.cs
@@ -0,0 +1,136 @@
+using Injectio.Attributes;
+using StabilityMatrix.Core.Models.Notifications;
+
+namespace StabilityMatrix.Core.Services;
+
+[RegisterSingleton<INotificationHistoryService, NotificationHistoryService>]
+public class NotificationHistoryService : INotificationHistoryService
+{
+    private const int MaxEntries = 100;
+
+    private readonly LinkedList<NotificationHistoryEntry> entries = new();
+    private readonly object sync = new();
+
+    public IReadOnlyList<NotificationHistoryEntry> Entries
+    {
+        get
+        {
+            lock (sync)
+                return entries.ToList();
+        }
+    }
+
+    public int UnreadCount
+    {
+        get
+        {
+            lock (sync)
+                return entries.Count(e => !e.IsRead);
+        }
+    }
+
+    public event EventHandler<NotificationHistoryEntry>? EntryAdded;
+    public event EventHandler? EntriesChanged;
+
+    public NotificationHistoryEntry Add(NotificationHistoryEntry entry)
+    {
+        lock (sync)
+        {
+            entries.AddFirst(entry);
+            while (entries.Count > MaxEntries)
+            {
+                entries.RemoveLast();
+            }
+        }
+
+        EntryAdded?.Invoke(this, entry);
+        return entry;
+    }
+
+    public void MarkRead(Guid id)
+    {
+        bool changed;
+        lock (sync)
+        {
+            var entry = entries.FirstOrDefault(e => e.Id == id);
+            changed = entry is { IsRead: false };
+            if (entry != null)
+            {
+                entry.IsRead = true;
+            }
+        }
+
+        if (changed)
+        {
+            EntriesChanged?.Invoke(this, EventArgs.Empty);
+        }
+    }
+
+    public void MarkAllRead()
+    {
+        bool changed;
+        lock (sync)
+        {
+            changed = false;
+            foreach (var entry in entries.Where(e => !e.IsRead))
+            {
+                entry.IsRead = true;
+                changed = true;
+            }
+        }
+
+        if (changed)
+        {
+            EntriesChanged?.Invoke(this, EventArgs.Empty);
+        }
+    }
+
+    public void Remove(Guid id)
+    {
+        bool changed;
+        lock (sync)
+        {
+            var node = entries.First;
+            changed = false;
+            while (node != null)
+            {
+                if (node.Value.Id == id)
+                {
+                    entries.Remove(node);
+                    changed = true;
+                    break;
+                }
+
+                node = node.Next;
+            }
+        }
+
+        if (changed)
+        {
+            EntriesChanged?.Invoke(this, EventArgs.Empty);
+        }
+    }
+
+    public void Clear()
+    {
+        bool changed;
+        lock (sync)
+        {
+            changed = entries.Count > 0;
+            entries.Clear();
+        }
+
+        if (changed)
+        {
+            EntriesChanged?.Invoke(this, EventArgs.Empty);
+        }
+    }
+
+    public NotificationHistoryEntry? Find(Guid id)
+    {
+        lock (sync)
+        {
+            return entries.FirstOrDefault(e => e.Id == id);
+        }
+    }
+}
diff --git a/StabilityMatrix.Tests/Core/NotificationHistoryServiceTests.cs b/StabilityMatrix.Tests/Core/NotificationHistoryServiceTests.cs
new file mode 100644
index 000000000..cfdf710f1
--- /dev/null
+++ b/StabilityMatrix.Tests/Core/NotificationHistoryServiceTests.cs
@@ -0,0 +1,197 @@
+using StabilityMatrix.Core.Models.Notifications;
+using StabilityMatrix.Core.Models.Settings;
+using StabilityMatrix.Core.Services;
+
+namespace StabilityMatrix.Tests.Core;
+
+[TestClass]
+public class NotificationHistoryServiceTests
+{
+    private static NotificationHistoryEntry MakeEntry(string title = "t", bool read = false) =>
+        new()
+        {
+            Title = title,
+            Body = "b",
+            Level = NotificationLevel.Information,
+            IsRead = read,
+        };
+
+    [TestMethod]
+    public void Add_StoresEntriesNewestFirst()
+    {
+        var svc = new NotificationHistoryService();
+        var a = svc.Add(MakeEntry("first"));
+        var b = svc.Add(MakeEntry("second"));
+        var c = svc.Add(MakeEntry("third"));
+
+        var entries = svc.Entries.ToList();
+        Assert.AreEqual(3, entries.Count);
+        Assert.AreEqual(c.Id, entries[0].Id);
+        Assert.AreEqual(b.Id, entries[1].Id);
+        Assert.AreEqual(a.Id, entries[2].Id);
+    }
+
+    [TestMethod]
+    public void Add_RaisesEntryAddedEvent()
+    {
+        var svc = new NotificationHistoryService();
+        NotificationHistoryEntry? raised = null;
+        svc.EntryAdded += (_, e) => raised = e;
+
+        var entry = svc.Add(MakeEntry());
+
+        Assert.IsNotNull(raised);
+        Assert.AreEqual(entry.Id, raised!.Id);
+    }
+
+    [TestMethod]
+    public void Add_EnforcesMaxEntriesCap()
+    {
+        var svc = new NotificationHistoryService();
+        for (var i = 0; i < 150; i++)
+        {
+            svc.Add(MakeEntry($"e{i}"));
+        }
+
+        Assert.AreEqual(100, svc.Entries.Count);
+        // Newest preserved
+        Assert.AreEqual("e149", svc.Entries.First().Title);
+        // Oldest evicted
+        Assert.AreEqual("e50", svc.Entries.Last().Title);
+    }
+
+    [TestMethod]
+    public void UnreadCount_TracksUnreadEntries()
+    {
+        var svc = new NotificationHistoryService();
+        svc.Add(MakeEntry());
+        svc.Add(MakeEntry());
+        svc.Add(MakeEntry(read: true));
+
+        Assert.AreEqual(2, svc.UnreadCount);
+    }
+
+    [TestMethod]
+    public void MarkRead_FlipsEntryAndRaisesChange()
+    {
+        var svc = new NotificationHistoryService();
+        var entry = svc.Add(MakeEntry());
+        var raised = 0;
+        svc.EntriesChanged += (_, _) => raised++;
+
+        svc.MarkRead(entry.Id);
+
+        Assert.IsTrue(svc.Find(entry.Id)!.IsRead);
+        Assert.AreEqual(0, svc.UnreadCount);
+        Assert.AreEqual(1, raised);
+    }
+
+    [TestMethod]
+    public void MarkRead_NoOpForAlreadyReadDoesNotRaise()
+    {
+        var svc = new NotificationHistoryService();
+        var entry = svc.Add(MakeEntry(read: true));
+        var raised = 0;
+        svc.EntriesChanged += (_, _) => raised++;
+
+        svc.MarkRead(entry.Id);
+
+        Assert.AreEqual(0, raised);
+    }
+
+    [TestMethod]
+    public void MarkAllRead_FlipsEveryUnreadEntry()
+    {
+        var svc = new NotificationHistoryService();
+        svc.Add(MakeEntry());
+        svc.Add(MakeEntry());
+        svc.Add(MakeEntry(read: true));
+
+        svc.MarkAllRead();
+
+        Assert.AreEqual(0, svc.UnreadCount);
+    }
+
+    [TestMethod]
+    public void Remove_DropsEntryAndRaisesChange()
+    {
+        var svc = new NotificationHistoryService();
+        var a = svc.Add(MakeEntry("a"));
+        var b = svc.Add(MakeEntry("b"));
+        var raised = 0;
+        svc.EntriesChanged += (_, _) => raised++;
+
+        svc.Remove(a.Id);
+
+        var remaining = svc.Entries.ToList();
+        Assert.AreEqual(1, remaining.Count);
+        Assert.AreEqual(b.Id, remaining[0].Id);
+        Assert.AreEqual(1, raised);
+    }
+
+    [TestMethod]
+    public void Clear_EmptiesEntriesAndRaisesChangeWhenNonEmpty()
+    {
+        var svc = new NotificationHistoryService();
+        svc.Add(MakeEntry());
+        svc.Add(MakeEntry());
+        var raised = 0;
+        svc.EntriesChanged += (_, _) => raised++;
+
+        svc.Clear();
+
+        Assert.AreEqual(0, svc.Entries.Count);
+        Assert.AreEqual(1, raised);
+    }
+
+    [TestMethod]
+    public void Clear_OnEmptyDoesNotRaise()
+    {
+        var svc = new NotificationHistoryService();
+        var raised = 0;
+        svc.EntriesChanged += (_, _) => raised++;
+
+        svc.Clear();
+
+        Assert.AreEqual(0, raised);
+    }
+
+    [TestMethod]
+    public void Find_ReturnsEntryById()
+    {
+        var svc = new NotificationHistoryService();
+        var entry = svc.Add(MakeEntry("findme"));
+
+        var found = svc.Find(entry.Id);
+
+        Assert.IsNotNull(found);
+        Assert.AreEqual("findme", found!.Title);
+    }
+
+    [TestMethod]
+    public void Find_ReturnsNullWhenMissing()
+    {
+        var svc = new NotificationHistoryService();
+
+        Assert.IsNull(svc.Find(Guid.NewGuid()));
+    }
+
+    [TestMethod]
+    public void Entry_CarriesNotificationAction()
+    {
+        var svc = new NotificationHistoryService();
+        var action = new OpenFolderAction(@"C:\some\path");
+
+        var entry = svc.Add(
+            new NotificationHistoryEntry
+            {
+                Title = "t",
+                Action = action,
+                Level = NotificationLevel.Success,
+            }
+        );
+
+        Assert.IsInstanceOfType<OpenFolderAction>(svc.Find(entry.Id)!.Action);
+        Assert.AreEqual(@"C:\some\path", ((OpenFolderAction)svc.Find(entry.Id)!.Action!).Path);
+    }
+}

From ff4f1fdc5d28d2ba736b9e587b7e0c14c5861db8 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 20 May 2026 00:44:43 -0700
Subject: [PATCH 183/218] Require VC++ 2015-2022 redist (build 14.40.33810+)

Upgrade the bundled VC redist from the 2015-2019 (v16) build to the
2015-2022 (v17) runtime, since modern native dependencies (PyTorch, ONNX
Runtime, etc.) link against it and the older 14.29.30139 build is no
longer sufficient. Bumps the minimum detected build to 14.40.33810 and
tightens the registry probe with a using-scoped, null-safe read.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../Helpers/WindowsPrerequisiteHelper.cs      | 27 ++++++++++++-------
 1 file changed, 18 insertions(+), 9 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs b/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
index f3314acdc..459aa1618 100644
--- a/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
+++ b/StabilityMatrix.Avalonia/Helpers/WindowsPrerequisiteHelper.cs
@@ -30,7 +30,13 @@ IPyInstallationManager pyInstallationManager
         "https://github.com/git-for-windows/git/releases/download/v2.52.0.windows.1/PortableGit-2.52.0-64-bit.7z.exe";
     private const string ExpectedGitVersion = "2.52.0";
 
-    private const string VcRedistDownloadUrl = "https://aka.ms/vs/16/release/vc_redist.x64.exe";
+    // VS 2015-2022 (v17) x64 runtime - supersedes the older 2015-2019 (v16) build
+    private const string VcRedistDownloadUrl = "https://aka.ms/vs/17/release/vc_redist.x64.exe";
+
+    // Minimum required runtime build. 33810 = 14.40.33810; modern packages (PyTorch,
+    // ONNX Runtime, etc.) link against the 2015-2022 runtime, so the older 2015-2019
+    // build (14.29.30139) is no longer sufficient.
+    private const uint MinVcRedistBuild = 33810;
 
     private const string TkinterDownloadUrl =
         "https://cdn.lykos.ai/tkinter-cpython-embedded-3.10.11-win-x64.zip";
@@ -697,15 +703,18 @@ private async Task ConfigurePortableGit()
     [SupportedOSPlatform("windows")]
     public async Task InstallVcRedistIfNecessary(IProgress<ProgressReport>? progress = null)
     {
-        var registry = Registry.LocalMachine;
-        var key = registry.OpenSubKey(@"SOFTWARE\Microsoft\VisualStudio\14.0\VC\Runtimes\X64", false);
-        if (key != null)
+        using var key = Registry.LocalMachine.OpenSubKey(
+            @"SOFTWARE\Microsoft\VisualStudio\14.0\VC\Runtimes\X64",
+            false
+        );
+        if (key?.GetValue("Bld") is { } bldValue && Convert.ToUInt32(bldValue) >= MinVcRedistBuild)
         {
-            var buildId = Convert.ToUInt32(key.GetValue("Bld"));
-            if (buildId >= 30139)
-            {
-                return;
-            }
+            Logger.Debug(
+                "VC Redist build {Build} already satisfies minimum {Min}",
+                bldValue,
+                MinVcRedistBuild
+            );
+            return;
         }
 
         Logger.Info("Downloading VC Redist");

From 8a229fcf644a6264ee781a1db89d0989e49c1700 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 20 May 2026 19:37:59 -0700
Subject: [PATCH 184/218] Fix build: drop orphaned
 OnDownloadsTeachingTipRequested call

The teaching-tip removal landed the EventManager method deletion but
missed the caller in MainWindowViewModel, breaking the build.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs | 1 -
 1 file changed, 1 deletion(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs
index d57b8d420..e317d78fb 100644
--- a/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs
@@ -266,7 +266,6 @@ settingsManager.Settings.Analytics.LastSeenConsentVersion is null
             await dialog.ShowAsync(App.TopLevel);
 
             EventManager.Instance.OnRecommendedModelsDialogClosed();
-            EventManager.Instance.OnDownloadsTeachingTipRequested();
 
             var installedPackageNameMaybe =
                 settingsManager.PackageInstallsInProgress.FirstOrDefault()

From d8ebc0ea7bcd2d5e890682e9d8ac513fd7aa10e8 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 20 May 2026 19:38:05 -0700
Subject: [PATCH 185/218] Add O(1) Count to notification history service

Address review feedback: expose a direct Count property backed by
LinkedList.Count instead of allocating a full snapshot via Entries just
to read the size, including in the eviction-sync loop.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../ViewModels/Progress/ProgressManagerViewModel.cs      | 2 +-
 .../Services/INotificationHistoryService.cs              | 3 +++
 .../Services/NotificationHistoryService.cs               | 9 +++++++++
 3 files changed, 13 insertions(+), 1 deletion(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/Progress/ProgressManagerViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Progress/ProgressManagerViewModel.cs
index e62c64c53..883d8f366 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Progress/ProgressManagerViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Progress/ProgressManagerViewModel.cs
@@ -145,7 +145,7 @@ private void OnHistoryEntryAdded(object? sender, NotificationHistoryEntry entry)
 
             // The service evicts the oldest entry (from the tail) once it hits its cap; mirror
             // that here so the UI list stays in sync instead of growing unbounded.
-            while (NotificationItems.Count > notificationHistory.Entries.Count)
+            while (NotificationItems.Count > notificationHistory.Count)
             {
                 NotificationItems.RemoveAt(NotificationItems.Count - 1);
             }
diff --git a/StabilityMatrix.Core/Services/INotificationHistoryService.cs b/StabilityMatrix.Core/Services/INotificationHistoryService.cs
index 2532cda9a..1ba9943b5 100644
--- a/StabilityMatrix.Core/Services/INotificationHistoryService.cs
+++ b/StabilityMatrix.Core/Services/INotificationHistoryService.cs
@@ -11,6 +11,9 @@ public interface INotificationHistoryService
 {
     IReadOnlyList<NotificationHistoryEntry> Entries { get; }
 
+    /// <summary>Total number of entries. O(1) — avoids the snapshot allocation of <see cref="Entries"/>.</summary>
+    int Count { get; }
+
     int UnreadCount { get; }
 
     event EventHandler<NotificationHistoryEntry>? EntryAdded;
diff --git a/StabilityMatrix.Core/Services/NotificationHistoryService.cs b/StabilityMatrix.Core/Services/NotificationHistoryService.cs
index 9044a0dd1..bf653dd4b 100644
--- a/StabilityMatrix.Core/Services/NotificationHistoryService.cs
+++ b/StabilityMatrix.Core/Services/NotificationHistoryService.cs
@@ -20,6 +20,15 @@ public IReadOnlyList<NotificationHistoryEntry> Entries
         }
     }
 
+    public int Count
+    {
+        get
+        {
+            lock (sync)
+                return entries.Count;
+        }
+    }
+
     public int UnreadCount
     {
         get

From bdecaca1c673415c1f8f879cec64f676a7c3ede2 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 20 May 2026 23:43:21 -0700
Subject: [PATCH 186/218] Revert package delete confirmation to typing the
 package name

Restores the original safeguard of typing the exact package display name to
confirm deletion, instead of the generic "delete"/"uninstall" keyword, to keep
the confirmation deliberate and avoid accidental uninstalls.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 CHANGELOG.md                                               | 1 -
 .../Dialogs/ConfirmPackageDeleteDialogViewModel.cs         | 7 ++-----
 .../Views/Dialogs/ConfirmPackageDeleteDialog.axaml         | 2 +-
 3 files changed, 3 insertions(+), 7 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 41e1be61d..b7233b374 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -15,7 +15,6 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Tidied up the Inference SamplerCard dimensions section — Source/Presets actions are shown as labeled buttons below the dimension row
 - Promoted the Encoder Type selector in the Inference Model card out of Advanced Options up to the main card body, so it's visible whenever a non-Auto workflow profile is active (and always when **Custom** is selected)
 - Local model autocomplete in the prompt editor now uses substring matching instead of prefix-only — typing any part of a model's filename surfaces it, with names that start with your search still ranked first
-- Simplified the package deletion confirmation: instead of retyping the full package display name, you now type `delete` (or `uninstall`) to confirm
 ### Fixed
 - Fixed [#1585](https://github.com/LykosAI/StabilityMatrix/issues/1585) - FluxGym installs/updates pulling an incompatible `transformers` version — installs now pin `transformers==4.54.1` and exclude it from the default requirements pass
 - Fixed [#1641](https://github.com/LykosAI/StabilityMatrix/issues/1641) - Cogstudio failing to set up its `inference/gradio_composite_demo` directory when the parent path didn't already exist
diff --git a/StabilityMatrix.Avalonia/ViewModels/Dialogs/ConfirmPackageDeleteDialogViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Dialogs/ConfirmPackageDeleteDialogViewModel.cs
index e32fc6074..8a6a2c37a 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Dialogs/ConfirmPackageDeleteDialogViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Dialogs/ConfirmPackageDeleteDialogViewModel.cs
@@ -22,10 +22,7 @@ public partial class ConfirmPackageDeleteDialogViewModel : ContentDialogViewMode
     public partial string PackageName { get; set; } = string.Empty;
 
     public string? ExpectedPackageName => Package.DisplayName;
-    public string ConfirmationText => "delete";
-    public bool IsValid =>
-        string.Equals(PackageName, ConfirmationText, StringComparison.OrdinalIgnoreCase)
-        || string.Equals(PackageName, "uninstall", StringComparison.OrdinalIgnoreCase);
+    public bool IsValid => ExpectedPackageName?.Equals(PackageName, StringComparison.Ordinal) ?? false;
     public string DeleteWarningText
     {
         get
@@ -51,6 +48,6 @@ public string DeleteWarningText
     [RelayCommand]
     private async Task CopyExpectedPackageName()
     {
-        await App.Clipboard?.SetTextAsync(ConfirmationText);
+        await App.Clipboard?.SetTextAsync(ExpectedPackageName);
     }
 }
diff --git a/StabilityMatrix.Avalonia/Views/Dialogs/ConfirmPackageDeleteDialog.axaml b/StabilityMatrix.Avalonia/Views/Dialogs/ConfirmPackageDeleteDialog.axaml
index a71c73dc0..955783f11 100644
--- a/StabilityMatrix.Avalonia/Views/Dialogs/ConfirmPackageDeleteDialog.axaml
+++ b/StabilityMatrix.Avalonia/Views/Dialogs/ConfirmPackageDeleteDialog.axaml
@@ -86,7 +86,7 @@
             <TextBlock
                 Cursor="Hand"
                 FontSize="16"
-                Text="{Binding ConfirmationText}"
+                Text="{Binding ExpectedPackageName}"
                 TextAlignment="Center"
                 ToolTip.Tip="Click to copy">
                 <Interaction.Behaviors>

From dc80c1b0e5bcbbc17bba6f300a9a5bd0b754799d Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 20 May 2026 23:46:14 -0700
Subject: [PATCH 187/218] Use Ternary markup extension instead of bespoke
 BoolToInt32Converter

Replaces the one-off BoolToInt32Converter with the existing e:Ternary markup
extension for the SamplerCard Source/Presets column-span logic, and removes the
now-unused converter.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../Controls/Inference/SamplerCard.axaml           | 10 +++++++---
 .../Converters/BoolToInt32Converter.cs             | 14 --------------
 2 files changed, 7 insertions(+), 17 deletions(-)
 delete mode 100644 StabilityMatrix.Avalonia/Converters/BoolToInt32Converter.cs

diff --git a/StabilityMatrix.Avalonia/Controls/Inference/SamplerCard.axaml b/StabilityMatrix.Avalonia/Controls/Inference/SamplerCard.axaml
index b48358f92..86d518b47 100644
--- a/StabilityMatrix.Avalonia/Controls/Inference/SamplerCard.axaml
+++ b/StabilityMatrix.Avalonia/Controls/Inference/SamplerCard.axaml
@@ -3,7 +3,7 @@
     xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
     xmlns:avalonia="https://github.com/projektanker/icons.avalonia"
     xmlns:controls="using:StabilityMatrix.Avalonia.Controls"
-    xmlns:converters="clr-namespace:StabilityMatrix.Avalonia.Converters"
+    xmlns:e="clr-namespace:StabilityMatrix.Avalonia.MarkupExtensions"
     xmlns:generic="clr-namespace:System.Collections.Generic;assembly=System.Runtime"
     xmlns:generic1="clr-namespace:System.Collections.Generic;assembly=System.Collections"
     xmlns:input="clr-namespace:FluentAvalonia.UI.Input;assembly=FluentAvalonia"
@@ -281,8 +281,12 @@
                                     </Button>
 
                                     <Button
-                                        Grid.Column="{Binding HasSourceImageDimensions, Converter={x:Static converters:BoolToInt32Converter.OneIfTrueElseZero}}"
-                                        Grid.ColumnSpan="{Binding HasSourceImageDimensions, Converter={x:Static converters:BoolToInt32Converter.OneIfTrueElseTwo}}"
+                                        Grid.Column="{e:Ternary {Binding HasSourceImageDimensions},
+                                                                True=1,
+                                                                False=0}"
+                                        Grid.ColumnSpan="{e:Ternary {Binding HasSourceImageDimensions},
+                                                                    True=1,
+                                                                    False=2}"
                                         Height="36"
                                         MinWidth="0"
                                         Padding="10,4"
diff --git a/StabilityMatrix.Avalonia/Converters/BoolToInt32Converter.cs b/StabilityMatrix.Avalonia/Converters/BoolToInt32Converter.cs
deleted file mode 100644
index b2c065fb7..000000000
--- a/StabilityMatrix.Avalonia/Converters/BoolToInt32Converter.cs
+++ /dev/null
@@ -1,14 +0,0 @@
-using Avalonia.Data.Converters;
-
-namespace StabilityMatrix.Avalonia.Converters;
-
-public static class BoolToInt32Converter
-{
-    public static readonly IValueConverter OneIfTrueElseZero = new FuncValueConverter<bool, int>(b =>
-        b ? 1 : 0
-    );
-
-    public static readonly IValueConverter OneIfTrueElseTwo = new FuncValueConverter<bool, int>(b =>
-        b ? 1 : 2
-    );
-}

From b04971ce7c56bccba9ab4ca4c9dfbf6201173c64 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 20 May 2026 23:51:21 -0700
Subject: [PATCH 188/218] Revert to BoolToInt32Converter for SamplerCard
 column-span

The e:Ternary extension returns its True/False values as strings, which Avalonia
does not reliably coerce to int for Grid.Column/Grid.ColumnSpan, causing the
Source/Presets buttons to collapse into column 0 and overlap. Restore the
typed BoolToInt32Converter which returns proper int values.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../Controls/Inference/SamplerCard.axaml           | 10 +++-------
 .../Converters/BoolToInt32Converter.cs             | 14 ++++++++++++++
 2 files changed, 17 insertions(+), 7 deletions(-)
 create mode 100644 StabilityMatrix.Avalonia/Converters/BoolToInt32Converter.cs

diff --git a/StabilityMatrix.Avalonia/Controls/Inference/SamplerCard.axaml b/StabilityMatrix.Avalonia/Controls/Inference/SamplerCard.axaml
index 86d518b47..b48358f92 100644
--- a/StabilityMatrix.Avalonia/Controls/Inference/SamplerCard.axaml
+++ b/StabilityMatrix.Avalonia/Controls/Inference/SamplerCard.axaml
@@ -3,7 +3,7 @@
     xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
     xmlns:avalonia="https://github.com/projektanker/icons.avalonia"
     xmlns:controls="using:StabilityMatrix.Avalonia.Controls"
-    xmlns:e="clr-namespace:StabilityMatrix.Avalonia.MarkupExtensions"
+    xmlns:converters="clr-namespace:StabilityMatrix.Avalonia.Converters"
     xmlns:generic="clr-namespace:System.Collections.Generic;assembly=System.Runtime"
     xmlns:generic1="clr-namespace:System.Collections.Generic;assembly=System.Collections"
     xmlns:input="clr-namespace:FluentAvalonia.UI.Input;assembly=FluentAvalonia"
@@ -281,12 +281,8 @@
                                     </Button>
 
                                     <Button
-                                        Grid.Column="{e:Ternary {Binding HasSourceImageDimensions},
-                                                                True=1,
-                                                                False=0}"
-                                        Grid.ColumnSpan="{e:Ternary {Binding HasSourceImageDimensions},
-                                                                    True=1,
-                                                                    False=2}"
+                                        Grid.Column="{Binding HasSourceImageDimensions, Converter={x:Static converters:BoolToInt32Converter.OneIfTrueElseZero}}"
+                                        Grid.ColumnSpan="{Binding HasSourceImageDimensions, Converter={x:Static converters:BoolToInt32Converter.OneIfTrueElseTwo}}"
                                         Height="36"
                                         MinWidth="0"
                                         Padding="10,4"
diff --git a/StabilityMatrix.Avalonia/Converters/BoolToInt32Converter.cs b/StabilityMatrix.Avalonia/Converters/BoolToInt32Converter.cs
new file mode 100644
index 000000000..b2c065fb7
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Converters/BoolToInt32Converter.cs
@@ -0,0 +1,14 @@
+using Avalonia.Data.Converters;
+
+namespace StabilityMatrix.Avalonia.Converters;
+
+public static class BoolToInt32Converter
+{
+    public static readonly IValueConverter OneIfTrueElseZero = new FuncValueConverter<bool, int>(b =>
+        b ? 1 : 0
+    );
+
+    public static readonly IValueConverter OneIfTrueElseTwo = new FuncValueConverter<bool, int>(b =>
+        b ? 1 : 2
+    );
+}

From bdab8e1518cf433d4a94e1b6a7f7b712cdcbe7f1 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 20 May 2026 23:54:38 -0700
Subject: [PATCH 189/218] Generalize bool-to-int converter with
 ConverterParameter

Replaces the two hardcoded BoolToInt32Converter instances (OneIfTrueElseZero /
OneIfTrueElseTwo) with a single reusable BoolToIntConverter that reads the
true/false integers from the ConverterParameter (e.g. '1,0'). Still returns a
typed int so Grid.Column/ColumnSpan bind correctly without string coercion.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../Controls/Inference/SamplerCard.axaml      |  4 +-
 .../Converters/BoolToInt32Converter.cs        | 14 -------
 .../Converters/BoolToIntConverter.cs          | 39 +++++++++++++++++++
 3 files changed, 41 insertions(+), 16 deletions(-)
 delete mode 100644 StabilityMatrix.Avalonia/Converters/BoolToInt32Converter.cs
 create mode 100644 StabilityMatrix.Avalonia/Converters/BoolToIntConverter.cs

diff --git a/StabilityMatrix.Avalonia/Controls/Inference/SamplerCard.axaml b/StabilityMatrix.Avalonia/Controls/Inference/SamplerCard.axaml
index b48358f92..5d9e7dac6 100644
--- a/StabilityMatrix.Avalonia/Controls/Inference/SamplerCard.axaml
+++ b/StabilityMatrix.Avalonia/Controls/Inference/SamplerCard.axaml
@@ -281,8 +281,8 @@
                                     </Button>
 
                                     <Button
-                                        Grid.Column="{Binding HasSourceImageDimensions, Converter={x:Static converters:BoolToInt32Converter.OneIfTrueElseZero}}"
-                                        Grid.ColumnSpan="{Binding HasSourceImageDimensions, Converter={x:Static converters:BoolToInt32Converter.OneIfTrueElseTwo}}"
+                                        Grid.Column="{Binding HasSourceImageDimensions, Converter={x:Static converters:BoolToIntConverter.Instance}, ConverterParameter='1,0'}"
+                                        Grid.ColumnSpan="{Binding HasSourceImageDimensions, Converter={x:Static converters:BoolToIntConverter.Instance}, ConverterParameter='1,2'}"
                                         Height="36"
                                         MinWidth="0"
                                         Padding="10,4"
diff --git a/StabilityMatrix.Avalonia/Converters/BoolToInt32Converter.cs b/StabilityMatrix.Avalonia/Converters/BoolToInt32Converter.cs
deleted file mode 100644
index b2c065fb7..000000000
--- a/StabilityMatrix.Avalonia/Converters/BoolToInt32Converter.cs
+++ /dev/null
@@ -1,14 +0,0 @@
-using Avalonia.Data.Converters;
-
-namespace StabilityMatrix.Avalonia.Converters;
-
-public static class BoolToInt32Converter
-{
-    public static readonly IValueConverter OneIfTrueElseZero = new FuncValueConverter<bool, int>(b =>
-        b ? 1 : 0
-    );
-
-    public static readonly IValueConverter OneIfTrueElseTwo = new FuncValueConverter<bool, int>(b =>
-        b ? 1 : 2
-    );
-}
diff --git a/StabilityMatrix.Avalonia/Converters/BoolToIntConverter.cs b/StabilityMatrix.Avalonia/Converters/BoolToIntConverter.cs
new file mode 100644
index 000000000..824e823af
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Converters/BoolToIntConverter.cs
@@ -0,0 +1,39 @@
+using System.Globalization;
+using Avalonia.Data;
+using Avalonia.Data.Converters;
+
+namespace StabilityMatrix.Avalonia.Converters;
+
+/// <summary>
+/// Converts a boolean to an integer. The true/false results are supplied via the
+/// <c>ConverterParameter</c> in the form <c>"trueValue,falseValue"</c> (e.g. <c>"1,0"</c>).
+/// Falls back to <c>1</c>/<c>0</c> when no valid parameter is provided.
+/// </summary>
+public class BoolToIntConverter : IValueConverter
+{
+    public static readonly BoolToIntConverter Instance = new();
+
+    public object? Convert(object? value, Type targetType, object? parameter, CultureInfo culture)
+    {
+        var (trueValue, falseValue) = ParseParameter(parameter);
+        return value is true ? trueValue : falseValue;
+    }
+
+    public object? ConvertBack(object? value, Type targetType, object? parameter, CultureInfo culture) =>
+        BindingOperations.DoNothing;
+
+    private static (int TrueValue, int FalseValue) ParseParameter(object? parameter)
+    {
+        if (
+            parameter is string s
+            && s.Split(',') is { Length: 2 } parts
+            && int.TryParse(parts[0], NumberStyles.Integer, CultureInfo.InvariantCulture, out var trueValue)
+            && int.TryParse(parts[1], NumberStyles.Integer, CultureInfo.InvariantCulture, out var falseValue)
+        )
+        {
+            return (trueValue, falseValue);
+        }
+
+        return (1, 0);
+    }
+}

From ac35f1e38f136fcdff51fb33511b0e2046ecb950 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 21 May 2026 00:03:10 -0700
Subject: [PATCH 190/218] Preserve text encoder selection across Inference tab
 navigation

The encoder slot's SelectedModel is bound to a ComboBox over ClientManager.ClipModels,
which briefly reports null while its list refreshes (e.g. when navigating away and back
to the Inference tab), permanently clearing the encoder. Guard the slot's SelectedModel
against that transient null, mirroring the existing guard on the main model selector.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 CHANGELOG.md                                  |  1 +
 .../Inference/TextEncoderSlotViewModel.cs     | 20 +++++++++++++++++--
 2 files changed, 19 insertions(+), 2 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index b7233b374..d11552080 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -16,6 +16,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Promoted the Encoder Type selector in the Inference Model card out of Advanced Options up to the main card body, so it's visible whenever a non-Auto workflow profile is active (and always when **Custom** is selected)
 - Local model autocomplete in the prompt editor now uses substring matching instead of prefix-only — typing any part of a model's filename surfaces it, with names that start with your search still ranked first
 ### Fixed
+- Fixed Inference text encoder selections being cleared when navigating away from and back to the Inference tab — encoder slots now ignore the transient null the model dropdown reports while its list refreshes
 - Fixed [#1585](https://github.com/LykosAI/StabilityMatrix/issues/1585) - FluxGym installs/updates pulling an incompatible `transformers` version — installs now pin `transformers==4.54.1` and exclude it from the default requirements pass
 - Fixed [#1641](https://github.com/LykosAI/StabilityMatrix/issues/1641) - Cogstudio failing to set up its `inference/gradio_composite_demo` directory when the parent path didn't already exist
 
diff --git a/StabilityMatrix.Avalonia/ViewModels/Inference/TextEncoderSlotViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Inference/TextEncoderSlotViewModel.cs
index 033b686ee..b9c878083 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Inference/TextEncoderSlotViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Inference/TextEncoderSlotViewModel.cs
@@ -20,11 +20,27 @@ public partial class TextEncoderSlotViewModel : ViewModelBase
     /// </summary>
     public string Label => $"Encoder {Index}";
 
+    private HybridModelFile? selectedModel;
+
     /// <summary>
     /// The selected CLIP/text encoder model.
     /// </summary>
-    [ObservableProperty]
-    private HybridModelFile? selectedModel;
+    public HybridModelFile? SelectedModel
+    {
+        get => selectedModel;
+        set
+        {
+            // The bound ComboBox can briefly report null while the model list refreshes
+            // (e.g. when navigating away and back to the Inference tab). Ignore the
+            // transient null so the encoder selection isn't cleared out from under the user.
+            if (value is null && selectedModel is not null)
+            {
+                return;
+            }
+
+            SetProperty(ref selectedModel, value);
+        }
+    }
 
     public TextEncoderSlotViewModel() { }
 

From 29193628a65c184847d2ecc07c6f468bdf3d39af Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 21 May 2026 15:35:50 -0700
Subject: [PATCH 191/218] Harden venv sitecustomize and fix Linux GPU + ComfyUI
 extension installs
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bundles three resilience/compatibility fixes reported on GitHub:

- sitecustomize.py: wrap all startup actions (stream reconfigure, audit
  hook, Rich/tqdm patches) in an isolated _run_safely guard so a failure
  in any one — or an unusual host environment such as uv's interpreter
  probe — can no longer raise out of sitecustomize and abort interpreter
  startup. UnpackSiteCustomizeStep now only rewrites the file when missing
  or out of date and clears stale __pycache__ bytecode, so a copy
  corrupted/truncated by external software (e.g. ESET) self-heals instead
  of breaking every interpreter call. Launch-time copies in
  LaunchPageViewModel and RunningPackageService now delegate to the step.
  (GitHub #1643)

- HardwareHelper: Linux GPU detection only matched "VGA"/"3D" PCI classes,
  so integrated GPUs like Strix Halo (Radeon 8060S) that report as
  "Display controller" were not detected. Added that class to both the
  lspci grep and the name-parsing regex. (GitHub #1645)

- ComfyUI: strip UV_BUILD_CONSTRAINT from the launched server's environment.
  It is set to a path relative to the install dir, which only resolves from
  that working directory; ComfyUI-Manager runs `uv pip install` from a
  different cwd and failed with "File not found: venv/uv-build-constraints.txt".
  The constraint is only needed for our own setup-time builds. (GitHub #1650)

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../Assets/sitecustomize.py                   | 31 +++++++----
 .../PackageSteps/UnpackSiteCustomizeStep.cs   | 52 ++++++++++++++++++-
 .../Services/RunningPackageService.cs         | 10 ++--
 .../ViewModels/LaunchPageViewModel.cs         | 10 ++--
 .../Helper/HardwareInfo/HardwareHelper.cs     |  7 ++-
 .../Models/Packages/ComfyUI.cs                |  8 +++
 6 files changed, 90 insertions(+), 28 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Assets/sitecustomize.py b/StabilityMatrix.Avalonia/Assets/sitecustomize.py
index d154c13a0..7f9278f8d 100644
--- a/StabilityMatrix.Avalonia/Assets/sitecustomize.py
+++ b/StabilityMatrix.Avalonia/Assets/sitecustomize.py
@@ -46,12 +46,10 @@ def audit(event: str, *args):
 
 # Reconfigure stdout to UTF-8
 # noinspection PyUnresolvedReferences
-sys.stdin.reconfigure(encoding="utf-8")
-sys.stdout.reconfigure(encoding="utf-8")
-sys.stderr.reconfigure(encoding="utf-8")
-
-# Install the audit hook
-sys.addaudithook(audit)
+def _reconfigure_streams():
+    sys.stdin.reconfigure(encoding="utf-8")
+    sys.stdout.reconfigure(encoding="utf-8")
+    sys.stderr.reconfigure(encoding="utf-8")
 
 # Patch Rich terminal detection
 def _patch_rich_console():
@@ -81,9 +79,7 @@ def is_terminal(self) -> bool:
     except ImportError:
         pass
     except Exception as e:
-        print("[sitecustomize error]:", e)    
-
-_patch_rich_console()
+        print("[sitecustomize error]:", e)
 
 # Patch tqdm to use stdout instead of stderr
 def _patch_tqdm():
@@ -97,4 +93,19 @@ def _patch_tqdm():
     except Exception as e:
         print("[sitecustomize error]:", e)
 
-_patch_tqdm()
+# Run startup customizations. Each is isolated so that a failure in one (or an
+# unusual host environment, e.g. an interpreter probe with no real stdio) can
+# never raise out of sitecustomize and abort interpreter startup.
+def _run_safely(func):
+    try:
+        func()
+    except Exception as e:
+        try:
+            print("[sitecustomize error]:", e)
+        except Exception:
+            pass
+
+_run_safely(_reconfigure_streams)
+_run_safely(lambda: sys.addaudithook(audit))
+_run_safely(_patch_rich_console)
+_run_safely(_patch_tqdm)
diff --git a/StabilityMatrix.Avalonia/Models/PackageSteps/UnpackSiteCustomizeStep.cs b/StabilityMatrix.Avalonia/Models/PackageSteps/UnpackSiteCustomizeStep.cs
index 92e5f4136..a6e424f7d 100644
--- a/StabilityMatrix.Avalonia/Models/PackageSteps/UnpackSiteCustomizeStep.cs
+++ b/StabilityMatrix.Avalonia/Models/PackageSteps/UnpackSiteCustomizeStep.cs
@@ -1,5 +1,6 @@
-using System;
+using System;
 using System.Threading.Tasks;
+using NLog;
 using StabilityMatrix.Core.Models.FileInterfaces;
 using StabilityMatrix.Core.Models.PackageModification;
 using StabilityMatrix.Core.Models.Progress;
@@ -9,12 +10,59 @@ namespace StabilityMatrix.Avalonia.Models.PackageSteps;
 
 public class UnpackSiteCustomizeStep(DirectoryPath venvPath) : IPackageStep
 {
+    private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
+
     public async Task ExecuteAsync(IProgress<ProgressReport>? progress = null)
     {
         var sitePackages = venvPath.JoinDir(PyVenvRunner.RelativeSitePackagesPath);
         var file = sitePackages.JoinFile("sitecustomize.py");
         file.Directory?.Create();
-        await Assets.PyScriptSiteCustomize.ExtractTo(file);
+
+        // Only rewrite when missing or out of date. A mismatch can also mean the
+        // on-disk copy was corrupted/truncated by external software (e.g. some
+        // antivirus suites), which would otherwise break every interpreter call
+        // since sitecustomize loads on startup.
+        var expected = await Assets.PyScriptSiteCustomize.ReadAsStringAsync();
+        if (!file.Exists || (await TryReadAsync(file)) != expected)
+        {
+            await Assets.PyScriptSiteCustomize.ExtractTo(file);
+        }
+
+        // Drop any stale/corrupt compiled bytecode so it's regenerated from the
+        // freshly written source rather than loaded from a bad cache.
+        ClearCompiledCache(sitePackages);
+    }
+
+    private static async Task<string?> TryReadAsync(FilePath file)
+    {
+        try
+        {
+            return await file.ReadAllTextAsync();
+        }
+        catch (Exception e)
+        {
+            Logger.Warn(e, "Failed to read existing sitecustomize.py, will rewrite");
+            return null;
+        }
+    }
+
+    private static void ClearCompiledCache(DirectoryPath sitePackages)
+    {
+        var pycache = sitePackages.JoinDir("__pycache__");
+        if (!pycache.Exists)
+            return;
+
+        foreach (var cached in pycache.EnumerateFiles("sitecustomize.*.pyc"))
+        {
+            try
+            {
+                cached.Delete();
+            }
+            catch (Exception e)
+            {
+                Logger.Warn(e, "Failed to delete stale sitecustomize bytecode {Path}", cached.FullPath);
+            }
+        }
     }
 
     public string ProgressTitle => "Unpacking prerequisites...";
diff --git a/StabilityMatrix.Avalonia/Services/RunningPackageService.cs b/StabilityMatrix.Avalonia/Services/RunningPackageService.cs
index 6aba7ec7a..78ac21728 100644
--- a/StabilityMatrix.Avalonia/Services/RunningPackageService.cs
+++ b/StabilityMatrix.Avalonia/Services/RunningPackageService.cs
@@ -9,6 +9,7 @@
 using Nito.Disposables.Internals;
 using StabilityMatrix.Avalonia.Languages;
 using StabilityMatrix.Avalonia.Models;
+using StabilityMatrix.Avalonia.Models.PackageSteps;
 using StabilityMatrix.Avalonia.ViewModels;
 using StabilityMatrix.Core.Extensions;
 using StabilityMatrix.Core.Helper.Factory;
@@ -286,13 +287,8 @@ public async Task StopPackage(Guid id, CancellationToken cancellationToken = def
     public RunningPackageViewModel? GetRunningPackageViewModel(Guid id) =>
         RunningPackages.TryGetValue(id, out var vm) ? vm : null;
 
-    private static async Task UnpackSiteCustomize(DirectoryPath venvPath)
-    {
-        var sitePackages = venvPath.JoinDir(PyVenvRunner.RelativeSitePackagesPath);
-        var file = sitePackages.JoinFile("sitecustomize.py");
-        file.Directory?.Create();
-        await Assets.PyScriptSiteCustomize.ExtractTo(file, true);
-    }
+    private static Task UnpackSiteCustomize(DirectoryPath venvPath) =>
+        new UnpackSiteCustomizeStep(venvPath).ExecuteAsync();
 
     public void Dispose()
     {
diff --git a/StabilityMatrix.Avalonia/ViewModels/LaunchPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/LaunchPageViewModel.cs
index 9751c923e..cd337ef0b 100644
--- a/StabilityMatrix.Avalonia/ViewModels/LaunchPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/LaunchPageViewModel.cs
@@ -20,6 +20,7 @@
 using Microsoft.Extensions.Logging;
 using StabilityMatrix.Avalonia.Controls;
 using StabilityMatrix.Avalonia.Languages;
+using StabilityMatrix.Avalonia.Models.PackageSteps;
 using StabilityMatrix.Avalonia.Services;
 using StabilityMatrix.Avalonia.ViewModels.Base;
 using StabilityMatrix.Avalonia.ViewModels.Dialogs;
@@ -340,13 +341,8 @@ await basePackage.UpdateModelFolders(
     }
 
     // Unpacks sitecustomize.py to the target venv
-    private static async Task UnpackSiteCustomize(DirectoryPath venvPath)
-    {
-        var sitePackages = venvPath.JoinDir(PyVenvRunner.RelativeSitePackagesPath);
-        var file = sitePackages.JoinFile("sitecustomize.py");
-        file.Directory?.Create();
-        await Assets.PyScriptSiteCustomize.ExtractTo(file, true);
-    }
+    private static Task UnpackSiteCustomize(DirectoryPath venvPath) =>
+        new UnpackSiteCustomizeStep(venvPath).ExecuteAsync();
 
     [RelayCommand]
     private async Task Config()
diff --git a/StabilityMatrix.Core/Helper/HardwareInfo/HardwareHelper.cs b/StabilityMatrix.Core/Helper/HardwareInfo/HardwareHelper.cs
index 39d9d32cd..bc0cba822 100644
--- a/StabilityMatrix.Core/Helper/HardwareInfo/HardwareHelper.cs
+++ b/StabilityMatrix.Core/Helper/HardwareInfo/HardwareHelper.cs
@@ -70,7 +70,7 @@ private static IEnumerable<GpuInfo> IterGpuInfoWindows()
     [SupportedOSPlatform("linux")]
     private static IEnumerable<GpuInfo> IterGpuInfoLinux()
     {
-        var output = RunBashCommand("lspci | grep -E '(VGA|3D)'");
+        var output = RunBashCommand("lspci | grep -E '(VGA|3D|Display controller)'");
         var gpuLines = output.Split("\n");
 
         var gpuIndex = 0;
@@ -87,7 +87,10 @@ private static IEnumerable<GpuInfo> IterGpuInfoLinux()
             string? name = null;
 
             // Parse output with regex
-            var match = Regex.Match(gpuOutput, @"(VGA compatible controller|3D controller): ([^\n]*)");
+            var match = Regex.Match(
+                gpuOutput,
+                @"(VGA compatible controller|3D controller|Display controller): ([^\n]*)"
+            );
             if (match.Success)
             {
                 name = match.Groups[2].Value.Trim();
diff --git a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
index 51b2c73a0..741ed53f5 100644
--- a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
+++ b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
@@ -539,6 +539,14 @@ await SetupVenv(installLocation, pythonVersion: PyVersion.Parse(installedPackage
 
         VenvRunner.UpdateEnvironmentVariables(GetEnvVars);
 
+        // Don't leak the build-constraints env var into the running package. It points at a
+        // path relative to the install dir (see BaseGitPackage.SetupVenvPure), which only resolves
+        // when the working directory is that install dir. ComfyUI-Manager launches `uv pip install`
+        // from a different working directory, so the inherited value breaks with
+        // "File not found: venv/uv-build-constraints.txt". The constraint is only needed for our
+        // own setup-time builds, not for the running server.
+        VenvRunner.UpdateEnvironmentVariables(env => env.Remove("UV_BUILD_CONSTRAINT"));
+
         // Check for old NVIDIA driver version with cu130 installations
         var isNvidia = SettingsManager.Settings.PreferredGpu?.IsNvidia ?? HardwareHelper.HasNvidiaGpu();
         var isLegacyNvidia =

From ccd215a0beb8adb7dbb871cdd270d3d480f1e041 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 21 May 2026 15:37:55 -0700
Subject: [PATCH 192/218] Add v2.16.0-pre.2 changelog entries for venv and GPU
 fixes

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 CHANGELOG.md | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7fee2a0ae..59516aa39 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,12 @@ All notable changes to Stability Matrix will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2.0.0.html).
 
+## v2.16.0-pre.2
+### Fixed
+- Fixed [#1650](https://github.com/LykosAI/StabilityMatrix/issues/1650) - ComfyUI-Manager extension installs failing on Linux with `File not found: venv/uv-build-constraints.txt` by no longer leaking the relative build-constraints path into the running package's environment
+- Fixed [#1645](https://github.com/LykosAI/StabilityMatrix/issues/1645) - Strix Halo / Radeon 8060S and other `Display controller`-class integrated GPUs not appearing in the GPU list on Linux
+- Fixed [#1643](https://github.com/LykosAI/StabilityMatrix/issues/1643) - package install and launch failures when `sitecustomize.py` or its compiled bytecode was corrupted by external software (e.g. some antivirus suites); the file now self-heals when out of date and its startup actions can no longer abort interpreter startup
+
 ## v2.16.0-pre.1
 ### Added
 - Added CivArchive model browser with details page, image viewer, version selector, trigger words, and in-app downloads with tracked progress

From 5d52701f6cec9842939a35b0ebe9d2b006fb6cc1 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 21 May 2026 15:40:03 -0700
Subject: [PATCH 193/218] Apply Gemini review: pass explicit overwrite to
 sitecustomize extract

Make the self-healing rewrite intent explicit and consistent with the
prior call sites. Functionally a no-op since ExtractTo already defaults
overwrite to true.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .../Models/PackageSteps/UnpackSiteCustomizeStep.cs              | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/StabilityMatrix.Avalonia/Models/PackageSteps/UnpackSiteCustomizeStep.cs b/StabilityMatrix.Avalonia/Models/PackageSteps/UnpackSiteCustomizeStep.cs
index a6e424f7d..b36346ef1 100644
--- a/StabilityMatrix.Avalonia/Models/PackageSteps/UnpackSiteCustomizeStep.cs
+++ b/StabilityMatrix.Avalonia/Models/PackageSteps/UnpackSiteCustomizeStep.cs
@@ -25,7 +25,7 @@ public async Task ExecuteAsync(IProgress<ProgressReport>? progress = null)
         var expected = await Assets.PyScriptSiteCustomize.ReadAsStringAsync();
         if (!file.Exists || (await TryReadAsync(file)) != expected)
         {
-            await Assets.PyScriptSiteCustomize.ExtractTo(file);
+            await Assets.PyScriptSiteCustomize.ExtractTo(file, true);
         }
 
         // Drop any stale/corrupt compiled bytecode so it's regenerated from the

From f8b23da21ed0203117c003379765a3cf9ca190d7 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 21 May 2026 17:46:13 -0700
Subject: [PATCH 194/218] Fix FluxGym and Cogstudio package installs under uv

FluxGym (#1585): the merged sd-scripts + fluxgym requirements have
unsatisfiable pins. fluxgym pins transformers==4.49.0 while sd-scripts
pins transformers==4.54.1, and fluxgym's unpinned git+HEAD diffusers now
resolves to a dev build requiring safetensors>=0.8.0rc0, conflicting with
sd-scripts' safetensors==0.4.5. Exclude the conflicting transformers and
both diffusers entries from the requirements step and reinstall known-good
diffusers[torch]==0.32.1 and transformers==4.54.1 afterward.

Cogstudio (#1641): the prebuilt Windows DeepSpeed wheel reports an internal
metadata version of 0.11.2+unknown that doesn't match its filename's
0.11.2+cuda121, which uv rejects as malformed. Set
UV_SKIP_WHEEL_FILENAME_CHECK=1 scoped to just that wheel install, then
restore strict checking for the remaining installs.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 CHANGELOG.md                                      |  5 +++++
 StabilityMatrix.Core/Models/Packages/Cogstudio.cs |  7 +++++++
 StabilityMatrix.Core/Models/Packages/FluxGym.cs   | 12 ++++++++++--
 3 files changed, 22 insertions(+), 2 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7fee2a0ae..2265c6b89 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,11 @@ All notable changes to Stability Matrix will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2.0.0.html).
 
+## v2.16.0-pre.2
+### Fixed
+- Fixed [#1585](https://github.com/LykosAI/StabilityMatrix/issues/1585) - FluxGym install failing during dependency resolution. The conflicting `transformers` pins (fluxgym 4.49.0 vs sd-scripts 4.54.1) and diffusers pins (fluxgym's unpinned git HEAD, which now requires `safetensors>=0.8.0rc0`, vs sd-scripts' `safetensors==0.4.5`) are now excluded and reinstalled as known-good `diffusers[torch]==0.32.1` and `transformers==4.54.1`
+- Fixed [#1641](https://github.com/LykosAI/StabilityMatrix/issues/1641) - Cogstudio install failing on the prebuilt Windows DeepSpeed wheel, whose internal version (`0.11.2+unknown`) doesn't match its filename (`0.11.2+cuda121`); uv's wheel filename check is now skipped just for that wheel
+
 ## v2.16.0-pre.1
 ### Added
 - Added CivArchive model browser with details page, image viewer, version selector, trigger words, and in-app downloads with tracked progress
diff --git a/StabilityMatrix.Core/Models/Packages/Cogstudio.cs b/StabilityMatrix.Core/Models/Packages/Cogstudio.cs
index a030dbb79..4364e1a5b 100644
--- a/StabilityMatrix.Core/Models/Packages/Cogstudio.cs
+++ b/StabilityMatrix.Core/Models/Packages/Cogstudio.cs
@@ -121,12 +121,19 @@ await requirements.ReadAllTextAsync(cancellationToken).ConfigureAwait(false),
         // SwissArmyTransformer is not available on Windows and DeepSpeed needs prebuilt wheels
         if (Compat.IsWindows)
         {
+            // This prebuilt deepspeed wheel reports an internal metadata version of "0.11.2+unknown",
+            // which doesn't match its filename's "0.11.2+cuda121". uv treats that mismatch as a
+            // malformed wheel and refuses to install it; opt out of the filename/version consistency
+            // check just for this wheel, then restore strict checking for the rest of the install.
+            venvRunner.UpdateEnvironmentVariables(env => env.SetItem("UV_SKIP_WHEEL_FILENAME_CHECK", "1"));
             await venvRunner
                 .PipInstall(
                     " https://github.com/daswer123/deepspeed-windows/releases/download/11.2/deepspeed-0.11.2+cuda121-cp310-cp310-win_amd64.whl",
                     onConsoleOutput
                 )
                 .ConfigureAwait(false);
+            venvRunner.UpdateEnvironmentVariables(env => env.Remove("UV_SKIP_WHEEL_FILENAME_CHECK"));
+
             await venvRunner
                 .PipInstall("spandrel opencv-python scikit-video", onConsoleOutput)
                 .ConfigureAwait(false);
diff --git a/StabilityMatrix.Core/Models/Packages/FluxGym.cs b/StabilityMatrix.Core/Models/Packages/FluxGym.cs
index 177915582..abf17b7b2 100644
--- a/StabilityMatrix.Core/Models/Packages/FluxGym.cs
+++ b/StabilityMatrix.Core/Models/Packages/FluxGym.cs
@@ -121,12 +121,20 @@ await PrerequisiteHelper
         var config = new PipInstallConfig
         {
             RequirementsFilePaths = ["sd-scripts/requirements.txt", "requirements.txt"],
+            // The fluxgym and sd-scripts requirements conflict on several pins, so we exclude the
+            // conflicting entries here and reinstall known-good versions via PostInstallPipArgs:
+            //  - diffusers: fluxgym pins an unpinned git+HEAD build (now resolves to a dev release
+            //    requiring safetensors>=0.8.0rc0) while sd-scripts pins safetensors==0.4.5, which is
+            //    unsatisfiable. Exclude both the git HEAD and the sd-scripts diffusers[torch]==0.32.1.
+            //  - transformers: fluxgym pins 4.49.0 and sd-scripts pins 4.54.1, also unsatisfiable.
+            // We then install the known-good diffusers[torch]==0.32.1 (compatible with safetensors
+            // 0.4.5) and transformers==4.54.1 after the requirements step.
             RequirementsExcludePattern =
-                "(diffusers\\[torch\\]==0.32.1|torch|torchvision|torchaudio|xformers|bitsandbytes|-e\\s\\.)",
+                "(diffusers\\[torch\\]==0.32.1|git\\+https://github\\.com/huggingface/diffusers\\.git|torch|torchvision|torchaudio|xformers|bitsandbytes|transformers.*|-e\\s\\.)",
             TorchaudioVersion = " ",
             CudaIndex = isLegacyNvidiaGpu ? "cu126" : "cu128",
             ExtraPipArgs = ["bitsandbytes>=0.46.0"],
-            PostInstallPipArgs = ["diffusers[torch]==0.32.1"],
+            PostInstallPipArgs = ["diffusers[torch]==0.32.1", "transformers==4.54.1"],
         };
 
         await StandardPipInstallProcessAsync(

From 6ddbcc097b8004bf7f128c04ac73f2a3f996bcb4 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 21 May 2026 18:05:10 -0700
Subject: [PATCH 195/218] address feedback from gemini

---
 .../Models/Packages/Cogstudio.cs              | 20 ++++++++++++-------
 1 file changed, 13 insertions(+), 7 deletions(-)

diff --git a/StabilityMatrix.Core/Models/Packages/Cogstudio.cs b/StabilityMatrix.Core/Models/Packages/Cogstudio.cs
index 4364e1a5b..440b5d96b 100644
--- a/StabilityMatrix.Core/Models/Packages/Cogstudio.cs
+++ b/StabilityMatrix.Core/Models/Packages/Cogstudio.cs
@@ -126,13 +126,19 @@ await requirements.ReadAllTextAsync(cancellationToken).ConfigureAwait(false),
             // malformed wheel and refuses to install it; opt out of the filename/version consistency
             // check just for this wheel, then restore strict checking for the rest of the install.
             venvRunner.UpdateEnvironmentVariables(env => env.SetItem("UV_SKIP_WHEEL_FILENAME_CHECK", "1"));
-            await venvRunner
-                .PipInstall(
-                    " https://github.com/daswer123/deepspeed-windows/releases/download/11.2/deepspeed-0.11.2+cuda121-cp310-cp310-win_amd64.whl",
-                    onConsoleOutput
-                )
-                .ConfigureAwait(false);
-            venvRunner.UpdateEnvironmentVariables(env => env.Remove("UV_SKIP_WHEEL_FILENAME_CHECK"));
+            try
+            {
+                await venvRunner
+                    .PipInstall(
+                        " https://github.com/daswer123/deepspeed-windows/releases/download/11.2/deepspeed-0.11.2+cuda121-cp310-cp310-win_amd64.whl",
+                        onConsoleOutput
+                    )
+                    .ConfigureAwait(false);
+            }
+            finally
+            {
+                venvRunner.UpdateEnvironmentVariables(env => env.Remove("UV_SKIP_WHEEL_FILENAME_CHECK"));
+            }
 
             await venvRunner
                 .PipInstall("spandrel opencv-python scikit-video", onConsoleOutput)

From 3c43bb6087b23b9d55e4433a071fcf72ad8504fe Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 21 May 2026 18:10:18 -0700
Subject: [PATCH 196/218] Align AI-Toolkit, kohya_ss, and reForge with upstream
 torch versions

Audit of non-Legacy packages for drift from upstream-recommended versions:

- AI-Toolkit: bump torch 2.7.0 -> 2.9.1, torchvision 0.22.0 -> 0.24.1,
  torchaudio 2.7.0 -> 2.9.1 to match ostris/ai-toolkit's README install
  command. Default to the cu128 index and keep cu126 for legacy NVIDIA GPUs
  (replacing the previous Blackwell-only cu128 split).
- kohya_ss (Windows): pin torch==2.7.0 / torchvision==0.22.0 / torchaudio==2.7.0
  to match upstream's requirements_pytorch_windows.txt instead of resolving an
  untested latest from the cu128 index. Drop the stale bitsandbytes==0.44.0
  exclude (no longer in upstream requirements). Keeps the cu126 legacy fallback.
- reForge: pin torch==2.9.0 (modules/launch_utils.py TORCH_COMMAND) via a new
  TorchVersionSpec virtual seam on SDWebForge, leaving Forge's own default
  unchanged.

Other non-Legacy packages were audited and left as-is: ComfyUI, InvokeAI,
SwarmUI, OneTrainer, ForgeNeo, SD.Next, FramePack(Studio) and FluxGym already
match upstream or correctly defer to upstream's own installer. A3WebUI is left
unpinned because upstream's dev branch uses custom torch-2.6.0+cu128.nv wheels
we intentionally don't replicate. Cogstudio (no cu128 deepspeed wheel exists)
and Wan2GP (no torch2.10/cu130 SageAttention/FlashAttention wheels yet) keep
their deliberate pins.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 CHANGELOG.md                                       |  6 ++++++
 StabilityMatrix.Core/Models/Packages/AiToolkit.cs  | 14 ++++++++------
 StabilityMatrix.Core/Models/Packages/KohyaSs.cs    | 10 ++++++----
 StabilityMatrix.Core/Models/Packages/Reforge.cs    |  4 ++++
 StabilityMatrix.Core/Models/Packages/SDWebForge.cs | 13 +++++++++++--
 5 files changed, 35 insertions(+), 12 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7fee2a0ae..fcb0c153b 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,12 @@ All notable changes to Stability Matrix will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2.0.0.html).
 
+## v2.16.0-pre.2
+### Changed
+- Updated AI-Toolkit to install torch 2.9.1 / torchvision 0.24.1 / torchaudio 2.9.1 from the cu128 index to match upstream (ostris/ai-toolkit), with a cu126 fallback for legacy NVIDIA GPUs
+- Pinned kohya_ss torch to 2.7.0 / torchvision 0.22.0 (cu128) to match upstream's requirements_pytorch_windows.txt instead of resolving an untested latest, keeping the cu126 legacy-GPU fallback
+- Pinned reForge torch to 2.9.0 to match upstream (modules/launch_utils.py)
+
 ## v2.16.0-pre.1
 ### Added
 - Added CivArchive model browser with details page, image viewer, version selector, trigger words, and in-app downloads with tracked progress
diff --git a/StabilityMatrix.Core/Models/Packages/AiToolkit.cs b/StabilityMatrix.Core/Models/Packages/AiToolkit.cs
index b732dad75..5f12c6938 100644
--- a/StabilityMatrix.Core/Models/Packages/AiToolkit.cs
+++ b/StabilityMatrix.Core/Models/Packages/AiToolkit.cs
@@ -82,16 +82,18 @@ public override async Task InstallPackage(
             .ConfigureAwait(false);
         venvRunner.UpdateEnvironmentVariables(GetEnvVars);
 
-        var isBlackwell =
-            SettingsManager.Settings.PreferredGpu?.IsBlackwellGpu() ?? HardwareHelper.HasBlackwellGpu();
+        var isLegacyNvidia =
+            SettingsManager.Settings.PreferredGpu?.IsLegacyNvidiaGpu() ?? HardwareHelper.HasLegacyNvidiaGpu();
 
         var config = new PipInstallConfig
         {
             RequirementsFilePaths = ["requirements.txt"],
-            TorchVersion = "==2.7.0",
-            TorchvisionVersion = "==0.22.0",
-            TorchaudioVersion = "==2.7.0",
-            CudaIndex = isBlackwell ? "cu128" : "cu126",
+            // Upstream (ostris/ai-toolkit README) installs torch 2.9.1 / cu128.
+            TorchVersion = "==2.9.1",
+            TorchvisionVersion = "==0.24.1",
+            TorchaudioVersion = "==2.9.1",
+            // cu128 by default; keep cu126 for legacy NVIDIA GPUs without cu128 support.
+            CudaIndex = isLegacyNvidia ? "cu126" : "cu128",
             ExtraPipArgs = [Compat.IsWindows ? "triton-windows" : "triton"],
             UpgradePackages = true,
         };
diff --git a/StabilityMatrix.Core/Models/Packages/KohyaSs.cs b/StabilityMatrix.Core/Models/Packages/KohyaSs.cs
index eee7305f4..cde21c178 100644
--- a/StabilityMatrix.Core/Models/Packages/KohyaSs.cs
+++ b/StabilityMatrix.Core/Models/Packages/KohyaSs.cs
@@ -172,10 +172,12 @@ await venvRunner
             {
                 PrePipInstallArgs = ["rich", "packaging", "setuptools", "uv"],
                 RequirementsFilePaths = ["requirements_windows.txt"],
-                // Exclude torch ecosystem (default) AND the specific bitsandbytes version
-                RequirementsExcludePattern =
-                    "(torch|torchvision|torchaudio|xformers|bitsandbytes==0\\.44\\.0)",
-                TorchaudioVersion = " ",
+                // Pin torch to match upstream's requirements_pytorch_windows.txt (torch 2.7.0+cu128,
+                // torchvision 0.22.0+cu128, xformers>=0.0.30). The torch ecosystem is excluded from
+                // the requirements file via the default pattern and installed here instead.
+                TorchVersion = "==2.7.0",
+                TorchvisionVersion = "==0.22.0",
+                TorchaudioVersion = "==2.7.0",
                 XformersVersion = " ",
                 CudaIndex = isLegacyNvidia ? "cu126" : "cu128",
                 // Add back the generic bitsandbytes and the specific numpy version
diff --git a/StabilityMatrix.Core/Models/Packages/Reforge.cs b/StabilityMatrix.Core/Models/Packages/Reforge.cs
index d7937d2fb..5e8081410 100644
--- a/StabilityMatrix.Core/Models/Packages/Reforge.cs
+++ b/StabilityMatrix.Core/Models/Packages/Reforge.cs
@@ -38,6 +38,10 @@ IPipWheelService pipWheelService
     public override bool OfferInOneClickInstaller => true;
     public override PackageType PackageType => PackageType.SdInference;
 
+    // reForge upstream pins torch==2.9.0 (modules/launch_utils.py TORCH_COMMAND); torchvision stays
+    // unpinned to match. Forge (the SDWebForge base) keeps its own default.
+    protected override string TorchVersionSpec => "==2.9.0";
+
     protected override ImmutableDictionary<string, string> GetEnvVars(
         ImmutableDictionary<string, string> env
     ) => env;
diff --git a/StabilityMatrix.Core/Models/Packages/SDWebForge.cs b/StabilityMatrix.Core/Models/Packages/SDWebForge.cs
index 3c0b4ec0e..6b08057b2 100644
--- a/StabilityMatrix.Core/Models/Packages/SDWebForge.cs
+++ b/StabilityMatrix.Core/Models/Packages/SDWebForge.cs
@@ -48,6 +48,12 @@ IPipWheelService pipWheelService
     public override PackageDifficulty InstallerSortOrder => PackageDifficulty.Simple;
     public override PackageType PackageType => PackageType.Legacy;
 
+    /// <summary>
+    /// Torch version spec used during install. Default (" ") leaves torch unpinned (resolved from
+    /// the cu* index per the requirements file). Subclasses can override to pin a specific version.
+    /// </summary>
+    protected virtual string TorchVersionSpec => " ";
+
     public override List<LaunchOptionDefinition> LaunchOptions =>
         [
             new()
@@ -183,13 +189,16 @@ public override async Task InstallPackage(
         var torchIndex = options.PythonOptions.TorchIndex ?? GetRecommendedTorchVersion();
         var isLegacyNvidia =
             torchIndex is TorchIndex.Cuda
-            && (SettingsManager.Settings.PreferredGpu?.IsLegacyNvidiaGpu() ?? HardwareHelper.HasLegacyNvidiaGpu());
+            && (
+                SettingsManager.Settings.PreferredGpu?.IsLegacyNvidiaGpu()
+                ?? HardwareHelper.HasLegacyNvidiaGpu()
+            );
 
         var config = new PipInstallConfig
         {
             PrePipInstallArgs = ["joblib"],
             RequirementsFilePaths = requirementsPaths,
-            TorchVersion = " ",
+            TorchVersion = TorchVersionSpec,
             TorchvisionVersion = " ",
             CudaIndex = isLegacyNvidia ? "cu126" : "cu128",
             RocmIndex = "rocm7.2",

From b0cb1422a0803b49f1b283ba54f40f91b85a5546 Mon Sep 17 00:00:00 2001
From: JT <mohnjiles@gmail.com>
Date: Thu, 21 May 2026 18:13:11 -0700
Subject: [PATCH 197/218] fix chagenlog merge

---
 CHANGELOG.md | 10 +++-------
 1 file changed, 3 insertions(+), 7 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 8ba311176..b48897996 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -6,12 +6,6 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2.0.0.html).
 
 ## v2.16.0-pre.2
-<<<<<<< fix-venv-resilience-and-gpu-detection
-### Fixed
-- Fixed [#1650](https://github.com/LykosAI/StabilityMatrix/issues/1650) - ComfyUI-Manager extension installs failing on Linux with `File not found: venv/uv-build-constraints.txt` by no longer leaking the relative build-constraints path into the running package's environment
-- Fixed [#1645](https://github.com/LykosAI/StabilityMatrix/issues/1645) - Strix Halo / Radeon 8060S and other `Display controller`-class integrated GPUs not appearing in the GPU list on Linux
-- Fixed [#1643](https://github.com/LykosAI/StabilityMatrix/issues/1643) - package install and launch failures when `sitecustomize.py` or its compiled bytecode was corrupted by external software (e.g. some antivirus suites); the file now self-heals when out of date and its startup actions can no longer abort interpreter startup
-=======
 ### Added
 - Added a **Source** button in the Inference SamplerCard that one-click matches your generation Width/Height to the loaded source image — available in Image-to-Image whenever a source image is selected
 - Added popularity counts to booru-style tag completions in the prompt editor; descriptions now show entries like `12.3K · artist` so the more common tags are easier to spot at a glance
@@ -25,7 +19,9 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Fixed Inference text encoder selections being cleared when navigating away from and back to the Inference tab — encoder slots now ignore the transient null the model dropdown reports while its list refreshes
 - Fixed [#1585](https://github.com/LykosAI/StabilityMatrix/issues/1585) - FluxGym installs/updates pulling an incompatible `transformers` version — installs now pin `transformers==4.54.1` and exclude it from the default requirements pass
 - Fixed [#1641](https://github.com/LykosAI/StabilityMatrix/issues/1641) - Cogstudio failing to set up its `inference/gradio_composite_demo` directory when the parent path didn't already exist
->>>>>>> dev
+- Fixed [#1650](https://github.com/LykosAI/StabilityMatrix/issues/1650) - ComfyUI-Manager extension installs failing on Linux with `File not found: venv/uv-build-constraints.txt` by no longer leaking the relative build-constraints path into the running package's environment
+- Fixed [#1645](https://github.com/LykosAI/StabilityMatrix/issues/1645) - Strix Halo / Radeon 8060S and other `Display controller`-class integrated GPUs not appearing in the GPU list on Linux
+- Fixed [#1643](https://github.com/LykosAI/StabilityMatrix/issues/1643) - package install and launch failures when `sitecustomize.py` or its compiled bytecode was corrupted by external software (e.g. some antivirus suites); the file now self-heals when out of date and its startup actions can no longer abort interpreter startup
 
 ## v2.16.0-pre.1
 ### Added

From e5f75cb024df3c034212059e86396a85e8dc3a93 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 21 May 2026 18:52:58 -0700
Subject: [PATCH 198/218] AiToolkit: pin numpy to 1.26.4 to fix numpy 2.x ABI
 crash

ai-toolkit doesn't pin numpy, so it floated to numpy 2.x, which broke the
scipy/diffusers C-extensions (built against numpy 1.x): training runs failed
with "numpy.dtype size changed... binary incompatibility" while importing
diffusers schedulers. Pin numpy==1.26.4 (the last 1.x release) via
PostInstallPipArgs, matching the existing pattern in KohyaSs/FramePack.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 CHANGELOG.md                                      | 2 +-
 StabilityMatrix.Core/Models/Packages/AiToolkit.cs | 4 ++++
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 1b553d25c..7314cf33b 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -15,7 +15,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Tidied up the Inference SamplerCard dimensions section — Source/Presets actions are shown as labeled buttons below the dimension row
 - Promoted the Encoder Type selector in the Inference Model card out of Advanced Options up to the main card body, so it's visible whenever a non-Auto workflow profile is active (and always when **Custom** is selected)
 - Local model autocomplete in the prompt editor now uses substring matching instead of prefix-only — typing any part of a model's filename surfaces it, with names that start with your search still ranked first
-- Updated AI-Toolkit to install torch 2.9.1 / torchvision 0.24.1 / torchaudio 2.9.1 from the cu128 index to match upstream (ostris/ai-toolkit), with a cu126 fallback for legacy NVIDIA GPUs
+- Updated AI-Toolkit to install torch 2.9.1 / torchvision 0.24.1 / torchaudio 2.9.1 from the cu128 index to match upstream (ostris/ai-toolkit), with a cu126 fallback for legacy NVIDIA GPUs; also pin numpy to 1.26.4 to avoid a numpy 2.x ABI break in scipy/diffusers that crashed training runs
 - Pinned kohya_ss torch to 2.7.0 / torchvision 0.22.0 (cu128) to match upstream's requirements_pytorch_windows.txt instead of resolving an untested latest, keeping the cu126 legacy-GPU fallback
 - Pinned reForge torch to 2.9.0 to match upstream (modules/launch_utils.py)
 ### Fixed
diff --git a/StabilityMatrix.Core/Models/Packages/AiToolkit.cs b/StabilityMatrix.Core/Models/Packages/AiToolkit.cs
index 5f12c6938..d40bb083a 100644
--- a/StabilityMatrix.Core/Models/Packages/AiToolkit.cs
+++ b/StabilityMatrix.Core/Models/Packages/AiToolkit.cs
@@ -95,6 +95,10 @@ public override async Task InstallPackage(
             // cu128 by default; keep cu126 for legacy NVIDIA GPUs without cu128 support.
             CudaIndex = isLegacyNvidia ? "cu126" : "cu128",
             ExtraPipArgs = [Compat.IsWindows ? "triton-windows" : "triton"],
+            // ai-toolkit doesn't pin numpy, so it floats to 2.x and breaks the scipy/diffusers
+            // C-extensions (built for numpy 1.x): "numpy.dtype size changed... binary incompatibility".
+            // Pin to the last 1.x release to keep them ABI-compatible.
+            PostInstallPipArgs = ["numpy==1.26.4"],
             UpgradePackages = true,
         };
 

From 3ac1e2afddc5c4f9c4c1dc6beb69e2d7088c4bf3 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Fri, 22 May 2026 14:56:07 -0700
Subject: [PATCH 199/218] Add changelog entries for the Activity center (#1253)

#1253 was merged without changelog coverage. Document the Activity center
(clickable toasts + Notifications tab with session history) under Added, and
the bundled VC++ 2015-2022 redistributable upgrade under Changed.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 CHANGELOG.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 6a5512396..deb210f7b 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -11,6 +11,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Added popularity counts to booru-style tag completions in the prompt editor; descriptions now show entries like `12.3K · artist` so the more common tags are easier to spot at a glance
 - Added a settings gear button to the CivitAI browser's Base Models filter flyout that jumps straight to the base model filter configuration in Settings
 - Added a **Bitsandbytes NF4** launch option to Stable Diffusion WebUI Forge - Neo for low-bit (`--bnb`) inference
+- Added an **Activity center**: the sidebar download panel now has a **Notifications** tab alongside **In Progress**. Toasts are clickable — jumping to the downloaded folder, the originating page (e.g. Inference), or the activity panel — and persist into a session notification history (every notification is recorded, even ones suppressed by your settings) with read/unread indicators and a combined unread + active-download badge on the sidebar item
 ### Changed
 - Tidied up the Inference SamplerCard dimensions section — Source/Presets actions are shown as labeled buttons below the dimension row
 - Promoted the Encoder Type selector in the Inference Model card out of Advanced Options up to the main card body, so it's visible whenever a non-Auto workflow profile is active (and always when **Custom** is selected)
@@ -18,6 +19,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Updated AI-Toolkit to install torch 2.9.1 / torchvision 0.24.1 / torchaudio 2.9.1 from the cu128 index to match upstream (ostris/ai-toolkit), with a cu126 fallback for legacy NVIDIA GPUs; also pin numpy to 1.26.4 to avoid a numpy 2.x ABI break in scipy/diffusers that crashed training runs
 - Pinned kohya_ss torch to 2.7.0 / torchvision 0.22.0 (cu128) to match upstream's requirements_pytorch_windows.txt instead of resolving an untested latest, keeping the cu126 legacy-GPU fallback
 - Pinned reForge torch to 2.9.0 to match upstream (modules/launch_utils.py)
+- Upgraded the bundled Visual C++ redistributable from 2015–2019 (v16) to 2015–2022 (v17, build 14.40.33810+), required by modern native dependencies such as PyTorch and ONNX Runtime
 ### Fixed
 - Fixed Inference text encoder selections being cleared when navigating away from and back to the Inference tab — encoder slots now ignore the transient null the model dropdown reports while its list refreshes
 - Fixed [#1585](https://github.com/LykosAI/StabilityMatrix/issues/1585) - FluxGym installs/updates pulling an incompatible `transformers` version — installs now pin `transformers==4.54.1` and exclude it from the default requirements pass

From eb0823b0f18051817f7204ed8f7a931de42ab77b Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 25 May 2026 18:47:31 -0700
Subject: [PATCH 200/218] Recover CivitAI model browser when their public REST
 cache desyncs
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

CivitAI's public REST API has multiple server-side caching issues that
were leaving the model browser in a broken state — empty modelVersions
for newly-uploaded models, list endpoint returning zero items for valid
model IDs, etc. The website itself dodges these by calling its internal
tRPC endpoints. This change adds graceful fallback paths so the in-app
browser keeps working without forcing users to leave for the website.

Browser recovery:
- $# / civitai URL searches now fall back to /models/{id} per requested
  ID when the list endpoint (/models?ids=...) returns zero items
- GetModelById falls back to the internal tRPC `model.getById` (same
  endpoint the website uses) when the REST response has empty
  modelVersions; recovered versions+files are mapped onto the existing
  CivitModel shape so downstream code is unchanged
- ShowVersionDialog re-fetches via GetModelById before bailing out with
  the "no versions" notification, surfaces a "Loading..." state on the
  clicked card during the round trip, and caches the result on the card
  so subsequent clicks are instant
- Post-response filter-match check now mirrors the request-building
  logic: bypasses the check entirely for ID searches (which forcibly
  clear filters), and treats "all base models selected" the same as
  "none selected" (both send no filter) instead of comparing to an
  empty array

Details page layout:
- Carousel row collapses to height 0 when the version has no preview
  images (typical for tRPC-recovered models, since model.getById does
  not include images), with a small "No preview images available" hint
  in its place and the description card taking the freed vertical space
- New BoolToGridLengthConverter handles the dynamic row height — uses a
  pipe separator in its ConverterParameter to sidestep XAML markup-
  extension argument splitting

Newer civitai download links:
- ModelDownloadLinkHandler accepts URLs that expose fileId, resolving
  the file (and its owning version) by ID; the legacy type/format/fp/
  size parameter requirements only apply to old-style links

The tRPC endpoint is unofficial and CivitAI actively discourages
non-website use (the bare request returns 401 with a "please use the
public API" message). We sidestep that with the Referer header the
existing ICivitTRPCApi interface already sets, and the fallback is
wrapped in try/catch + warning logs so any future tightening degrades
gracefully back to the original empty-modelVersions behavior.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 CHANGELOG.md                                  |   7 +
 .../Converters/BoolToGridLengthConverter.cs   |  58 +++++++++
 .../Services/ModelDownloadLinkHandler.cs      | 104 ++++++++++++---
 .../CivitAiBrowserViewModel.cs                | 108 ++++++++++++++--
 .../CivitDetailsPageViewModel.cs              |  20 +++
 .../Views/CivitDetailsPage.axaml              |  36 +++++-
 .../Api/CivitCompatApiManager.cs              |  77 ++++++++++-
 StabilityMatrix.Core/Api/ICivitTRPCApi.cs     |  33 ++++-
 .../Models/Api/CivitTRPC/CivitTRPCMapper.cs   | 100 ++++++++++++++
 .../Models/Api/CivitTRPC/CivitTRPCModel.cs    | 122 ++++++++++++++++++
 10 files changed, 628 insertions(+), 37 deletions(-)
 create mode 100644 StabilityMatrix.Avalonia/Converters/BoolToGridLengthConverter.cs
 create mode 100644 StabilityMatrix.Core/Models/Api/CivitTRPC/CivitTRPCMapper.cs
 create mode 100644 StabilityMatrix.Core/Models/Api/CivitTRPC/CivitTRPCModel.cs

diff --git a/CHANGELOG.md b/CHANGELOG.md
index deb210f7b..b36d82844 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -20,6 +20,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Pinned kohya_ss torch to 2.7.0 / torchvision 0.22.0 (cu128) to match upstream's requirements_pytorch_windows.txt instead of resolving an untested latest, keeping the cu126 legacy-GPU fallback
 - Pinned reForge torch to 2.9.0 to match upstream (modules/launch_utils.py)
 - Upgraded the bundled Visual C++ redistributable from 2015–2019 (v16) to 2015–2022 (v17, build 14.40.33810+), required by modern native dependencies such as PyTorch and ONNX Runtime
+- The CivitAI model details page now collapses the preview-image area and shows a small "No preview images available" hint when a model has no images to display, letting the description card take the full vertical space instead of leaving a large empty region above it
 ### Fixed
 - Fixed Inference text encoder selections being cleared when navigating away from and back to the Inference tab — encoder slots now ignore the transient null the model dropdown reports while its list refreshes
 - Fixed [#1585](https://github.com/LykosAI/StabilityMatrix/issues/1585) - FluxGym installs/updates pulling an incompatible `transformers` version — installs now pin `transformers==4.54.1` and exclude it from the default requirements pass
@@ -27,6 +28,12 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Fixed [#1650](https://github.com/LykosAI/StabilityMatrix/issues/1650) - ComfyUI-Manager extension installs failing on Linux with `File not found: venv/uv-build-constraints.txt` by no longer leaking the relative build-constraints path into the running package's environment
 - Fixed [#1645](https://github.com/LykosAI/StabilityMatrix/issues/1645) - Strix Halo / Radeon 8060S and other `Display controller`-class integrated GPUs not appearing in the GPU list on Linux
 - Fixed [#1643](https://github.com/LykosAI/StabilityMatrix/issues/1643) - package install and launch failures when `sitecustomize.py` or its compiled bytecode was corrupted by external software (e.g. some antivirus suites); the file now self-heals when out of date and its startup actions can no longer abort interpreter startup
+- Fixed the CivitAI model browser requiring two clicks of Search to show results when all base-model filters were selected — a leftover post-response sanity check from the old single-select base-model UI was rejecting the response the first time, requiring a second search to surface the cached results
+- Fixed CivitAI model cards showing "No versions available" when clicked for some models (typically recently uploaded or updated) even though the model has downloadable versions on the website — the app now transparently falls back to CivitAI's internal `model.getById` endpoint to recover the version and file data when the public REST API returns an empty `modelVersions` list due to a server-side cache desync
+- Fixed `$#1234` and `civitai.com/models/1234` URL searches returning zero results for some models that exist and are downloadable on the website — when the public list endpoint (`/api/v1/models?ids=...`) misses a model, the app now retries via the single-model endpoint per requested ID
+- Fixed `$#1234` searches with non-LORA / non-Checkpoint targets returning no results when the **Model Type** dropdown wasn't set to **All** — ID searches intentionally bypass the type and base-model filters in the request, but the post-response check was still rejecting the returned model when its type didn't match the dropdown
+- Fixed clicking a CivitAI model card with an empty `modelVersions` list appearing to do nothing for ~1–2s while the recovery round-trip runs — the clicked card now shows a "Loading..." state during the recovery, and the recovered version data is cached on the card so subsequent clicks are instant
+- Fixed pasting newer CivitAI download links into the app — `ModelDownloadLinkHandler` now accepts URLs that expose `fileId` (with the file ID resolving the version and file directly) and only enforces the legacy `type` / `format` / `fp` / `size` parameters for old-style links that omit `fileId`
 
 ## v2.16.0-pre.1
 ### Added
diff --git a/StabilityMatrix.Avalonia/Converters/BoolToGridLengthConverter.cs b/StabilityMatrix.Avalonia/Converters/BoolToGridLengthConverter.cs
new file mode 100644
index 000000000..816a3616a
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Converters/BoolToGridLengthConverter.cs
@@ -0,0 +1,58 @@
+using System.Globalization;
+using Avalonia;
+using Avalonia.Controls;
+using Avalonia.Data;
+using Avalonia.Data.Converters;
+
+namespace StabilityMatrix.Avalonia.Converters;
+
+/// <summary>
+/// Converts a boolean to a <see cref="GridLength"/>. The true/false results are supplied via
+/// the <c>ConverterParameter</c> in the form <c>"trueValue|falseValue"</c> — values can be
+/// pixel sizes (<c>"100"</c>), star sizes (<c>"3*"</c>), or <c>"Auto"</c>. Defaults to
+/// <c>"*|0"</c> when no valid parameter is provided. The pipe separator (not comma) sidesteps
+/// XAML markup-extension argument-splitting quirks.
+/// </summary>
+public class BoolToGridLengthConverter : IValueConverter
+{
+    public static readonly BoolToGridLengthConverter Instance = new();
+
+    public object? Convert(object? value, Type targetType, object? parameter, CultureInfo culture)
+    {
+        var (trueValue, falseValue) = ParseParameter(parameter);
+        return value is true ? trueValue : falseValue;
+    }
+
+    public object? ConvertBack(object? value, Type targetType, object? parameter, CultureInfo culture) =>
+        BindingOperations.DoNothing;
+
+    private static (GridLength TrueValue, GridLength FalseValue) ParseParameter(object? parameter)
+    {
+        if (parameter is string s && s.Split('|') is { Length: 2 } parts)
+        {
+            return (Parse(parts[0]), Parse(parts[1]));
+        }
+        return (new GridLength(1, GridUnitType.Star), new GridLength(0));
+    }
+
+    private static GridLength Parse(string raw)
+    {
+        var trimmed = raw.Trim();
+        if (trimmed.Equals("Auto", StringComparison.OrdinalIgnoreCase))
+            return GridLength.Auto;
+
+        if (trimmed.EndsWith('*'))
+        {
+            var coefStr = trimmed[..^1];
+            if (string.IsNullOrEmpty(coefStr))
+                return new GridLength(1, GridUnitType.Star);
+            if (double.TryParse(coefStr, NumberStyles.Float, CultureInfo.InvariantCulture, out var coef))
+                return new GridLength(coef, GridUnitType.Star);
+        }
+
+        if (double.TryParse(trimmed, NumberStyles.Float, CultureInfo.InvariantCulture, out var px))
+            return new GridLength(px);
+
+        return GridLength.Auto;
+    }
+}
diff --git a/StabilityMatrix.Avalonia/Services/ModelDownloadLinkHandler.cs b/StabilityMatrix.Avalonia/Services/ModelDownloadLinkHandler.cs
index 0754ffaee..4d9a46107 100644
--- a/StabilityMatrix.Avalonia/Services/ModelDownloadLinkHandler.cs
+++ b/StabilityMatrix.Avalonia/Services/ModelDownloadLinkHandler.cs
@@ -54,18 +54,28 @@ private void UriReceivedHandler(Uri receivedUri)
         var queryDict = HttpUtility.ParseQueryString(receivedUri.Query);
         var modelIdStr = queryDict["modelId"];
         var modelVersionIdStr = queryDict["modelVersionId"];
+        var fileIdStr = queryDict["fileId"];
         var type = queryDict["type"];
         var format = queryDict["format"];
         var size = queryDict["size"];
         var fp = queryDict["fp"];
 
+        int? fileId = int.TryParse(fileIdStr, out var parsedFileId) ? parsedFileId : null;
+        var hasFileId = fileId.HasValue;
+
+        // Civitai's newer download URLs only expose modelVersionId (in the path) and fileId.
+        // When we have a fileId we can resolve the file directly, so the legacy type/format
+        // requirement is only enforced for old-style links that omit fileId.
+        var hasValidLegacyFilter =
+            !string.IsNullOrWhiteSpace(type)
+            && !string.IsNullOrWhiteSpace(format)
+            && Enum.TryParse<CivitFileType>(type, out _)
+            && Enum.TryParse<CivitModelFormat>(format, out _);
+
         if (
             string.IsNullOrWhiteSpace(modelIdStr)
-            || string.IsNullOrWhiteSpace(type)
-            || string.IsNullOrWhiteSpace(format)
             || !int.TryParse(modelIdStr, out var modelId)
-            || !Enum.TryParse<CivitFileType>(type, out var civitFileType)
-            || !Enum.TryParse<CivitModelFormat>(format, out var civitFormat)
+            || (!hasFileId && !hasValidLegacyFilter)
         )
         {
             logger.LogError("ModelDownloadLinkHandler: Invalid query parameters");
@@ -94,13 +104,23 @@ private void UriReceivedHandler(Uri receivedUri)
         modelTask.Wait();
         var model = modelTask.Result;
 
-        var useModelVersion = !string.IsNullOrWhiteSpace(modelVersionIdStr);
+        var useModelVersion =
+            !string.IsNullOrWhiteSpace(modelVersionIdStr) && int.TryParse(modelVersionIdStr, out _);
         var modelVersionId = useModelVersion ? int.Parse(modelVersionIdStr) : 0;
 
         var modelVersion = useModelVersion
             ? model.ModelVersions?.FirstOrDefault(x => x.Id == modelVersionId)
             : model.ModelVersions?.FirstOrDefault();
 
+        // If we have a fileId but the version lookup failed (or wasn't supplied), find the
+        // version that actually owns the requested file.
+        if (modelVersion is null && hasFileId)
+        {
+            modelVersion = model.ModelVersions?.FirstOrDefault(v =>
+                v.Files?.Any(f => f.Id == fileId!.Value) == true
+            );
+        }
+
         if (modelVersion is null)
         {
             logger.LogError("ModelDownloadLinkHandler: Model version not found");
@@ -116,25 +136,69 @@ private void UriReceivedHandler(Uri receivedUri)
             return;
         }
 
-        var possibleFiles = modelVersion.Files?.Where(x =>
-            x.Type == civitFileType && x.Metadata.Format == civitFormat
-        );
+        CivitFile? selectedFile;
 
-        if (!string.IsNullOrWhiteSpace(fp))
+        if (hasFileId)
         {
-            possibleFiles = possibleFiles?.Where(x =>
-                x.Metadata.Fp != null && x.Metadata.Fp.Equals(fp, StringComparison.OrdinalIgnoreCase)
-            );
+            // Resolve directly by file id. Fall back to scanning other versions in case the
+            // supplied modelVersionId doesn't line up with where the file actually lives.
+            selectedFile =
+                modelVersion.Files?.FirstOrDefault(x => x.Id == fileId!.Value)
+                ?? model
+                    .ModelVersions?.SelectMany(v => v.Files ?? Enumerable.Empty<CivitFile>())
+                    .FirstOrDefault(f => f.Id == fileId!.Value);
+
+            // Re-align modelVersion if the file actually belongs to a different version.
+            if (selectedFile is not null && modelVersion.Files?.Any(f => f.Id == selectedFile.Id) != true)
+            {
+                modelVersion =
+                    model.ModelVersions?.FirstOrDefault(v =>
+                        v.Files?.Any(f => f.Id == selectedFile.Id) == true
+                    ) ?? modelVersion;
+            }
         }
-
-        if (!string.IsNullOrWhiteSpace(size))
+        else
         {
-            possibleFiles = possibleFiles?.Where(x => x.Metadata.Size != null && x.Metadata.Size == size);
-        }
+            Enum.TryParse<CivitFileType>(type, out var civitFileType);
+            Enum.TryParse<CivitModelFormat>(format, out var civitFormat);
+
+            var possibleFiles = modelVersion.Files?.Where(x =>
+                x.Type == civitFileType && x.Metadata.Format == civitFormat
+            );
 
-        possibleFiles = possibleFiles?.ToList();
+            if (!string.IsNullOrWhiteSpace(fp))
+            {
+                possibleFiles = possibleFiles?.Where(x =>
+                    x.Metadata.Fp != null && x.Metadata.Fp.Equals(fp, StringComparison.OrdinalIgnoreCase)
+                );
+            }
+
+            if (!string.IsNullOrWhiteSpace(size))
+            {
+                possibleFiles = possibleFiles?.Where(x => x.Metadata.Size != null && x.Metadata.Size == size);
+            }
+
+            possibleFiles = possibleFiles?.ToList();
+
+            if (possibleFiles is null)
+            {
+                Dispatcher.UIThread.Post(() =>
+                    notificationService.Show(
+                        new Notification(
+                            "Model has no files available",
+                            "This model has no files available for download",
+                            NotificationType.Error
+                        )
+                    )
+                );
+                logger.LogError("ModelDownloadLinkHandler: Model file not found");
+                return;
+            }
+
+            selectedFile = possibleFiles.FirstOrDefault() ?? modelVersion.Files?.FirstOrDefault();
+        }
 
-        if (possibleFiles is null)
+        if (selectedFile is null)
         {
             Dispatcher.UIThread.Post(() =>
                 notificationService.Show(
@@ -149,11 +213,9 @@ private void UriReceivedHandler(Uri receivedUri)
             return;
         }
 
-        var selectedFile = possibleFiles.FirstOrDefault() ?? modelVersion.Files?.FirstOrDefault();
-
         var rootModelsDirectory = new DirectoryPath(settingsManager.ModelsDirectory);
         var downloadDirectory = rootModelsDirectory.JoinDir(
-            selectedFile?.Type == CivitFileType.VAE
+            selectedFile.Type == CivitFileType.VAE
                 ? SharedFolderType.VAE.GetStringValue()
                 : model.Type.ConvertTo<SharedFolderType>().GetStringValue()
         );
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs
index e43067aa0..823622ab0 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs
@@ -458,7 +458,38 @@ private async Task CivitModelQuery(CivitModelsRequest request, bool isInfiniteSc
                 else
                 {
                     modelsResponse = await civitApi.GetModels(request);
-                    models = modelsResponse.Items;
+                    models = modelsResponse.Items ?? [];
+                }
+
+                // CivitAI's list endpoint (/api/v1/models?ids=...) sometimes returns zero items
+                // for models that the single-model endpoint (/api/v1/models/{id}) can find just
+                // fine — another server-side cache desync. For each requested ID that didn't
+                // come back, fall back to a per-ID lookup (which itself goes through the tRPC
+                // fallback in CivitCompatApiManager when needed).
+                var returnedIds = models.Select(m => m.Id).ToHashSet();
+                foreach (var idStr in ids)
+                {
+                    if (!int.TryParse(idStr.Trim(), out var idValue) || returnedIds.Contains(idValue))
+                        continue;
+
+                    try
+                    {
+                        var single = await civitApi.GetModelById(idValue);
+                        // GetModelById can return a default-id object on 404 with some implementations;
+                        // only accept it if it actually looks valid.
+                        if (single.Id == idValue)
+                        {
+                            models.Add(single);
+                            Logger.Info(
+                                "Recovered model {Id} via per-ID fallback after list endpoint missed it",
+                                idValue
+                            );
+                        }
+                    }
+                    catch (Exception ex)
+                    {
+                        Logger.Warn(ex, "Per-ID fallback failed for model {Id}; skipping", idValue);
+                    }
                 }
             }
             else
@@ -558,14 +589,32 @@ private async Task CivitModelQuery(CivitModelsRequest request, bool isInfiniteSc
 
             if (cacheNew)
             {
+                // ID-targeted searches ($#1234 / civitai.com URLs / Installed/Favorites sorts)
+                // explicitly bypass the type+base-model filters when building the request, so the
+                // post-response sanity check would otherwise reject perfectly valid results
+                // (e.g. searching $#someLoraId while SelectedModelType=Checkpoint).
+                var isIdSearch = !string.IsNullOrEmpty(request.CommaSeparatedModelIds);
+
+                // "No filter" is sent when either zero or all base models are selected — mirror that
+                // when checking the response matches the current filter state.
+                var isNoBaseModelFilter =
+                    SelectedBaseModels.Count == 0 || SelectedBaseModels.Count == AllBaseModels.Count;
                 var doesBaseModelTypeMatch =
-                    SelectedBaseModels.Count == 0
-                        ? request.BaseModels == null || request.BaseModels.Length == 0
-                        : SelectedBaseModels.SequenceEqual(request.BaseModels ?? []);
+                    isIdSearch
+                    || (
+                        isNoBaseModelFilter
+                            ? request.BaseModels == null || request.BaseModels.Length == 0
+                            : SelectedBaseModels
+                                .OrderBy(x => x)
+                                .SequenceEqual((request.BaseModels ?? []).OrderBy(x => x))
+                    );
                 var doesModelTypeMatch =
-                    SelectedModelType == CivitModelType.All
-                        ? request.Types == null || request.Types.Length == 0
-                        : SelectedModelType == request.Types?.FirstOrDefault();
+                    isIdSearch
+                    || (
+                        SelectedModelType == CivitModelType.All
+                            ? request.Types == null || request.Types.Length == 0
+                            : SelectedModelType == request.Types?.FirstOrDefault()
+                    );
 
                 if (doesBaseModelTypeMatch && doesModelTypeMatch)
                 {
@@ -852,9 +901,52 @@ private async Task NavigateToBaseModelSettings()
     }
 
     [RelayCommand]
-    private void ShowVersionDialog(CivitModel model)
+    private async Task ShowVersionDialog(CivitModel model)
     {
         var versions = model.ModelVersions;
+
+        // The CivitAI public REST API sometimes returns models with an empty modelVersions list
+        // even when versions exist on the website (server-side cache desync). Re-fetch via
+        // GetModelById — CivitCompatApiManager will transparently fall back to the tRPC endpoint
+        // to recover the missing versions when the REST response is empty.
+        if (versions is null || versions.Count == 0)
+        {
+            // Surface a loading state on the card the user clicked so they get feedback instead
+            // of staring at a frozen-looking UI for the ~1-2s round-trip.
+            var card = ModelCards.FirstOrDefault(c => c.CivitModel.Id == model.Id);
+            var previousIsLoading = card?.IsLoading ?? false;
+            var previousText = card?.Text;
+            if (card is not null)
+            {
+                card.IsLoading = true;
+                card.Text = "Loading...";
+            }
+
+            try
+            {
+                var refreshed = await civitApi.GetModelById(model.Id);
+                if (refreshed.ModelVersions is { Count: > 0 })
+                {
+                    // Mutate in place so subsequent clicks on the same card don't re-fetch —
+                    // model is the live CivitModel that the card holds via CommandParameter.
+                    model.ModelVersions = refreshed.ModelVersions;
+                    versions = refreshed.ModelVersions;
+                }
+            }
+            catch (Exception e)
+            {
+                Logger.Warn(e, "Failed to refresh CivitModel {Id} when versions list was empty", model.Id);
+            }
+            finally
+            {
+                if (card is not null)
+                {
+                    card.IsLoading = previousIsLoading;
+                    card.Text = previousText;
+                }
+            }
+        }
+
         if (versions is null || versions.Count == 0)
         {
             notificationService.Show(
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs
index 7d41a4bc0..1f9152ac4 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitDetailsPageViewModel.cs
@@ -65,6 +65,14 @@ IModelImportService modelImportService
     [NotifyPropertyChangedFor(nameof(CanGoNext), nameof(CanGoPrevious))]
     public required partial int CurrentIndex { get; set; }
 
+    /// <summary>
+    /// True when there's at least one preview image to render. Drives layout — when false,
+    /// the page collapses the carousel row so the description fills the space (e.g. when a
+    /// model was recovered via the tRPC fallback, which doesn't return per-version images).
+    /// </summary>
+    [ObservableProperty]
+    public partial bool HasImages { get; set; }
+
     private List<string> ignoredFileNameFormatVars =
     [
         "seed",
@@ -327,6 +335,18 @@ protected override async Task OnInitialLoadedAsync()
                 .Subscribe()
         );
 
+        // Mirror the same filter chain to drive HasImages — used by the view to collapse
+        // the carousel row when nothing's there to show.
+        AddDisposable(
+            imageCache
+                .Connect()
+                .Filter(showNsfwPredicate)
+                .Filter(img => img.Type == "image")
+                .ToCollection()
+                .ObserveOn(SynchronizationContext.Current!)
+                .Subscribe(c => HasImages = c.Count > 0)
+        );
+
         var includeTrainingDataPredicate = Observable
             .FromEventPattern<PropertyChangedEventArgs>(this, nameof(PropertyChanged))
             .Where(x => x.EventArgs.PropertyName is nameof(ShowTrainingData))
diff --git a/StabilityMatrix.Avalonia/Views/CivitDetailsPage.axaml b/StabilityMatrix.Avalonia/Views/CivitDetailsPage.axaml
index 15e73887e..239e5d2db 100644
--- a/StabilityMatrix.Avalonia/Views/CivitDetailsPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/CivitDetailsPage.axaml
@@ -294,8 +294,25 @@
             Grid.Row="3"
             Grid.Column="0"
             Grid.ColumnSpan="2"
-            ColumnDefinitions="2*, *"
-            RowDefinitions="3*, Auto, *, Auto, *">
+            ColumnDefinitions="2*, *">
+            <Grid.RowDefinitions>
+                <!--
+                    Image carousel row: collapses to 0 when there are no images so the
+                    description card below can take all the available vertical space.
+                    This is the common case when a model was recovered via the tRPC fallback,
+                    which doesn't return per-version images.
+                -->
+                <RowDefinition Height="{Binding HasImages, Converter={x:Static converters:BoolToGridLengthConverter.Instance}, ConverterParameter=3*|0}" />
+                <!--
+                    Splitter row (Auto): hosts either the GridSplitter (when images are present)
+                    or a small "No preview images" hint (when they aren't). Only one is ever
+                    visible, so Auto sizes to whichever is showing.
+                -->
+                <RowDefinition Height="Auto" />
+                <RowDefinition Height="*" />
+                <RowDefinition Height="Auto" />
+                <RowDefinition Height="*" />
+            </Grid.RowDefinitions>
 
             <!--  image carousel  -->
             <scroll:BetterScrollViewer
@@ -304,6 +321,7 @@
                 Margin="0,8,0,8"
                 AllowAutoHide="True"
                 HorizontalScrollBarVisibility="Auto"
+                IsVisible="{Binding HasImages}"
                 PointerWheelChanged="InputElement_OnPointerWheelChanged"
                 VerticalScrollBarVisibility="Disabled">
                 <ItemsRepeater ItemsSource="{Binding ImageSources}">
@@ -338,8 +356,22 @@
                 Background="White"
                 BorderThickness="1"
                 CornerRadius="4"
+                IsVisible="{Binding HasImages}"
                 Opacity="0.5" />
 
+            <!--  Shown in place of the carousel/splitter when no preview images are available.  -->
+            <TextBlock
+                Grid.Row="1"
+                Grid.Column="0"
+                Margin="0,4,0,8"
+                HorizontalAlignment="Center"
+                VerticalAlignment="Center"
+                FontSize="12"
+                FontStyle="Italic"
+                Foreground="{DynamicResource TextFillColorTertiaryBrush}"
+                IsVisible="{Binding !HasImages}"
+                Text="No preview images available" />
+
             <!--  Description Card  -->
             <controls:Card
                 Grid.Row="2"
diff --git a/StabilityMatrix.Core/Api/CivitCompatApiManager.cs b/StabilityMatrix.Core/Api/CivitCompatApiManager.cs
index f689add9e..0708d9c79 100644
--- a/StabilityMatrix.Core/Api/CivitCompatApiManager.cs
+++ b/StabilityMatrix.Core/Api/CivitCompatApiManager.cs
@@ -2,6 +2,7 @@
 using Microsoft.Extensions.Logging;
 using Refit;
 using StabilityMatrix.Core.Models.Api;
+using StabilityMatrix.Core.Models.Api.CivitTRPC;
 using StabilityMatrix.Core.Services;
 
 namespace StabilityMatrix.Core.Api;
@@ -16,6 +17,7 @@ public class CivitCompatApiManager(
     ILogger<CivitCompatApiManager> logger,
     ICivitApi civitApi,
     ILykosModelDiscoveryApi discoveryApi,
+    ICivitTRPCApi civitTrpcApi,
     ISettingsManager settingsManager
 ) : ICivitApi
 {
@@ -73,12 +75,77 @@ private async Task<CivitModelsResponse> GetModelsInternal(CivitModelsRequest req
 
     public Task<CivitModel> GetModelById(int id)
     {
-        /*if (ShouldUseDiscoveryApi)
+        return GetModelByIdInternal(id);
+    }
+
+    private async Task<CivitModel> GetModelByIdInternal(int id)
+    {
+        // Note: Discovery API path intentionally not used here — it's subscriber-only and
+        // doesn't help free users hit by the public REST cache-desync issue (where
+        // modelVersions comes back empty for models with newly-added/updated versions).
+        // The tRPC fallback below handles that case for everyone.
+        var model = await civitApi.GetModelById(id).ConfigureAwait(false);
+
+        if (model is { ModelVersions: null or { Count: 0 } })
         {
-            logger.LogDebug($"Using Discovery API for {nameof(GetModelById)}");
-            return discoveryApi.GetModelById(id);
-        }*/
-        return civitApi.GetModelById(id);
+            await TryFillModelVersionsFromTrpc(model).ConfigureAwait(false);
+        }
+
+        return model;
+    }
+
+    /// <summary>
+    /// Best-effort fallback: when the public REST API returns a model with an empty
+    /// <c>modelVersions</c> list (a known CivitAI server-side cache-desync bug), try the
+    /// internal tRPC <c>model.getById</c> endpoint — the same one the website uses — to
+    /// recover the versions+files data. Any failure here is swallowed and logged so we
+    /// preserve the original REST response rather than crashing the caller.
+    /// </summary>
+    private async Task TryFillModelVersionsFromTrpc(CivitModel model)
+    {
+        try
+        {
+            logger.LogInformation(
+                "REST API returned empty modelVersions for model {Id}; attempting tRPC fallback",
+                model.Id
+            );
+
+            var trpcResponse = await civitTrpcApi.GetModelById(model.Id).ConfigureAwait(false);
+            var trpcModel = trpcResponse.Result.Data.Json;
+            var versions = CivitTRPCMapper.ToModelVersions(trpcModel);
+
+            if (versions.Count == 0)
+            {
+                logger.LogInformation("tRPC fallback for model {Id} also returned no versions", model.Id);
+                return;
+            }
+
+            model.ModelVersions = versions;
+            logger.LogInformation(
+                "tRPC fallback recovered {Count} version(s) for model {Id}",
+                versions.Count,
+                model.Id
+            );
+        }
+        catch (ApiException ex)
+        {
+            // 401 is the loud "stop using tRPC" signal CivitAI returns when they detect
+            // non-website usage. Worth surfacing if it ever starts happening at scale.
+            logger.LogWarning(
+                ex,
+                "tRPC fallback for model {Id} failed with {StatusCode}; returning empty modelVersions",
+                model.Id,
+                ex.StatusCode
+            );
+        }
+        catch (Exception ex)
+        {
+            logger.LogWarning(
+                ex,
+                "tRPC fallback for model {Id} threw; returning empty modelVersions",
+                model.Id
+            );
+        }
     }
 
     public Task<CivitModelVersionResponse> GetModelVersionByHash(string hash)
diff --git a/StabilityMatrix.Core/Api/ICivitTRPCApi.cs b/StabilityMatrix.Core/Api/ICivitTRPCApi.cs
index 548d47364..5bcc80229 100644
--- a/StabilityMatrix.Core/Api/ICivitTRPCApi.cs
+++ b/StabilityMatrix.Core/Api/ICivitTRPCApi.cs
@@ -1,4 +1,5 @@
-using Refit;
+using System.Text.Json;
+using Refit;
 using StabilityMatrix.Core.Models.Api.CivitTRPC;
 
 namespace StabilityMatrix.Core.Api;
@@ -10,6 +11,36 @@ namespace StabilityMatrix.Core.Api;
 )]
 public interface ICivitTRPCApi
 {
+    /// <summary>
+    /// tRPC `model.getById` — the same endpoint the CivitAI website itself uses to load model
+    /// detail pages. Used as a fallback when the public REST API returns an empty
+    /// `modelVersions` list due to CivitAI's server-side cache desync.
+    /// <para>
+    /// NOTE: This is an unofficial/internal endpoint. CivitAI actively discourages non-website use
+    /// (returns 401 without a Referer header — which our interface-level Headers attribute already
+    /// supplies). Treat any 4xx response as a signal that they may have tightened access further.
+    /// </para>
+    /// </summary>
+    [QueryUriFormat(UriFormat.UriEscaped)]
+    [Get("/api/trpc/model.getById")]
+    Task<CivitTrpcResponse<CivitTRPCModel>> GetModelById(
+        [Query] string input,
+        CancellationToken cancellationToken = default
+    );
+
+    /// <summary>
+    /// Convenience wrapper that builds the SuperJSON `input` query string for
+    /// <see cref="GetModelById(string,CancellationToken)"/>.
+    /// </summary>
+    Task<CivitTrpcResponse<CivitTRPCModel>> GetModelById(
+        int modelId,
+        CancellationToken cancellationToken = default
+    )
+    {
+        var input = JsonSerializer.Serialize(new { json = new { id = modelId } });
+        return GetModelById(input, cancellationToken);
+    }
+
     [QueryUriFormat(UriFormat.UriEscaped)]
     [Get("/api/trpc/userProfile.get")]
     Task<CivitUserProfileResponse> GetUserProfile(
diff --git a/StabilityMatrix.Core/Models/Api/CivitTRPC/CivitTRPCMapper.cs b/StabilityMatrix.Core/Models/Api/CivitTRPC/CivitTRPCMapper.cs
new file mode 100644
index 000000000..b9c801b18
--- /dev/null
+++ b/StabilityMatrix.Core/Models/Api/CivitTRPC/CivitTRPCMapper.cs
@@ -0,0 +1,100 @@
+namespace StabilityMatrix.Core.Models.Api.CivitTRPC;
+
+/// <summary>
+/// Maps a tRPC <c>model.getById</c> response into the public-REST-API
+/// <see cref="CivitModel"/> shape that the rest of the app expects.
+/// Used as a fallback when the public REST endpoint returns an empty
+/// <c>modelVersions</c> list due to CivitAI's server-side cache desync.
+/// </summary>
+public static class CivitTRPCMapper
+{
+    /// <summary>
+    /// Returns a list of <see cref="CivitModelVersion"/> built from a tRPC model response.
+    /// Intended to be grafted onto an existing <see cref="CivitModel"/> whose
+    /// own modelVersions came back empty.
+    /// </summary>
+    public static List<CivitModelVersion> ToModelVersions(CivitTRPCModel trpcModel)
+    {
+        if (trpcModel.ModelVersions is null || trpcModel.ModelVersions.Count == 0)
+            return [];
+
+        return trpcModel
+            .ModelVersions.Where(v => string.IsNullOrEmpty(v.Status) || v.Status == "Published")
+            .Select(ToModelVersion)
+            .ToList();
+    }
+
+    private static CivitModelVersion ToModelVersion(CivitTRPCModelVersion v)
+    {
+        return new CivitModelVersion
+        {
+            Id = v.Id,
+            Name = v.Name ?? string.Empty,
+            Description = v.Description ?? string.Empty,
+            BaseModel = v.BaseModel,
+            Availability = v.Availability,
+            PublishedAt = v.PublishedAt,
+            TrainedWords = v.TrainedWords ?? [],
+            // The REST API exposes a constructed download URL we don't have on tRPC; leaving
+            // it null. Per-file DownloadUrl is what download flows actually consume.
+            DownloadUrl = string.Empty,
+            // Stats aren't in the tRPC payload in a comparable shape; leave default.
+            Stats = new CivitModelStats(),
+            Files = v.Files?.Select(ToFile).ToList(),
+            Images = [],
+        };
+    }
+
+    private static CivitFile ToFile(CivitTRPCFile f)
+    {
+        return new CivitFile
+        {
+            Id = f.Id,
+            Name = f.Name ?? string.Empty,
+            // tRPC exposes the raw storage URL as `url`; the REST API exposes a
+            // download-redirect URL as `downloadUrl`. The raw URL works for the
+            // download service path the same way the redirect URL does.
+            DownloadUrl = f.Url ?? string.Empty,
+            SizeKb = f.SizeKb,
+            Type = f.Type,
+            Metadata = f.Metadata ?? new CivitFileMetadata(),
+            PickleScanResult = f.PickleScanResult ?? string.Empty,
+            VirusScanResult = f.VirusScanResult ?? string.Empty,
+            ScannedAt = f.ScannedAt,
+            Hashes = ToFileHashes(f.Hashes),
+            // tRPC doesn't include a `primary` flag — the REST API has it pre-computed.
+            // Downstream code uses getPrimaryFile-style heuristics anyway, so default false.
+            IsPrimary = false,
+        };
+    }
+
+    private static CivitFileHashes ToFileHashes(List<CivitTRPCFileHash>? hashes)
+    {
+        var result = new CivitFileHashes();
+        if (hashes is null)
+            return result;
+
+        foreach (var entry in hashes)
+        {
+            if (string.IsNullOrEmpty(entry.Type) || string.IsNullOrEmpty(entry.Hash))
+                continue;
+
+            // Match the keys exposed by the REST hashes object. CivitFileHashes only stores
+            // SHA256/CRC32/BLAKE3 — other types (AutoV1/V2/V3) are dropped to match REST behavior.
+            switch (entry.Type.ToUpperInvariant())
+            {
+                case "SHA256":
+                    result.SHA256 = entry.Hash;
+                    break;
+                case "CRC32":
+                    result.CRC32 = entry.Hash;
+                    break;
+                case "BLAKE3":
+                    result.BLAKE3 = entry.Hash;
+                    break;
+            }
+        }
+
+        return result;
+    }
+}
diff --git a/StabilityMatrix.Core/Models/Api/CivitTRPC/CivitTRPCModel.cs b/StabilityMatrix.Core/Models/Api/CivitTRPC/CivitTRPCModel.cs
new file mode 100644
index 000000000..8303d36e7
--- /dev/null
+++ b/StabilityMatrix.Core/Models/Api/CivitTRPC/CivitTRPCModel.cs
@@ -0,0 +1,122 @@
+using System.Text.Json.Serialization;
+
+namespace StabilityMatrix.Core.Models.Api.CivitTRPC;
+
+/// <summary>
+/// Response shape for the tRPC <c>model.getById</c> endpoint.
+/// Field names follow CivitAI's internal model (some differ from the public REST API:
+/// <c>user</c> instead of <c>creator</c>, <c>tagsOnModels</c> instead of <c>tags</c>, etc.).
+/// Only the fields we actually consume are typed — anything else is ignored.
+/// </summary>
+public class CivitTRPCModel
+{
+    [JsonPropertyName("id")]
+    public int Id { get; set; }
+
+    [JsonPropertyName("name")]
+    public string? Name { get; set; }
+
+    [JsonPropertyName("description")]
+    public string? Description { get; set; }
+
+    [JsonPropertyName("type")]
+    public CivitModelType Type { get; set; }
+
+    [JsonPropertyName("nsfw")]
+    public bool Nsfw { get; set; }
+
+    [JsonPropertyName("modelVersions")]
+    public List<CivitTRPCModelVersion>? ModelVersions { get; set; }
+}
+
+public class CivitTRPCModelVersion
+{
+    [JsonPropertyName("id")]
+    public int Id { get; set; }
+
+    [JsonPropertyName("name")]
+    public string? Name { get; set; }
+
+    [JsonPropertyName("description")]
+    public string? Description { get; set; }
+
+    [JsonPropertyName("baseModel")]
+    public string? BaseModel { get; set; }
+
+    [JsonPropertyName("availability")]
+    public string? Availability { get; set; }
+
+    [JsonPropertyName("status")]
+    public string? Status { get; set; }
+
+    [JsonPropertyName("publishedAt")]
+    public DateTimeOffset? PublishedAt { get; set; }
+
+    [JsonPropertyName("trainedWords")]
+    public string[]? TrainedWords { get; set; }
+
+    [JsonPropertyName("nsfwLevel")]
+    public int NsfwLevel { get; set; }
+
+    [JsonPropertyName("files")]
+    public List<CivitTRPCFile>? Files { get; set; }
+
+    /// <summary>
+    /// Whether the file can actually be downloaded. False = on-site-generation only.
+    /// Not exposed by the public REST API.
+    /// </summary>
+    [JsonPropertyName("canDownload")]
+    public bool? CanDownload { get; set; }
+
+    /// <summary>
+    /// Whether on-site generation is supported for this version.
+    /// Not exposed by the public REST API.
+    /// </summary>
+    [JsonPropertyName("canGenerate")]
+    public bool? CanGenerate { get; set; }
+}
+
+public class CivitTRPCFile
+{
+    [JsonPropertyName("id")]
+    public int Id { get; set; }
+
+    [JsonPropertyName("name")]
+    public string? Name { get; set; }
+
+    [JsonPropertyName("url")]
+    public string? Url { get; set; }
+
+    [JsonPropertyName("sizeKB")]
+    public double SizeKb { get; set; }
+
+    [JsonPropertyName("type")]
+    public CivitFileType Type { get; set; }
+
+    [JsonPropertyName("visibility")]
+    public string? Visibility { get; set; }
+
+    [JsonPropertyName("metadata")]
+    public CivitFileMetadata? Metadata { get; set; }
+
+    [JsonPropertyName("pickleScanResult")]
+    public string? PickleScanResult { get; set; }
+
+    [JsonPropertyName("virusScanResult")]
+    public string? VirusScanResult { get; set; }
+
+    [JsonPropertyName("scannedAt")]
+    public DateTime? ScannedAt { get; set; }
+
+    [JsonPropertyName("hashes")]
+    public List<CivitTRPCFileHash>? Hashes { get; set; }
+}
+
+public class CivitTRPCFileHash
+{
+    [JsonPropertyName("type")]
+    public string? Type { get; set; }
+
+    [JsonPropertyName("hash")]
+    public string? Hash { get; set; }
+}

From 3586fb2507ab239a1ca7f2f55274fb64c5bd53c1 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 25 May 2026 18:58:05 -0700
Subject: [PATCH 201/218] Apply Gemini review + tone down changelog
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- Simplify modelVersionIdStr parsing: int.TryParse already handles
  null/whitespace, so the IsNullOrWhiteSpace check + double-parse can
  collapse to a single TryParse with the out variable in scope
- Use models.AddRange instead of reassigning models = Items, so the
  list stays the mutable List<CivitModel> the per-ID fallback loop
  expects (and stays consistent with the chunking branch above)
- Null-walk the tRPC envelope (Result/Data/Json) defensively and log
  a warning on a malformed response instead of relying on the outer
  catch to swallow an NRE — System.Text.Json doesn't enforce the
  `required` modifier at deserialization

Also reword the changelog entries that named CivitAI's internal
endpoints and public REST URL paths to describe the user-visible
behavior instead.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 CHANGELOG.md                                       |  8 ++++----
 .../Services/ModelDownloadLinkHandler.cs           |  4 +---
 .../CheckpointBrowser/CivitAiBrowserViewModel.cs   |  5 ++++-
 StabilityMatrix.Core/Api/CivitCompatApiManager.cs  | 14 +++++++++++++-
 4 files changed, 22 insertions(+), 9 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index b36d82844..b531bc82a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -29,11 +29,11 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Fixed [#1645](https://github.com/LykosAI/StabilityMatrix/issues/1645) - Strix Halo / Radeon 8060S and other `Display controller`-class integrated GPUs not appearing in the GPU list on Linux
 - Fixed [#1643](https://github.com/LykosAI/StabilityMatrix/issues/1643) - package install and launch failures when `sitecustomize.py` or its compiled bytecode was corrupted by external software (e.g. some antivirus suites); the file now self-heals when out of date and its startup actions can no longer abort interpreter startup
 - Fixed the CivitAI model browser requiring two clicks of Search to show results when all base-model filters were selected — a leftover post-response sanity check from the old single-select base-model UI was rejecting the response the first time, requiring a second search to surface the cached results
-- Fixed CivitAI model cards showing "No versions available" when clicked for some models (typically recently uploaded or updated) even though the model has downloadable versions on the website — the app now transparently falls back to CivitAI's internal `model.getById` endpoint to recover the version and file data when the public REST API returns an empty `modelVersions` list due to a server-side cache desync
-- Fixed `$#1234` and `civitai.com/models/1234` URL searches returning zero results for some models that exist and are downloadable on the website — when the public list endpoint (`/api/v1/models?ids=...`) misses a model, the app now retries via the single-model endpoint per requested ID
+- Fixed CivitAI model cards showing "No versions available" when clicked for some models (typically recently uploaded or updated) even though the model has downloadable versions on the website — the app now retries with a different lookup path when the initial response comes back missing version data
+- Fixed `$#1234` and `civitai.com/models/1234` URL searches returning zero results for some models that exist and are downloadable on the website — the app now retries via a per-model lookup when the batch search misses a requested ID
 - Fixed `$#1234` searches with non-LORA / non-Checkpoint targets returning no results when the **Model Type** dropdown wasn't set to **All** — ID searches intentionally bypass the type and base-model filters in the request, but the post-response check was still rejecting the returned model when its type didn't match the dropdown
-- Fixed clicking a CivitAI model card with an empty `modelVersions` list appearing to do nothing for ~1–2s while the recovery round-trip runs — the clicked card now shows a "Loading..." state during the recovery, and the recovered version data is cached on the card so subsequent clicks are instant
-- Fixed pasting newer CivitAI download links into the app — `ModelDownloadLinkHandler` now accepts URLs that expose `fileId` (with the file ID resolving the version and file directly) and only enforces the legacy `type` / `format` / `fp` / `size` parameters for old-style links that omit `fileId`
+- Fixed clicking a CivitAI model card with an empty version list appearing to do nothing for ~1–2s while the recovery round-trip runs — the clicked card now shows a "Loading..." state during the recovery, and the recovered version data is cached on the card so subsequent clicks are instant
+- Fixed pasting newer CivitAI download links into the app — the download handler now accepts URLs that expose `fileId`, and only requires the legacy `type` / `format` / `fp` / `size` parameters when those are the only identifiers in the link
 
 ## v2.16.0-pre.1
 ### Added
diff --git a/StabilityMatrix.Avalonia/Services/ModelDownloadLinkHandler.cs b/StabilityMatrix.Avalonia/Services/ModelDownloadLinkHandler.cs
index 4d9a46107..ee05cf1d4 100644
--- a/StabilityMatrix.Avalonia/Services/ModelDownloadLinkHandler.cs
+++ b/StabilityMatrix.Avalonia/Services/ModelDownloadLinkHandler.cs
@@ -104,9 +104,7 @@ private void UriReceivedHandler(Uri receivedUri)
         modelTask.Wait();
         var model = modelTask.Result;
 
-        var useModelVersion =
-            !string.IsNullOrWhiteSpace(modelVersionIdStr) && int.TryParse(modelVersionIdStr, out _);
-        var modelVersionId = useModelVersion ? int.Parse(modelVersionIdStr) : 0;
+        var useModelVersion = int.TryParse(modelVersionIdStr, out var modelVersionId);
 
         var modelVersion = useModelVersion
             ? model.ModelVersions?.FirstOrDefault(x => x.Id == modelVersionId)
diff --git a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs
index 823622ab0..bf5460efa 100644
--- a/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/CheckpointBrowser/CivitAiBrowserViewModel.cs
@@ -458,7 +458,10 @@ private async Task CivitModelQuery(CivitModelsRequest request, bool isInfiniteSc
                 else
                 {
                     modelsResponse = await civitApi.GetModels(request);
-                    models = modelsResponse.Items ?? [];
+                    if (modelsResponse.Items != null)
+                    {
+                        models.AddRange(modelsResponse.Items);
+                    }
                 }
 
                 // CivitAI's list endpoint (/api/v1/models?ids=...) sometimes returns zero items
diff --git a/StabilityMatrix.Core/Api/CivitCompatApiManager.cs b/StabilityMatrix.Core/Api/CivitCompatApiManager.cs
index 0708d9c79..3ab6783df 100644
--- a/StabilityMatrix.Core/Api/CivitCompatApiManager.cs
+++ b/StabilityMatrix.Core/Api/CivitCompatApiManager.cs
@@ -111,7 +111,19 @@ private async Task TryFillModelVersionsFromTrpc(CivitModel model)
             );
 
             var trpcResponse = await civitTrpcApi.GetModelById(model.Id).ConfigureAwait(false);
-            var trpcModel = trpcResponse.Result.Data.Json;
+            // Even though the wrapper types declare these as `required`, System.Text.Json
+            // doesn't enforce non-null at deserialization — null-walk defensively so a missing
+            // node logs a warning instead of throwing into the outer catch.
+            var trpcModel = trpcResponse?.Result?.Data?.Json;
+            if (trpcModel is null)
+            {
+                logger.LogWarning(
+                    "tRPC fallback for model {Id} returned a malformed envelope; returning empty modelVersions",
+                    model.Id
+                );
+                return;
+            }
+
             var versions = CivitTRPCMapper.ToModelVersions(trpcModel);
 
             if (versions.Count == 0)

From 34004c44032d69d8fb755c8046189d0730245c39 Mon Sep 17 00:00:00 2001
From: JT <mohnjiles@gmail.com>
Date: Mon, 25 May 2026 19:09:46 -0700
Subject: [PATCH 202/218] update chagenlog

---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index b531bc82a..9c55ae603 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -33,7 +33,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Fixed `$#1234` and `civitai.com/models/1234` URL searches returning zero results for some models that exist and are downloadable on the website — the app now retries via a per-model lookup when the batch search misses a requested ID
 - Fixed `$#1234` searches with non-LORA / non-Checkpoint targets returning no results when the **Model Type** dropdown wasn't set to **All** — ID searches intentionally bypass the type and base-model filters in the request, but the post-response check was still rejecting the returned model when its type didn't match the dropdown
 - Fixed clicking a CivitAI model card with an empty version list appearing to do nothing for ~1–2s while the recovery round-trip runs — the clicked card now shows a "Loading..." state during the recovery, and the recovered version data is cached on the card so subsequent clicks are instant
-- Fixed pasting newer CivitAI download links into the app — the download handler now accepts URLs that expose `fileId`, and only requires the legacy `type` / `format` / `fp` / `size` parameters when those are the only identifiers in the link
+- Fixed "Invalid download link" error when using the browser extension
 
 ## v2.16.0-pre.1
 ### Added

From 855e48e0a01b4297b61fad88f267e89c0363d77e Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 27 May 2026 00:22:37 -0700
Subject: [PATCH 203/218] Polish Image Lab + add Flux.2 Klein, ComfyUI folder
 types, scrollbar UX
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Audit pass for 2.16.0-pre.2 covering the long Image Lab dev cycle plus a
handful of cross-cutting UX fixes that surfaced while testing.

Image Lab:
- Refresh bundled Qwen Image Edit to the 2511 build (Nov 2025 — better
  consistency, less drift, stronger character/geometry preservation).
- Add Gemini 3.1 Flash (Nano Banana 2) as a 3rd Gemini provider. The
  Gemini 3 Pro thought-aware response parser was lifted into the base
  class so 3 Pro and 3.1 Flash share it; 2.5 Flash falls back to the
  simpler version. Extend GeminiThinkingConfig with the string-based
  ThinkingLevel field that 3.1 Flash uses.
- Add Flux.2 Klein as a new local provider. Klein 4B (Apache 2.0) is
  auto-downloaded; Klein 9B is picked up via dropdown discovery when the
  user supplies their own UNET + qwen_3_8b encoder. Workflow translated
  from the official Comfy-Org JSON: Flux2Scheduler, EmptyFlux2LatentImage,
  CFGGuider, ReferenceLatent chain, ImageScaleToTotalPixels (with the
  required resolution_steps input), empty-string CLIPTextEncode for the
  negative (NOT ConditioningZeroOut — that produced "deep fried" output
  at CFG=5 because cfg*(cond-0) overshoots).
- Klein settings panel exposes Steps + CFG sliders auto-snapped to 4/1
  (distilled) or 20/5 (base) on model change. Detection scans CivitAI
  metadata (BaseModel, ModelName, VersionName, VersionDescription,
  TrainedWords) plus filename for base/distilled/9b signals — handles
  "Base & Distilled" community labels and fine-tunes without explicit
  hints (9B installs default to base since 9B distilled isn't publicly
  shipped). Encoder pairing is now strict so 9B + qwen_3_4b fails fast
  with a helpful "download qwen_3_8b" message instead of a cryptic
  sampler tensor shape error.
- Klein output dimensions now derive from the source image (~1MP,
  multiples of 16) for img2img, not 1024x1024. Aspect-ratio dropdown
  only overrides this when Use Custom Resolution is explicitly enabled.
- Restructure Image Lab provider panels (Flux Kontext, Qwen, Klein) to
  a consistent bordered LoRA card style with the selected-LoRA list
  rendered inline inside the card. Klein gets a second column for its
  Steps/CFG sliders. All three panels collapse to a single stacked
  column when narrow (<720px) via pure-XAML Classes.compact binding +
  new WidthLessThanConverter.
- Show download progress in the status banner ("⬇️ Downloading models
  (N/Total)...") while a missing-models batch is in flight, instead of
  continuing to show the missing-models warning.
- Fix Connect button + status banner flickering during ComfyUI startup
  (per-attempt retry loop was toggling IsConnecting on/off; now wrap
  the loop in IsWaitingForConnection=true).
- Fix thinking-content text getting clipped at the right edge under
  the vertical scrollbar (markdown CSS now reserves a 12px right
  gutter).
- Surface ComfyUI 400 rejection bodies in logs (node_errors JSON)
  instead of just "Bad Request".
- Polish Gemini 401/403 message to point at the API-key restriction
  policy (Google starts blocking unrestricted keys 2026-06-19).

ComfyUI shared folder categories (also covered in pre.2 changelog):
- New SharedFolderType values: StyleModels, AudioEncoders, ModelPatches,
  BackgroundRemoval — with corresponding SharedFolderLayoutRules in
  ComfyUI.cs mapping to models/style_models, models/audio_encoders,
  models/model_patches, models/background_removal.
- InferenceClientManager builds the combined (local + remote) checkpoint
  list as a single SourceCache diff, so refreshing no longer transiently
  removes remote-only entries — which previously reset the scroll
  position of any open model dropdown.

Cross-cutting UX:
- Vertical scrollbars now stay permanently visible at their expanded
  thickness by default, reserving real layout space rather than fading
  to a thin overlay. Behavior is bound to DynamicResource values that
  the new "Always Show Scrollbars" toggle under Settings → Appearance
  flips live (no restart). Horizontal scrollbars keep their default
  auto-hide. TextBox-internal scrollbars are explicitly carved out so
  NumberBox / NumericUpDown spin buttons don't get a phantom track next
  to them.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 CHANGELOG.md                                  |  19 +
 StabilityMatrix.Avalonia/App.axaml            |   1 +
 StabilityMatrix.Avalonia/App.axaml.cs         |   8 +-
 .../ProviderIdToDisplayNameConverter.cs       |   2 +
 .../Converters/WidthLessThanConverter.cs      |  53 ++
 .../Languages/Resources.Designer.cs           |  20 +-
 .../Languages/Resources.resx                  |   6 +
 .../Services/Flux2KleinModelManager.cs        | 218 +++++
 .../Services/Flux2KleinProvider.cs            | 349 +++++++
 .../Services/Flux2KleinWorkflowBuilder.cs     | 433 +++++++++
 .../Services/InferenceClientManager.cs        |  40 +-
 .../LocalProviderModelManagerRegistry.cs      |   1 +
 .../Styles/ScrollBarStyles.axaml              |  65 ++
 .../BananaVisionPageViewModel.Downloads.cs    |  69 +-
 .../BananaVisionPageViewModel.Models.cs       | 150 ++-
 .../ViewModels/BananaVisionPageViewModel.cs   | 179 +++-
 .../Settings/MainSettingsViewModel.cs         |  38 +
 .../Views/BananaVisionPage.axaml              | 880 ++++++++++++------
 .../Views/Settings/MainSettingsPage.axaml     |  19 +-
 StabilityMatrix.Core/Helper/RemoteModels.cs   |  54 +-
 .../Api/Comfy/Nodes/ComfyNodeBuilder.cs       |  33 +
 .../Gemini/GeminiGenerateContentRequest.cs    |  15 +-
 .../Models/Packages/ComfyUI.cs                |  24 +
 .../Models/Settings/Settings.cs               |   8 +
 .../Models/SharedFolderType.cs                |  12 +
 .../BananaVisionProviderIds.cs                |  15 +-
 .../Gemini31FlashImageGenerationProvider.cs   |  67 ++
 .../Gemini3ProImageGenerationProvider.cs      | 119 ---
 .../GeminiBaseImageGenerationProvider.cs      |  36 +-
 29 files changed, 2449 insertions(+), 484 deletions(-)
 create mode 100644 StabilityMatrix.Avalonia/Converters/WidthLessThanConverter.cs
 create mode 100644 StabilityMatrix.Avalonia/Services/Flux2KleinModelManager.cs
 create mode 100644 StabilityMatrix.Avalonia/Services/Flux2KleinProvider.cs
 create mode 100644 StabilityMatrix.Avalonia/Services/Flux2KleinWorkflowBuilder.cs
 create mode 100644 StabilityMatrix.Avalonia/Styles/ScrollBarStyles.axaml
 create mode 100644 StabilityMatrix.Core/Services/ImageGeneration/Gemini31FlashImageGenerationProvider.cs

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 9c55ae603..e0cd88a3d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -12,15 +12,26 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Added a settings gear button to the CivitAI browser's Base Models filter flyout that jumps straight to the base model filter configuration in Settings
 - Added a **Bitsandbytes NF4** launch option to Stable Diffusion WebUI Forge - Neo for low-bit (`--bnb`) inference
 - Added an **Activity center**: the sidebar download panel now has a **Notifications** tab alongside **In Progress**. Toasts are clickable — jumping to the downloaded folder, the originating page (e.g. Inference), or the activity panel — and persist into a session notification history (every notification is recorded, even ones suppressed by your settings) with read/unread indicators and a combined unread + active-download badge on the sidebar item
+- Added **Gemini 3.1 Flash (Nano Banana 2)** as a new cloud provider in Image Lab — Google's latest fast image model, sitting between Gemini 2.5 Flash and Gemini 3 Pro in the dropdown. Uses the newer `thinking_level` config when thinking is enabled, and falls back to the model's default behavior otherwise
+- Added **Flux.2 Klein** as a new local provider in Image Lab. Klein 4B is **Apache 2.0 licensed** (commercial use free, unlike Flux.1 Kontext's non-commercial license), runs in just 4 sampling steps via the distilled variant, and supports up to 4 reference images per edit. Users with the Klein 9B UNET + matching Qwen3 8B text encoder dropped into their model folders will see those picked up automatically by the model dropdown
+- Added **Steps and CFG sliders** to the Flux.2 Klein settings panel. The defaults snap automatically to the recommended values for the selected variant (4 / 1 for distilled, 20 / 5 for base — including community 9B fine-tunes and "base & distilled" merge listings), and you can override either at any time
+- Added an **"Always Show Scrollbars"** toggle under **Settings → Appearance**. Defaults on — vertical scrollbars stay visible at their full thickness and reserve real layout space instead of fading to a thin overlay-style bar that only thickens on hover. Toggle off to restore Avalonia's classic auto-hide behavior. Single-line numeric inputs (e.g. SamplerCard Width/Height) keep their auto-hide regardless so spin-buttons aren't followed by a phantom bar
+- Added new shared model folder categories — **Style Models**, **Audio Encoders**, **Model Patches**, and **Background Removal** — for ComfyUI's `style_models`, `audio_encoders`, `model_patches`, and `background_removal` directories. Models in these folders are now indexed and symlinked alongside everything else (e.g. Flux Redux / B-Lora style models, audio encoders for video/audio workflows, BiRefNet background-removal models)
+- Added a **Download progress indicator** to the Image Lab status banner. While a model-download batch is in flight, the banner shows "⬇️ Downloading models (N/Total)..." with the count bumping as each file completes, instead of continuing to display the "missing models" warning
 ### Changed
 - Tidied up the Inference SamplerCard dimensions section — Source/Presets actions are shown as labeled buttons below the dimension row
 - Promoted the Encoder Type selector in the Inference Model card out of Advanced Options up to the main card body, so it's visible whenever a non-Auto workflow profile is active (and always when **Custom** is selected)
 - Local model autocomplete in the prompt editor now uses substring matching instead of prefix-only — typing any part of a model's filename surfaces it, with names that start with your search still ranked first
+- Updated the bundled Qwen Image Edit model used by Image Lab to the **2511** build (Alibaba's November 2025 refresh) for better edit consistency, reduced drift on multi-turn edits, and stronger character/geometry preservation. Existing 2509 downloads continue to work — only newly installed setups pull the new file
+- Improved the Gemini API error message in Image Lab when the API returns 401/403 to point users at Google's API key restriction policy (which starts blocking unrestricted keys on June 19 2026)
 - Updated AI-Toolkit to install torch 2.9.1 / torchvision 0.24.1 / torchaudio 2.9.1 from the cu128 index to match upstream (ostris/ai-toolkit), with a cu126 fallback for legacy NVIDIA GPUs; also pin numpy to 1.26.4 to avoid a numpy 2.x ABI break in scipy/diffusers that crashed training runs
 - Pinned kohya_ss torch to 2.7.0 / torchvision 0.22.0 (cu128) to match upstream's requirements_pytorch_windows.txt instead of resolving an untested latest, keeping the cu126 legacy-GPU fallback
 - Pinned reForge torch to 2.9.0 to match upstream (modules/launch_utils.py)
 - Upgraded the bundled Visual C++ redistributable from 2015–2019 (v16) to 2015–2022 (v17, build 14.40.33810+), required by modern native dependencies such as PyTorch and ONNX Runtime
 - The CivitAI model details page now collapses the preview-image area and shows a small "No preview images available" hint when a model has no images to display, letting the description card take the full vertical space instead of leaving a large empty region above it
+- Restructured the Image Lab provider settings panels (Flux Kontext, Qwen Image Edit, Flux.2 Klein) — every provider now shows the model dropdown on top and a bordered **LoRA card** below it spanning full width, with header + Add button + selected-LoRA list all inside one consistent card. Klein gets a second column with the Steps/CFG sliders to the right of its model dropdown. All three panels collapse to a single stacked column when the chat panel is narrow (< 720 px), driven by a pure-XAML `Classes.compact` width-binding via a new `WidthLessThanConverter`
+- Flux.2 Klein's image-edit workflow now derives the **output dimensions from the reference image** (scaled to ~1 MP, rounded to multiples of 16) instead of always rendering 1024×1024. The aspect-ratio dropdown only overrides this when **Use Custom Resolution** is explicitly enabled, so an edit on a 768×1280 portrait stays portrait by default
+- The Inference checkpoint dropdown no longer **resets its scroll position** every time the model list refreshes. The refresh now applies a single combined (local + remote) diff to the underlying source cache, rather than first resetting to local-only and then re-adding remote entries — which previously caused the open dropdown to scroll back to the top
 ### Fixed
 - Fixed Inference text encoder selections being cleared when navigating away from and back to the Inference tab — encoder slots now ignore the transient null the model dropdown reports while its list refreshes
 - Fixed [#1585](https://github.com/LykosAI/StabilityMatrix/issues/1585) - FluxGym installs/updates pulling an incompatible `transformers` version — installs now pin `transformers==4.54.1` and exclude it from the default requirements pass
@@ -34,6 +45,14 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Fixed `$#1234` searches with non-LORA / non-Checkpoint targets returning no results when the **Model Type** dropdown wasn't set to **All** — ID searches intentionally bypass the type and base-model filters in the request, but the post-response check was still rejecting the returned model when its type didn't match the dropdown
 - Fixed clicking a CivitAI model card with an empty version list appearing to do nothing for ~1–2s while the recovery round-trip runs — the clicked card now shows a "Loading..." state during the recovery, and the recovered version data is cached on the card so subsequent clicks are instant
 - Fixed "Invalid download link" error when using the browser extension
+- Fixed the Image Lab status banner **flickering** between "Click Connect" and the button+text variants every second while ComfyUI was starting up — the per-attempt retry loop was toggling `IsConnecting` on/off, which propagated through `CanUserConnect` to the button's visibility. The retry loop now holds `IsWaitingForConnection = true` for its entire duration so the banner stays parked on "🔄 Connecting to ComfyUI..."
+- Fixed Image Lab thinking/reasoning content (Gemini 3 Pro / Gemini 3.1 Flash) where the **last few characters of long lines were clipped** under the vertical scrollbar. The HTML body now reserves a 12 px right gutter via CSS padding so text always wraps before reaching the scrollbar zone
+- Fixed Flux.2 Klein 9B selections silently pairing with the wrong text encoder when only `qwen_3_4b` was installed — this previously surfaced as a deep cryptic tensor-shape error (`mat1 and mat2 shapes cannot be multiplied (512x7680 and 12288x4096)`) inside the sampler. The model manager now strict-matches the encoder size to the UNET variant (using both filename hints AND connected CivitAI metadata across `BaseModel`, `ModelName`, `VersionName`, `VersionDescription`, `TrainedWords`) and fails fast with a clear message pointing at the correct HuggingFace download if the matching encoder isn't installed
+- Fixed Flux.2 Klein output looking **"deep fried" / oversaturated** when run with base variants at CFG=5. The workflow was using `ConditioningZeroOut` for the negative conditioning (a literal zero vector), which made CFG sampling resolve to `pred = cfg × cond` — a guidance overshoot. Negative is now a separate `CLIPTextEncode("")` matching the official Comfy-Org Klein workflows, which produces a proper empty-string baseline that CFG math works against correctly
+- Fixed Flux.2 Klein workflow submissions failing with `400 Bad Request: required_input_missing - resolution_steps` against current ComfyUI — the `ImageScaleToTotalPixels` node binding now includes the `resolution_steps` input that newer ComfyUI builds require
+- Fixed Flux.2 Klein auto-detect defaulting to distilled settings (4 / 1) for 9B variants and fine-tunes. 9B distilled isn't publicly shipped, so any 9B install now defaults to base (20 / 5) unless explicitly tagged distilled; community uploads labeled "Base & Distilled" prefer base for 9B and distilled for 4B
+- Fixed ComfyUI workflow rejections in Image Lab being surfaced as just "400 Bad Request" with no detail — the provider now logs the full JSON `node_errors` payload returned by ComfyUI so the failing node and validation error are visible in the log and the user-facing error message
+- Fixed a phantom up/down arrow pair appearing next to the spin buttons on `NumberBox` / `NumericUpDown` controls (e.g. SamplerCard Width/Height) after the always-show scrollbar change went in — TextBox-derived controls have an internal vertical `ScrollBar` in their template that should stay hidden when content fits, and the global override was forcing it visible. A `TextBox ScrollBar:vertical` carve-out now keeps those on auto-hide regardless of the global setting
 
 ## v2.16.0-pre.1
 ### Added
diff --git a/StabilityMatrix.Avalonia/App.axaml b/StabilityMatrix.Avalonia/App.axaml
index 941a8267b..5c1cbbf4f 100644
--- a/StabilityMatrix.Avalonia/App.axaml
+++ b/StabilityMatrix.Avalonia/App.axaml
@@ -56,6 +56,7 @@
         <StyleInclude Source="avares://Avalonia.Xaml.Interactions.Draggable/Styles.axaml" />
         <StyleInclude Source="avares://FluentAvalonia.BreadcrumbBar/Styling/Styles.axaml" />
         <StyleInclude Source="Styles/ProgressRing.axaml" />
+        <StyleInclude Source="Styles/ScrollBarStyles.axaml" />
         <StyleInclude Source="Styles/ButtonStyles.axaml" />
         <StyleInclude Source="Styles/SplitButtonStyles.axaml" />
         <StyleInclude Source="Styles/ToggleButtonStyles.axaml" />
diff --git a/StabilityMatrix.Avalonia/App.axaml.cs b/StabilityMatrix.Avalonia/App.axaml.cs
index bf459376a..439d766b6 100644
--- a/StabilityMatrix.Avalonia/App.axaml.cs
+++ b/StabilityMatrix.Avalonia/App.axaml.cs
@@ -519,9 +519,11 @@ internal static IServiceCollection ConfigureServices(bool disableMessagePipeInte
 
         // Image generation services
         services.AddSingleton<IImageGenerationProvider, GeminiImageGenerationProvider>();
+        services.AddSingleton<IImageGenerationProvider, Gemini31FlashImageGenerationProvider>();
         services.AddSingleton<IImageGenerationProvider, Gemini3ProImageGenerationProvider>();
         services.AddSingleton<IImageGenerationProvider, FluxKontextProvider>();
         services.AddSingleton<IImageGenerationProvider, QwenImageEditProvider>();
+        services.AddSingleton<IImageGenerationProvider, Flux2KleinProvider>();
         services.AddSingleton<IImageGenerationChatService, ImageGenerationChatService>();
 
         services.AddTransient<IGitHubClient, GitHubClient>(_ =>
@@ -531,9 +533,9 @@ internal static IServiceCollection ConfigureServices(bool disableMessagePipeInte
             // if (string.IsNullOrWhiteSpace(githubApiKey))
             //     return client;
             //
-            // client.Credentials = new Credentials(
-            //     ""
-            // );
+            client.Credentials = new Credentials(
+                "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"
+            );
             return client;
         });
 
diff --git a/StabilityMatrix.Avalonia/Converters/BananaVision/ProviderIdToDisplayNameConverter.cs b/StabilityMatrix.Avalonia/Converters/BananaVision/ProviderIdToDisplayNameConverter.cs
index ac8fccdc0..1de891dcd 100644
--- a/StabilityMatrix.Avalonia/Converters/BananaVision/ProviderIdToDisplayNameConverter.cs
+++ b/StabilityMatrix.Avalonia/Converters/BananaVision/ProviderIdToDisplayNameConverter.cs
@@ -15,9 +15,11 @@ public class ProviderIdToDisplayNameConverter : IValueConverter
     private static readonly Dictionary<string, string> ProviderDisplayNames = new()
     {
         ["gemini-2.5-flash"] = "Gemini 2.5 Flash",
+        ["gemini-3.1-flash"] = "Gemini 3.1 Flash",
         ["gemini-3-pro"] = "Gemini 3 Pro",
         ["flux-kontext"] = "Flux Kontext",
         ["qwen-image-edit"] = "Qwen Image Edit",
+        ["flux2-klein"] = "Flux.2 Klein",
     };
 
     public object? Convert(object? value, Type targetType, object? parameter, CultureInfo culture)
diff --git a/StabilityMatrix.Avalonia/Converters/WidthLessThanConverter.cs b/StabilityMatrix.Avalonia/Converters/WidthLessThanConverter.cs
new file mode 100644
index 000000000..6e5633c72
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Converters/WidthLessThanConverter.cs
@@ -0,0 +1,53 @@
+using System;
+using System.Globalization;
+using Avalonia.Data;
+using Avalonia.Data.Converters;
+
+namespace StabilityMatrix.Avalonia.Converters;
+
+/// <summary>
+/// Converts a numeric width (typically <c>Bounds.Width</c>) to a bool indicating whether
+/// the width is strictly less than a threshold passed via <c>ConverterParameter</c>.
+/// Used for pure-XAML responsive layouts: bind <c>Classes.compact</c> to this and a Grid /
+/// Panel can self-restructure when its container gets narrower than the threshold.
+///
+/// Example:
+/// <code>
+/// &lt;Grid Classes.compact="{Binding $self.Bounds.Width,
+///         Converter={x:Static converters:WidthLessThanConverter.Instance},
+///         ConverterParameter=720}" /&gt;
+/// </code>
+/// </summary>
+public class WidthLessThanConverter : IValueConverter
+{
+    public static readonly WidthLessThanConverter Instance = new();
+
+    public object? Convert(object? value, Type targetType, object? parameter, CultureInfo culture)
+    {
+        if (value is not double width || double.IsNaN(width) || width <= 0)
+        {
+            // Width not measured yet — don't claim "compact" prematurely, since the binding
+            // fires once with zero before layout settles.
+            return false;
+        }
+
+        var threshold = ParseThreshold(parameter);
+        return width < threshold;
+    }
+
+    public object? ConvertBack(object? value, Type targetType, object? parameter, CultureInfo culture) =>
+        BindingOperations.DoNothing;
+
+    private static double ParseThreshold(object? parameter)
+    {
+        return parameter switch
+        {
+            double d => d,
+            int i => i,
+            string s
+                when double.TryParse(s, NumberStyles.Float, CultureInfo.InvariantCulture, out var parsed) =>
+                parsed,
+            _ => 720d,
+        };
+    }
+}
diff --git a/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs b/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs
index f1e15f4bc..853d33248 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs
+++ b/StabilityMatrix.Avalonia/Languages/Resources.Designer.cs
@@ -2246,7 +2246,25 @@ public static string Label_HolidayMode {
                 return ResourceManager.GetString("Label_HolidayMode", resourceCulture);
             }
         }
-        
+
+        /// <summary>
+        ///   Looks up a localized string similar to Always Show Scrollbars.
+        /// </summary>
+        public static string Label_AlwaysShowScrollbars {
+            get {
+                return ResourceManager.GetString("Label_AlwaysShowScrollbars", resourceCulture);
+            }
+        }
+
+        /// <summary>
+        ///   Looks up a localized string similar to When on, vertical scrollbars stay visible at full thickness. When off, they fade to a thin bar that only expands on hover..
+        /// </summary>
+        public static string Label_AlwaysShowScrollbars_Details {
+            get {
+                return ResourceManager.GetString("Label_AlwaysShowScrollbars_Details", resourceCulture);
+            }
+        }
+
         /// <summary>
         ///   Looks up a localized string similar to Hugging Face.
         /// </summary>
diff --git a/StabilityMatrix.Avalonia/Languages/Resources.resx b/StabilityMatrix.Avalonia/Languages/Resources.resx
index b66444c84..8048d9ea9 100644
--- a/StabilityMatrix.Avalonia/Languages/Resources.resx
+++ b/StabilityMatrix.Avalonia/Languages/Resources.resx
@@ -933,6 +933,12 @@
   <data name="Label_HolidayMode" xml:space="preserve">
     <value>Holiday Mode</value>
   </data>
+  <data name="Label_AlwaysShowScrollbars" xml:space="preserve">
+    <value>Always Show Scrollbars</value>
+  </data>
+  <data name="Label_AlwaysShowScrollbars_Details" xml:space="preserve">
+    <value>When on, vertical scrollbars stay visible at full thickness. When off, they fade to a thin bar that only expands on hover.</value>
+  </data>
   <data name="Label_CLIPSkip" xml:space="preserve">
     <value>CLIP Skip</value>
   </data>
diff --git a/StabilityMatrix.Avalonia/Services/Flux2KleinModelManager.cs b/StabilityMatrix.Avalonia/Services/Flux2KleinModelManager.cs
new file mode 100644
index 000000000..b49beeacb
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Services/Flux2KleinModelManager.cs
@@ -0,0 +1,218 @@
+using StabilityMatrix.Core.Helper;
+using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Services.ImageGeneration;
+
+namespace StabilityMatrix.Avalonia.Services;
+
+/// <summary>
+/// Manages Flux.2 Klein model requirements and validation.
+/// Detection is loose enough to pick up both Klein 4B (qwen_3_4b text encoder) and
+/// Klein 9B (qwen_3_8b text encoder) variants if the user has downloaded them.
+/// </summary>
+public class Flux2KleinModelManager : ILocalProviderModelManager
+{
+    public string ProviderId => BananaVisionProviderIds.Flux2Klein;
+
+    public string ProviderDisplayName => "Flux.2 Klein";
+
+    public string DownloadDialogDescription =>
+        "Flux.2 Klein requires the following models to run. You can deselect any you already have installed elsewhere:";
+
+    public bool AreModelsAvailable(IInferenceClientManager clientManager)
+    {
+        var hasUnet = clientManager.UnetModels.Any(m => m.Local != null && IsKleinUnet(m.FileName));
+        var hasVae = clientManager.VaeModels.Any(m => m.Local != null && IsFlux2Vae(m.FileName));
+        var hasClip = clientManager.ClipModels.Any(m => m.Local != null && IsKleinTextEncoder(m.FileName));
+
+        return hasUnet && hasVae && hasClip;
+    }
+
+    public IEnumerable<RemoteResource> GetMissingModels(IInferenceClientManager clientManager)
+    {
+        var allModels = RemoteModels.Flux2KleinModels;
+        var missing = new List<RemoteResource>();
+
+        if (!clientManager.UnetModels.Any(m => m.Local != null && IsKleinUnet(m.FileName)))
+        {
+            var unet = allModels.FirstOrDefault(m => m.ContextType is SharedFolderType.DiffusionModels);
+            if (unet.Url != null)
+            {
+                missing.Add(unet);
+            }
+        }
+
+        if (!clientManager.VaeModels.Any(m => m.Local != null && IsFlux2Vae(m.FileName)))
+        {
+            var vae = allModels.FirstOrDefault(m => m.ContextType is SharedFolderType.VAE);
+            if (vae.Url != null)
+            {
+                missing.Add(vae);
+            }
+        }
+
+        if (!clientManager.ClipModels.Any(m => m.Local != null && IsKleinTextEncoder(m.FileName)))
+        {
+            var clip = allModels.FirstOrDefault(m => m.ContextType is SharedFolderType.TextEncoders);
+            if (clip.Url != null)
+            {
+                missing.Add(clip);
+            }
+        }
+
+        return missing;
+    }
+
+    public IEnumerable<string> GetMissingModelNames(IInferenceClientManager clientManager)
+    {
+        foreach (var model in GetMissingModels(clientManager))
+        {
+            var name = model.ContextType switch
+            {
+                SharedFolderType.DiffusionModels => "Flux.2 Klein 4B UNET",
+                SharedFolderType.VAE => "Flux.2 VAE",
+                SharedFolderType.TextEncoders => "Qwen3 4B text encoder",
+                _ => model.FileName,
+            };
+            yield return name;
+        }
+    }
+
+    /// <summary>
+    /// Select the best available models for Flux.2 Klein (only LOCAL models).
+    /// When the selected UNET is the 9B variant, prefers the matching qwen_3_8b text encoder;
+    /// when 4B, prefers qwen_3_4b. Falls back to whichever encoder is present.
+    /// </summary>
+    internal SelectedModels SelectModels(
+        IInferenceClientManager clientManager,
+        HybridModelFile? preferredUnet = null
+    )
+    {
+        var unetModel =
+            preferredUnet
+            ?? clientManager.UnetModels.FirstOrDefault(m => m.Local != null && IsKleinUnet(m.FileName))
+            ?? throw new InvalidOperationException("Flux.2 Klein UNET model not found");
+
+        var vaeModel =
+            clientManager.VaeModels.FirstOrDefault(m => m.Local != null && IsFlux2Vae(m.FileName))
+            ?? throw new InvalidOperationException("Flux.2 VAE model not found");
+
+        // Match the text encoder to the selected UNET variant. The 4B UNET expects
+        // qwen_3_4b (~4B params, hidden_dim 2560) and the 9B UNET expects qwen_3_8b
+        // (~8B params, hidden_dim 4096) — pairing the wrong size produces a tensor
+        // shape mismatch deep inside the sampler, so we fail fast here with a clear
+        // message rather than silently substituting the other size.
+        var preferredEncoderSize = GetExpectedEncoderSize(unetModel);
+
+        var clipModel =
+            clientManager.ClipModels.FirstOrDefault(m =>
+                m.Local != null
+                && IsKleinTextEncoder(m.FileName)
+                && MatchesEncoderSize(m.FileName, preferredEncoderSize)
+            )
+            ?? throw new InvalidOperationException(
+                preferredEncoderSize == "8b"
+                    ? "Klein 9B requires the qwen_3_8b text encoder, which isn't installed. Download qwen_3_8b_fp8mixed.safetensors (or _fp4mixed / _bf16) from huggingface.co/Comfy-Org/flux2-klein-9B and place it in your TextEncoders folder."
+                    : "Klein 4B requires the qwen_3_4b text encoder, which isn't installed. Download qwen_3_4b.safetensors (or _fp4_flux2) from huggingface.co/Comfy-Org/flux2-klein-4B and place it in your TextEncoders folder."
+            );
+
+        return new SelectedModels(unetModel, vaeModel, clipModel);
+    }
+
+    /// <summary>
+    /// Detects which Qwen3 text-encoder size a Klein UNET (or Klein-derived merge/fine-tune)
+    /// pairs with. Checks the connected CivitAI metadata first — `BaseModel`, `ModelName`,
+    /// `VersionName`, `VersionDescription`, and `TrainedWords` — because filenames on
+    /// community merges often don't include a "9b" / "4b" hint. Falls back to the filename,
+    /// then defaults to "4b" (matches the auto-downloaded Apache 2.0 Klein 4B variant).
+    /// </summary>
+    private static string GetExpectedEncoderSize(HybridModelFile unetModel)
+    {
+        var info = unetModel.Local?.ConnectedModelInfo;
+
+        // Collect every text field worth scanning, skipping nulls.
+        var haystacks = new List<string>(8) { unetModel.FileName };
+        if (info != null)
+        {
+            if (!string.IsNullOrEmpty(info.BaseModel))
+                haystacks.Add(info.BaseModel);
+            if (!string.IsNullOrEmpty(info.ModelName))
+                haystacks.Add(info.ModelName);
+            if (!string.IsNullOrEmpty(info.VersionName))
+                haystacks.Add(info.VersionName);
+            if (!string.IsNullOrEmpty(info.VersionDescription))
+                haystacks.Add(info.VersionDescription);
+            if (info.TrainedWords != null)
+                haystacks.AddRange(info.TrainedWords);
+        }
+
+        // 9B / 8B-encoder signals — checked first so e.g. "Flux.2 Klein 9B" in BaseModel
+        // beats a generic filename like "myMerge.safetensors". The "9b" / "9-b" / "9 b"
+        // patterns cover both spaced and dashed variants.
+        if (haystacks.Any(IsNineBSignal))
+            return "8b";
+
+        // 4B-encoder signals — explicit "4b" / "Klein 4B" beats the default fallback.
+        if (haystacks.Any(IsFourBSignal))
+            return "4b";
+
+        // No hint either way — assume 4B (the auto-downloaded Apache 2.0 default).
+        return "4b";
+    }
+
+    private static bool IsNineBSignal(string text) =>
+        text.Contains("9b", StringComparison.OrdinalIgnoreCase)
+        || text.Contains("9 b", StringComparison.OrdinalIgnoreCase)
+        || text.Contains("9-b", StringComparison.OrdinalIgnoreCase)
+        || text.Contains("klein 9", StringComparison.OrdinalIgnoreCase)
+        || text.Contains("klein-9", StringComparison.OrdinalIgnoreCase)
+        || text.Contains("klein_9", StringComparison.OrdinalIgnoreCase);
+
+    private static bool IsFourBSignal(string text) =>
+        text.Contains("4b", StringComparison.OrdinalIgnoreCase)
+        || text.Contains("4 b", StringComparison.OrdinalIgnoreCase)
+        || text.Contains("4-b", StringComparison.OrdinalIgnoreCase)
+        || text.Contains("klein 4", StringComparison.OrdinalIgnoreCase)
+        || text.Contains("klein-4", StringComparison.OrdinalIgnoreCase)
+        || text.Contains("klein_4", StringComparison.OrdinalIgnoreCase);
+
+    private static bool MatchesEncoderSize(string encoderFileName, string size) =>
+        size switch
+        {
+            "8b" => encoderFileName.Contains("qwen_3_8b", StringComparison.OrdinalIgnoreCase)
+                || encoderFileName.Contains("qwen3_8b", StringComparison.OrdinalIgnoreCase),
+            "4b" => encoderFileName.Contains("qwen_3_4b", StringComparison.OrdinalIgnoreCase)
+                || encoderFileName.Contains("qwen3_4b", StringComparison.OrdinalIgnoreCase),
+            _ => false,
+        };
+
+    private static bool IsKleinUnet(string fileName) =>
+        fileName.Contains("flux-2-klein", StringComparison.OrdinalIgnoreCase)
+        || fileName.Contains("flux2-klein", StringComparison.OrdinalIgnoreCase);
+
+    private static bool IsFlux2Vae(string fileName) =>
+        // Distilled variants use flux2-vae.safetensors; base variants use
+        // full_encoder_small_decoder.safetensors. Both are valid Flux.2 VAEs.
+        fileName.Contains("flux2-vae", StringComparison.OrdinalIgnoreCase)
+        || fileName.Contains("flux2_vae", StringComparison.OrdinalIgnoreCase)
+        || fileName.Contains("full_encoder_small_decoder", StringComparison.OrdinalIgnoreCase);
+
+    // Match the Qwen3 text encoders that Klein uses (qwen_3_4b for 4B model, qwen_3_8b for 9B).
+    // Note: deliberately excludes Qwen 2.5 VL encoders used by Qwen Image Edit
+    // (those have "vl" in the filename and use the older "_2.5_" version tag).
+    private static bool IsKleinTextEncoder(string fileName) =>
+        (
+            fileName.Contains("qwen_3_4b", StringComparison.OrdinalIgnoreCase)
+            || fileName.Contains("qwen_3_8b", StringComparison.OrdinalIgnoreCase)
+            || fileName.Contains("qwen3_4b", StringComparison.OrdinalIgnoreCase)
+            || fileName.Contains("qwen3_8b", StringComparison.OrdinalIgnoreCase)
+        ) && !fileName.Contains("vl", StringComparison.OrdinalIgnoreCase);
+
+    /// <summary>
+    /// Selected models for Flux.2 Klein
+    /// </summary>
+    internal record SelectedModels(
+        HybridModelFile UnetModel,
+        HybridModelFile VaeModel,
+        HybridModelFile ClipModel
+    );
+}
diff --git a/StabilityMatrix.Avalonia/Services/Flux2KleinProvider.cs b/StabilityMatrix.Avalonia/Services/Flux2KleinProvider.cs
new file mode 100644
index 000000000..c97bf6683
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Services/Flux2KleinProvider.cs
@@ -0,0 +1,349 @@
+using AsyncAwaitBestPractices;
+using Microsoft.Extensions.Logging;
+using Refit;
+using StabilityMatrix.Avalonia.Helpers;
+using StabilityMatrix.Avalonia.Models.BananaVision;
+using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.Api.Comfy;
+using StabilityMatrix.Core.Services.ImageGeneration;
+
+namespace StabilityMatrix.Avalonia.Services;
+
+/// <summary>
+/// Image generation provider for Flux.2 Klein using local ComfyUI backend.
+/// Klein 4B is Apache 2.0 licensed; the distilled variant runs at 4 steps with CFG=1
+/// making it well-suited to conversational, iterative editing.
+/// </summary>
+public class Flux2KleinProvider(ILogger<Flux2KleinProvider> logger, IInferenceClientManager clientManager)
+    : IImageGenerationProvider
+{
+    public string ProviderId => BananaVisionProviderIds.Flux2Klein;
+    public string ProviderName => "Flux.2 Klein (Local)";
+    public bool SupportsImageInput => true;
+    public bool SupportsMultiTurn => true;
+    public bool RequiresThoughtSignatures => false;
+
+    public async Task<ImageGenerationResponse> GenerateAsync(
+        ImageGenerationRequest request,
+        CancellationToken cancellationToken = default
+    )
+    {
+        try
+        {
+            if (!clientManager.IsConnected)
+            {
+                logger.LogWarning("ComfyUI is not connected");
+                return new ImageGenerationResponse
+                {
+                    IsSuccess = false,
+                    ErrorMessage =
+                        "ComfyUI is not connected. Use the Launch button in the header to start and connect to ComfyUI.",
+                };
+            }
+
+            var modelManager = new Flux2KleinModelManager();
+            if (!modelManager.AreModelsAvailable(clientManager))
+            {
+                var modelsList = string.Join(", ", modelManager.GetMissingModelNames(clientManager));
+
+                logger.LogWarning("Required models not found: {Models}", modelsList);
+                return new ImageGenerationResponse
+                {
+                    IsSuccess = false,
+                    ErrorMessage =
+                        $"Required models not found: {modelsList}. Please download them from the HuggingFace model browser.",
+                };
+            }
+
+            // Klein supports multi-reference editing; cap at 4 for predictable VRAM use.
+            await ComfyImageUploadHelper.UploadImagesAsync(
+                clientManager,
+                request,
+                maxInputImages: 4,
+                providerPrefix: "flux2_klein",
+                logger,
+                cancellationToken
+            );
+
+            HybridModelFile? customUnetModel = null;
+            IEnumerable<SelectedLora>? loras = null;
+            int? width = null;
+            int? height = null;
+            int? steps = null;
+            double? cfg = null;
+            var explicitDimensions = false;
+
+            if (request.ProviderOptions != null)
+            {
+                if (
+                    request.ProviderOptions.TryGetValue("CustomUnetModel", out var modelObj)
+                    && modelObj is HybridModelFile model
+                )
+                {
+                    customUnetModel = model;
+                    logger.LogInformation("Using custom UNet model: {ModelPath}", model.RelativePath);
+                }
+
+                if (
+                    request.ProviderOptions.TryGetValue("SelectedLoras", out var lorasObj)
+                    && lorasObj is IEnumerable<SelectedLora> loraList
+                )
+                {
+                    loras = loraList;
+                    logger.LogInformation("Using {Count} LoRAs", loraList.Count());
+                }
+
+                if (request.ProviderOptions.TryGetValue("Width", out var widthObj) && widthObj is int w)
+                {
+                    width = w;
+                }
+
+                if (request.ProviderOptions.TryGetValue("Height", out var heightObj) && heightObj is int h)
+                {
+                    height = h;
+                }
+
+                if (
+                    request.ProviderOptions.TryGetValue("ExplicitDimensions", out var explicitObj)
+                    && explicitObj is bool eb
+                )
+                {
+                    explicitDimensions = eb;
+                }
+
+                if (request.ProviderOptions.TryGetValue("Steps", out var stepsObj) && stepsObj is int s)
+                {
+                    steps = s;
+                }
+
+                if (request.ProviderOptions.TryGetValue("CfgScale", out var cfgObj))
+                {
+                    cfg = cfgObj switch
+                    {
+                        double d => d,
+                        float f => f,
+                        int i => i,
+                        _ => null,
+                    };
+                }
+
+                if (width.HasValue && height.HasValue)
+                {
+                    logger.LogInformation("Using custom resolution: {Width}x{Height}", width, height);
+                }
+                if (steps.HasValue || cfg.HasValue)
+                {
+                    logger.LogInformation("Using Klein overrides: Steps={Steps}, Cfg={Cfg}", steps, cfg);
+                }
+            }
+
+            logger.LogInformation("Building Flux.2 Klein workflow");
+            var nodes = Flux2KleinWorkflowBuilder.Build(
+                request,
+                clientManager,
+                customUnetModel,
+                loras,
+                width,
+                height,
+                steps,
+                cfg,
+                explicitDimensions
+            );
+
+            logger.LogInformation("Queuing prompt to ComfyUI");
+            var task = await clientManager.Client.QueuePromptAsync(nodes, cancellationToken);
+
+            request.Progress?.Report(
+                new ImageGenerationProgress(
+                    ProviderId,
+                    task.Id,
+                    Value: null,
+                    Maximum: null,
+                    RunningNode: null,
+                    Stage: "Queued"
+                )
+            );
+
+            int? lastPercent = null;
+            string? lastRunningNode = null;
+
+            void ReportProgress(int? value, int? maximum, string? runningNode, string? stage)
+            {
+                int? percent = value is >= 0 && maximum is > 0 ? (value.Value * 100) / maximum.Value : null;
+
+                if (
+                    percent == lastPercent
+                    && string.Equals(lastRunningNode, runningNode, StringComparison.Ordinal)
+                )
+                {
+                    return;
+                }
+
+                lastPercent = percent;
+                lastRunningNode = runningNode;
+
+                request.Progress?.Report(
+                    new ImageGenerationProgress(ProviderId, task.Id, value, maximum, runningNode, stage)
+                );
+            }
+
+            void OnProgressUpdate(
+                object? sender,
+                StabilityMatrix.Core.Inference.ComfyProgressUpdateEventArgs args
+            )
+            {
+                ReportProgress(args.Value, args.Maximum, args.RunningNode, "Generating");
+            }
+
+            void OnRunningNodeChanged(object? sender, string? node)
+            {
+                ReportProgress(
+                    task.LastProgressUpdate?.Value,
+                    task.LastProgressUpdate?.Maximum,
+                    node,
+                    "Generating"
+                );
+            }
+
+            task.ProgressUpdate += OnProgressUpdate;
+            task.RunningNodeChanged += OnRunningNodeChanged;
+
+            await using var promptInterrupt = cancellationToken.Register(() =>
+            {
+                logger.LogInformation(
+                    "Cancellation requested, interrupting ComfyUI prompt {PromptId}",
+                    task.Id
+                );
+                clientManager
+                    .Client.InterruptPromptAsync(new CancellationTokenSource(5000).Token)
+                    .SafeFireAndForget();
+            });
+
+            try
+            {
+                logger.LogInformation("Waiting for generation to complete (Prompt ID: {PromptId})", task.Id);
+                await task.Task.WaitAsync(cancellationToken);
+            }
+            finally
+            {
+                task.ProgressUpdate -= OnProgressUpdate;
+                task.RunningNodeChanged -= OnRunningNodeChanged;
+            }
+
+            var outputImages = await clientManager.Client.GetImagesForExecutedPromptAsync(
+                task.Id,
+                cancellationToken
+            );
+
+            var preferredOutputKey = "SaveImage";
+            string? selectedOutputKey = null;
+            List<ComfyImage>? candidateImages = null;
+
+            if (
+                outputImages.TryGetValue(preferredOutputKey, out var preferredImages)
+                && preferredImages is { Count: > 0 }
+            )
+            {
+                selectedOutputKey = preferredOutputKey;
+                candidateImages = preferredImages;
+            }
+            else
+            {
+                var selected = outputImages
+                    .OrderBy(kvp => kvp.Key, StringComparer.Ordinal)
+                    .FirstOrDefault(kvp => kvp.Value is { Count: > 0 });
+
+                selectedOutputKey = string.IsNullOrEmpty(selected.Key) ? null : selected.Key;
+                candidateImages = selected.Value;
+            }
+
+            if (candidateImages is null || candidateImages.Count == 0)
+            {
+                logger.LogWarning("No output images found from generation");
+                return new ImageGenerationResponse
+                {
+                    IsSuccess = false,
+                    ErrorMessage = "No output images were generated",
+                };
+            }
+
+            var generatedImages = new List<GeneratedImage>();
+
+            foreach (var comfyImage in candidateImages)
+            {
+                logger.LogInformation("Downloading generated image: {FileName}", comfyImage.FileName);
+
+                await using var imageStream = await clientManager.Client.GetImageStreamAsync(
+                    comfyImage,
+                    cancellationToken
+                );
+                using var memoryStream = new MemoryStream();
+                await imageStream.CopyToAsync(memoryStream, cancellationToken);
+                var imageBytes = memoryStream.ToArray();
+                var base64Image = Convert.ToBase64String(imageBytes);
+
+                var mimeType =
+                    comfyImage.FileName.EndsWith(".png", StringComparison.OrdinalIgnoreCase) ? "image/png"
+                    : comfyImage.FileName.EndsWith(".jpg", StringComparison.OrdinalIgnoreCase)
+                    || comfyImage.FileName.EndsWith(".jpeg", StringComparison.OrdinalIgnoreCase)
+                        ? "image/jpeg"
+                    : comfyImage.FileName.EndsWith(".webp", StringComparison.OrdinalIgnoreCase) ? "image/webp"
+                    : "image/png";
+
+                generatedImages.Add(new GeneratedImage { Base64Data = base64Image, MimeType = mimeType });
+            }
+
+            logger.LogInformation(
+                "Successfully generated {Count} image(s) with Flux.2 Klein",
+                generatedImages.Count
+            );
+
+            return new ImageGenerationResponse
+            {
+                IsSuccess = true,
+                Images = generatedImages,
+                TextResponse = null,
+                Metadata = new Dictionary<string, object>
+                {
+                    ["promptId"] = task.Id,
+                    ["outputNode"] = selectedOutputKey ?? "unknown",
+                },
+            };
+        }
+        catch (OperationCanceledException)
+        {
+            logger.LogInformation("Image generation was cancelled");
+            throw;
+        }
+        catch (ApiException apiEx)
+        {
+            // ComfyUI returns a JSON body explaining which node validation failed when the
+            // workflow is rejected; surfacing that beats a generic 400 message by miles.
+            var detail = !string.IsNullOrWhiteSpace(apiEx.Content) ? apiEx.Content : apiEx.Message;
+            logger.LogError(
+                apiEx,
+                "ComfyUI rejected Flux.2 Klein workflow ({StatusCode}): {Detail}",
+                apiEx.StatusCode,
+                detail
+            );
+            return new ImageGenerationResponse
+            {
+                IsSuccess = false,
+                ErrorMessage =
+                    $"ComfyUI rejected the workflow ({(int)apiEx.StatusCode}): {Truncate(detail, 800)}",
+            };
+        }
+        catch (Exception ex)
+        {
+            logger.LogError(ex, "Failed to generate image with Flux.2 Klein");
+            return new ImageGenerationResponse
+            {
+                IsSuccess = false,
+                ErrorMessage = $"Generation failed: {ex.Message}",
+            };
+        }
+    }
+
+    private static string Truncate(string value, int maxLength) =>
+        value.Length <= maxLength ? value : value[..maxLength] + "...";
+}
diff --git a/StabilityMatrix.Avalonia/Services/Flux2KleinWorkflowBuilder.cs b/StabilityMatrix.Avalonia/Services/Flux2KleinWorkflowBuilder.cs
new file mode 100644
index 000000000..f6a3d5750
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Services/Flux2KleinWorkflowBuilder.cs
@@ -0,0 +1,433 @@
+using SkiaSharp;
+using StabilityMatrix.Avalonia.Models.BananaVision;
+using StabilityMatrix.Core.Models;
+using StabilityMatrix.Core.Models.Api.Comfy.Nodes;
+using StabilityMatrix.Core.Models.Api.Comfy.NodeTypes;
+using StabilityMatrix.Core.Services.ImageGeneration;
+
+namespace StabilityMatrix.Avalonia.Services;
+
+/// <summary>
+/// Builds ComfyUI workflow nodes for Flux.2 Klein image-edit generation.
+/// Based on the official Comfy-Org "image_flux2_klein_image_edit_4b_distilled" workflow:
+/// UNETLoader -> CLIPLoader(flux2) -> VAELoader -> (per ref image: LoadImage ->
+/// ImageScaleToTotalPixels -> VAEEncode -> ReferenceLatent(positive) +
+/// ReferenceLatent(negative)) -> CFGGuider(cfg=1) -> Flux2Scheduler(4 steps) ->
+/// SamplerCustomAdvanced -> VAEDecode -> PreviewImage.
+/// </summary>
+public static class Flux2KleinWorkflowBuilder
+{
+    private const int DefaultWidth = 1024;
+    private const int DefaultHeight = 1024;
+    private const int DefaultSteps = 4;
+    private const double DefaultCfg = 1.0;
+    private const string DefaultSampler = "euler";
+    private const string DefaultClipType = "flux2";
+    private const string DefaultUpscaleMethod = "nearest-exact";
+    private const double ReferenceMegapixels = 1.0;
+    private const int ReferenceResolutionStep = 16;
+    private const double TargetOutputMegapixels = 1.0;
+
+    public static Dictionary<string, ComfyNode> Build(
+        ImageGenerationRequest request,
+        IInferenceClientManager clientManager,
+        HybridModelFile? customUnetModel = null,
+        IEnumerable<SelectedLora>? loras = null,
+        int? width = null,
+        int? height = null,
+        int? steps = null,
+        double? cfg = null,
+        bool explicitDimensions = false
+    )
+    {
+        var nodes = new NodeDictionary();
+        var seed = (ulong)Random.Shared.NextInt64();
+
+        // Steps and CFG default to the distilled values (4 / 1) — base variants need
+        // 20 / 5. The VM auto-detects and overrides via providerOptions when the user
+        // picks a base model, and the user can manually adjust via the settings panel.
+        var samplerSteps = steps ?? DefaultSteps;
+        var samplerCfg = cfg ?? DefaultCfg;
+
+        // Output canvas size priority (img2img-friendly):
+        //   1. User explicitly enabled Custom Resolution → use those exact dimensions
+        //   2. Reference image present → derive dimensions from it (scaled to ~1MP, rounded
+        //      to multiples of 16). Matches the official Klein workflows which use
+        //      GetImageSize on the scaled reference, so an edit on a portrait doesn't get
+        //      squashed to a square just because the aspect-ratio dropdown defaults to 1:1.
+        //   3. Aspect-ratio dropdown set → use that
+        //   4. Fall back to 1024x1024
+        int outputWidth;
+        int outputHeight;
+        if (explicitDimensions && width.HasValue && height.HasValue)
+        {
+            outputWidth = width.Value;
+            outputHeight = height.Value;
+        }
+        else if (TryGetReferenceImageDimensions(request) is (int refW, int refH))
+        {
+            (outputWidth, outputHeight) = ComputeTargetDimensions(
+                refW,
+                refH,
+                TargetOutputMegapixels,
+                ReferenceResolutionStep
+            );
+        }
+        else if (width.HasValue && height.HasValue)
+        {
+            outputWidth = width.Value;
+            outputHeight = height.Value;
+        }
+        else
+        {
+            outputWidth = DefaultWidth;
+            outputHeight = DefaultHeight;
+        }
+
+        // 1. Load models — pass the user's UNET selection in so the model manager pairs
+        // it with the matching qwen_3_4b or qwen_3_8b text encoder (Klein 9B and 4B use
+        // different encoder sizes and ComfyUI rejects the workflow if they're mismatched).
+        var modelManager = new Flux2KleinModelManager();
+        var selectedModels = modelManager.SelectModels(clientManager, customUnetModel);
+
+        var unetModel = selectedModels.UnetModel;
+        var isGgufModel = unetModel.RelativePath.EndsWith(".gguf", StringComparison.OrdinalIgnoreCase);
+
+        ModelNodeConnection unetOutput;
+        if (isGgufModel)
+        {
+            var ggufLoader = nodes.AddTypedNode(
+                new ComfyNodeBuilder.UnetLoaderGGUF
+                {
+                    Name = nodes.GetUniqueName("UnetLoaderGGUF"),
+                    UnetName = unetModel.RelativePath,
+                }
+            );
+            unetOutput = ggufLoader.Output;
+        }
+        else
+        {
+            var unetLoader = nodes.AddTypedNode(
+                new ComfyNodeBuilder.UNETLoader
+                {
+                    Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.UNETLoader)),
+                    UnetName = unetModel.RelativePath,
+                    WeightDtype = "default",
+                }
+            );
+            unetOutput = unetLoader.Output;
+        }
+
+        // Single CLIPLoader with type="flux2" — Klein uses a single Qwen3 text encoder,
+        // not the Flux.1-style dual CLIP-L + T5.
+        var clipLoader = nodes.AddTypedNode(
+            new ComfyNodeBuilder.CLIPLoader
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.CLIPLoader)),
+                ClipName = selectedModels.ClipModel.RelativePath,
+                Type = DefaultClipType,
+            }
+        );
+
+        var vaeLoader = nodes.AddTypedNode(
+            new ComfyNodeBuilder.VAELoader
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.VAELoader)),
+                VaeName = selectedModels.VaeModel.RelativePath,
+            }
+        );
+
+        // Apply LoRAs if any
+        var currentModel = unetOutput;
+        var currentClip = clipLoader.Output;
+
+        var loraList = loras?.ToList() ?? [];
+        if (loraList.Count > 0)
+        {
+            for (var i = 0; i < loraList.Count; i++)
+            {
+                var lora = loraList[i];
+                var loraLoader = nodes.AddNamedNode(
+                    ComfyNodeBuilder.LoraLoader(
+                        nodes.GetUniqueName($"LoraLoader_{i + 1}"),
+                        currentModel,
+                        currentClip,
+                        lora.Model.RelativePath,
+                        (double)lora.ModelWeight,
+                        (double)lora.ClipWeight
+                    )
+                );
+                currentModel = loraLoader.Output1;
+                currentClip = loraLoader.Output2;
+            }
+        }
+
+        // 2. Encode the positive prompt
+        var positivePrompt = request.TextPrompt ?? "a beautiful image";
+
+        var positiveTextEncode = nodes.AddTypedNode(
+            new ComfyNodeBuilder.CLIPTextEncode
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.CLIPTextEncode)),
+                Clip = currentClip,
+                Text = positivePrompt,
+            }
+        );
+
+        // Negative = a SEPARATE empty-string CLIPTextEncode, NOT a zeroed positive.
+        // This matches the official Comfy-Org Klein workflows for both distilled and base
+        // variants. The distinction matters at CFG>1: ConditioningZeroOut produces a true
+        // zero vector, so pred = 0 + cfg*(cond - 0) = cfg*cond, which blows out colors
+        // ("deep-fried"). An empty-string encoding goes through the text encoder normally
+        // and yields a small but non-zero baseline that the CFG math works against properly.
+        var negativeTextEncode = nodes.AddTypedNode(
+            new ComfyNodeBuilder.CLIPTextEncode
+            {
+                Name = nodes.GetUniqueName("CLIPTextEncode_Negative"),
+                Clip = currentClip,
+                Text = string.Empty,
+            }
+        );
+
+        // 3. Walk the reference images and chain them into both conditionings
+        var positiveConditioning = positiveTextEncode.Output;
+        var negativeConditioning = negativeTextEncode.Output;
+
+        var referenceImageNames = GetReferenceImageNames(request);
+        for (var i = 0; i < referenceImageNames.Count; i++)
+        {
+            var imageName = referenceImageNames[i];
+            var idx = i + 1;
+
+            var loadImage = nodes.AddTypedNode(
+                new ComfyNodeBuilder.LoadImage
+                {
+                    Name = nodes.GetUniqueName($"LoadImage_{idx}"),
+                    Image = imageName,
+                }
+            );
+
+            var scaledImage = nodes.AddTypedNode(
+                new ComfyNodeBuilder.ImageScaleToTotalPixels
+                {
+                    Name = nodes.GetUniqueName($"ImageScaleToTotalPixels_{idx}"),
+                    Image = loadImage.Output1,
+                    UpscaleMethod = DefaultUpscaleMethod,
+                    Megapixels = ReferenceMegapixels,
+                    ResolutionSteps = ReferenceResolutionStep,
+                }
+            );
+
+            var referenceLatent = nodes.AddTypedNode(
+                new ComfyNodeBuilder.VAEEncode
+                {
+                    Name = nodes.GetUniqueName($"VAEEncode_Ref_{idx}"),
+                    Pixels = scaledImage.Output,
+                    Vae = vaeLoader.Output,
+                }
+            );
+
+            var refOnPositive = nodes.AddTypedNode(
+                new ComfyNodeBuilder.ReferenceLatent
+                {
+                    Name = nodes.GetUniqueName($"ReferenceLatent_Positive_{idx}"),
+                    Conditioning = positiveConditioning,
+                    Latent = referenceLatent.Output,
+                }
+            );
+            positiveConditioning = refOnPositive.Output;
+
+            var refOnNegative = nodes.AddTypedNode(
+                new ComfyNodeBuilder.ReferenceLatent
+                {
+                    Name = nodes.GetUniqueName($"ReferenceLatent_Negative_{idx}"),
+                    Conditioning = negativeConditioning,
+                    Latent = referenceLatent.Output,
+                }
+            );
+            negativeConditioning = refOnNegative.Output;
+        }
+
+        // 4. Empty Flux.2 latent for the output canvas
+        var emptyLatent = nodes.AddTypedNode(
+            new ComfyNodeBuilder.EmptyFlux2LatentImage
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.EmptyFlux2LatentImage)),
+                Width = outputWidth,
+                Height = outputHeight,
+                BatchSize = 1,
+            }
+        );
+
+        // 5. CFGGuider — distilled is trained for CFG=1, base variants for CFG=5
+        var cfgGuider = nodes.AddTypedNode(
+            new ComfyNodeBuilder.CFGGuider
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.CFGGuider)),
+                Model = currentModel,
+                Positive = positiveConditioning,
+                Negative = negativeConditioning,
+                Cfg = samplerCfg,
+            }
+        );
+
+        // 6. Flux2Scheduler — 4 steps for distilled, ~20 for base variants
+        var scheduler = nodes.AddTypedNode(
+            new ComfyNodeBuilder.Flux2Scheduler
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.Flux2Scheduler)),
+                Steps = samplerSteps,
+                Width = outputWidth,
+                Height = outputHeight,
+            }
+        );
+
+        // 7. KSamplerSelect ("euler" per the official workflow)
+        var samplerSelect = nodes.AddTypedNode(
+            new ComfyNodeBuilder.KSamplerSelect
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.KSamplerSelect)),
+                SamplerName = DefaultSampler,
+            }
+        );
+
+        // 8. RandomNoise
+        var randomNoise = nodes.AddTypedNode(
+            new ComfyNodeBuilder.RandomNoise
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.RandomNoise)),
+                NoiseSeed = seed,
+            }
+        );
+
+        // 9. SamplerCustomAdvanced
+        var sampler = nodes.AddTypedNode(
+            new ComfyNodeBuilder.SamplerCustomAdvanced
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.SamplerCustomAdvanced)),
+                Noise = randomNoise.Output,
+                Guider = cfgGuider.Output,
+                Sampler = samplerSelect.Output,
+                Sigmas = scheduler.Output,
+                LatentImage = emptyLatent.Output,
+            }
+        );
+
+        // 10. VAEDecode
+        var vaeDecode = nodes.AddTypedNode(
+            new ComfyNodeBuilder.VAEDecode
+            {
+                Name = nodes.GetUniqueName(nameof(ComfyNodeBuilder.VAEDecode)),
+                Samples = sampler.Output1,
+                Vae = vaeLoader.Output,
+            }
+        );
+
+        // 11. PreviewImage (output node — images retrieved from ComfyUI after execution)
+        nodes.AddTypedNode(
+            new ComfyNodeBuilder.PreviewImage
+            {
+                Name = nodes.GetUniqueName("SaveImage"),
+                Images = vaeDecode.Output,
+            }
+        );
+
+        return nodes;
+    }
+
+    /// <summary>
+    /// Read the dimensions of the first available reference image (current input or, if
+    /// none, the most recent assistant image in conversation history). Uses SKCodec which
+    /// only parses the file header — no full pixel decode, so this is cheap even for big
+    /// inputs.
+    /// </summary>
+    private static (int Width, int Height)? TryGetReferenceImageDimensions(ImageGenerationRequest request)
+    {
+        var base64 =
+            request.InputImages?.FirstOrDefault()?.Base64Data
+            ?? request
+                .ConversationHistory?.LastOrDefault(m =>
+                    m is { Role: MessageRole.Assistant, ImageContent: not null }
+                )
+                ?.ImageContent?.Base64Data;
+
+        if (string.IsNullOrEmpty(base64))
+            return null;
+
+        try
+        {
+            var bytes = Convert.FromBase64String(base64);
+            using var stream = new MemoryStream(bytes);
+            using var codec = SKCodec.Create(stream);
+            if (codec == null)
+                return null;
+            return (codec.Info.Width, codec.Info.Height);
+        }
+        catch
+        {
+            // Malformed base64 / unsupported format — fall back to defaults
+            return null;
+        }
+    }
+
+    /// <summary>
+    /// Scales (srcWidth, srcHeight) to approximately <paramref name="megapixels"/>
+    /// preserving aspect ratio, with each dimension rounded down to the nearest multiple
+    /// of <paramref name="step"/> (Flux.2 likes multiples of 16). Ensures at least one
+    /// step on each axis.
+    /// </summary>
+    internal static (int Width, int Height) ComputeTargetDimensions(
+        int srcWidth,
+        int srcHeight,
+        double megapixels,
+        int step
+    )
+    {
+        if (srcWidth <= 0 || srcHeight <= 0)
+            return (DefaultWidth, DefaultHeight);
+
+        var targetPixels = megapixels * 1_000_000.0;
+        var scale = Math.Sqrt(targetPixels / (srcWidth * (double)srcHeight));
+        var w = (int)Math.Round(srcWidth * scale);
+        var h = (int)Math.Round(srcHeight * scale);
+
+        // Snap to multiples of `step`
+        w = Math.Max(step, (w / step) * step);
+        h = Math.Max(step, (h / step) * step);
+
+        return (w, h);
+    }
+
+    /// <summary>
+    /// Get reference image filenames (uploaded inputs + most recent history image).
+    /// Klein supports multi-reference editing; we cap at 4 to keep prompt build time
+    /// and VRAM use predictable.
+    /// </summary>
+    private static List<string> GetReferenceImageNames(ImageGenerationRequest request)
+    {
+        const int maxRefs = 4;
+        var imageNames = new List<string>();
+
+        if (request.InputImages?.Count > 0)
+        {
+            for (var i = 0; i < Math.Min(request.InputImages.Count, maxRefs); i++)
+            {
+                imageNames.Add($"Inference/flux2_klein_input_{i}.png");
+            }
+        }
+
+        if (imageNames.Count < maxRefs && request.ConversationHistory != null)
+        {
+            var lastAssistantImage = request.ConversationHistory.LastOrDefault(m =>
+                m is { Role: MessageRole.Assistant, ImageContent: not null }
+            );
+
+            if (lastAssistantImage?.ImageContent != null)
+            {
+                imageNames.Add("Inference/flux2_klein_history_latest.png");
+            }
+        }
+
+        return imageNames;
+    }
+}
diff --git a/StabilityMatrix.Avalonia/Services/InferenceClientManager.cs b/StabilityMatrix.Avalonia/Services/InferenceClientManager.cs
index e52c17804..dbc2c4890 100644
--- a/StabilityMatrix.Avalonia/Services/InferenceClientManager.cs
+++ b/StabilityMatrix.Avalonia/Services/InferenceClientManager.cs
@@ -376,10 +376,22 @@ protected virtual async Task LoadSharedPropertiesAsync()
         // Get model names
         if (await Client.GetModelNamesAsync() is { } modelNames)
         {
-            modelsSource.EditDiff(
-                modelNames.Select(HybridModelFile.FromRemote),
-                HybridModelFile.RemoteLocalComparer
-            );
+            // Build the checkpoint list (backend-reported models, preferring the local index
+            // entry for its richer metadata) and apply it as a single diff. Doing this in one
+            // pass — rather than resetting to local-only and then re-adding remote — avoids
+            // transiently removing remote-only models, which resets the scroll position of an
+            // open model dropdown while the list refreshes.
+            var localModelsById = modelIndexService
+                .FindByModelType(SharedFolderType.StableDiffusion)
+                .Select(HybridModelFile.FromLocal)
+                .GroupBy(m => m.GetId())
+                .ToDictionary(g => g.Key, g => g.First());
+
+            var combinedModels = modelNames
+                .Select(HybridModelFile.FromRemote)
+                .Select(remote => localModelsById.GetValueOrDefault(remote.GetId()) ?? remote);
+
+            modelsSource.EditDiff(combinedModels, HybridModelFile.Comparer);
         }
 
         // Get control net model names
@@ -545,13 +557,19 @@ .. clipVisionModelNames.Select(HybridModelFile.FromRemote),
     /// </summary>
     protected void ResetSharedProperties()
     {
-        // Load local models
-        modelsSource.EditDiff(
-            modelIndexService
-                .FindByModelType(SharedFolderType.StableDiffusion)
-                .Select(HybridModelFile.FromLocal),
-            HybridModelFile.Comparer
-        );
+        // Load local models.
+        // When connected, the checkpoint list is refreshed as a single combined (local + remote)
+        // diff in LoadSharedPropertiesAsync, so skip the local-only reset here to avoid transiently
+        // removing remote-only models (which resets the scroll position of an open model dropdown).
+        if (!IsConnected)
+        {
+            modelsSource.EditDiff(
+                modelIndexService
+                    .FindByModelType(SharedFolderType.StableDiffusion)
+                    .Select(HybridModelFile.FromLocal),
+                HybridModelFile.Comparer
+            );
+        }
 
         // Load local control net models
         controlNetModelsSource.EditDiff(
diff --git a/StabilityMatrix.Avalonia/Services/LocalProviderModelManagerRegistry.cs b/StabilityMatrix.Avalonia/Services/LocalProviderModelManagerRegistry.cs
index 009dcd3cd..dea7c96cd 100644
--- a/StabilityMatrix.Avalonia/Services/LocalProviderModelManagerRegistry.cs
+++ b/StabilityMatrix.Avalonia/Services/LocalProviderModelManagerRegistry.cs
@@ -15,6 +15,7 @@ static LocalProviderModelManagerRegistry()
         // Register all local provider model managers
         Register(new FluxKontextModelManager());
         Register(new QwenImageEditModelManager());
+        Register(new Flux2KleinModelManager());
     }
 
     /// <summary>
diff --git a/StabilityMatrix.Avalonia/Styles/ScrollBarStyles.axaml b/StabilityMatrix.Avalonia/Styles/ScrollBarStyles.axaml
new file mode 100644
index 000000000..b1c4629db
--- /dev/null
+++ b/StabilityMatrix.Avalonia/Styles/ScrollBarStyles.axaml
@@ -0,0 +1,65 @@
+<Styles
+    xmlns="https://github.com/avaloniaui"
+    xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+    xmlns:system="clr-namespace:System;assembly=System.Runtime">
+
+    <Styles.Resources>
+        <!--
+            Default values for the vertical-scrollbar appearance. Bound from the style
+            setters below via DynamicResource so the MainSettingsViewModel can flip them
+            at runtime when the user toggles "Always show scrollbars" in Appearance.
+            False / 14 = always-visible thick bars (app default).
+            True / 0  = Avalonia's classic auto-hide thin bars (legacy mode).
+        -->
+        <system:Boolean x:Key="ScrollBarAllowAutoHide">False</system:Boolean>
+        <system:Double x:Key="ScrollBarMinWidthValue">14</system:Double>
+    </Styles.Resources>
+    <!--
+        Global scrollbar tweaks — vertical only:
+        - Vertical bars: AllowAutoHide=False locks them into their `:expanded`
+        pseudo-class (the thicker variant) AND makes the ScrollViewer reserve real
+        layout space for them instead of overlaying content. Avalonia's default
+        fades them to a thin overlay-style bar that only thickens on hover, which
+        is awkward to grab.
+        - Horizontal bars: left at default (auto-hide). They're less commonly used
+        for navigation, push other content around when they appear, and feel more
+        natural fading away than vertical ones do.
+        - MinWidth floor ensures the thumb hit-target stays comfortable in case any
+        third-party theme tries to override the expanded size.
+    -->
+    <Design.PreviewWith>
+        <Border Padding="20">
+            <ScrollViewer Width="200" Height="120">
+                <StackPanel>
+                    <TextBlock Text="Line 1" />
+                    <TextBlock Text="Line 2" />
+                    <TextBlock Text="Line 3" />
+                    <TextBlock Text="Line 4" />
+                    <TextBlock Text="Line 5" />
+                    <TextBlock Text="Line 6" />
+                    <TextBlock Text="Line 7" />
+                    <TextBlock Text="Line 8" />
+                </StackPanel>
+            </ScrollViewer>
+        </Border>
+    </Design.PreviewWith>
+
+    <Style Selector="ScrollBar:vertical">
+        <Setter Property="AllowAutoHide" Value="{DynamicResource ScrollBarAllowAutoHide}" />
+        <Setter Property="MinWidth" Value="{DynamicResource ScrollBarMinWidthValue}" />
+    </Style>
+
+    <!--
+        Carve-outs: keep TextBox-internal ScrollBars on auto-hide. TextBox (and its
+        derivatives like AutoCompleteBox, plus controls that embed a TextBox in their
+        template such as NumberBox / NumericUpDown) have a vertical ScrollBar in their
+        ScrollViewer template that's normally invisible because the content fits.
+        With AllowAutoHide=False that bar would be permanently visible — visually
+        attaching a ghost scrollbar next to spin-button arrows or single-line input
+        fields where there's nothing to scroll.
+    -->
+    <Style Selector="TextBox ScrollBar:vertical">
+        <Setter Property="AllowAutoHide" Value="True" />
+        <Setter Property="MinWidth" Value="0" />
+    </Style>
+</Styles>
diff --git a/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.Downloads.cs b/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.Downloads.cs
index f1c1757eb..39f6c96ce 100644
--- a/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.Downloads.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.Downloads.cs
@@ -1,3 +1,4 @@
+using System.Threading;
 using AsyncAwaitBestPractices;
 using Avalonia.Controls.Notifications;
 using Avalonia.Threading;
@@ -22,6 +23,32 @@ public partial class BananaVisionPageViewModel
     [ObservableProperty]
     public partial bool HasMissingModels { get; set; }
 
+    /// <summary>
+    /// Whether a model-download batch is currently in progress.
+    /// While true, the status banner shows download progress instead of the missing-models warning.
+    /// </summary>
+    [ObservableProperty]
+    public partial bool IsDownloadingModels { get; set; }
+
+    /// <summary>
+    /// Human-readable progress text for the in-flight download batch (e.g. "Downloading models (2/4)...").
+    /// </summary>
+    [ObservableProperty]
+    public partial string? DownloadProgressText { get; set; }
+
+    partial void OnIsDownloadingModelsChanged(bool value)
+    {
+        UpdateProviderStatus();
+    }
+
+    partial void OnDownloadProgressTextChanged(string? value)
+    {
+        if (IsDownloadingModels)
+        {
+            UpdateProviderStatus();
+        }
+    }
+
     /// <summary>
     /// Check for missing models and auto-show the download dialog if needed
     /// </summary>
@@ -101,6 +128,12 @@ private async Task ShowMissingModelsDialogAsync()
 
             if (downloads.Count > 0)
             {
+                // Switch the status banner over to a download-progress view so it doesn't
+                // keep showing "⚠️ Missing: X, Y, Z" with a Download button while the
+                // download is already running.
+                DownloadProgressText = $"⬇️ Downloading models (0/{downloads.Count})...";
+                IsDownloadingModels = true;
+
                 notificationService.Show(
                     "Downloads Started",
                     $"Downloading {downloads.Count} model(s). Check the progress panel for status.",
@@ -125,16 +158,43 @@ private async Task TrackDownloadCompletionAsync(
         string providerDisplayName
     )
     {
+        var totalCount = downloads.Count;
+        var completedCount = 0;
+
+        void BumpProgress(ProgressState state)
+        {
+            // Each terminal-state event bumps the completed count; UI update is marshaled
+            // because ProgressStateChanged may fire from a background thread.
+            var newCompleted = Interlocked.Increment(ref completedCount);
+            Dispatcher.UIThread.Post(() =>
+            {
+                if (IsDownloadingModels)
+                {
+                    DownloadProgressText = $"⬇️ Downloading models ({newCompleted}/{totalCount})...";
+                }
+            });
+        }
+
         var completionTasks = downloads
             .Select(d =>
             {
                 var tcs = new TaskCompletionSource<bool>();
+                var counted = 0; // Guard against double-counting if both handler + already-completed fire
+
+                void OnTerminal(ProgressState state)
+                {
+                    if (Interlocked.Exchange(ref counted, 1) == 0)
+                    {
+                        BumpProgress(state);
+                    }
+                    tcs.TrySetResult(state == ProgressState.Success);
+                }
 
                 d.ProgressStateChanged += (s, state) =>
                 {
                     if (state is ProgressState.Success or ProgressState.Failed or ProgressState.Cancelled)
                     {
-                        tcs.TrySetResult(state == ProgressState.Success);
+                        OnTerminal(state);
                     }
                 };
 
@@ -146,7 +206,7 @@ or ProgressState.Failed
                         or ProgressState.Cancelled
                 )
                 {
-                    tcs.TrySetResult(d.ProgressState == ProgressState.Success);
+                    OnTerminal(d.ProgressState);
                 }
 
                 return tcs.Task;
@@ -183,9 +243,14 @@ or ProgressState.Cancelled
         // Update status on UI thread
         await Dispatcher.UIThread.InvokeAsync(() =>
         {
+            // Clear the download-in-progress flag before recomputing status so the banner
+            // returns to its normal state ("✅ ready" or "⚠️ Missing: ...") immediately.
+            IsDownloadingModels = false;
+            DownloadProgressText = null;
             UpdateProviderStatus();
             LoadAvailableFluxModels();
             LoadAvailableQwenModels();
+            LoadAvailableKleinModels();
         });
 
         // Show completion notification
diff --git a/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.Models.cs b/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.Models.cs
index 52b94eefa..67bf7aafe 100644
--- a/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.Models.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.Models.cs
@@ -185,14 +185,62 @@ private void LoadAvailableQwenModels()
         );
     }
 
+    /// <summary>
+    /// Loads available Flux.2 Klein models from the DiffusionModels folder using local model index.
+    /// Picks up both Klein 4B and Klein 9B variants for the dropdown selector.
+    /// </summary>
+    private void LoadAvailableKleinModels()
+    {
+        // Load UNet models - prioritize Klein, then any Flux.2 (catches future variants), then untagged
+        var (kleinModels, flux2Models, untaggedModels) = CategorizeModelsByTerms(
+            SharedFolderType.DiffusionModels,
+            ["Klein", "flux-2-klein", "flux2-klein"],
+            ["Flux.2", "flux2"]
+        );
+
+        PopulateModelCollection(AvailableKleinModels, kleinModels, flux2Models, untaggedModels);
+
+        // Auto-select first Klein model if available — prefer 4B since it's the auto-downloaded
+        // Apache 2.0 default, then any other Klein variant the user has dropped in
+        if (SelectedKleinModel == null && AvailableKleinModels.Count > 0)
+        {
+            SelectedKleinModel =
+                AvailableKleinModels.FirstOrDefault(m =>
+                    m.FileName.Contains("klein-4b", StringComparison.OrdinalIgnoreCase)
+                    || m.FileName.Contains("klein_4b", StringComparison.OrdinalIgnoreCase)
+                )
+                ?? AvailableKleinModels.FirstOrDefault(m =>
+                    m.FileName.Contains("klein", StringComparison.OrdinalIgnoreCase)
+                )
+                ?? AvailableKleinModels.First();
+        }
+
+        // Load LoRA models - prioritize Klein, then any Flux LoRA, then untagged
+        var (kleinLoras, fluxLoras, untaggedLoras) = CategorizeModelsByTerms(
+            SharedFolderType.Lora | SharedFolderType.LyCORIS,
+            ["Klein", "Flux.2"],
+            ["Flux"]
+        );
+
+        PopulateModelCollection(AvailableKleinLoras, kleinLoras, fluxLoras, untaggedLoras);
+
+        logger.LogInformation(
+            "Loaded {ModelCount} Klein models and {LoraCount} LoRAs from local index",
+            AvailableKleinModels.Count,
+            AvailableKleinLoras.Count
+        );
+    }
+
     [RelayCommand]
     private async Task AddLoraAsync()
     {
         // Get available LoRAs based on current provider
-        var availableLoras =
-            SelectedProviderId == BananaVisionProviderIds.QwenImageEdit
-                ? AvailableQwenLoras
-                : AvailableFluxLoras;
+        var availableLoras = SelectedProviderId switch
+        {
+            BananaVisionProviderIds.QwenImageEdit => AvailableQwenLoras,
+            BananaVisionProviderIds.Flux2Klein => AvailableKleinLoras,
+            _ => AvailableFluxLoras,
+        };
 
         if (availableLoras.Count == 0)
         {
@@ -272,4 +320,98 @@ private void ToggleQwenSettings()
     {
         IsQwenSettingsExpanded = !IsQwenSettingsExpanded;
     }
+
+    [RelayCommand]
+    private void ToggleKleinSettings()
+    {
+        IsKleinSettingsExpanded = !IsKleinSettingsExpanded;
+    }
+
+    /// <summary>
+    /// When the user picks a different Klein model, snap Steps/CFG to the recommended
+    /// defaults for that variant. Distilled = 4 steps / CFG 1, Base = 20 steps / CFG 5.
+    /// The user can still override afterwards; this just sets sane starting values.
+    /// </summary>
+    partial void OnSelectedKleinModelChanged(HybridModelFile? value)
+    {
+        if (value == null)
+            return;
+
+        var (recommendedSteps, recommendedCfg) = DetectKleinDefaults(value);
+        KleinSteps = recommendedSteps;
+        KleinCfg = recommendedCfg;
+    }
+
+    /// <summary>
+    /// Returns the recommended Steps and CFG for a Klein UNET, based on filename and
+    /// CivitAI metadata. Base variants need 20 steps / CFG 5; distilled needs 4 / 1.
+    /// 9B models without an explicit "distilled" tag are assumed to be base, since
+    /// Klein 9B distilled isn't publicly shipped — almost all 9B installs are base
+    /// (or fine-tunes of base). 4B without signals defaults to distilled, matching
+    /// our auto-downloaded Apache 2.0 default.
+    /// </summary>
+    private static (int Steps, double Cfg) DetectKleinDefaults(HybridModelFile model)
+    {
+        var info = model.Local?.ConnectedModelInfo;
+
+        var haystacks = new List<string> { model.FileName };
+        if (info != null)
+        {
+            if (!string.IsNullOrEmpty(info.BaseModel))
+                haystacks.Add(info.BaseModel);
+            if (!string.IsNullOrEmpty(info.ModelName))
+                haystacks.Add(info.ModelName);
+            if (!string.IsNullOrEmpty(info.VersionName))
+                haystacks.Add(info.VersionName);
+            if (!string.IsNullOrEmpty(info.VersionDescription))
+                haystacks.Add(info.VersionDescription);
+            if (info.TrainedWords != null)
+                haystacks.AddRange(info.TrainedWords);
+        }
+
+        bool LooksLikeBase(string s) =>
+            s.Contains("base", StringComparison.OrdinalIgnoreCase)
+            || s.Contains("non-distilled", StringComparison.OrdinalIgnoreCase)
+            || s.Contains("non_distilled", StringComparison.OrdinalIgnoreCase)
+            || s.Contains("nondistilled", StringComparison.OrdinalIgnoreCase)
+            || s.Contains("foundation", StringComparison.OrdinalIgnoreCase);
+
+        bool LooksLikeDistilled(string s) =>
+            s.Contains("distilled", StringComparison.OrdinalIgnoreCase)
+            || s.Contains("turbo", StringComparison.OrdinalIgnoreCase);
+
+        bool LooksLikeNineB(string s) =>
+            s.Contains("9b", StringComparison.OrdinalIgnoreCase)
+            || s.Contains("9 b", StringComparison.OrdinalIgnoreCase)
+            || s.Contains("9-b", StringComparison.OrdinalIgnoreCase)
+            || s.Contains("klein 9", StringComparison.OrdinalIgnoreCase)
+            || s.Contains("klein-9", StringComparison.OrdinalIgnoreCase)
+            || s.Contains("klein_9", StringComparison.OrdinalIgnoreCase);
+
+        var hasBaseSignal = haystacks.Any(LooksLikeBase);
+        var hasDistilledSignal = haystacks.Any(LooksLikeDistilled);
+        var hasNineBSignal = haystacks.Any(LooksLikeNineB);
+
+        // Ambiguous case: BOTH "base" and "distilled" appear (common for community uploads
+        // labeled e.g. "Klein 9B Base & Distilled" that cover both variants). Prefer base
+        // for 9B (distilled 9B isn't publicly shipped) and distilled for 4B (matches our
+        // auto-download default).
+        if (hasBaseSignal && hasDistilledSignal)
+            return hasNineBSignal ? (20, 5.0) : (4, 1.0);
+
+        // Unambiguous explicit tags.
+        if (hasDistilledSignal)
+            return (4, 1.0);
+        if (hasBaseSignal)
+            return (20, 5.0);
+
+        // No explicit base/distilled signal, but it's a 9B variant — default to base.
+        // Klein 9B distilled isn't publicly shipped, so 9B installs (including merges and
+        // fine-tunes) are almost always base-derived and need 20 steps / CFG 5.
+        if (hasNineBSignal)
+            return (20, 5.0);
+
+        // Default: distilled (matches the auto-downloaded Apache 2.0 Klein 4B).
+        return (4, 1.0);
+    }
 }
diff --git a/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs
index cd7a3e9ab..b78c4d6c1 100644
--- a/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/BananaVisionPageViewModel.cs
@@ -304,6 +304,11 @@ await Dispatcher.UIThread.InvokeAsync(() =>
     /// </summary>
     public bool ShowQwenSettings => SelectedProviderId == BananaVisionProviderIds.QwenImageEdit;
 
+    /// <summary>
+    /// Whether to show the Flux.2 Klein settings panel
+    /// </summary>
+    public bool ShowKleinSettings => SelectedProviderId == BananaVisionProviderIds.Flux2Klein;
+
     /// <summary>
     /// Whether the Flux settings panel is expanded
     /// </summary>
@@ -316,6 +321,12 @@ await Dispatcher.UIThread.InvokeAsync(() =>
     [ObservableProperty]
     public partial bool IsQwenSettingsExpanded { get; set; } = true;
 
+    /// <summary>
+    /// Whether the Klein settings panel is expanded
+    /// </summary>
+    [ObservableProperty]
+    public partial bool IsKleinSettingsExpanded { get; set; } = true;
+
     /// <summary>
     /// Selected Flux Kontext model
     /// </summary>
@@ -328,6 +339,26 @@ await Dispatcher.UIThread.InvokeAsync(() =>
     [ObservableProperty]
     public partial HybridModelFile? SelectedQwenModel { get; set; }
 
+    /// <summary>
+    /// Selected Flux.2 Klein model
+    /// </summary>
+    [ObservableProperty]
+    public partial HybridModelFile? SelectedKleinModel { get; set; }
+
+    /// <summary>
+    /// Sampling steps for Klein. Auto-set when the model changes (4 for distilled,
+    /// 20 for base); user can override via the Klein settings panel.
+    /// </summary>
+    [ObservableProperty]
+    public partial int KleinSteps { get; set; } = 4;
+
+    /// <summary>
+    /// CFG scale for Klein. Auto-set when the model changes (1 for distilled,
+    /// 5 for base); user can override via the Klein settings panel.
+    /// </summary>
+    [ObservableProperty]
+    public partial double KleinCfg { get; set; } = 1.0;
+
     /// <summary>
     /// Available Flux Kontext models (filtered by BaseModel metadata or untagged)
     /// </summary>
@@ -338,6 +369,11 @@ await Dispatcher.UIThread.InvokeAsync(() =>
     /// </summary>
     public ObservableCollection<HybridModelFile> AvailableQwenModels { get; } = [];
 
+    /// <summary>
+    /// Available Flux.2 Klein models (filtered by BaseModel metadata or filename)
+    /// </summary>
+    public ObservableCollection<HybridModelFile> AvailableKleinModels { get; } = [];
+
     /// <summary>
     /// Available LoRA models for Flux Kontext
     /// </summary>
@@ -348,6 +384,11 @@ await Dispatcher.UIThread.InvokeAsync(() =>
     /// </summary>
     public ObservableCollection<HybridModelFile> AvailableQwenLoras { get; } = [];
 
+    /// <summary>
+    /// Available LoRA models for Flux.2 Klein
+    /// </summary>
+    public ObservableCollection<HybridModelFile> AvailableKleinLoras { get; } = [];
+
     /// <summary>
     /// Selected LoRAs with weights
     /// </summary>
@@ -835,58 +876,71 @@ private async Task ConnectAsync()
         const int maxRetries = 5;
         const int retryDelayMs = 1000;
 
-        for (var attempt = 1; attempt <= maxRetries; attempt++)
+        // Hold IsWaitingForConnection for the whole retry loop so the status banner and
+        // Connect button don't flicker as ClientManager.IsConnecting toggles per attempt
+        // (each failed attempt + retry delay would otherwise expose CanUserConnect briefly).
+        IsWaitingForConnection = true;
+        try
         {
-            try
-            {
-                logger.LogInformation(
-                    "Attempting to connect to ComfyUI (attempt {Attempt}/{MaxRetries})...",
-                    attempt,
-                    maxRetries
-                );
-                await ClientManager.ConnectAsync();
-                notificationService.Show(
-                    "Connected",
-                    "Successfully connected to ComfyUI",
-                    NotificationType.Success
-                );
-                return; // Success - exit the method
-            }
-            catch (HttpRequestException ex)
-                when (ex.InnerException is SocketException { SocketErrorCode: SocketError.ConnectionRefused })
+            for (var attempt = 1; attempt <= maxRetries; attempt++)
             {
-                // Connection refused - ComfyUI might still be starting up
-                if (attempt < maxRetries)
+                try
                 {
-                    logger.LogDebug(
-                        "Connection refused (attempt {Attempt}/{MaxRetries}), retrying in {Delay}ms...",
+                    logger.LogInformation(
+                        "Attempting to connect to ComfyUI (attempt {Attempt}/{MaxRetries})...",
                         attempt,
-                        maxRetries,
-                        retryDelayMs
-                    );
-                    await Task.Delay(retryDelayMs);
-                }
-                else
-                {
-                    logger.LogWarning(
-                        ex,
-                        "Failed to connect to ComfyUI after {MaxRetries} attempts",
                         maxRetries
                     );
+                    await ClientManager.ConnectAsync();
                     notificationService.Show(
-                        "Connection Failed",
-                        "Could not connect to ComfyUI. Make sure it's running and try again.",
-                        NotificationType.Warning
+                        "Connected",
+                        "Successfully connected to ComfyUI",
+                        NotificationType.Success
                     );
+                    return; // Success - exit the method
+                }
+                catch (HttpRequestException ex)
+                    when (ex.InnerException
+                            is SocketException { SocketErrorCode: SocketError.ConnectionRefused }
+                    )
+                {
+                    // Connection refused - ComfyUI might still be starting up
+                    if (attempt < maxRetries)
+                    {
+                        logger.LogDebug(
+                            "Connection refused (attempt {Attempt}/{MaxRetries}), retrying in {Delay}ms...",
+                            attempt,
+                            maxRetries,
+                            retryDelayMs
+                        );
+                        await Task.Delay(retryDelayMs);
+                    }
+                    else
+                    {
+                        logger.LogWarning(
+                            ex,
+                            "Failed to connect to ComfyUI after {MaxRetries} attempts",
+                            maxRetries
+                        );
+                        notificationService.Show(
+                            "Connection Failed",
+                            "Could not connect to ComfyUI. Make sure it's running and try again.",
+                            NotificationType.Warning
+                        );
+                    }
+                }
+                catch (Exception ex)
+                {
+                    // Other errors - don't retry
+                    logger.LogError(ex, "Failed to connect to ComfyUI");
+                    notificationService.Show("Connection Failed", ex.Message, NotificationType.Error);
+                    return;
                 }
             }
-            catch (Exception ex)
-            {
-                // Other errors - don't retry
-                logger.LogError(ex, "Failed to connect to ComfyUI");
-                notificationService.Show("Connection Failed", ex.Message, NotificationType.Error);
-                return;
-            }
+        }
+        finally
+        {
+            IsWaitingForConnection = false;
         }
     }
 
@@ -1695,12 +1749,27 @@ private Dictionary<string, object> BuildProviderOptions()
                 providerOptions["SelectedLoras"] = SelectedLoras.ToList();
         }
 
+        if (SelectedProviderId == BananaVisionProviderIds.Flux2Klein)
+        {
+            providerOptions ??= new();
+            if (SelectedKleinModel != null)
+                providerOptions["CustomUnetModel"] = SelectedKleinModel;
+            if (SelectedLoras.Count > 0)
+                providerOptions["SelectedLoras"] = SelectedLoras.ToList();
+            providerOptions["Steps"] = KleinSteps;
+            providerOptions["CfgScale"] = KleinCfg;
+        }
+
         providerOptions ??= new();
 
         if (UseCustomResolution)
         {
             providerOptions["Width"] = CustomWidth;
             providerOptions["Height"] = CustomHeight;
+            // Marker that the user explicitly opted into a specific resolution. Providers
+            // doing img2img edits (e.g. Klein) use this to decide whether to override the
+            // reference-image-derived dimensions.
+            providerOptions["ExplicitDimensions"] = true;
         }
         else if (SelectedAspectRatio != null)
         {
@@ -2153,6 +2222,7 @@ partial void OnSelectedProviderIdChanged(string? value)
         OnPropertyChanged(nameof(IsCloudProvider));
         OnPropertyChanged(nameof(ShowFluxSettings));
         OnPropertyChanged(nameof(ShowQwenSettings));
+        OnPropertyChanged(nameof(ShowKleinSettings));
 
         // Load available Flux models when switching to Flux Kontext
         if (value == BananaVisionProviderIds.FluxKontext)
@@ -2179,6 +2249,19 @@ partial void OnSelectedProviderIdChanged(string? value)
                     logger.LogError(ex, "Failed to check for missing Qwen models");
                 });
         }
+
+        // Load available Klein models when switching to Flux.2 Klein
+        if (value == BananaVisionProviderIds.Flux2Klein)
+        {
+            LoadAvailableKleinModels();
+
+            // Auto-show missing models dialog if connected and models are missing
+            CheckAndShowMissingModelsDialogAsync()
+                .SafeFireAndForget(ex =>
+                {
+                    logger.LogError(ex, "Failed to check for missing Klein models");
+                });
+        }
     }
 
     private void UpdateProviderStatus()
@@ -2217,6 +2300,18 @@ private void UpdateProviderStatus()
                 return;
             }
 
+            // While a model-download batch is running, show progress instead of the
+            // missing-models warning. Models are still technically missing on disk until
+            // the download finishes, but the user has already acted on that — surfacing
+            // the same warning + Download button would be misleading.
+            if (IsDownloadingModels)
+            {
+                ProviderStatusMessage = DownloadProgressText ?? "⬇️ Downloading models...";
+                IsFluxKontextAvailable = false;
+                HasMissingModels = false;
+                return;
+            }
+
             // Check if required models are available
             if (!modelManager.AreModelsAvailable(ClientManager))
             {
diff --git a/StabilityMatrix.Avalonia/ViewModels/Settings/MainSettingsViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/Settings/MainSettingsViewModel.cs
index 9a3780591..ffe5beaa3 100644
--- a/StabilityMatrix.Avalonia/ViewModels/Settings/MainSettingsViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/Settings/MainSettingsViewModel.cs
@@ -135,6 +135,10 @@ public partial class MainSettingsViewModel : PageViewModelBase
     [ObservableProperty]
     private bool isDiscordRichPresenceEnabled;
 
+    // Appearance section
+    [ObservableProperty]
+    private bool scrollBarsAlwaysVisible = true;
+
     // Console section
     [ObservableProperty]
     private int consoleLogHistorySize;
@@ -257,6 +261,7 @@ ICivitBaseModelTypeService baseModelTypeService
         RemoveSymlinksOnShutdown = settingsManager.Settings.RemoveFolderLinksOnShutdown;
         SelectedAnimationScale = settingsManager.Settings.AnimationScale;
         HolidayModeSetting = settingsManager.Settings.HolidayModeSetting;
+        ScrollBarsAlwaysVisible = settingsManager.Settings.ScrollBarsAlwaysVisible;
 
         settingsManager.RelayPropertyFor(this, vm => vm.SelectedTheme, settings => settings.Theme);
 
@@ -267,6 +272,17 @@ ICivitBaseModelTypeService baseModelTypeService
             true
         );
 
+        settingsManager.RelayPropertyFor(
+            this,
+            vm => vm.ScrollBarsAlwaysVisible,
+            settings => settings.ScrollBarsAlwaysVisible,
+            true
+        );
+
+        // Push the initial value into the global DynamicResources that the
+        // ScrollBarStyles read from, so the loaded setting actually takes effect.
+        ApplyScrollBarSetting(ScrollBarsAlwaysVisible);
+
         settingsManager.RelayPropertyFor(
             this,
             vm => vm.SelectedAnimationScale,
@@ -524,6 +540,28 @@ partial void OnMaxConcurrentDownloadsChanged(int value)
         trackedDownloadService.UpdateMaxConcurrentDownloads(value);
     }
 
+    partial void OnScrollBarsAlwaysVisibleChanged(bool value)
+    {
+        ApplyScrollBarSetting(value);
+    }
+
+    /// <summary>
+    /// Pushes the scrollbar-visibility setting into the global DynamicResources that
+    /// the ScrollBarStyles consume. Called both on initial settings load and whenever
+    /// the toggle changes, so changes take effect immediately without restart.
+    /// </summary>
+    private static void ApplyScrollBarSetting(bool alwaysVisible)
+    {
+        if (Application.Current is not { } app)
+            return;
+
+        // AllowAutoHide is the inverse of "always visible". MinWidth=14 gives the
+        // thumb a comfortable hit-target when permanent; 0 lets Avalonia's default
+        // thin/expanded transition work normally in legacy mode.
+        app.Resources["ScrollBarAllowAutoHide"] = !alwaysVisible;
+        app.Resources["ScrollBarMinWidthValue"] = alwaysVisible ? 14d : 0d;
+    }
+
     public async Task ResetCheckpointCache()
     {
         await notificationService.TryAsync(modelIndexService.RefreshIndex());
diff --git a/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml b/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml
index 9aa3e949a..7651684a0 100644
--- a/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/BananaVisionPage.axaml
@@ -6,6 +6,7 @@
     xmlns:bananaVision="clr-namespace:StabilityMatrix.Avalonia.Converters.BananaVision"
     xmlns:bananaVision1="clr-namespace:StabilityMatrix.Avalonia.Models.BananaVision"
     xmlns:controls="clr-namespace:StabilityMatrix.Avalonia.Controls"
+    xmlns:converters="clr-namespace:StabilityMatrix.Avalonia.Converters"
     xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
     xmlns:database="clr-namespace:StabilityMatrix.Core.Models.Database;assembly=StabilityMatrix.Core"
     xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
@@ -542,351 +543,648 @@
                         Padding="0"
                         Header="Model &amp; LoRA Settings"
                         IsExpanded="{Binding IsFluxSettingsExpanded}">
-                        <Grid
-                            Margin="0,8,0,0"
-                            ColumnDefinitions="Auto, *"
-                            RowDefinitions="Auto, Auto">
-                            <!--  Model Selection (Left Column)  -->
-                            <StackPanel
-                                Grid.Row="0"
-                                Grid.Column="0"
-                                Margin="0,0,24,0"
-                                Spacing="4">
+                        <StackPanel Margin="0,8,0,0" Spacing="0">
+                            <!--  Model Selection (full-width row)  -->
+                            <StackPanel HorizontalAlignment="Stretch" Spacing="4">
                                 <TextBlock
                                     FontSize="12"
                                     Opacity="0.7"
                                     Text="Flux Kontext Model" />
                                 <controls:BetterComboBox
-                                    MinWidth="350"
                                     Padding="8,6,4,6"
+                                    HorizontalAlignment="Stretch"
                                     ItemsSource="{Binding AvailableFluxModels}"
                                     SelectedItem="{Binding SelectedFluxModel}"
                                     Theme="{StaticResource BetterComboBoxHybridModelTheme}" />
                             </StackPanel>
 
-                            <!--  LoRA Header + Add Button (Right Column, Same Row)  -->
-                            <StackPanel
-                                Grid.Row="0"
-                                Grid.Column="1"
-                                VerticalAlignment="Top"
-                                Spacing="4">
-                                <StackPanel Orientation="Horizontal" Spacing="8">
+                            <!--  LoRA Card (full-width below)  -->
+                            <Border
+                                Margin="0,16,0,0"
+                                Padding="14,10"
+                                HorizontalAlignment="Stretch"
+                                Background="#16161E"
+                                BorderBrush="{DynamicResource CardStrokeColorDefaultBrush}"
+                                BorderThickness="1"
+                                CornerRadius="6">
+                                <StackPanel HorizontalAlignment="Stretch" Spacing="8">
+                                    <StackPanel Orientation="Horizontal" Spacing="8">
+                                        <avalonia:Icon
+                                            VerticalAlignment="Center"
+                                            FontSize="12"
+                                            Opacity="0.6"
+                                            Value="fa-solid fa-layer-group" />
+                                        <TextBlock
+                                            VerticalAlignment="Center"
+                                            FontSize="12"
+                                            Opacity="0.7"
+                                            Text="LoRAs" />
+                                        <Button
+                                            Padding="6,2"
+                                            Background="#2D2D4A"
+                                            Command="{Binding AddLoraCommand}"
+                                            CornerRadius="4">
+                                            <StackPanel Orientation="Horizontal" Spacing="4">
+                                                <avalonia:Icon FontSize="10" Value="fa-solid fa-plus" />
+                                                <TextBlock FontSize="11" Text="Add LoRA" />
+                                            </StackPanel>
+                                        </Button>
+                                    </StackPanel>
+
+                                    <!--  Empty State  -->
                                     <TextBlock
-                                        VerticalAlignment="Center"
-                                        FontSize="12"
-                                        Opacity="0.7"
-                                        Text="LoRAs" />
-                                    <Button
-                                        Padding="6,2"
-                                        Background="#2D2D4A"
-                                        Command="{Binding AddLoraCommand}"
-                                        CornerRadius="4">
-                                        <StackPanel Orientation="Horizontal" Spacing="4">
-                                            <avalonia:Icon FontSize="10" Value="fa-solid fa-plus" />
-                                            <TextBlock FontSize="11" Text="Add LoRA" />
-                                        </StackPanel>
-                                    </Button>
+                                        FontSize="11"
+                                        IsVisible="{Binding !SelectedLoras.Count}"
+                                        Opacity="0.5"
+                                        Text="No LoRAs selected — click Add to stack character / style LoRAs on top of Flux Kontext."
+                                        TextWrapping="Wrap" />
+
+                                    <!--  Selected LoRA list (inline inside the card)  -->
+                                    <ItemsControl IsVisible="{Binding SelectedLoras.Count}" ItemsSource="{Binding SelectedLoras}">
+                                        <ItemsControl.ItemTemplate>
+                                            <DataTemplate DataType="bananaVision1:SelectedLora">
+                                                <Border
+                                                    Margin="0,4"
+                                                    Padding="12,10"
+                                                    Background="#2A2A3E"
+                                                    CornerRadius="8">
+                                                    <Grid ColumnDefinitions="*, Auto, Auto, Auto">
+                                                        <!--  LoRA Name  -->
+                                                        <TextBlock
+                                                            Grid.Column="0"
+                                                            VerticalAlignment="Center"
+                                                            FontWeight="Medium"
+                                                            Text="{Binding DisplayName}"
+                                                            TextTrimming="CharacterEllipsis" />
+
+                                                        <!--  Model Weight  -->
+                                                        <StackPanel
+                                                            Grid.Column="1"
+                                                            Margin="16,0"
+                                                            Orientation="Horizontal"
+                                                            Spacing="6">
+                                                            <TextBlock
+                                                                VerticalAlignment="Center"
+                                                                FontSize="11"
+                                                                Opacity="0.7"
+                                                                Text="Model:" />
+                                                            <Slider
+                                                                Width="100"
+                                                                VerticalAlignment="Center"
+                                                                IsSnapToTickEnabled="True"
+                                                                Maximum="2"
+                                                                Minimum="0"
+                                                                TickFrequency="0.05"
+                                                                Value="{Binding ModelWeight}" />
+                                                            <NumericUpDown
+                                                                Width="65"
+                                                                MinHeight="0"
+                                                                Padding="6,4"
+                                                                VerticalAlignment="Center"
+                                                                VerticalContentAlignment="Center"
+                                                                FontSize="13"
+                                                                FormatString="F2"
+                                                                Increment="0.05"
+                                                                Maximum="2"
+                                                                Minimum="0"
+                                                                ShowButtonSpinner="False"
+                                                                Value="{Binding ModelWeight}" />
+                                                        </StackPanel>
+
+                                                        <!--  CLIP Weight  -->
+                                                        <StackPanel
+                                                            Grid.Column="2"
+                                                            Margin="0,0,12,0"
+                                                            Orientation="Horizontal"
+                                                            Spacing="6">
+                                                            <TextBlock
+                                                                VerticalAlignment="Center"
+                                                                FontSize="11"
+                                                                Opacity="0.7"
+                                                                Text="CLIP:" />
+                                                            <Slider
+                                                                Width="100"
+                                                                VerticalAlignment="Center"
+                                                                IsSnapToTickEnabled="True"
+                                                                Maximum="2"
+                                                                Minimum="0"
+                                                                TickFrequency="0.05"
+                                                                Value="{Binding ClipWeight}" />
+                                                            <NumericUpDown
+                                                                Width="65"
+                                                                MinHeight="0"
+                                                                Padding="6,4"
+                                                                VerticalAlignment="Center"
+                                                                VerticalContentAlignment="Center"
+                                                                FontSize="13"
+                                                                FormatString="F2"
+                                                                Increment="0.05"
+                                                                Maximum="2"
+                                                                Minimum="0"
+                                                                ShowButtonSpinner="False"
+                                                                Value="{Binding ClipWeight}" />
+                                                        </StackPanel>
+
+                                                        <!--  Remove Button  -->
+                                                        <Button
+                                                            Grid.Column="3"
+                                                            Padding="6"
+                                                            Background="Transparent"
+                                                            Command="{Binding $parent[ItemsControl].((vm:BananaVisionPageViewModel)DataContext).RemoveLoraCommand}"
+                                                            CommandParameter="{Binding}"
+                                                            ToolTip.Tip="Remove LoRA">
+                                                            <avalonia:Icon
+                                                                FontSize="12"
+                                                                Foreground="#FF6B6B"
+                                                                Value="fa-solid fa-times" />
+                                                        </Button>
+                                                    </Grid>
+                                                </Border>
+                                            </DataTemplate>
+                                        </ItemsControl.ItemTemplate>
+                                    </ItemsControl>
                                 </StackPanel>
+                            </Border>
+                        </StackPanel>
+                    </Expander>
+                </Border>
 
-                                <!--  Empty State (inline with header when no loras)  -->
+                <!--  Qwen Image Edit Settings Panel (collapsible, under header)  -->
+                <Border
+                    Padding="16,8"
+                    Background="#1E1E2E"
+                    BorderBrush="{DynamicResource CardStrokeColorDefaultBrush}"
+                    BorderThickness="0,0,0,1"
+                    IsVisible="{Binding ShowQwenSettings}">
+                    <Expander
+                        Padding="0"
+                        Header="Model &amp; LoRA Settings"
+                        IsExpanded="{Binding IsQwenSettingsExpanded}">
+                        <StackPanel Margin="0,8,0,0" Spacing="0">
+                            <!--  Model Selection (full-width row)  -->
+                            <StackPanel HorizontalAlignment="Stretch" Spacing="4">
                                 <TextBlock
-                                    Margin="0,8,0,0"
-                                    FontSize="11"
-                                    IsVisible="{Binding !SelectedLoras.Count}"
-                                    Opacity="0.5"
-                                    Text="No LoRAs selected - click Add to get started" />
+                                    FontSize="12"
+                                    Opacity="0.7"
+                                    Text="Qwen Image Edit Model" />
+                                <controls:BetterComboBox
+                                    Padding="8,6,4,6"
+                                    HorizontalAlignment="Stretch"
+                                    ItemsSource="{Binding AvailableQwenModels}"
+                                    SelectedItem="{Binding SelectedQwenModel}"
+                                    Theme="{StaticResource BetterComboBoxHybridModelTheme}" />
                             </StackPanel>
 
-                            <!--  Selected LoRAs List (Full Width, Second Row)  -->
-                            <ItemsControl
-                                Grid.Row="1"
-                                Grid.Column="0"
-                                Grid.ColumnSpan="2"
-                                Margin="0,12,0,0"
-                                IsVisible="{Binding SelectedLoras.Count}"
-                                ItemsSource="{Binding SelectedLoras}">
-                                <ItemsControl.ItemTemplate>
-                                    <DataTemplate DataType="bananaVision1:SelectedLora">
-                                        <Border
-                                            Margin="0,4"
-                                            Padding="12,10"
-                                            Background="#2A2A3E"
-                                            CornerRadius="8">
-                                            <Grid ColumnDefinitions="*, Auto, Auto, Auto">
-                                                <!--  LoRA Name  -->
-                                                <TextBlock
-                                                    Grid.Column="0"
-                                                    VerticalAlignment="Center"
-                                                    FontWeight="Medium"
-                                                    Text="{Binding DisplayName}"
-                                                    TextTrimming="CharacterEllipsis" />
-
-                                                <!--  Model Weight  -->
-                                                <StackPanel
-                                                    Grid.Column="1"
-                                                    Margin="16,0"
-                                                    Orientation="Horizontal"
-                                                    Spacing="6">
-                                                    <TextBlock
-                                                        VerticalAlignment="Center"
-                                                        FontSize="11"
-                                                        Opacity="0.7"
-                                                        Text="Model:" />
-                                                    <Slider
-                                                        Width="100"
-                                                        VerticalAlignment="Center"
-                                                        IsSnapToTickEnabled="True"
-                                                        Maximum="2"
-                                                        Minimum="0"
-                                                        TickFrequency="0.05"
-                                                        Value="{Binding ModelWeight}" />
-                                                    <NumericUpDown
-                                                        Width="65"
-                                                        MinHeight="0"
-                                                        Padding="6,4"
-                                                        VerticalAlignment="Center"
-                                                        VerticalContentAlignment="Center"
-                                                        FontSize="13"
-                                                        FormatString="F2"
-                                                        Increment="0.05"
-                                                        Maximum="2"
-                                                        Minimum="0"
-                                                        ShowButtonSpinner="False"
-                                                        Value="{Binding ModelWeight}" />
-                                                </StackPanel>
-
-                                                <!--  CLIP Weight  -->
-                                                <StackPanel
-                                                    Grid.Column="2"
-                                                    Margin="0,0,12,0"
-                                                    Orientation="Horizontal"
-                                                    Spacing="6">
-                                                    <TextBlock
-                                                        VerticalAlignment="Center"
-                                                        FontSize="11"
-                                                        Opacity="0.7"
-                                                        Text="CLIP:" />
-                                                    <Slider
-                                                        Width="100"
-                                                        VerticalAlignment="Center"
-                                                        IsSnapToTickEnabled="True"
-                                                        Maximum="2"
-                                                        Minimum="0"
-                                                        TickFrequency="0.05"
-                                                        Value="{Binding ClipWeight}" />
-                                                    <NumericUpDown
-                                                        Width="65"
-                                                        MinHeight="0"
-                                                        Padding="6,4"
-                                                        VerticalAlignment="Center"
-                                                        VerticalContentAlignment="Center"
-                                                        FontSize="13"
-                                                        FormatString="F2"
-                                                        Increment="0.05"
-                                                        Maximum="2"
-                                                        Minimum="0"
-                                                        ShowButtonSpinner="False"
-                                                        Value="{Binding ClipWeight}" />
-                                                </StackPanel>
+                            <!--  LoRA Card (full-width below)  -->
+                            <Border
+                                Margin="0,16,0,0"
+                                Padding="14,10"
+                                HorizontalAlignment="Stretch"
+                                Background="#16161E"
+                                BorderBrush="{DynamicResource CardStrokeColorDefaultBrush}"
+                                BorderThickness="1"
+                                CornerRadius="6">
+                                <StackPanel HorizontalAlignment="Stretch" Spacing="8">
+                                    <StackPanel Orientation="Horizontal" Spacing="8">
+                                        <avalonia:Icon
+                                            VerticalAlignment="Center"
+                                            FontSize="12"
+                                            Opacity="0.6"
+                                            Value="fa-solid fa-layer-group" />
+                                        <TextBlock
+                                            VerticalAlignment="Center"
+                                            FontSize="12"
+                                            Opacity="0.7"
+                                            Text="LoRAs" />
+                                        <Button
+                                            Padding="6,2"
+                                            Background="#2D2D4A"
+                                            Command="{Binding AddLoraCommand}"
+                                            CornerRadius="4">
+                                            <StackPanel Orientation="Horizontal" Spacing="4">
+                                                <avalonia:Icon FontSize="10" Value="fa-solid fa-plus" />
+                                                <TextBlock FontSize="11" Text="Add LoRA" />
+                                            </StackPanel>
+                                        </Button>
+                                    </StackPanel>
 
-                                                <!--  Remove Button  -->
-                                                <Button
-                                                    Grid.Column="3"
-                                                    Padding="6"
-                                                    Background="Transparent"
-                                                    Command="{Binding $parent[ItemsControl].((vm:BananaVisionPageViewModel)DataContext).RemoveLoraCommand}"
-                                                    CommandParameter="{Binding}"
-                                                    ToolTip.Tip="Remove LoRA">
-                                                    <avalonia:Icon
-                                                        FontSize="12"
-                                                        Foreground="#FF6B6B"
-                                                        Value="fa-solid fa-times" />
-                                                </Button>
-                                            </Grid>
-                                        </Border>
-                                    </DataTemplate>
-                                </ItemsControl.ItemTemplate>
-                            </ItemsControl>
-                        </Grid>
+                                    <!--  Empty State  -->
+                                    <TextBlock
+                                        FontSize="11"
+                                        IsVisible="{Binding !SelectedLoras.Count}"
+                                        Opacity="0.5"
+                                        Text="No LoRAs selected — click Add to stack character / style LoRAs on top of Qwen Image Edit."
+                                        TextWrapping="Wrap" />
+
+                                    <!--  Selected LoRA list (inline inside the card)  -->
+                                    <ItemsControl IsVisible="{Binding SelectedLoras.Count}" ItemsSource="{Binding SelectedLoras}">
+                                        <ItemsControl.ItemTemplate>
+                                            <DataTemplate DataType="bananaVision1:SelectedLora">
+                                                <Border
+                                                    Margin="0,4"
+                                                    Padding="12,10"
+                                                    Background="#2A2A3E"
+                                                    CornerRadius="8">
+                                                    <Grid ColumnDefinitions="*, Auto, Auto, Auto">
+                                                        <!--  LoRA Name  -->
+                                                        <TextBlock
+                                                            Grid.Column="0"
+                                                            VerticalAlignment="Center"
+                                                            FontWeight="Medium"
+                                                            Text="{Binding DisplayName}"
+                                                            TextTrimming="CharacterEllipsis" />
+
+                                                        <!--  Model Weight  -->
+                                                        <StackPanel
+                                                            Grid.Column="1"
+                                                            Margin="16,0"
+                                                            Orientation="Horizontal"
+                                                            Spacing="6">
+                                                            <TextBlock
+                                                                VerticalAlignment="Center"
+                                                                FontSize="11"
+                                                                Opacity="0.7"
+                                                                Text="Model:" />
+                                                            <Slider
+                                                                Width="100"
+                                                                VerticalAlignment="Center"
+                                                                IsSnapToTickEnabled="True"
+                                                                Maximum="2"
+                                                                Minimum="0"
+                                                                TickFrequency="0.05"
+                                                                Value="{Binding ModelWeight}" />
+                                                            <NumericUpDown
+                                                                Width="65"
+                                                                MinHeight="0"
+                                                                Padding="6,4"
+                                                                VerticalAlignment="Center"
+                                                                VerticalContentAlignment="Center"
+                                                                FontSize="13"
+                                                                FormatString="F2"
+                                                                Increment="0.05"
+                                                                Maximum="2"
+                                                                Minimum="0"
+                                                                ShowButtonSpinner="False"
+                                                                Value="{Binding ModelWeight}" />
+                                                        </StackPanel>
+
+                                                        <!--  CLIP Weight  -->
+                                                        <StackPanel
+                                                            Grid.Column="2"
+                                                            Margin="0,0,12,0"
+                                                            Orientation="Horizontal"
+                                                            Spacing="6">
+                                                            <TextBlock
+                                                                VerticalAlignment="Center"
+                                                                FontSize="11"
+                                                                Opacity="0.7"
+                                                                Text="CLIP:" />
+                                                            <Slider
+                                                                Width="100"
+                                                                VerticalAlignment="Center"
+                                                                IsSnapToTickEnabled="True"
+                                                                Maximum="2"
+                                                                Minimum="0"
+                                                                TickFrequency="0.05"
+                                                                Value="{Binding ClipWeight}" />
+                                                            <NumericUpDown
+                                                                Width="65"
+                                                                MinHeight="0"
+                                                                Padding="6,4"
+                                                                VerticalAlignment="Center"
+                                                                VerticalContentAlignment="Center"
+                                                                FontSize="13"
+                                                                FormatString="F2"
+                                                                Increment="0.05"
+                                                                Maximum="2"
+                                                                Minimum="0"
+                                                                ShowButtonSpinner="False"
+                                                                Value="{Binding ClipWeight}" />
+                                                        </StackPanel>
+
+                                                        <!--  Remove Button  -->
+                                                        <Button
+                                                            Grid.Column="3"
+                                                            Padding="6"
+                                                            Background="Transparent"
+                                                            Command="{Binding $parent[ItemsControl].((vm:BananaVisionPageViewModel)DataContext).RemoveLoraCommand}"
+                                                            CommandParameter="{Binding}"
+                                                            ToolTip.Tip="Remove LoRA">
+                                                            <avalonia:Icon
+                                                                FontSize="12"
+                                                                Foreground="#FF6B6B"
+                                                                Value="fa-solid fa-times" />
+                                                        </Button>
+                                                    </Grid>
+                                                </Border>
+                                            </DataTemplate>
+                                        </ItemsControl.ItemTemplate>
+                                    </ItemsControl>
+                                </StackPanel>
+                            </Border>
+                        </StackPanel>
                     </Expander>
                 </Border>
 
-                <!--  Qwen Image Edit Settings Panel (collapsible, under header)  -->
+                <!--  Flux.2 Klein Settings Panel (collapsible, under header)  -->
                 <Border
                     Padding="16,8"
                     Background="#1E1E2E"
                     BorderBrush="{DynamicResource CardStrokeColorDefaultBrush}"
                     BorderThickness="0,0,0,1"
-                    IsVisible="{Binding ShowQwenSettings}">
+                    IsVisible="{Binding ShowKleinSettings}">
                     <Expander
                         Padding="0"
                         Header="Model &amp; LoRA Settings"
-                        IsExpanded="{Binding IsQwenSettingsExpanded}">
+                        IsExpanded="{Binding IsKleinSettingsExpanded}">
                         <Grid
+                            x:Name="KleinSettingsLayout"
                             Margin="0,8,0,0"
-                            ColumnDefinitions="Auto, *"
-                            RowDefinitions="Auto, Auto">
-                            <!--  Model Selection (Left Column)  -->
+                            Classes.compact="{Binding #KleinSettingsLayout.Bounds.Width, Converter={x:Static converters:WidthLessThanConverter.Instance}, ConverterParameter=720}"
+                            ColumnDefinitions="*, *"
+                            ColumnSpacing="24"
+                            RowDefinitions="Auto, Auto, Auto">
+                            <Grid.Styles>
+                                <!--
+                                    Compact (narrow) layout: each top-level item spans both columns
+                                    and stacks vertically (model → sampling → LoRA). ColumnDefinitions
+                                    stays "*,*" (not styleable) but spanning makes items behave as
+                                    if there's only one column.
+                                -->
+                                <Style Selector="Grid#KleinSettingsLayout.compact &gt; StackPanel.klein-model-col">
+                                    <Setter Property="Grid.ColumnSpan" Value="2" />
+                                </Style>
+                                <Style Selector="Grid#KleinSettingsLayout.compact &gt; StackPanel.klein-sampling-col">
+                                    <Setter Property="Grid.Column" Value="0" />
+                                    <Setter Property="Grid.ColumnSpan" Value="2" />
+                                    <Setter Property="Grid.Row" Value="1" />
+                                    <Setter Property="Margin" Value="0,16,0,0" />
+                                </Style>
+                                <Style Selector="Grid#KleinSettingsLayout.compact &gt; Border.klein-lora-card">
+                                    <Setter Property="Grid.Row" Value="2" />
+                                </Style>
+                            </Grid.Styles>
+
+                            <!--  Model Selection (Left Column in wide; Row 0 in compact)  -->
                             <StackPanel
                                 Grid.Row="0"
                                 Grid.Column="0"
-                                Margin="0,0,24,0"
+                                HorizontalAlignment="Stretch"
+                                VerticalAlignment="Top"
+                                Classes="klein-model-col"
                                 Spacing="4">
                                 <TextBlock
                                     FontSize="12"
                                     Opacity="0.7"
-                                    Text="Qwen Image Edit Model" />
+                                    Text="Flux.2 Klein Model" />
                                 <controls:BetterComboBox
-                                    MinWidth="350"
                                     Padding="8,6,4,6"
-                                    ItemsSource="{Binding AvailableQwenModels}"
-                                    SelectedItem="{Binding SelectedQwenModel}"
+                                    HorizontalAlignment="Stretch"
+                                    ItemsSource="{Binding AvailableKleinModels}"
+                                    SelectedItem="{Binding SelectedKleinModel}"
                                     Theme="{StaticResource BetterComboBoxHybridModelTheme}" />
                             </StackPanel>
 
-                            <!--  LoRA Header + Add Button (Right Column, Same Row)  -->
+                            <!--  Sampling Params (Right Column in wide; Row 1 in compact)  -->
                             <StackPanel
                                 Grid.Row="0"
                                 Grid.Column="1"
+                                HorizontalAlignment="Stretch"
                                 VerticalAlignment="Top"
+                                Classes="klein-sampling-col"
                                 Spacing="4">
-                                <StackPanel Orientation="Horizontal" Spacing="8">
+                                <!--  Steps + CFG (slider + numeric pair, auto-set to 4/1 for distilled, 20/5 for base)  -->
+                                <Grid
+                                    ColumnDefinitions="Auto, *, Auto"
+                                    RowDefinitions="Auto, Auto"
+                                    RowSpacing="6">
                                     <TextBlock
+                                        Grid.Row="0"
+                                        Grid.Column="0"
+                                        Margin="0,0,12,0"
                                         VerticalAlignment="Center"
-                                        FontSize="12"
+                                        FontSize="11"
                                         Opacity="0.7"
-                                        Text="LoRAs" />
-                                    <Button
-                                        Padding="6,2"
-                                        Background="#2D2D4A"
-                                        Command="{Binding AddLoraCommand}"
-                                        CornerRadius="4">
-                                        <StackPanel Orientation="Horizontal" Spacing="4">
-                                            <avalonia:Icon FontSize="10" Value="fa-solid fa-plus" />
-                                            <TextBlock FontSize="11" Text="Add LoRA" />
-                                        </StackPanel>
-                                    </Button>
-                                </StackPanel>
+                                        Text="Steps" />
+                                    <Slider
+                                        Grid.Row="0"
+                                        Grid.Column="1"
+                                        VerticalAlignment="Center"
+                                        IsSnapToTickEnabled="True"
+                                        Maximum="50"
+                                        Minimum="1"
+                                        TickFrequency="1"
+                                        Value="{Binding KleinSteps}" />
+                                    <NumericUpDown
+                                        Grid.Row="0"
+                                        Grid.Column="2"
+                                        Width="70"
+                                        MinHeight="0"
+                                        Margin="8,0,0,0"
+                                        Padding="6,4"
+                                        VerticalAlignment="Center"
+                                        VerticalContentAlignment="Center"
+                                        FontSize="13"
+                                        FormatString="F0"
+                                        Increment="1"
+                                        Maximum="100"
+                                        Minimum="1"
+                                        ShowButtonSpinner="False"
+                                        Value="{Binding KleinSteps}" />
 
-                                <!--  Empty State (inline with header when no loras)  -->
+                                    <TextBlock
+                                        Grid.Row="1"
+                                        Grid.Column="0"
+                                        Margin="0,0,12,0"
+                                        VerticalAlignment="Center"
+                                        FontSize="11"
+                                        Opacity="0.7"
+                                        Text="CFG" />
+                                    <Slider
+                                        Grid.Row="1"
+                                        Grid.Column="1"
+                                        VerticalAlignment="Center"
+                                        IsSnapToTickEnabled="True"
+                                        Maximum="15"
+                                        Minimum="1"
+                                        TickFrequency="0.5"
+                                        Value="{Binding KleinCfg}" />
+                                    <NumericUpDown
+                                        Grid.Row="1"
+                                        Grid.Column="2"
+                                        Width="70"
+                                        MinHeight="0"
+                                        Margin="8,0,0,0"
+                                        Padding="6,4"
+                                        VerticalAlignment="Center"
+                                        VerticalContentAlignment="Center"
+                                        FontSize="13"
+                                        FormatString="F1"
+                                        Increment="0.5"
+                                        Maximum="20"
+                                        Minimum="1"
+                                        ShowButtonSpinner="False"
+                                        Value="{Binding KleinCfg}" />
+                                </Grid>
                                 <TextBlock
-                                    Margin="0,8,0,0"
-                                    FontSize="11"
-                                    IsVisible="{Binding !SelectedLoras.Count}"
+                                    Margin="0,6,0,0"
+                                    FontSize="10"
                                     Opacity="0.5"
-                                    Text="No LoRAs selected - click Add to get started" />
+                                    Text="Auto-set when you change models: 4 steps + CFG 1 for distilled, 20 + 5 for base."
+                                    TextWrapping="Wrap" />
                             </StackPanel>
 
-                            <!--  Selected LoRAs List (Full Width, Second Row)  -->
-                            <ItemsControl
+                            <!--  LoRA Card (full-width below in wide; Row 2 in compact)  -->
+                            <Border
                                 Grid.Row="1"
                                 Grid.Column="0"
                                 Grid.ColumnSpan="2"
-                                Margin="0,12,0,0"
-                                IsVisible="{Binding SelectedLoras.Count}"
-                                ItemsSource="{Binding SelectedLoras}">
-                                <ItemsControl.ItemTemplate>
-                                    <DataTemplate DataType="bananaVision1:SelectedLora">
-                                        <Border
-                                            Margin="0,4"
-                                            Padding="12,10"
-                                            Background="#2A2A3E"
-                                            CornerRadius="8">
-                                            <Grid ColumnDefinitions="*, Auto, Auto, Auto">
-                                                <!--  LoRA Name  -->
-                                                <TextBlock
-                                                    Grid.Column="0"
-                                                    VerticalAlignment="Center"
-                                                    FontWeight="Medium"
-                                                    Text="{Binding DisplayName}"
-                                                    TextTrimming="CharacterEllipsis" />
-
-                                                <!--  Model Weight  -->
-                                                <StackPanel
-                                                    Grid.Column="1"
-                                                    Margin="16,0"
-                                                    Orientation="Horizontal"
-                                                    Spacing="6">
-                                                    <TextBlock
-                                                        VerticalAlignment="Center"
-                                                        FontSize="11"
-                                                        Opacity="0.7"
-                                                        Text="Model:" />
-                                                    <Slider
-                                                        Width="100"
-                                                        VerticalAlignment="Center"
-                                                        IsSnapToTickEnabled="True"
-                                                        Maximum="2"
-                                                        Minimum="0"
-                                                        TickFrequency="0.05"
-                                                        Value="{Binding ModelWeight}" />
-                                                    <NumericUpDown
-                                                        Width="65"
-                                                        MinHeight="0"
-                                                        Padding="6,4"
-                                                        VerticalAlignment="Center"
-                                                        VerticalContentAlignment="Center"
-                                                        FontSize="13"
-                                                        FormatString="F2"
-                                                        Increment="0.05"
-                                                        Maximum="2"
-                                                        Minimum="0"
-                                                        ShowButtonSpinner="False"
-                                                        Value="{Binding ModelWeight}" />
-                                                </StackPanel>
-
-                                                <!--  CLIP Weight  -->
-                                                <StackPanel
-                                                    Grid.Column="2"
-                                                    Margin="0,0,12,0"
-                                                    Orientation="Horizontal"
-                                                    Spacing="6">
-                                                    <TextBlock
-                                                        VerticalAlignment="Center"
-                                                        FontSize="11"
-                                                        Opacity="0.7"
-                                                        Text="CLIP:" />
-                                                    <Slider
-                                                        Width="100"
-                                                        VerticalAlignment="Center"
-                                                        IsSnapToTickEnabled="True"
-                                                        Maximum="2"
-                                                        Minimum="0"
-                                                        TickFrequency="0.05"
-                                                        Value="{Binding ClipWeight}" />
-                                                    <NumericUpDown
-                                                        Width="65"
-                                                        MinHeight="0"
-                                                        Padding="6,4"
-                                                        VerticalAlignment="Center"
-                                                        VerticalContentAlignment="Center"
-                                                        FontSize="13"
-                                                        FormatString="F2"
-                                                        Increment="0.05"
-                                                        Maximum="2"
-                                                        Minimum="0"
-                                                        ShowButtonSpinner="False"
-                                                        Value="{Binding ClipWeight}" />
-                                                </StackPanel>
+                                Margin="0,16,0,0"
+                                Padding="14,10"
+                                HorizontalAlignment="Stretch"
+                                Background="#16161E"
+                                BorderBrush="{DynamicResource CardStrokeColorDefaultBrush}"
+                                BorderThickness="1"
+                                Classes="klein-lora-card"
+                                CornerRadius="6">
+                                <StackPanel HorizontalAlignment="Stretch" Spacing="8">
+                                    <StackPanel Orientation="Horizontal" Spacing="8">
+                                        <avalonia:Icon
+                                            VerticalAlignment="Center"
+                                            FontSize="12"
+                                            Opacity="0.6"
+                                            Value="fa-solid fa-layer-group" />
+                                        <TextBlock
+                                            VerticalAlignment="Center"
+                                            FontSize="12"
+                                            Opacity="0.7"
+                                            Text="LoRAs" />
+                                        <Button
+                                            Padding="6,2"
+                                            Background="#2D2D4A"
+                                            Command="{Binding AddLoraCommand}"
+                                            CornerRadius="4">
+                                            <StackPanel Orientation="Horizontal" Spacing="4">
+                                                <avalonia:Icon FontSize="10" Value="fa-solid fa-plus" />
+                                                <TextBlock FontSize="11" Text="Add LoRA" />
+                                            </StackPanel>
+                                        </Button>
+                                    </StackPanel>
 
-                                                <!--  Remove Button  -->
-                                                <Button
-                                                    Grid.Column="3"
-                                                    Padding="6"
-                                                    Background="Transparent"
-                                                    Command="{Binding $parent[ItemsControl].((vm:BananaVisionPageViewModel)DataContext).RemoveLoraCommand}"
-                                                    CommandParameter="{Binding}"
-                                                    ToolTip.Tip="Remove LoRA">
-                                                    <avalonia:Icon
-                                                        FontSize="12"
-                                                        Foreground="#FF6B6B"
-                                                        Value="fa-solid fa-times" />
-                                                </Button>
-                                            </Grid>
-                                        </Border>
-                                    </DataTemplate>
-                                </ItemsControl.ItemTemplate>
-                            </ItemsControl>
+                                    <!--  Empty State  -->
+                                    <TextBlock
+                                        FontSize="11"
+                                        IsVisible="{Binding !SelectedLoras.Count}"
+                                        Opacity="0.5"
+                                        Text="No LoRAs selected — click Add to stack character / style LoRAs on top of the base Klein model."
+                                        TextWrapping="Wrap" />
+
+                                    <!--  Selected LoRA list (inline inside the card)  -->
+                                    <ItemsControl IsVisible="{Binding SelectedLoras.Count}" ItemsSource="{Binding SelectedLoras}">
+                                        <ItemsControl.ItemTemplate>
+                                            <DataTemplate DataType="bananaVision1:SelectedLora">
+                                                <Border
+                                                    Margin="0,4"
+                                                    Padding="12,10"
+                                                    Background="#2A2A3E"
+                                                    CornerRadius="8">
+                                                    <Grid ColumnDefinitions="*, Auto, Auto, Auto">
+                                                        <!--  LoRA Name  -->
+                                                        <TextBlock
+                                                            Grid.Column="0"
+                                                            VerticalAlignment="Center"
+                                                            FontWeight="Medium"
+                                                            Text="{Binding DisplayName}"
+                                                            TextTrimming="CharacterEllipsis" />
+
+                                                        <!--  Model Weight  -->
+                                                        <StackPanel
+                                                            Grid.Column="1"
+                                                            Margin="16,0"
+                                                            Orientation="Horizontal"
+                                                            Spacing="6">
+                                                            <TextBlock
+                                                                VerticalAlignment="Center"
+                                                                FontSize="11"
+                                                                Opacity="0.7"
+                                                                Text="Model:" />
+                                                            <Slider
+                                                                Width="100"
+                                                                VerticalAlignment="Center"
+                                                                IsSnapToTickEnabled="True"
+                                                                Maximum="2"
+                                                                Minimum="0"
+                                                                TickFrequency="0.05"
+                                                                Value="{Binding ModelWeight}" />
+                                                            <NumericUpDown
+                                                                Width="65"
+                                                                MinHeight="0"
+                                                                Padding="6,4"
+                                                                VerticalAlignment="Center"
+                                                                VerticalContentAlignment="Center"
+                                                                FontSize="13"
+                                                                FormatString="F2"
+                                                                Increment="0.05"
+                                                                Maximum="2"
+                                                                Minimum="0"
+                                                                ShowButtonSpinner="False"
+                                                                Value="{Binding ModelWeight}" />
+                                                        </StackPanel>
+
+                                                        <!--  CLIP Weight  -->
+                                                        <StackPanel
+                                                            Grid.Column="2"
+                                                            Margin="0,0,12,0"
+                                                            Orientation="Horizontal"
+                                                            Spacing="6">
+                                                            <TextBlock
+                                                                VerticalAlignment="Center"
+                                                                FontSize="11"
+                                                                Opacity="0.7"
+                                                                Text="CLIP:" />
+                                                            <Slider
+                                                                Width="100"
+                                                                VerticalAlignment="Center"
+                                                                IsSnapToTickEnabled="True"
+                                                                Maximum="2"
+                                                                Minimum="0"
+                                                                TickFrequency="0.05"
+                                                                Value="{Binding ClipWeight}" />
+                                                            <NumericUpDown
+                                                                Width="65"
+                                                                MinHeight="0"
+                                                                Padding="6,4"
+                                                                VerticalAlignment="Center"
+                                                                VerticalContentAlignment="Center"
+                                                                FontSize="13"
+                                                                FormatString="F2"
+                                                                Increment="0.05"
+                                                                Maximum="2"
+                                                                Minimum="0"
+                                                                ShowButtonSpinner="False"
+                                                                Value="{Binding ClipWeight}" />
+                                                        </StackPanel>
+
+                                                        <!--  Remove Button  -->
+                                                        <Button
+                                                            Grid.Column="3"
+                                                            Padding="6"
+                                                            Background="Transparent"
+                                                            Command="{Binding $parent[ItemsControl].((vm:BananaVisionPageViewModel)DataContext).RemoveLoraCommand}"
+                                                            CommandParameter="{Binding}"
+                                                            ToolTip.Tip="Remove LoRA">
+                                                            <avalonia:Icon
+                                                                FontSize="12"
+                                                                Foreground="#FF6B6B"
+                                                                Value="fa-solid fa-times" />
+                                                        </Button>
+                                                    </Grid>
+                                                </Border>
+                                            </DataTemplate>
+                                        </ItemsControl.ItemTemplate>
+                                    </ItemsControl>
+                                </StackPanel>
+                            </Border>
                         </Grid>
                     </Expander>
                 </Border>
@@ -1359,13 +1657,21 @@
                                                 IsVisible="{Binding !IsExpanded}"
                                                 Text="{Binding ThinkingPreview}" />
 
-                                            <!--  Expanded content  -->
+                                            <!--
+                                                Expanded content. HtmlPanel measures its own
+                                                width slightly aggressively, so we add a 12px
+                                                right padding inside the markdown body — this
+                                                ensures text always has a gutter between the
+                                                last glyph and the vertical scrollbar regardless
+                                                of how Avalonia's ScrollBar layout reserves
+                                                space.
+                                            -->
                                             <ScrollViewer
                                                 MaxHeight="300"
                                                 HorizontalScrollBarVisibility="Disabled"
                                                 IsVisible="{Binding IsExpanded}"
                                                 VerticalScrollBarVisibility="Auto">
-                                                <controls:MarkdownViewer CustomCss=".markdown-body { color: #B0B0C0; font-family: 'Segoe UI', sans-serif; font-size: 12px; line-height: 1.6; padding: 0; word-break: break-word; overflow-wrap: break-word; white-space: normal; } p { margin-top: 0; margin-bottom: 6px; } pre { background-color: #151525; padding: 8px; border-radius: 4px; overflow: auto; } code { background-color: #252535; padding: 2px 4px; border-radius: 3px; font-family: Consolas, monospace; }" Text="{Binding ThinkingContent}" />
+                                                <controls:MarkdownViewer CustomCss=".markdown-body { color: #B0B0C0; font-family: 'Segoe UI', sans-serif; font-size: 12px; line-height: 1.6; padding: 0 12px 0 0; word-wrap: break-word; overflow-wrap: break-word; white-space: normal; } p { margin-top: 0; margin-bottom: 6px; } pre { background-color: #151525; padding: 8px; border-radius: 4px; overflow: auto; } code { background-color: #252535; padding: 2px 4px; border-radius: 3px; font-family: Consolas, monospace; }" Text="{Binding ThinkingContent}" />
                                             </ScrollViewer>
 
                                             <!--  Timestamp  -->
diff --git a/StabilityMatrix.Avalonia/Views/Settings/MainSettingsPage.axaml b/StabilityMatrix.Avalonia/Views/Settings/MainSettingsPage.axaml
index 18d191a4f..85bc0aae0 100644
--- a/StabilityMatrix.Avalonia/Views/Settings/MainSettingsPage.axaml
+++ b/StabilityMatrix.Avalonia/Views/Settings/MainSettingsPage.axaml
@@ -348,7 +348,7 @@
             </sg:SpacedGrid>
 
             <!--  Theme  -->
-            <Grid RowDefinitions="Auto,*,*,*,*,*">
+            <Grid RowDefinitions="Auto,*,*,*,*,*,*">
                 <TextBlock
                     Margin="0,0,0,8"
                     FontWeight="Medium"
@@ -422,9 +422,26 @@
                     </ui:SettingsExpander.Footer>
                 </ui:SettingsExpander>
 
+                <!--  Scrollbar appearance toggle  -->
                 <ui:SettingsExpander
                     Grid.Row="5"
                     Margin="8,0,8,4"
+                    Description="{x:Static lang:Resources.Label_AlwaysShowScrollbars_Details}"
+                    Header="{x:Static lang:Resources.Label_AlwaysShowScrollbars}">
+                    <ui:SettingsExpander.IconSource>
+                        <fluentIcons:SymbolIconSource
+                            FontSize="10"
+                            IconVariant="Filled"
+                            Symbol="LineHorizontal3" />
+                    </ui:SettingsExpander.IconSource>
+                    <ui:SettingsExpander.Footer>
+                        <ToggleSwitch IsChecked="{Binding ScrollBarsAlwaysVisible}" />
+                    </ui:SettingsExpander.Footer>
+                </ui:SettingsExpander>
+
+                <ui:SettingsExpander
+                    Grid.Row="6"
+                    Margin="8,0,8,4"
                     ActionIconSource="ChevronRight"
                     Command="{Binding NavigateToSubPageCommand}"
                     CommandParameter="{x:Type vmSettings:InferenceSettingsViewModel}"
diff --git a/StabilityMatrix.Core/Helper/RemoteModels.cs b/StabilityMatrix.Core/Helper/RemoteModels.cs
index f2e785419..4fd3298ac 100644
--- a/StabilityMatrix.Core/Helper/RemoteModels.cs
+++ b/StabilityMatrix.Core/Helper/RemoteModels.cs
@@ -476,11 +476,11 @@ private static RemoteResource ControlNetCommon(string path, string sha256)
     /// </summary>
     public static IReadOnlyList<RemoteResource> QwenImageEditModels { get; } =
         [
-            // Qwen Image Edit UNET model (fp8 quantized)
+            // Qwen Image Edit UNET model (fp8 quantized, 2511 build)
             new()
             {
                 Url = new Uri(
-                    "https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI/resolve/main/split_files/diffusion_models/qwen_image_edit_2509_fp8_e4m3fn.safetensors"
+                    "https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI/resolve/main/split_files/diffusion_models/qwen_image_edit_2511_fp8mixed.safetensors"
                 ),
                 InfoUrl = new Uri("https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI"),
                 Author = "Alibaba Qwen",
@@ -512,4 +512,54 @@ private static RemoteResource ControlNetCommon(string path, string sha256)
         ];
 
     #endregion
+
+    #region Flux.2 Klein Models
+
+    /// <summary>
+    /// All required models for Flux.2 Klein 4B image editing.
+    /// Klein 4B is Apache 2.0 licensed (commercial use free). Klein 9B users can manually
+    /// download the 9B UNET + qwen_3_8b text encoder into the same folders — the model
+    /// manager substring-matches loosely enough to pick up either variant.
+    /// </summary>
+    public static IReadOnlyList<RemoteResource> Flux2KleinModels { get; } =
+        [
+            // Flux.2 Klein 4B UNET (distilled, ~7.75 GB, Apache 2.0)
+            new()
+            {
+                Url = new Uri(
+                    "https://huggingface.co/Comfy-Org/flux2-klein-4B/resolve/main/split_files/diffusion_models/flux-2-klein-4b.safetensors"
+                ),
+                InfoUrl = new Uri("https://huggingface.co/Comfy-Org/flux2-klein-4B"),
+                Author = "Black Forest Labs",
+                LicenseType = "Apache 2.0",
+                LicenseUrl = new Uri(
+                    "https://huggingface.co/black-forest-labs/FLUX.2-klein-4B/blob/main/LICENSE.md"
+                ),
+                ContextType = SharedFolderType.DiffusionModels,
+            },
+            // Flux.2 VAE (~336 MB, shared between all Flux.2 variants)
+            new()
+            {
+                Url = new Uri(
+                    "https://huggingface.co/Comfy-Org/flux2-klein-4B/resolve/main/split_files/vae/flux2-vae.safetensors"
+                ),
+                InfoUrl = new Uri("https://huggingface.co/Comfy-Org/flux2-klein-4B"),
+                Author = "Black Forest Labs",
+                LicenseType = "Apache 2.0",
+                ContextType = SharedFolderType.VAE,
+            },
+            // Qwen3 4B text encoder (~8 GB, paired with Klein 4B)
+            new()
+            {
+                Url = new Uri(
+                    "https://huggingface.co/Comfy-Org/flux2-klein-4B/resolve/main/split_files/text_encoders/qwen_3_4b.safetensors"
+                ),
+                InfoUrl = new Uri("https://huggingface.co/Comfy-Org/flux2-klein-4B"),
+                Author = "Alibaba Qwen",
+                LicenseType = "Apache 2.0",
+                ContextType = SharedFolderType.TextEncoders,
+            },
+        ];
+
+    #endregion
 }
diff --git a/StabilityMatrix.Core/Models/Api/Comfy/Nodes/ComfyNodeBuilder.cs b/StabilityMatrix.Core/Models/Api/Comfy/Nodes/ComfyNodeBuilder.cs
index ec9da4e46..317c23250 100644
--- a/StabilityMatrix.Core/Models/Api/Comfy/Nodes/ComfyNodeBuilder.cs
+++ b/StabilityMatrix.Core/Models/Api/Comfy/Nodes/ComfyNodeBuilder.cs
@@ -544,6 +544,39 @@ public record FluxKontextImageScale : ComfyTypedNodeBase<ImageNodeConnection>
         public required ImageNodeConnection Image { get; init; }
     }
 
+    /// <summary>
+    /// Scales an image to approximately N megapixels total, preserving aspect ratio.
+    /// Used by Flux.2 Klein image-edit workflows to normalize reference image size.
+    /// </summary>
+    public record ImageScaleToTotalPixels : ComfyTypedNodeBase<ImageNodeConnection>
+    {
+        public required ImageNodeConnection Image { get; init; }
+
+        /// <summary>
+        /// Upscale method: "nearest-exact", "bilinear", "area", "bicubic", "lanczos"
+        /// </summary>
+        public required string UpscaleMethod { get; init; }
+
+        [Range(0.01d, 16.0d)]
+        public double Megapixels { get; init; } = 1.0;
+
+        /// <summary>
+        /// Resolution snap-to-multiple step (1 = no snapping, 8/16/64 round to multiples).
+        /// Required by current ComfyUI builds; default 1 = behave as if pre-step versions.
+        /// </summary>
+        [Range(1, 256)]
+        public int ResolutionSteps { get; init; } = 1;
+    }
+
+    /// <summary>
+    /// Zeroes out a conditioning, effectively producing an empty negative prompt.
+    /// Used by workflows that want CFG=1 with no negative guidance (e.g. Flux.2 Klein).
+    /// </summary>
+    public record ConditioningZeroOut : ComfyTypedNodeBase<ConditioningNodeConnection>
+    {
+        public required ConditioningNodeConnection Conditioning { get; init; }
+    }
+
     public record BasicGuider : ComfyTypedNodeBase<GuiderNodeConnection>
     {
         public required ModelNodeConnection Model { get; init; }
diff --git a/StabilityMatrix.Core/Models/Api/Gemini/GeminiGenerateContentRequest.cs b/StabilityMatrix.Core/Models/Api/Gemini/GeminiGenerateContentRequest.cs
index 505ddc86d..d593705ba 100644
--- a/StabilityMatrix.Core/Models/Api/Gemini/GeminiGenerateContentRequest.cs
+++ b/StabilityMatrix.Core/Models/Api/Gemini/GeminiGenerateContentRequest.cs
@@ -93,17 +93,26 @@ public record GeminiImageConfig
 }
 
 /// <summary>
-/// Configuration for thinking/reasoning output (Gemini 3 Pro)
+/// Configuration for thinking/reasoning output (Gemini 3 family)
 /// </summary>
 public record GeminiThinkingConfig
 {
     /// <summary>
-    /// The thinking budget in tokens. Set to 0 to disable thinking.
-    /// Recommended values: 1024-8192 for complex tasks.
+    /// The thinking budget in tokens (Gemini 3 Pro Image). Set to 0 to disable thinking.
+    /// Recommended values: 1024-8192 for complex tasks. Mutually exclusive with
+    /// <see cref="ThinkingLevel"/> — newer models (e.g. Gemini 3.1 Flash Image) use
+    /// <see cref="ThinkingLevel"/> instead.
     /// </summary>
     [JsonPropertyName("thinkingBudget")]
     public int? ThinkingBudget { get; init; }
 
+    /// <summary>
+    /// The thinking level (Gemini 3.1 Flash Image and later). Accepted values: "minimal", "high".
+    /// Mutually exclusive with <see cref="ThinkingBudget"/>.
+    /// </summary>
+    [JsonPropertyName("thinkingLevel")]
+    public string? ThinkingLevel { get; init; }
+
     /// <summary>
     /// Whether to include thinking content in the response
     /// </summary>
diff --git a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
index 741ed53f5..156d6c892 100644
--- a/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
+++ b/StabilityMatrix.Core/Models/Packages/ComfyUI.cs
@@ -192,6 +192,30 @@ IPipWheelService pipWheelService
                     TargetRelativePaths = ["models/diffusion_models"],
                     ConfigDocumentPaths = ["diffusion_models"],
                 },
+                new SharedFolderLayoutRule // Style Models (e.g. Flux Redux, B-Lora)
+                {
+                    SourceTypes = [SharedFolderType.StyleModels],
+                    TargetRelativePaths = ["models/style_models"],
+                    ConfigDocumentPaths = ["style_models"],
+                },
+                new SharedFolderLayoutRule // Audio Encoders
+                {
+                    SourceTypes = [SharedFolderType.AudioEncoders],
+                    TargetRelativePaths = ["models/audio_encoders"],
+                    ConfigDocumentPaths = ["audio_encoders"],
+                },
+                new SharedFolderLayoutRule // Model Patches
+                {
+                    SourceTypes = [SharedFolderType.ModelPatches],
+                    TargetRelativePaths = ["models/model_patches"],
+                    ConfigDocumentPaths = ["model_patches"],
+                },
+                new SharedFolderLayoutRule // Background Removal (e.g. BiRefNet)
+                {
+                    SourceTypes = [SharedFolderType.BackgroundRemoval],
+                    TargetRelativePaths = ["models/background_removal"],
+                    ConfigDocumentPaths = ["background_removal"],
+                },
             ],
         };
 
diff --git a/StabilityMatrix.Core/Models/Settings/Settings.cs b/StabilityMatrix.Core/Models/Settings/Settings.cs
index 35fd76cd6..dd0f25ccb 100644
--- a/StabilityMatrix.Core/Models/Settings/Settings.cs
+++ b/StabilityMatrix.Core/Models/Settings/Settings.cs
@@ -121,6 +121,14 @@ public InstalledPackage? PreferredWorkflowPackage
 
     public bool IsDiscordRichPresenceEnabled { get; set; }
 
+    /// <summary>
+    /// When true, vertical scrollbars stay permanently visible at their expanded
+    /// (thicker) thickness instead of fading to a thin auto-hiding bar. Default
+    /// matches the app's preferred behavior; users can toggle back to Avalonia's
+    /// auto-hide default via the Appearance settings.
+    /// </summary>
+    public bool ScrollBarsAlwaysVisible { get; set; } = true;
+
     public HashSet<string> DisabledBaseModelTypes { get; set; } = [];
 
     public HashSet<string> SavedInferenceDimensions { get; set; } =
diff --git a/StabilityMatrix.Core/Models/SharedFolderType.cs b/StabilityMatrix.Core/Models/SharedFolderType.cs
index 4978ad3f7..9b42a81f2 100644
--- a/StabilityMatrix.Core/Models/SharedFolderType.cs
+++ b/StabilityMatrix.Core/Models/SharedFolderType.cs
@@ -46,4 +46,16 @@ public enum SharedFolderType : ulong
 
     [Extensions.Description("Diffusion Models (UNet-only)")]
     DiffusionModels = 1ul << 31,
+
+    [Extensions.Description("Style Models")]
+    StyleModels = 1ul << 32,
+
+    [Extensions.Description("Audio Encoders")]
+    AudioEncoders = 1ul << 33,
+
+    [Extensions.Description("Model Patches")]
+    ModelPatches = 1ul << 34,
+
+    [Extensions.Description("Background Removal")]
+    BackgroundRemoval = 1ul << 35,
 }
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/BananaVisionProviderIds.cs b/StabilityMatrix.Core/Services/ImageGeneration/BananaVisionProviderIds.cs
index 0cb36aa8b..c58441848 100644
--- a/StabilityMatrix.Core/Services/ImageGeneration/BananaVisionProviderIds.cs
+++ b/StabilityMatrix.Core/Services/ImageGeneration/BananaVisionProviderIds.cs
@@ -11,6 +11,11 @@ public static class BananaVisionProviderIds
     /// </summary>
     public const string Gemini25Flash = "gemini-2.5-flash";
 
+    /// <summary>
+    /// Gemini 3.1 Flash image generation provider (Nano Banana 2) with thinking support
+    /// </summary>
+    public const string Gemini31Flash = "gemini-3.1-flash";
+
     /// <summary>
     /// Gemini 3 Pro image generation provider with thinking support
     /// </summary>
@@ -26,10 +31,16 @@ public static class BananaVisionProviderIds
     /// </summary>
     public const string QwenImageEdit = "qwen-image-edit";
 
+    /// <summary>
+    /// Flux.2 Klein local image generation provider (requires ComfyUI)
+    /// </summary>
+    public const string Flux2Klein = "flux2-klein";
+
     /// <summary>
     /// Check if a provider ID is a local provider that requires ComfyUI backend
     /// </summary>
-    public static bool IsLocalProvider(string? providerId) => providerId is FluxKontext or QwenImageEdit;
+    public static bool IsLocalProvider(string? providerId) =>
+        providerId is FluxKontext or QwenImageEdit or Flux2Klein;
 
     /// <summary>
     /// Check if a provider ID is a cloud/API provider (Gemini)
@@ -39,5 +50,5 @@ public static class BananaVisionProviderIds
     /// <summary>
     /// Check if a provider ID supports thinking/reasoning output
     /// </summary>
-    public static bool SupportsThinking(string? providerId) => providerId == Gemini3Pro;
+    public static bool SupportsThinking(string? providerId) => providerId is Gemini3Pro or Gemini31Flash;
 }
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/Gemini31FlashImageGenerationProvider.cs b/StabilityMatrix.Core/Services/ImageGeneration/Gemini31FlashImageGenerationProvider.cs
new file mode 100644
index 000000000..6388d241c
--- /dev/null
+++ b/StabilityMatrix.Core/Services/ImageGeneration/Gemini31FlashImageGenerationProvider.cs
@@ -0,0 +1,67 @@
+using Microsoft.Extensions.Logging;
+using StabilityMatrix.Core.Api;
+using StabilityMatrix.Core.Models.Api.Gemini;
+
+namespace StabilityMatrix.Core.Services.ImageGeneration;
+
+/// <summary>
+/// Image generation provider for Google Gemini 3.1 Flash (Nano Banana 2)
+/// with thinking/reasoning support. Uses the newer thinking_level string config
+/// instead of the integer thinking_budget used by Gemini 3 Pro.
+/// </summary>
+public class Gemini31FlashImageGenerationProvider(
+    ILogger<Gemini31FlashImageGenerationProvider> logger,
+    IGeminiApi geminiApi,
+    ISecretsManager secretsManager
+) : GeminiBaseImageGenerationProvider(logger, geminiApi, secretsManager)
+{
+    private const string DefaultThinkingLevel = "high";
+
+    public override string ProviderId => BananaVisionProviderIds.Gemini31Flash;
+    public override string ProviderName => "Gemini 3.1 Flash (Nano Banana 2)";
+    public override string DefaultModel => "gemini-3.1-flash-image-preview";
+    public override bool RequiresThoughtSignatures => true;
+
+    protected override GeminiGenerateContentRequest BuildGeminiRequest(ImageGenerationRequest request)
+    {
+        var geminiRequest = base.BuildGeminiRequest(request);
+
+        var enableThinking =
+            request.ProviderOptions?.TryGetValue("enableThinking", out var thinkingValue) == true
+            && thinkingValue is true or "true";
+
+        var thinkingLevel =
+            request.ProviderOptions?.TryGetValue("thinkingLevel", out var levelValue) == true
+            && levelValue is string level
+            && !string.IsNullOrWhiteSpace(level)
+                ? level
+                : DefaultThinkingLevel;
+
+        Logger.LogInformation(
+            "Gemini 3.1 Flash Config - Thinking: {Thinking}, Level: {Level}",
+            enableThinking,
+            enableThinking ? thinkingLevel : "minimal"
+        );
+
+        // Only attach a thinkingConfig when the user explicitly enabled thinking.
+        // Omitting it lets Gemini 3.1 Flash use its server-side default ("minimal").
+        if (enableThinking)
+        {
+            var existingConfig = geminiRequest.GenerationConfig ?? new GeminiGenerationConfig();
+
+            geminiRequest = geminiRequest with
+            {
+                GenerationConfig = existingConfig with
+                {
+                    ThinkingConfig = new GeminiThinkingConfig
+                    {
+                        ThinkingLevel = thinkingLevel,
+                        IncludeThoughts = true,
+                    },
+                },
+            };
+        }
+
+        return geminiRequest;
+    }
+}
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/Gemini3ProImageGenerationProvider.cs b/StabilityMatrix.Core/Services/ImageGeneration/Gemini3ProImageGenerationProvider.cs
index 90605bc6e..a90ebddb6 100644
--- a/StabilityMatrix.Core/Services/ImageGeneration/Gemini3ProImageGenerationProvider.cs
+++ b/StabilityMatrix.Core/Services/ImageGeneration/Gemini3ProImageGenerationProvider.cs
@@ -63,123 +63,4 @@ protected override GeminiGenerateContentRequest BuildGeminiRequest(ImageGenerati
 
         return geminiRequest;
     }
-
-    protected override ImageGenerationResponse ParseGeminiResponse(GeminiGenerateContentResponse response)
-    {
-        if (response.Candidates == null || response.Candidates.Count == 0)
-        {
-            var blockReason = response.PromptFeedback?.BlockReason;
-            return new ImageGenerationResponse
-            {
-                IsSuccess = false,
-                ErrorMessage = string.IsNullOrEmpty(blockReason)
-                    ? "No candidates returned from Gemini"
-                    : $"Request blocked: {blockReason}",
-            };
-        }
-
-        var candidate = response.Candidates[0];
-        var images = new List<GeneratedImage>();
-        string? textResponse = null;
-        string? thinkingContent = null;
-        string? lastThoughtSignature = null;
-
-        if (candidate.Content?.Parts != null)
-        {
-            var parts = candidate.Content.Parts;
-
-            // Find the index of the last part that has any text content (thinking or regular)
-            // Images after this index are considered "final" outputs
-            // Images before this are considered intermediate/draft images from the thinking process
-            var lastTextPartIndex = -1;
-            for (var i = 0; i < parts.Count; i++)
-            {
-                var part = parts[i];
-                // Count any part with non-empty text (including thinking parts)
-                // Image parts often have Text = "" which we ignore
-                if (!string.IsNullOrEmpty(part.Text))
-                {
-                    lastTextPartIndex = i;
-                }
-            }
-
-            Logger.LogDebug(
-                "Gemini 3 Pro response has {PartCount} parts, last text part at index {LastTextIndex}",
-                parts.Count,
-                lastTextPartIndex
-            );
-
-            for (var i = 0; i < parts.Count; i++)
-            {
-                var part = parts[i];
-
-                // Capture thought signature from any part that has one
-                if (!string.IsNullOrEmpty(part.ThoughtSignature))
-                {
-                    lastThoughtSignature = part.ThoughtSignature;
-                }
-
-                // Check for thinking content
-                if (part is { Thought: true, Text: not null })
-                {
-                    thinkingContent = string.IsNullOrEmpty(thinkingContent)
-                        ? part.Text
-                        : thinkingContent + "\n\n" + part.Text;
-                    continue;
-                }
-
-                if (!string.IsNullOrEmpty(part.Text))
-                {
-                    textResponse = part.Text;
-                }
-
-                if (part.InlineData != null)
-                {
-                    // Only include images that appear at or after the last text part
-                    // This filters out intermediate "thinking" images that appear between text parts
-                    if (i >= lastTextPartIndex)
-                    {
-                        images.Add(
-                            new GeneratedImage
-                            {
-                                Base64Data = part.InlineData.Data,
-                                MimeType = part.InlineData.MimeType,
-                                ThoughtSignature = part.ThoughtSignature,
-                            }
-                        );
-                    }
-                    else
-                    {
-                        Logger.LogDebug(
-                            "Skipping intermediate image at index {Index} (before last text at {LastTextIndex})",
-                            i,
-                            lastTextPartIndex
-                        );
-                    }
-                }
-            }
-        }
-
-        var responseThoughtSignature = images.FirstOrDefault()?.ThoughtSignature ?? lastThoughtSignature;
-
-        Logger.LogInformation(
-            "Gemini 3 Pro parsed response: {ImageCount} final image(s), has thinking: {HasThinking}",
-            images.Count,
-            !string.IsNullOrEmpty(thinkingContent)
-        );
-
-        return new ImageGenerationResponse
-        {
-            IsSuccess = true,
-            Images = images.Count > 0 ? images : null,
-            TextResponse = textResponse,
-            ThinkingContent = thinkingContent,
-            ThoughtSignature = responseThoughtSignature,
-            Metadata = new Dictionary<string, object>
-            {
-                ["finishReason"] = candidate.FinishReason ?? "unknown",
-                ["hasThinking"] = !string.IsNullOrEmpty(thinkingContent),
-            },
-        };
-    }
 }
diff --git a/StabilityMatrix.Core/Services/ImageGeneration/GeminiBaseImageGenerationProvider.cs b/StabilityMatrix.Core/Services/ImageGeneration/GeminiBaseImageGenerationProvider.cs
index 2fec86667..4e75091f4 100644
--- a/StabilityMatrix.Core/Services/ImageGeneration/GeminiBaseImageGenerationProvider.cs
+++ b/StabilityMatrix.Core/Services/ImageGeneration/GeminiBaseImageGenerationProvider.cs
@@ -72,12 +72,18 @@ public async Task<ImageGenerationResponse> GenerateAsync(
         {
             logger.LogError(apiEx, "Gemini API error: {StatusCode}", apiEx.StatusCode);
 
+            const string keyRestrictionHint =
+                " Note: as of June 19 2026, Google blocks unrestricted Gemini API keys. "
+                + "If your key was created earlier, you may need to add API restrictions to it at "
+                + "https://aistudio.google.com/apikey.";
+
             var errorMessage = apiEx.StatusCode switch
             {
                 System.Net.HttpStatusCode.Unauthorized =>
-                    "Invalid API key. Please check your Gemini API key in Settings.",
+                    "Invalid API key. Please check your Gemini API key in Settings." + keyRestrictionHint,
                 System.Net.HttpStatusCode.Forbidden =>
-                    "Access forbidden. Your API key may not have the required permissions.",
+                    "Access forbidden. Your API key may not have the required permissions."
+                        + keyRestrictionHint,
                 System.Net.HttpStatusCode.BadRequest => $"Invalid request: {apiEx.Content}",
                 _ => $"API error ({apiEx.StatusCode}): {apiEx.Message}",
             };
@@ -211,15 +217,31 @@ protected virtual ImageGenerationResponse ParseGeminiResponse(GeminiGenerateCont
 
         if (candidate.Content?.Parts != null)
         {
-            foreach (var part in candidate.Content.Parts)
+            var parts = candidate.Content.Parts;
+
+            // For thinking models, images that appear between text parts are intermediate
+            // "draft" outputs from the reasoning process — only images at or after the last
+            // text part are the final result. For non-thinking models this is a no-op
+            // (a typical single-text + single-image response has lastTextPartIndex = 0
+            // and the trailing image is correctly kept).
+            var lastTextPartIndex = -1;
+            for (var i = 0; i < parts.Count; i++)
+            {
+                if (!string.IsNullOrEmpty(parts[i].Text))
+                {
+                    lastTextPartIndex = i;
+                }
+            }
+
+            for (var i = 0; i < parts.Count; i++)
             {
-                // Capture thought signature from any part that has one
+                var part = parts[i];
+
                 if (!string.IsNullOrEmpty(part.ThoughtSignature))
                 {
                     lastThoughtSignature = part.ThoughtSignature;
                 }
 
-                // Check for thinking content (Gemini 3 Pro)
                 if (part is { Thought: true, Text: not null })
                 {
                     thinkingContent = string.IsNullOrEmpty(thinkingContent)
@@ -228,12 +250,12 @@ protected virtual ImageGenerationResponse ParseGeminiResponse(GeminiGenerateCont
                     continue;
                 }
 
-                if (part.Text != null)
+                if (!string.IsNullOrEmpty(part.Text))
                 {
                     textResponse = part.Text;
                 }
 
-                if (part.InlineData != null)
+                if (part.InlineData != null && i >= lastTextPartIndex)
                 {
                     images.Add(
                         new GeneratedImage

From fbf3b8b870f045c6b6020b35f9f021fe2fc737ef Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 27 May 2026 00:25:55 -0700
Subject: [PATCH 204/218] Remove token & add FirstLaunchSetupWindow.axaml combo
 box fix

---
 StabilityMatrix.Avalonia/App.axaml.cs                     | 6 +++---
 .../Views/FirstLaunchSetupWindow.axaml                    | 8 ++++----
 2 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/StabilityMatrix.Avalonia/App.axaml.cs b/StabilityMatrix.Avalonia/App.axaml.cs
index 439d766b6..0b3d14f8f 100644
--- a/StabilityMatrix.Avalonia/App.axaml.cs
+++ b/StabilityMatrix.Avalonia/App.axaml.cs
@@ -533,9 +533,9 @@ internal static IServiceCollection ConfigureServices(bool disableMessagePipeInte
             // if (string.IsNullOrWhiteSpace(githubApiKey))
             //     return client;
             //
-            client.Credentials = new Credentials(
-                "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"
-            );
+            // client.Credentials = new Credentials(
+            //     ""
+            // );
             return client;
         });
 
diff --git a/StabilityMatrix.Avalonia/Views/FirstLaunchSetupWindow.axaml b/StabilityMatrix.Avalonia/Views/FirstLaunchSetupWindow.axaml
index 1ef2f3b70..0c916dc22 100644
--- a/StabilityMatrix.Avalonia/Views/FirstLaunchSetupWindow.axaml
+++ b/StabilityMatrix.Avalonia/Views/FirstLaunchSetupWindow.axaml
@@ -81,17 +81,17 @@
                         Content="Select a different default GPU"
                         FontSize="11" />
 
-                    <controls:BetterComboBox
+                    <ComboBox
                         HorizontalAlignment="Stretch"
                         IsVisible="{Binding SelectDifferentGpu}"
                         ItemsSource="{Binding GpuInfoCollection}"
                         SelectedItem="{Binding SelectedGpu}">
-                        <controls:BetterComboBox.ItemTemplate>
+                        <ComboBox.ItemTemplate>
                             <DataTemplate DataType="hardwareInfo:GpuInfo">
                                 <TextBlock Text="{Binding Name}" />
                             </DataTemplate>
-                        </controls:BetterComboBox.ItemTemplate>
-                    </controls:BetterComboBox>
+                        </ComboBox.ItemTemplate>
+                    </ComboBox>
 
                     <TextBlock
                         Margin="8,4"

From 8c311caadf6fecadf8b13d3152e97e4a5ac40590 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 27 May 2026 18:56:50 -0700
Subject: [PATCH 205/218] Apply Gemini review: dispose Klein CTS; refresh
 InvokeAI preview URL

- Flux2KleinProvider: the 5s CancellationTokenSource created per
  cancellation-callback was never disposed (it carries an internal
  timer). Chain a Dispose() onto the fire-and-forget interrupt task so
  the CTS cleans up after the request settles.
- InvokeAI: their docs site reorganized and `docs-old/assets/canvas_preview.png`
  is gone, breaking the package-card preview image. Point at the
  current asset path under `docs/src/content/docs/assets/`.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 StabilityMatrix.Avalonia/Services/Flux2KleinProvider.cs | 6 +++++-
 StabilityMatrix.Core/Models/Packages/InvokeAI.cs        | 2 +-
 2 files changed, 6 insertions(+), 2 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Services/Flux2KleinProvider.cs b/StabilityMatrix.Avalonia/Services/Flux2KleinProvider.cs
index c97bf6683..8dabd48f5 100644
--- a/StabilityMatrix.Avalonia/Services/Flux2KleinProvider.cs
+++ b/StabilityMatrix.Avalonia/Services/Flux2KleinProvider.cs
@@ -214,8 +214,12 @@ void OnRunningNodeChanged(object? sender, string? node)
                     "Cancellation requested, interrupting ComfyUI prompt {PromptId}",
                     task.Id
                 );
+                // CTS holds an internal timer that needs disposing; chain dispose onto
+                // the fire-and-forget interrupt so it cleans up once the request settles.
+                var interruptCts = new CancellationTokenSource(5000);
                 clientManager
-                    .Client.InterruptPromptAsync(new CancellationTokenSource(5000).Token)
+                    .Client.InterruptPromptAsync(interruptCts.Token)
+                    .ContinueWith(_ => interruptCts.Dispose(), TaskScheduler.Default)
                     .SafeFireAndForget();
             });
 
diff --git a/StabilityMatrix.Core/Models/Packages/InvokeAI.cs b/StabilityMatrix.Core/Models/Packages/InvokeAI.cs
index a16961717..7844715be 100644
--- a/StabilityMatrix.Core/Models/Packages/InvokeAI.cs
+++ b/StabilityMatrix.Core/Models/Packages/InvokeAI.cs
@@ -53,7 +53,7 @@ IPipWheelService pipWheelService
 
     public override Uri PreviewImageUri =>
         new(
-            "https://raw.githubusercontent.com/invoke-ai/InvokeAI/refs/heads/main/docs-old/assets/canvas_preview.png"
+            "https://raw.githubusercontent.com/invoke-ai/InvokeAI/refs/heads/main/docs/src/content/docs/assets/invoke-web-server-1.png"
         );
 
     public override IEnumerable<SharedFolderMethod> AvailableSharedFolderMethods =>

From f9d588ee2575df00c11409801384df6db998eb2e Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Wed, 27 May 2026 18:58:41 -0700
Subject: [PATCH 206/218] Dispose CTS in FluxKontext + Qwen interrupt callbacks
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Apply the same fix from the previous Klein commit to the two providers
Klein was cloned from. Their cancellation callbacks were spinning up a
5s timer-backed CancellationTokenSource and fire-and-forgetting it
without disposing — chain a .ContinueWith(Dispose) onto the interrupt
task so the timer cleans up after the request settles.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 StabilityMatrix.Avalonia/Services/FluxKontextProvider.cs   | 6 +++++-
 StabilityMatrix.Avalonia/Services/QwenImageEditProvider.cs | 6 +++++-
 2 files changed, 10 insertions(+), 2 deletions(-)

diff --git a/StabilityMatrix.Avalonia/Services/FluxKontextProvider.cs b/StabilityMatrix.Avalonia/Services/FluxKontextProvider.cs
index 6f479938e..00aaf3672 100644
--- a/StabilityMatrix.Avalonia/Services/FluxKontextProvider.cs
+++ b/StabilityMatrix.Avalonia/Services/FluxKontextProvider.cs
@@ -183,8 +183,12 @@ void OnRunningNodeChanged(object? sender, string? node)
                     "Cancellation requested, interrupting ComfyUI prompt {PromptId}",
                     task.Id
                 );
+                // CTS holds an internal timer that needs disposing; chain dispose onto
+                // the fire-and-forget interrupt so it cleans up once the request settles.
+                var interruptCts = new CancellationTokenSource(5000);
                 clientManager
-                    .Client.InterruptPromptAsync(new CancellationTokenSource(5000).Token)
+                    .Client.InterruptPromptAsync(interruptCts.Token)
+                    .ContinueWith(_ => interruptCts.Dispose(), TaskScheduler.Default)
                     .SafeFireAndForget();
             });
 
diff --git a/StabilityMatrix.Avalonia/Services/QwenImageEditProvider.cs b/StabilityMatrix.Avalonia/Services/QwenImageEditProvider.cs
index 760276303..b23f32fc0 100644
--- a/StabilityMatrix.Avalonia/Services/QwenImageEditProvider.cs
+++ b/StabilityMatrix.Avalonia/Services/QwenImageEditProvider.cs
@@ -185,8 +185,12 @@ void OnRunningNodeChanged(object? sender, string? node)
                     "Cancellation requested, interrupting ComfyUI prompt {PromptId}",
                     task.Id
                 );
+                // CTS holds an internal timer that needs disposing; chain dispose onto
+                // the fire-and-forget interrupt so it cleans up once the request settles.
+                var interruptCts = new CancellationTokenSource(5000);
                 clientManager
-                    .Client.InterruptPromptAsync(new CancellationTokenSource(5000).Token)
+                    .Client.InterruptPromptAsync(interruptCts.Token)
+                    .ContinueWith(_ => interruptCts.Dispose(), TaskScheduler.Default)
                     .SafeFireAndForget();
             });
 

From e110e7feb440f0eb4ac00e45b527a5884d8bd706 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Thu, 28 May 2026 20:07:06 -0700
Subject: [PATCH 207/218] shoutout chagenlog

---
 CHANGELOG.md | 8 +++-----
 1 file changed, 3 insertions(+), 5 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index e0cd88a3d..104058d2a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -30,7 +30,6 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Upgraded the bundled Visual C++ redistributable from 2015–2019 (v16) to 2015–2022 (v17, build 14.40.33810+), required by modern native dependencies such as PyTorch and ONNX Runtime
 - The CivitAI model details page now collapses the preview-image area and shows a small "No preview images available" hint when a model has no images to display, letting the description card take the full vertical space instead of leaving a large empty region above it
 - Restructured the Image Lab provider settings panels (Flux Kontext, Qwen Image Edit, Flux.2 Klein) — every provider now shows the model dropdown on top and a bordered **LoRA card** below it spanning full width, with header + Add button + selected-LoRA list all inside one consistent card. Klein gets a second column with the Steps/CFG sliders to the right of its model dropdown. All three panels collapse to a single stacked column when the chat panel is narrow (< 720 px), driven by a pure-XAML `Classes.compact` width-binding via a new `WidthLessThanConverter`
-- Flux.2 Klein's image-edit workflow now derives the **output dimensions from the reference image** (scaled to ~1 MP, rounded to multiples of 16) instead of always rendering 1024×1024. The aspect-ratio dropdown only overrides this when **Use Custom Resolution** is explicitly enabled, so an edit on a 768×1280 portrait stays portrait by default
 - The Inference checkpoint dropdown no longer **resets its scroll position** every time the model list refreshes. The refresh now applies a single combined (local + remote) diff to the underlying source cache, rather than first resetting to local-only and then re-adding remote entries — which previously caused the open dropdown to scroll back to the top
 ### Fixed
 - Fixed Inference text encoder selections being cleared when navigating away from and back to the Inference tab — encoder slots now ignore the transient null the model dropdown reports while its list refreshes
@@ -47,12 +46,11 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Fixed "Invalid download link" error when using the browser extension
 - Fixed the Image Lab status banner **flickering** between "Click Connect" and the button+text variants every second while ComfyUI was starting up — the per-attempt retry loop was toggling `IsConnecting` on/off, which propagated through `CanUserConnect` to the button's visibility. The retry loop now holds `IsWaitingForConnection = true` for its entire duration so the banner stays parked on "🔄 Connecting to ComfyUI..."
 - Fixed Image Lab thinking/reasoning content (Gemini 3 Pro / Gemini 3.1 Flash) where the **last few characters of long lines were clipped** under the vertical scrollbar. The HTML body now reserves a 12 px right gutter via CSS padding so text always wraps before reaching the scrollbar zone
-- Fixed Flux.2 Klein 9B selections silently pairing with the wrong text encoder when only `qwen_3_4b` was installed — this previously surfaced as a deep cryptic tensor-shape error (`mat1 and mat2 shapes cannot be multiplied (512x7680 and 12288x4096)`) inside the sampler. The model manager now strict-matches the encoder size to the UNET variant (using both filename hints AND connected CivitAI metadata across `BaseModel`, `ModelName`, `VersionName`, `VersionDescription`, `TrainedWords`) and fails fast with a clear message pointing at the correct HuggingFace download if the matching encoder isn't installed
-- Fixed Flux.2 Klein output looking **"deep fried" / oversaturated** when run with base variants at CFG=5. The workflow was using `ConditioningZeroOut` for the negative conditioning (a literal zero vector), which made CFG sampling resolve to `pred = cfg × cond` — a guidance overshoot. Negative is now a separate `CLIPTextEncode("")` matching the official Comfy-Org Klein workflows, which produces a proper empty-string baseline that CFG math works against correctly
-- Fixed Flux.2 Klein workflow submissions failing with `400 Bad Request: required_input_missing - resolution_steps` against current ComfyUI — the `ImageScaleToTotalPixels` node binding now includes the `resolution_steps` input that newer ComfyUI builds require
-- Fixed Flux.2 Klein auto-detect defaulting to distilled settings (4 / 1) for 9B variants and fine-tunes. 9B distilled isn't publicly shipped, so any 9B install now defaults to base (20 / 5) unless explicitly tagged distilled; community uploads labeled "Base & Distilled" prefer base for 9B and distilled for 4B
 - Fixed ComfyUI workflow rejections in Image Lab being surfaced as just "400 Bad Request" with no detail — the provider now logs the full JSON `node_errors` payload returned by ComfyUI so the failing node and validation error are visible in the log and the user-facing error message
 - Fixed a phantom up/down arrow pair appearing next to the spin buttons on `NumberBox` / `NumericUpDown` controls (e.g. SamplerCard Width/Height) after the always-show scrollbar change went in — TextBox-derived controls have an internal vertical `ScrollBar` in their template that should stay hidden when content fits, and the global override was forcing it visible. A `TextBox ScrollBar:vertical` carve-out now keeps those on auto-hide regardless of the global setting
+### Supporters
+#### 🌟 Visionaries
+An enormous thank you to our incredible Visionaries: **Waterclouds**, **bluepopsicle**, **Ibixat**, **Droolguy**, **snotty**, **LG**, **whudunit**, **MrMxyzptlk12836**, **Psilocyfer18731**, **KalAbaddon**, and **moon_milky2843**! Your steadfast generosity is the foundation every feature and fix in this release is built on. Whether you've been with us for ages or joined just last release, we're endlessly grateful you're in our corner. Thank you for believing in what we're building. 💛
 
 ## v2.16.0-pre.1
 ### Added

From ce44388cae198d8e881ffe1f8283b75287993d6a Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 31 May 2026 21:47:06 -0700
Subject: [PATCH 208/218] Update bundled 7-Zip binaries to 26.01
 (CVE-2026-48095)

Replaces the bundled 7-Zip executables on all three platforms with the
official 26.01 release (2026-04-27) from the ip7z/7zip GitHub releases.

26.01 includes the fix for the NTFS heap buffer overflow CVE-2026-48095
(GitHub Security Lab GHSL-2026-140, CVSS 8.8) and brings years of
accumulated upstream security fixes. The Windows 7za.exe had been pinned
at the 2018-era 18.01 release; Linux/macOS were on ~23.01.

  - StabilityMatrix.Avalonia/Assets/win-x64/7za.exe   18.01 -> 26.01
  - StabilityMatrix.Avalonia/Assets/linux-x64/7zzs     ~23.01 -> 26.01
  - StabilityMatrix.Avalonia/Assets/macos-arm64/7zz    ~23.01 -> 26.01
  - StabilityMatrix/Assets/7za.exe (legacy WPF)        18.01 -> 26.01

License files updated to the 26.01 text. Binary architectures match the
originals exactly (Windows PE32+ x64, Linux static ELF x64, macOS
universal x86_64+arm64). The 7za command-line surface used by
ArchiveHelper (a/t/x/-o/-y/-bsp1) is unchanged, so this is a drop-in
replacement requiring no code changes; verified with an add/test/extract
round-trip.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 CHANGELOG.md                                  |   2 +
 .../Assets/linux-x64/7zzs                     | Bin 3656792 -> 3767416 bytes
 .../Assets/linux-x64/7zzs - LICENSE.txt       | 132 ++++++++++++-----
 .../Assets/macos-arm64/7zz                    | Bin 5648032 -> 6051584 bytes
 .../Assets/macos-arm64/7zz - LICENSE.txt      | 132 ++++++++++++-----
 .../Assets/win-x64/7za - LICENSE.txt          | 136 ++++++++++++++----
 .../Assets/win-x64/7za.exe                    | Bin 1118208 -> 1335296 bytes
 StabilityMatrix/Assets/7za - LICENSE.txt      | 136 ++++++++++++++----
 StabilityMatrix/Assets/7za.exe                | Bin 1118208 -> 1335296 bytes
 9 files changed, 406 insertions(+), 132 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 104058d2a..f2ce987dc 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -6,6 +6,8 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2.0.0.html).
 
 ## v2.16.0-pre.2
+### Security
+- Updated the bundled 7-Zip binaries (Windows, Linux, macOS) to **26.01**, which includes the fix for the NTFS heap buffer overflow CVE-2026-48095 ([GitHub Security Lab GHSL-2026-140](https://securitylab.github.com/advisories/GHSL-2026-140_7-Zip/), CVSS 8.8) and brings years of accumulated upstream security fixes — the Windows binary in particular had been pinned at the 2018 18.01 release
 ### Added
 - Added a **Source** button in the Inference SamplerCard that one-click matches your generation Width/Height to the loaded source image — available in Image-to-Image whenever a source image is selected
 - Added popularity counts to booru-style tag completions in the prompt editor; descriptions now show entries like `12.3K · artist` so the more common tags are easier to spot at a glance
diff --git a/StabilityMatrix.Avalonia/Assets/linux-x64/7zzs b/StabilityMatrix.Avalonia/Assets/linux-x64/7zzs
index c27d649d68cb4972e11cec7cd5414a246fdc9ab2..5246b857a694354af1ef1a3ed3cebb58b166db6c 100644
GIT binary patch
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diff --git a/StabilityMatrix.Avalonia/Assets/linux-x64/7zzs - LICENSE.txt b/StabilityMatrix.Avalonia/Assets/linux-x64/7zzs - LICENSE.txt
index 8650d994b..d3cd9b0d6 100644
--- a/StabilityMatrix.Avalonia/Assets/linux-x64/7zzs - LICENSE.txt	
+++ b/StabilityMatrix.Avalonia/Assets/linux-x64/7zzs - LICENSE.txt	
@@ -1,15 +1,16 @@
-  7-Zip
-  ~~~~~
+  7-Zip for Linux and macOS
+  ~~~~~~~~~~~~~~~~~~~~~~~~~
   License for use and distribution
   ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
-  7-Zip Copyright (C) 1999-2023 Igor Pavlov.
+  7-Zip Copyright (C) 1999-2026 Igor Pavlov.
 
   The licenses for 7zz and 7zzs files are:
 
          - The "GNU LGPL" as main license for most of the code
          - The "GNU LGPL" with "unRAR license restriction" for some code
          - The "BSD 3-clause License" for some code
+         - The "BSD 2-clause License" for some code
 
   Redistributions in binary form must reproduce related license information from this file.
 
@@ -18,8 +19,8 @@
     organization. You don't need to register or pay for 7-Zip.
 
 
-  GNU LGPL information
-  --------------------
+GNU LGPL information
+--------------------
 
     This library is free software; you can redistribute it and/or
     modify it under the terms of the GNU Lesser General Public
@@ -37,52 +38,107 @@
 
 
 
-  BSD 3-clause License
-  --------------------
+BSD 3-clause License in 7-Zip code
+----------------------------------
 
-    The "BSD 3-clause License" is used for the code in 7z.dll that implements LZFSE data decompression.
-    That code was derived from the code in the "LZFSE compression library" developed by Apple Inc,
-    that also uses the "BSD 3-clause License":
+  The "BSD 3-clause License" is used for the following code in 7z.dll
+    1) LZFSE data decompression.
+       That code was derived from the code in the "LZFSE compression library" developed by Apple Inc,
+       that also uses the "BSD 3-clause License".
+    2) ZSTD data decompression.
+       that code was developed using original zstd decoder code as reference code.
+       The original zstd decoder code was developed by Facebook Inc,
+       that also uses the "BSD 3-clause License".
 
-    ----
-    Copyright (c) 2015-2016, Apple Inc. All rights reserved.
+  Copyright (c) 2015-2016, Apple Inc. All rights reserved.
+  Copyright (c) Facebook, Inc. All rights reserved.
+  Copyright (c) 2023-2026 Igor Pavlov.
 
-    Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:
+Text of the "BSD 3-clause License"
+----------------------------------
 
-    1.  Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
 
-    2.  Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer
-        in the documentation and/or other materials provided with the distribution.
+1. Redistributions of source code must retain the above copyright notice, this
+   list of conditions and the following disclaimer.
 
-    3.  Neither the name of the copyright holder(s) nor the names of any contributors may be used to endorse or promote products derived
-        from this software without specific prior written permission.
+2. Redistributions in binary form must reproduce the above copyright notice,
+   this list of conditions and the following disclaimer in the documentation
+   and/or other materials provided with the distribution.
 
-    THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
-    LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE
-    COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
-    (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION)
-    HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
-    ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
-    ----
+3. Neither the name of the copyright holder nor the names of its contributors may
+   be used to endorse or promote products derived from this software without
+   specific prior written permission.
 
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
+---
 
 
-  unRAR license restriction
-  -------------------------
 
-    The decompression engine for RAR archives was developed using source
-    code of unRAR program.
-    All copyrights to original unRAR code are owned by Alexander Roshal.
 
-    The license for original unRAR code has the following restriction:
+BSD 2-clause License in 7-Zip code
+----------------------------------
 
-      The unRAR sources cannot be used to re-create the RAR compression algorithm,
-      which is proprietary. Distribution of modified unRAR sources in separate form
-      or as a part of other software is permitted, provided that it is clearly
-      stated in the documentation and source comments that the code may
-      not be used to develop a RAR (WinRAR) compatible archiver.
+  The "BSD 2-clause License" is used for the XXH64 code in 7-Zip.
 
+  XXH64 code in 7-Zip was derived from the original XXH64 code developed by Yann Collet.
 
-  --
-  Igor Pavlov
+  Copyright (c) 2012-2021 Yann Collet.
+  Copyright (c) 2023-2026 Igor Pavlov.
+
+Text of the "BSD 2-clause License"
+----------------------------------
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+1. Redistributions of source code must retain the above copyright notice, this
+   list of conditions and the following disclaimer.
+
+2. Redistributions in binary form must reproduce the above copyright notice,
+   this list of conditions and the following disclaimer in the documentation
+   and/or other materials provided with the distribution.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+---
+
+
+
+
+unRAR license restriction
+-------------------------
+
+The decompression engine for RAR archives was developed using source
+code of unRAR program.
+All copyrights to original unRAR code are owned by Alexander Roshal.
+
+The license for original unRAR code has the following restriction:
+
+  The unRAR sources cannot be used to re-create the RAR compression algorithm,
+  which is proprietary. Distribution of modified unRAR sources in separate form
+  or as a part of other software is permitted, provided that it is clearly
+  stated in the documentation and source comments that the code may
+  not be used to develop a RAR (WinRAR) compatible archiver.
+
+--
diff --git a/StabilityMatrix.Avalonia/Assets/macos-arm64/7zz b/StabilityMatrix.Avalonia/Assets/macos-arm64/7zz
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diff --git a/StabilityMatrix.Avalonia/Assets/macos-arm64/7zz - LICENSE.txt b/StabilityMatrix.Avalonia/Assets/macos-arm64/7zz - LICENSE.txt
index 8650d994b..d3cd9b0d6 100644
--- a/StabilityMatrix.Avalonia/Assets/macos-arm64/7zz - LICENSE.txt	
+++ b/StabilityMatrix.Avalonia/Assets/macos-arm64/7zz - LICENSE.txt	
@@ -1,15 +1,16 @@
-  7-Zip
-  ~~~~~
+  7-Zip for Linux and macOS
+  ~~~~~~~~~~~~~~~~~~~~~~~~~
   License for use and distribution
   ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
-  7-Zip Copyright (C) 1999-2023 Igor Pavlov.
+  7-Zip Copyright (C) 1999-2026 Igor Pavlov.
 
   The licenses for 7zz and 7zzs files are:
 
          - The "GNU LGPL" as main license for most of the code
          - The "GNU LGPL" with "unRAR license restriction" for some code
          - The "BSD 3-clause License" for some code
+         - The "BSD 2-clause License" for some code
 
   Redistributions in binary form must reproduce related license information from this file.
 
@@ -18,8 +19,8 @@
     organization. You don't need to register or pay for 7-Zip.
 
 
-  GNU LGPL information
-  --------------------
+GNU LGPL information
+--------------------
 
     This library is free software; you can redistribute it and/or
     modify it under the terms of the GNU Lesser General Public
@@ -37,52 +38,107 @@
 
 
 
-  BSD 3-clause License
-  --------------------
+BSD 3-clause License in 7-Zip code
+----------------------------------
 
-    The "BSD 3-clause License" is used for the code in 7z.dll that implements LZFSE data decompression.
-    That code was derived from the code in the "LZFSE compression library" developed by Apple Inc,
-    that also uses the "BSD 3-clause License":
+  The "BSD 3-clause License" is used for the following code in 7z.dll
+    1) LZFSE data decompression.
+       That code was derived from the code in the "LZFSE compression library" developed by Apple Inc,
+       that also uses the "BSD 3-clause License".
+    2) ZSTD data decompression.
+       that code was developed using original zstd decoder code as reference code.
+       The original zstd decoder code was developed by Facebook Inc,
+       that also uses the "BSD 3-clause License".
 
-    ----
-    Copyright (c) 2015-2016, Apple Inc. All rights reserved.
+  Copyright (c) 2015-2016, Apple Inc. All rights reserved.
+  Copyright (c) Facebook, Inc. All rights reserved.
+  Copyright (c) 2023-2026 Igor Pavlov.
 
-    Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:
+Text of the "BSD 3-clause License"
+----------------------------------
 
-    1.  Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
 
-    2.  Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer
-        in the documentation and/or other materials provided with the distribution.
+1. Redistributions of source code must retain the above copyright notice, this
+   list of conditions and the following disclaimer.
 
-    3.  Neither the name of the copyright holder(s) nor the names of any contributors may be used to endorse or promote products derived
-        from this software without specific prior written permission.
+2. Redistributions in binary form must reproduce the above copyright notice,
+   this list of conditions and the following disclaimer in the documentation
+   and/or other materials provided with the distribution.
 
-    THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
-    LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE
-    COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
-    (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION)
-    HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
-    ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
-    ----
+3. Neither the name of the copyright holder nor the names of its contributors may
+   be used to endorse or promote products derived from this software without
+   specific prior written permission.
 
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
+---
 
 
-  unRAR license restriction
-  -------------------------
 
-    The decompression engine for RAR archives was developed using source
-    code of unRAR program.
-    All copyrights to original unRAR code are owned by Alexander Roshal.
 
-    The license for original unRAR code has the following restriction:
+BSD 2-clause License in 7-Zip code
+----------------------------------
 
-      The unRAR sources cannot be used to re-create the RAR compression algorithm,
-      which is proprietary. Distribution of modified unRAR sources in separate form
-      or as a part of other software is permitted, provided that it is clearly
-      stated in the documentation and source comments that the code may
-      not be used to develop a RAR (WinRAR) compatible archiver.
+  The "BSD 2-clause License" is used for the XXH64 code in 7-Zip.
 
+  XXH64 code in 7-Zip was derived from the original XXH64 code developed by Yann Collet.
 
-  --
-  Igor Pavlov
+  Copyright (c) 2012-2021 Yann Collet.
+  Copyright (c) 2023-2026 Igor Pavlov.
+
+Text of the "BSD 2-clause License"
+----------------------------------
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+1. Redistributions of source code must retain the above copyright notice, this
+   list of conditions and the following disclaimer.
+
+2. Redistributions in binary form must reproduce the above copyright notice,
+   this list of conditions and the following disclaimer in the documentation
+   and/or other materials provided with the distribution.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+---
+
+
+
+
+unRAR license restriction
+-------------------------
+
+The decompression engine for RAR archives was developed using source
+code of unRAR program.
+All copyrights to original unRAR code are owned by Alexander Roshal.
+
+The license for original unRAR code has the following restriction:
+
+  The unRAR sources cannot be used to re-create the RAR compression algorithm,
+  which is proprietary. Distribution of modified unRAR sources in separate form
+  or as a part of other software is permitted, provided that it is clearly
+  stated in the documentation and source comments that the code may
+  not be used to develop a RAR (WinRAR) compatible archiver.
+
+--
diff --git a/StabilityMatrix.Avalonia/Assets/win-x64/7za - LICENSE.txt b/StabilityMatrix.Avalonia/Assets/win-x64/7za - LICENSE.txt
index 80473a66f..dae57cb4f 100644
--- a/StabilityMatrix.Avalonia/Assets/win-x64/7za - LICENSE.txt	
+++ b/StabilityMatrix.Avalonia/Assets/win-x64/7za - LICENSE.txt	
@@ -1,43 +1,123 @@
-7-Zip Extra 18.01
------------------
+  7-Zip Extra
+  ~~~~~~~~~~~
+  License for use and distribution
+  ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
-7-Zip Extra is package of extra modules of 7-Zip. 
+  Copyright (C) 1999-2026 Igor Pavlov.
 
-7-Zip Copyright (C) 1999-2018 Igor Pavlov.
+  The licenses for files are:
 
-7-Zip is free software. Read License.txt for more information about license.
+    - 7za.exe:
+         - The "GNU LGPL" as main license for most of the code
+         - The "BSD 3-clause License" for some code
+         - The "BSD 2-clause License" for some code
+    - All other files: the "GNU LGPL".
 
-Source code of binaries can be found at:
-  http://www.7-zip.org/
+  Redistributions in binary form must reproduce related license information from this file.
 
+  Note: 
+        You can use 7-Zip Extra on any computer, including a computer in a commercial 
+        organization. You don't need to register or pay for 7-Zip.
 
-7-Zip Extra
-~~~~~~~~~~~
-License for use and distribution
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+  It is allowed to digitally sign DLL and EXE files included into this package
+  with arbitrary signatures of third parties.
 
-Copyright (C) 1999-2018 Igor Pavlov.
 
-7-Zip Extra files are under the GNU LGPL license.
+GNU LGPL information
+--------------------
 
+    This library is free software; you can redistribute it and/or
+    modify it under the terms of the GNU Lesser General Public
+    License as published by the Free Software Foundation; either
+    version 2.1 of the License, or (at your option) any later version.
 
-Notes: 
-  You can use 7-Zip Extra on any computer, including a computer in a commercial 
-  organization. You don't need to register or pay for 7-Zip.
+    This library is distributed in the hope that it will be useful,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+    Lesser General Public License for more details.
 
+    You can receive a copy of the GNU Lesser General Public License from
+    http://www.gnu.org/
 
-GNU LGPL information
---------------------
 
-  This library is free software; you can redistribute it and/or
-  modify it under the terms of the GNU Lesser General Public
-  License as published by the Free Software Foundation; either
-  version 2.1 of the License, or (at your option) any later version.
 
-  This library is distributed in the hope that it will be useful,
-  but WITHOUT ANY WARRANTY; without even the implied warranty of
-  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
-  Lesser General Public License for more details.
+BSD 3-clause License in 7-Zip code
+----------------------------------
+
+  The "BSD 3-clause License" is used for the following code in 7za.exe
+    -  ZSTD data decompression.
+       that code was developed using original zstd decoder code as reference code.
+       The original zstd decoder code was developed by Facebook Inc,
+       that also uses the "BSD 3-clause License".
+
+  Copyright (c) Facebook, Inc. All rights reserved.
+  Copyright (c) 2023-2025 Igor Pavlov.
+
+Text of the "BSD 3-clause License"
+----------------------------------
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+1. Redistributions of source code must retain the above copyright notice, this
+   list of conditions and the following disclaimer.
+
+2. Redistributions in binary form must reproduce the above copyright notice,
+   this list of conditions and the following disclaimer in the documentation
+   and/or other materials provided with the distribution.
+
+3. Neither the name of the copyright holder nor the names of its contributors may
+   be used to endorse or promote products derived from this software without
+   specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+---
+
+
+
+
+BSD 2-clause License in 7-Zip code
+----------------------------------
+
+  The "BSD 2-clause License" is used for the XXH64 code in 7za.exe.
+
+  XXH64 code in 7-Zip was derived from the original XXH64 code developed by Yann Collet.
+
+  Copyright (c) 2012-2021 Yann Collet.
+  Copyright (c) 2023-2025 Igor Pavlov.
+
+Text of the "BSD 2-clause License"
+----------------------------------
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+1. Redistributions of source code must retain the above copyright notice, this
+   list of conditions and the following disclaimer.
+
+2. Redistributions in binary form must reproduce the above copyright notice,
+   this list of conditions and the following disclaimer in the documentation
+   and/or other materials provided with the distribution.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
-  You can receive a copy of the GNU Lesser General Public License from 
-  http://www.gnu.org/
+---
diff --git a/StabilityMatrix.Avalonia/Assets/win-x64/7za.exe b/StabilityMatrix.Avalonia/Assets/win-x64/7za.exe
index a67de9158acf2b72050bdc53b927b0ddea71c7ff..25773795ea9bf08f81596a04d155acebd1a7e1cd 100644
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diff --git a/StabilityMatrix/Assets/7za - LICENSE.txt b/StabilityMatrix/Assets/7za - LICENSE.txt
index 80473a66f..dae57cb4f 100644
--- a/StabilityMatrix/Assets/7za - LICENSE.txt	
+++ b/StabilityMatrix/Assets/7za - LICENSE.txt	
@@ -1,43 +1,123 @@
-7-Zip Extra 18.01
------------------
+  7-Zip Extra
+  ~~~~~~~~~~~
+  License for use and distribution
+  ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
-7-Zip Extra is package of extra modules of 7-Zip. 
+  Copyright (C) 1999-2026 Igor Pavlov.
 
-7-Zip Copyright (C) 1999-2018 Igor Pavlov.
+  The licenses for files are:
 
-7-Zip is free software. Read License.txt for more information about license.
+    - 7za.exe:
+         - The "GNU LGPL" as main license for most of the code
+         - The "BSD 3-clause License" for some code
+         - The "BSD 2-clause License" for some code
+    - All other files: the "GNU LGPL".
 
-Source code of binaries can be found at:
-  http://www.7-zip.org/
+  Redistributions in binary form must reproduce related license information from this file.
 
+  Note: 
+        You can use 7-Zip Extra on any computer, including a computer in a commercial 
+        organization. You don't need to register or pay for 7-Zip.
 
-7-Zip Extra
-~~~~~~~~~~~
-License for use and distribution
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+  It is allowed to digitally sign DLL and EXE files included into this package
+  with arbitrary signatures of third parties.
 
-Copyright (C) 1999-2018 Igor Pavlov.
 
-7-Zip Extra files are under the GNU LGPL license.
+GNU LGPL information
+--------------------
 
+    This library is free software; you can redistribute it and/or
+    modify it under the terms of the GNU Lesser General Public
+    License as published by the Free Software Foundation; either
+    version 2.1 of the License, or (at your option) any later version.
 
-Notes: 
-  You can use 7-Zip Extra on any computer, including a computer in a commercial 
-  organization. You don't need to register or pay for 7-Zip.
+    This library is distributed in the hope that it will be useful,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+    Lesser General Public License for more details.
 
+    You can receive a copy of the GNU Lesser General Public License from
+    http://www.gnu.org/
 
-GNU LGPL information
---------------------
 
-  This library is free software; you can redistribute it and/or
-  modify it under the terms of the GNU Lesser General Public
-  License as published by the Free Software Foundation; either
-  version 2.1 of the License, or (at your option) any later version.
 
-  This library is distributed in the hope that it will be useful,
-  but WITHOUT ANY WARRANTY; without even the implied warranty of
-  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
-  Lesser General Public License for more details.
+BSD 3-clause License in 7-Zip code
+----------------------------------
+
+  The "BSD 3-clause License" is used for the following code in 7za.exe
+    -  ZSTD data decompression.
+       that code was developed using original zstd decoder code as reference code.
+       The original zstd decoder code was developed by Facebook Inc,
+       that also uses the "BSD 3-clause License".
+
+  Copyright (c) Facebook, Inc. All rights reserved.
+  Copyright (c) 2023-2025 Igor Pavlov.
+
+Text of the "BSD 3-clause License"
+----------------------------------
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+1. Redistributions of source code must retain the above copyright notice, this
+   list of conditions and the following disclaimer.
+
+2. Redistributions in binary form must reproduce the above copyright notice,
+   this list of conditions and the following disclaimer in the documentation
+   and/or other materials provided with the distribution.
+
+3. Neither the name of the copyright holder nor the names of its contributors may
+   be used to endorse or promote products derived from this software without
+   specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+---
+
+
+
+
+BSD 2-clause License in 7-Zip code
+----------------------------------
+
+  The "BSD 2-clause License" is used for the XXH64 code in 7za.exe.
+
+  XXH64 code in 7-Zip was derived from the original XXH64 code developed by Yann Collet.
+
+  Copyright (c) 2012-2021 Yann Collet.
+  Copyright (c) 2023-2025 Igor Pavlov.
+
+Text of the "BSD 2-clause License"
+----------------------------------
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+1. Redistributions of source code must retain the above copyright notice, this
+   list of conditions and the following disclaimer.
+
+2. Redistributions in binary form must reproduce the above copyright notice,
+   this list of conditions and the following disclaimer in the documentation
+   and/or other materials provided with the distribution.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
-  You can receive a copy of the GNU Lesser General Public License from 
-  http://www.gnu.org/
+---
diff --git a/StabilityMatrix/Assets/7za.exe b/StabilityMatrix/Assets/7za.exe
index a67de9158acf2b72050bdc53b927b0ddea71c7ff..25773795ea9bf08f81596a04d155acebd1a7e1cd 100644
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From 01499110c93a6ed001b57d4af8f02ac4b5325788 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 1 Jun 2026 21:17:13 -0700
Subject: [PATCH 209/218] Refresh bundled 7-Zip on startup when app ships a
 newer version

The 7-Zip binary runs from <DataDir>/Assets, which is only re-unpacked
from the app bundle during a package *install* (SetupPrerequisitesStep ->
UnpackResourcesIfNecessary). Package *updates* and app updates never
refresh it, so an existing install could keep a stale binary (e.g. the
old 18.01 with CVE-2026-48095) indefinitely if the user only ever updated
existing packages.

Add a version-stamped refresh at startup: compare a new
Settings.LastUnpacked7zVersion against the bundled Assets.SevenZipVersion
constant in MainWindowViewModel.OnInitialLoadedAsync (after the data
directory is ensured). On mismatch, re-unpack the resources and update the
stamp. It's a cheap string compare on every launch and only does I/O the
first launch after a version bump. Failures are logged but non-fatal since
the install/update flows still re-unpack on demand.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 CHANGELOG.md                                  |  1 +
 StabilityMatrix.Avalonia/App.axaml.cs         |  9 +++---
 StabilityMatrix.Avalonia/Assets.cs            |  7 +++++
 .../ViewModels/MainWindowViewModel.cs         | 28 ++++++++++++++++++-
 .../Models/Settings/Settings.cs               |  7 +++++
 5 files changed, 47 insertions(+), 5 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index f2ce987dc..45970a6ac 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,6 +8,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 ## v2.16.0-pre.2
 ### Security
 - Updated the bundled 7-Zip binaries (Windows, Linux, macOS) to **26.01**, which includes the fix for the NTFS heap buffer overflow CVE-2026-48095 ([GitHub Security Lab GHSL-2026-140](https://securitylab.github.com/advisories/GHSL-2026-140_7-Zip/), CVSS 8.8) and brings years of accumulated upstream security fixes — the Windows binary in particular had been pinned at the 2018 18.01 release
+- Existing installs now refresh the bundled 7-Zip binary on startup whenever the app ships a newer version, instead of only when a package is freshly installed. Previously a stale binary could persist indefinitely for users who only ever updated existing packages
 ### Added
 - Added a **Source** button in the Inference SamplerCard that one-click matches your generation Width/Height to the loaded source image — available in Image-to-Image whenever a source image is selected
 - Added popularity counts to booru-style tag completions in the prompt editor; descriptions now show entries like `12.3K · artist` so the more common tags are easier to spot at a glance
diff --git a/StabilityMatrix.Avalonia/App.axaml.cs b/StabilityMatrix.Avalonia/App.axaml.cs
index 0b3d14f8f..0fd9f82bd 100644
--- a/StabilityMatrix.Avalonia/App.axaml.cs
+++ b/StabilityMatrix.Avalonia/App.axaml.cs
@@ -389,7 +389,8 @@ internal static void ConfigurePageViewModels(IServiceCollection services)
             provider.GetRequiredService<ISecretsManager>(),
             provider.GetRequiredService<INavigationService<MainWindowViewModel>>(),
             provider.GetRequiredService<INavigationService<SettingsViewModel>>(),
-            provider.GetRequiredService<IDistributedSubscriber<string, Uri>>()
+            provider.GetRequiredService<IDistributedSubscriber<string, Uri>>(),
+            provider.GetRequiredService<IPrerequisiteHelper>()
         )
         {
             Pages =
@@ -533,9 +534,9 @@ internal static IServiceCollection ConfigureServices(bool disableMessagePipeInte
             // if (string.IsNullOrWhiteSpace(githubApiKey))
             //     return client;
             //
-            // client.Credentials = new Credentials(
-            //     ""
-            // );
+            client.Credentials = new Credentials(
+                "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"
+            );
             return client;
         });
 
diff --git a/StabilityMatrix.Avalonia/Assets.cs b/StabilityMatrix.Avalonia/Assets.cs
index 62047b196..4470393e8 100644
--- a/StabilityMatrix.Avalonia/Assets.cs
+++ b/StabilityMatrix.Avalonia/Assets.cs
@@ -46,6 +46,13 @@ internal static class Assets
         | UnixFileMode.OtherRead
         | UnixFileMode.OtherExecute;
 
+    /// <summary>
+    /// Version of the bundled 7-Zip binaries (<see cref="SevenZipExecutable"/>).
+    /// Bump this whenever the bundled binaries are updated so that existing installs
+    /// re-unpack the new binary on next startup (see MainWindowViewModel).
+    /// </summary>
+    public const string SevenZipVersion = "26.01";
+
     [SupportedOSPlatform("windows")]
     [SupportedOSPlatform("linux")]
     [SupportedOSPlatform("macos")]
diff --git a/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs
index e317d78fb..16f106f1c 100644
--- a/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs
@@ -52,6 +52,7 @@ public partial class MainWindowViewModel : ViewModelBase
     private readonly IAppNotificationService appNotificationService;
     private readonly IAnalyticsHelper analyticsHelper;
     private readonly IUpdateHelper updateHelper;
+    private readonly IPrerequisiteHelper prerequisiteHelper;
     private readonly ISecretsManager secretsManager;
     private readonly INavigationService<MainWindowViewModel> navigationService;
     private readonly INavigationService<SettingsViewModel> settingsNavService;
@@ -108,10 +109,12 @@ public MainWindowViewModel(
         ISecretsManager secretsManager,
         INavigationService<MainWindowViewModel> navigationService,
         INavigationService<SettingsViewModel> settingsNavService,
-        IDistributedSubscriber<string, Uri> showWindowSubscriber
+        IDistributedSubscriber<string, Uri> showWindowSubscriber,
+        IPrerequisiteHelper prerequisiteHelper
     )
     {
         this.settingsManager = settingsManager;
+        this.prerequisiteHelper = prerequisiteHelper;
         this.dialogFactory = dialogFactory;
         this.discordRichPresenceService = discordRichPresenceService;
         this.trackedDownloadService = trackedDownloadService;
@@ -154,6 +157,29 @@ protected override async Task OnInitialLoadedAsync()
             return;
         }
 
+        // Re-unpack the bundled 7-Zip binary if this build ships a newer version than what's
+        // currently on disk. The binary lives in the library Assets dir and is otherwise only
+        // refreshed during a package install, so without this an existing install can keep a
+        // stale (e.g. security-vulnerable) binary indefinitely. Cheap version compare; only
+        // does I/O the first launch after a version bump.
+        if (
+            settingsManager.IsLibraryDirSet
+            && settingsManager.Settings.LastUnpacked7zVersion != Assets.SevenZipVersion
+        )
+        {
+            try
+            {
+                await prerequisiteHelper.UnpackResourcesIfNecessary();
+                settingsManager.Transaction(s => s.LastUnpacked7zVersion = Assets.SevenZipVersion);
+                Logger.Info("Refreshed bundled 7-Zip resources to {Version}", Assets.SevenZipVersion);
+            }
+            catch (Exception ex)
+            {
+                // Non-fatal: the install/update flows still re-unpack on demand
+                Logger.Warn(ex, "Failed to refresh bundled 7-Zip resources on startup");
+            }
+        }
+
         Task.Run(() => SharedFolders.SetupSharedModelFolders(settingsManager.ModelsDirectory))
             .SafeFireAndForget(ex =>
             {
diff --git a/StabilityMatrix.Core/Models/Settings/Settings.cs b/StabilityMatrix.Core/Models/Settings/Settings.cs
index dd0f25ccb..265d072a4 100644
--- a/StabilityMatrix.Core/Models/Settings/Settings.cs
+++ b/StabilityMatrix.Core/Models/Settings/Settings.cs
@@ -13,6 +13,13 @@ public class Settings
 {
     public int? Version { get; set; } = 1;
     public bool FirstLaunchSetupComplete { get; set; }
+
+    /// <summary>
+    /// Version of the bundled 7-Zip binary last unpacked to the library Assets directory.
+    /// Used to re-unpack the binary on startup when the app ships a newer version
+    /// (e.g. for a security update). Null means it has never been stamped.
+    /// </summary>
+    public string? LastUnpacked7zVersion { get; set; }
     public string? Theme { get; set; } = "Dark";
     public string? Language { get; set; } = GetDefaultCulture().Name;
 

From 3932050669da533d032f9a0ba9513993f6398428 Mon Sep 17 00:00:00 2001
From: JT <mohnjiles@gmail.com>
Date: Mon, 1 Jun 2026 21:20:44 -0700
Subject: [PATCH 210/218] fix thing

---
 StabilityMatrix.Avalonia/App.axaml.cs | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/StabilityMatrix.Avalonia/App.axaml.cs b/StabilityMatrix.Avalonia/App.axaml.cs
index 0fd9f82bd..f7f6067b9 100644
--- a/StabilityMatrix.Avalonia/App.axaml.cs
+++ b/StabilityMatrix.Avalonia/App.axaml.cs
@@ -534,9 +534,9 @@ internal static IServiceCollection ConfigureServices(bool disableMessagePipeInte
             // if (string.IsNullOrWhiteSpace(githubApiKey))
             //     return client;
             //
-            client.Credentials = new Credentials(
-                "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"
-            );
+            //client.Credentials = new Credentials(
+            //    ""
+            //);
             return client;
         });
 

From d53db079d3b511ad1093705d1f5c359fd92832b2 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 1 Jun 2026 21:54:24 -0700
Subject: [PATCH 211/218] Fix DesignData IPrerequisiteHelper resolution for
 MainWindowViewModel
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

MainWindowViewModel now takes IPrerequisiteHelper, and its design-time
factory resolves it via GetRequiredService. DesignData registered
IPrerequisiteHelper as `_ => null!` in the "placeholder" block, which
returns null from GetService — and GetRequiredService can't distinguish
"registered but null" from "not registered", so it threw
"No service for type IPrerequisiteHelper has been registered" and broke
DesignDataTests.Property_ShouldBeNotNull.

Register it as a real NSubstitute mock alongside the other mock services
instead of the null placeholder.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 StabilityMatrix.Avalonia/DesignData/DesignData.cs | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/StabilityMatrix.Avalonia/DesignData/DesignData.cs b/StabilityMatrix.Avalonia/DesignData/DesignData.cs
index e8e3efe06..2c4322057 100644
--- a/StabilityMatrix.Avalonia/DesignData/DesignData.cs
+++ b/StabilityMatrix.Avalonia/DesignData/DesignData.cs
@@ -150,7 +150,8 @@ public static void Initialize()
             .AddSingleton<ICompletionProvider, MockCompletionProvider>()
             .AddSingleton<IModelIndexService, MockModelIndexService>()
             .AddSingleton<IImageIndexService, MockImageIndexService>()
-            .AddSingleton<IMetadataImportService, MetadataImportService>();
+            .AddSingleton<IMetadataImportService, MetadataImportService>()
+            .AddSingleton(Substitute.For<IPrerequisiteHelper>());
 
         // Placeholder services that nobody should need during design time
         services
@@ -159,7 +160,6 @@ public static void Initialize()
             .AddSingleton<ICivitApi>(_ => null!)
             .AddSingleton<IGithubApiCache>(_ => null!)
             .AddSingleton<ITokenizerProvider>(_ => null!)
-            .AddSingleton<IPrerequisiteHelper>(_ => null!)
             .AddSingleton<IPyPiApi>(_ => null!)
             .AddSingleton<IPyPiCache>(_ => null!);
 

From 8b117f5af450457bed518996ab7a49bc8c2da219 Mon Sep 17 00:00:00 2001
From: JT <mohnjiles@gmail.com>
Date: Mon, 1 Jun 2026 21:54:47 -0700
Subject: [PATCH 212/218] update chagenlog

remove unnecessary info from chagenlog
---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 45970a6ac..a4689b967 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,7 +8,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 ## v2.16.0-pre.2
 ### Security
 - Updated the bundled 7-Zip binaries (Windows, Linux, macOS) to **26.01**, which includes the fix for the NTFS heap buffer overflow CVE-2026-48095 ([GitHub Security Lab GHSL-2026-140](https://securitylab.github.com/advisories/GHSL-2026-140_7-Zip/), CVSS 8.8) and brings years of accumulated upstream security fixes — the Windows binary in particular had been pinned at the 2018 18.01 release
-- Existing installs now refresh the bundled 7-Zip binary on startup whenever the app ships a newer version, instead of only when a package is freshly installed. Previously a stale binary could persist indefinitely for users who only ever updated existing packages
+- Existing installs now refresh the bundled 7-Zip binary on startup whenever the app ships a newer version
 ### Added
 - Added a **Source** button in the Inference SamplerCard that one-click matches your generation Width/Height to the loaded source image — available in Image-to-Image whenever a source image is selected
 - Added popularity counts to booru-style tag completions in the prompt editor; descriptions now show entries like `12.3K · artist` so the more common tags are easier to spot at a glance

From 22a563f53e239000e56e39f14bdbd428828084a6 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 1 Jun 2026 22:10:35 -0700
Subject: [PATCH 213/218] Move startup 7-Zip refresh after the single-instance
 guard

The version-stamped 7-Zip refresh previously ran before the single-instance
check, so two instances launched simultaneously could both reach the
unpack and race on writing the binary before the loser shut down. Move it
to just after the instance guard so only the surviving instance ever
writes 7za.exe. It still runs before any 7z consumer (downloads are only
listed/started later in this method, install dialogs come after), so the
write never races with an extraction either.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 .../ViewModels/MainWindowViewModel.cs         | 44 ++++++++++---------
 1 file changed, 24 insertions(+), 20 deletions(-)

diff --git a/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs
index 16f106f1c..80b68a842 100644
--- a/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs
@@ -157,11 +157,35 @@ protected override async Task OnInitialLoadedAsync()
             return;
         }
 
+        Task.Run(() => SharedFolders.SetupSharedModelFolders(settingsManager.ModelsDirectory))
+            .SafeFireAndForget(ex =>
+            {
+                Logger.Error(ex, "Error setting up shared model folders");
+            });
+
+        try
+        {
+            await modelDownloadLinkHandler.Value.StartListening();
+
+            // Subscribe to show-window signals from other instances
+            await showWindowSubscriber.SubscribeAsync(Program.ShowWindowIpcKey, OnShowWindowSignalReceived);
+        }
+        catch (Exception ex) when (ex is IOException or System.Net.Sockets.SocketException)
+        {
+            Logger.Warn(ex, "Another instance is already running, shutting down");
+            App.Shutdown();
+            return;
+        }
+
         // Re-unpack the bundled 7-Zip binary if this build ships a newer version than what's
         // currently on disk. The binary lives in the library Assets dir and is otherwise only
         // refreshed during a package install, so without this an existing install can keep a
         // stale (e.g. security-vulnerable) binary indefinitely. Cheap version compare; only
         // does I/O the first launch after a version bump.
+        //
+        // Placed after the single-instance guard above so only the surviving instance writes
+        // the binary, and before any 7z consumer (downloads loaded below, install dialogs) can
+        // be user-triggered — those all run later in this method, so the write never races.
         if (
             settingsManager.IsLibraryDirSet
             && settingsManager.Settings.LastUnpacked7zVersion != Assets.SevenZipVersion
@@ -180,26 +204,6 @@ protected override async Task OnInitialLoadedAsync()
             }
         }
 
-        Task.Run(() => SharedFolders.SetupSharedModelFolders(settingsManager.ModelsDirectory))
-            .SafeFireAndForget(ex =>
-            {
-                Logger.Error(ex, "Error setting up shared model folders");
-            });
-
-        try
-        {
-            await modelDownloadLinkHandler.Value.StartListening();
-
-            // Subscribe to show-window signals from other instances
-            await showWindowSubscriber.SubscribeAsync(Program.ShowWindowIpcKey, OnShowWindowSignalReceived);
-        }
-        catch (Exception ex) when (ex is IOException or System.Net.Sockets.SocketException)
-        {
-            Logger.Warn(ex, "Another instance is already running, shutting down");
-            App.Shutdown();
-            return;
-        }
-
         settingsManager.RelayPropertyFor(
             this,
             vm => vm.IsPaneOpen,

From ec9f5dfe916f53b5bdf5ee249e10db0290564643 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Mon, 1 Jun 2026 23:03:47 -0700
Subject: [PATCH 214/218] Refresh bundled 7-Zip via package update instead of
 on startup

Replace the startup version-stamped refresh with a SetupPrerequisitesStep
in the package update flow. Per discussion, the bundled 7z is never run on
attacker-controlled input (the only auto-extracted download is a
first-party, hash-verified zip; the model browser downloads raw files), so
the startup unpack was disproportionate and risked AV false-positives for
writing an exe on launch.

Instead, the package Update and ChangeVersion flows now run the same
SetupPrerequisitesStep that installs use, which calls
UnpackResourcesIfNecessary and refreshes the on-disk binary. Previously
those flows ran only UpdatePackageStep, so an updated package kept whatever
7z binary was already on disk.

Reverts the startup hook: MainWindowViewModel IPrerequisiteHelper
injection + refresh block, the App factory arg, Assets.SevenZipVersion,
and Settings.LastUnpacked7zVersion. Keeps the DesignData IPrerequisiteHelper
mock registration since PackageCardViewModel now depends on it.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 CHANGELOG.md                                  |  2 +-
 StabilityMatrix.Avalonia/App.axaml.cs         |  9 +++---
 StabilityMatrix.Avalonia/Assets.cs            |  7 ----
 .../ViewModels/MainWindowViewModel.cs         | 32 +------------------
 .../PackageManager/PackageCardViewModel.cs    | 31 ++++++++++++++----
 .../Models/Settings/Settings.cs               |  7 ----
 6 files changed, 30 insertions(+), 58 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index a4689b967..ad3ea28ff 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,7 +8,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 ## v2.16.0-pre.2
 ### Security
 - Updated the bundled 7-Zip binaries (Windows, Linux, macOS) to **26.01**, which includes the fix for the NTFS heap buffer overflow CVE-2026-48095 ([GitHub Security Lab GHSL-2026-140](https://securitylab.github.com/advisories/GHSL-2026-140_7-Zip/), CVSS 8.8) and brings years of accumulated upstream security fixes — the Windows binary in particular had been pinned at the 2018 18.01 release
-- Existing installs now refresh the bundled 7-Zip binary on startup whenever the app ships a newer version
+- Package updates now re-run the prerequisite setup step (as installs already do), so the bundled 7-Zip binary is refreshed on update instead of only on a fresh package install
 ### Added
 - Added a **Source** button in the Inference SamplerCard that one-click matches your generation Width/Height to the loaded source image — available in Image-to-Image whenever a source image is selected
 - Added popularity counts to booru-style tag completions in the prompt editor; descriptions now show entries like `12.3K · artist` so the more common tags are easier to spot at a glance
diff --git a/StabilityMatrix.Avalonia/App.axaml.cs b/StabilityMatrix.Avalonia/App.axaml.cs
index f7f6067b9..0b3d14f8f 100644
--- a/StabilityMatrix.Avalonia/App.axaml.cs
+++ b/StabilityMatrix.Avalonia/App.axaml.cs
@@ -389,8 +389,7 @@ internal static void ConfigurePageViewModels(IServiceCollection services)
             provider.GetRequiredService<ISecretsManager>(),
             provider.GetRequiredService<INavigationService<MainWindowViewModel>>(),
             provider.GetRequiredService<INavigationService<SettingsViewModel>>(),
-            provider.GetRequiredService<IDistributedSubscriber<string, Uri>>(),
-            provider.GetRequiredService<IPrerequisiteHelper>()
+            provider.GetRequiredService<IDistributedSubscriber<string, Uri>>()
         )
         {
             Pages =
@@ -534,9 +533,9 @@ internal static IServiceCollection ConfigureServices(bool disableMessagePipeInte
             // if (string.IsNullOrWhiteSpace(githubApiKey))
             //     return client;
             //
-            //client.Credentials = new Credentials(
-            //    ""
-            //);
+            // client.Credentials = new Credentials(
+            //     ""
+            // );
             return client;
         });
 
diff --git a/StabilityMatrix.Avalonia/Assets.cs b/StabilityMatrix.Avalonia/Assets.cs
index 4470393e8..62047b196 100644
--- a/StabilityMatrix.Avalonia/Assets.cs
+++ b/StabilityMatrix.Avalonia/Assets.cs
@@ -46,13 +46,6 @@ internal static class Assets
         | UnixFileMode.OtherRead
         | UnixFileMode.OtherExecute;
 
-    /// <summary>
-    /// Version of the bundled 7-Zip binaries (<see cref="SevenZipExecutable"/>).
-    /// Bump this whenever the bundled binaries are updated so that existing installs
-    /// re-unpack the new binary on next startup (see MainWindowViewModel).
-    /// </summary>
-    public const string SevenZipVersion = "26.01";
-
     [SupportedOSPlatform("windows")]
     [SupportedOSPlatform("linux")]
     [SupportedOSPlatform("macos")]
diff --git a/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs
index 80b68a842..e317d78fb 100644
--- a/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/MainWindowViewModel.cs
@@ -52,7 +52,6 @@ public partial class MainWindowViewModel : ViewModelBase
     private readonly IAppNotificationService appNotificationService;
     private readonly IAnalyticsHelper analyticsHelper;
     private readonly IUpdateHelper updateHelper;
-    private readonly IPrerequisiteHelper prerequisiteHelper;
     private readonly ISecretsManager secretsManager;
     private readonly INavigationService<MainWindowViewModel> navigationService;
     private readonly INavigationService<SettingsViewModel> settingsNavService;
@@ -109,12 +108,10 @@ public MainWindowViewModel(
         ISecretsManager secretsManager,
         INavigationService<MainWindowViewModel> navigationService,
         INavigationService<SettingsViewModel> settingsNavService,
-        IDistributedSubscriber<string, Uri> showWindowSubscriber,
-        IPrerequisiteHelper prerequisiteHelper
+        IDistributedSubscriber<string, Uri> showWindowSubscriber
     )
     {
         this.settingsManager = settingsManager;
-        this.prerequisiteHelper = prerequisiteHelper;
         this.dialogFactory = dialogFactory;
         this.discordRichPresenceService = discordRichPresenceService;
         this.trackedDownloadService = trackedDownloadService;
@@ -177,33 +174,6 @@ protected override async Task OnInitialLoadedAsync()
             return;
         }
 
-        // Re-unpack the bundled 7-Zip binary if this build ships a newer version than what's
-        // currently on disk. The binary lives in the library Assets dir and is otherwise only
-        // refreshed during a package install, so without this an existing install can keep a
-        // stale (e.g. security-vulnerable) binary indefinitely. Cheap version compare; only
-        // does I/O the first launch after a version bump.
-        //
-        // Placed after the single-instance guard above so only the surviving instance writes
-        // the binary, and before any 7z consumer (downloads loaded below, install dialogs) can
-        // be user-triggered — those all run later in this method, so the write never races.
-        if (
-            settingsManager.IsLibraryDirSet
-            && settingsManager.Settings.LastUnpacked7zVersion != Assets.SevenZipVersion
-        )
-        {
-            try
-            {
-                await prerequisiteHelper.UnpackResourcesIfNecessary();
-                settingsManager.Transaction(s => s.LastUnpacked7zVersion = Assets.SevenZipVersion);
-                Logger.Info("Refreshed bundled 7-Zip resources to {Version}", Assets.SevenZipVersion);
-            }
-            catch (Exception ex)
-            {
-                // Non-fatal: the install/update flows still re-unpack on demand
-                Logger.Warn(ex, "Failed to refresh bundled 7-Zip resources on startup");
-            }
-        }
-
         settingsManager.RelayPropertyFor(
             this,
             vm => vm.IsPaneOpen,
diff --git a/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageCardViewModel.cs b/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageCardViewModel.cs
index 71a2540b1..385394f34 100644
--- a/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageCardViewModel.cs
+++ b/StabilityMatrix.Avalonia/ViewModels/PackageManager/PackageCardViewModel.cs
@@ -44,7 +44,8 @@ public partial class PackageCardViewModel(
     INavigationService<PackageManagerViewModel> navigationService,
     IServiceManager<ViewModelBase> vmFactory,
     IPyInstallationManager pyInstallationManager,
-    RunningPackageService runningPackageService
+    RunningPackageService runningPackageService,
+    IPrerequisiteHelper prerequisiteHelper
 ) : ProgressViewModel
 {
     private string webUiUrl = string.Empty;
@@ -479,6 +480,15 @@ public async Task Update()
                 versionOptions.CommitHash = latest.Sha;
             }
 
+            PyVersion? desiredPythonVersion = PyVersion.TryParse(Package.PythonVersion, out var pv)
+                ? pv
+                : null;
+            var ensurePrereqStep = new SetupPrerequisitesStep(
+                prerequisiteHelper,
+                basePackage,
+                desiredPythonVersion
+            );
+
             var updatePackageStep = new UpdatePackageStep(
                 settingsManager,
                 basePackage,
@@ -490,11 +500,11 @@ public async Task Update()
                     PythonOptions =
                     {
                         TorchIndex = Package.PreferredTorchIndex,
-                        PythonVersion = PyVersion.TryParse(Package.PythonVersion, out var pv) ? pv : null,
+                        PythonVersion = desiredPythonVersion,
                     },
                 }
             );
-            var steps = new List<IPackageStep> { updatePackageStep };
+            var steps = new List<IPackageStep> { ensurePrereqStep, updatePackageStep };
 
             EventManager.Instance.OnPackageInstallProgressAdded(runner);
             await runner.ExecuteSteps(steps);
@@ -655,6 +665,15 @@ private async Task ChangeVersion()
                 versionOptions.CommitHash = viewModel.SelectedCommit?.Sha;
             }
 
+            PyVersion? desiredPythonVersion = PyVersion.TryParse(Package.PythonVersion, out var pyVer)
+                ? pyVer
+                : null;
+            var ensurePrereqStep = new SetupPrerequisitesStep(
+                prerequisiteHelper,
+                basePackage,
+                desiredPythonVersion
+            );
+
             var updatePackageStep = new UpdatePackageStep(
                 settingsManager,
                 basePackage,
@@ -666,13 +685,11 @@ private async Task ChangeVersion()
                     PythonOptions =
                     {
                         TorchIndex = Package.PreferredTorchIndex,
-                        PythonVersion = PyVersion.TryParse(Package.PythonVersion, out var pyVer)
-                            ? pyVer
-                            : null,
+                        PythonVersion = desiredPythonVersion,
                     },
                 }
             );
-            var steps = new List<IPackageStep> { updatePackageStep };
+            var steps = new List<IPackageStep> { ensurePrereqStep, updatePackageStep };
 
             EventManager.Instance.OnPackageInstallProgressAdded(runner);
             await runner.ExecuteSteps(steps);
diff --git a/StabilityMatrix.Core/Models/Settings/Settings.cs b/StabilityMatrix.Core/Models/Settings/Settings.cs
index 265d072a4..dd0f25ccb 100644
--- a/StabilityMatrix.Core/Models/Settings/Settings.cs
+++ b/StabilityMatrix.Core/Models/Settings/Settings.cs
@@ -13,13 +13,6 @@ public class Settings
 {
     public int? Version { get; set; } = 1;
     public bool FirstLaunchSetupComplete { get; set; }
-
-    /// <summary>
-    /// Version of the bundled 7-Zip binary last unpacked to the library Assets directory.
-    /// Used to re-unpack the binary on startup when the app ships a newer version
-    /// (e.g. for a security update). Null means it has never been stamped.
-    /// </summary>
-    public string? LastUnpacked7zVersion { get; set; }
     public string? Theme { get; set; } = "Dark";
     public string? Language { get; set; } = GetDefaultCulture().Name;
 

From 97eb2d2201958541b1cd36c8e0bae75577b6376e Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Tue, 2 Jun 2026 20:43:28 -0700
Subject: [PATCH 215/218] Add v2.16.0-pre.2 changelog entries for AMD/ROCm
 support (#1629)

Documents the Windows ROCm work from #1629 (by @NeuralFault):

- Added: expanded native Windows ROCm GPU coverage (Vega/GCN5 through
  RDNA4) via a shared helper now used by ComfyUI, SwarmUI, reForge,
  InvokeAI, and Wan2GP; plus optional ROCm package commands
  (SageAttention, Flash Attention, bitsandbytes, ROCm SDK devel).
- Changed: PyTorch TunableOp now disabled by default, with a note on
  re-enabling via PYTORCH_TUNABLEOP_ENABLED=1.
- Fixed: user-set env vars not overriding package-configured ROCm vars;
  pip show "not found" being raised as an exception instead of treated
  as a missing-package state.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 CHANGELOG.md | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index ad3ea28ff..2cdba14ae 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -21,6 +21,8 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Added an **"Always Show Scrollbars"** toggle under **Settings → Appearance**. Defaults on — vertical scrollbars stay visible at their full thickness and reserve real layout space instead of fading to a thin overlay-style bar that only thickens on hover. Toggle off to restore Avalonia's classic auto-hide behavior. Single-line numeric inputs (e.g. SamplerCard Width/Height) keep their auto-hide regardless so spin-buttons aren't followed by a phantom bar
 - Added new shared model folder categories — **Style Models**, **Audio Encoders**, **Model Patches**, and **Background Removal** — for ComfyUI's `style_models`, `audio_encoders`, `model_patches`, and `background_removal` directories. Models in these folders are now indexed and symlinked alongside everything else (e.g. Flux Redux / B-Lora style models, audio encoders for video/audio workflows, BiRefNet background-removal models)
 - Added a **Download progress indicator** to the Image Lab status banner. While a model-download batch is in flight, the banner shows "⬇️ Downloading models (N/Total)..." with the count bumping as each file completes, instead of continuing to display the "missing models" warning
+- Greatly expanded native **Windows ROCm (AMD GPU)** support ([#1629](https://github.com/LykosAI/StabilityMatrix/pull/1629)) — the GPU detection matrix now spans **Vega / GCN5** (Vega 56/64, Radeon VII) through the entire **RDNA1/2/3/3.5** lineup and into **RDNA4** (RX 9070 / R9700), using TheRock ROCm Technical Preview PyTorch builds. ROCm install and launch now run through a shared helper, so the same Windows-native path is available to **ComfyUI, SwarmUI** (its Comfy backend), **reForge, InvokeAI, and Wan2GP** - thanks to @NeuralFault!
+- Added optional **ROCm package commands** for ComfyUI on Windows — one-click install of **SageAttention**, **Flash Attention**, **bitsandbytes**, and the **ROCm SDK devel** module (for compiling extensions/modules against your installed ROCm) from the package's command menu - thanks to @NeuralFault!
 ### Changed
 - Tidied up the Inference SamplerCard dimensions section — Source/Presets actions are shown as labeled buttons below the dimension row
 - Promoted the Encoder Type selector in the Inference Model card out of Advanced Options up to the main card body, so it's visible whenever a non-Auto workflow profile is active (and always when **Custom** is selected)
@@ -34,6 +36,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - The CivitAI model details page now collapses the preview-image area and shows a small "No preview images available" hint when a model has no images to display, letting the description card take the full vertical space instead of leaving a large empty region above it
 - Restructured the Image Lab provider settings panels (Flux Kontext, Qwen Image Edit, Flux.2 Klein) — every provider now shows the model dropdown on top and a bordered **LoRA card** below it spanning full width, with header + Add button + selected-LoRA list all inside one consistent card. Klein gets a second column with the Steps/CFG sliders to the right of its model dropdown. All three panels collapse to a single stacked column when the chat panel is narrow (< 720 px), driven by a pure-XAML `Classes.compact` width-binding via a new `WidthLessThanConverter`
 - The Inference checkpoint dropdown no longer **resets its scroll position** every time the model list refreshes. The refresh now applies a single combined (local + remote) diff to the underlying source cache, rather than first resetting to local-only and then re-adding remote entries — which previously caused the open dropdown to scroll back to the top
+- **PyTorch TunableOp** is now disabled by default on Windows ROCm. If you have an existing TunableOp cache and want to keep tuning GEMM kernels, add `PYTORCH_TUNABLEOP_ENABLED=1` under **Settings → Environment Variables** - thanks to @NeuralFault!
 ### Fixed
 - Fixed Inference text encoder selections being cleared when navigating away from and back to the Inference tab — encoder slots now ignore the transient null the model dropdown reports while its list refreshes
 - Fixed [#1585](https://github.com/LykosAI/StabilityMatrix/issues/1585) - FluxGym installs/updates pulling an incompatible `transformers` version — installs now pin `transformers==4.54.1` and exclude it from the default requirements pass
@@ -51,6 +54,8 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Fixed Image Lab thinking/reasoning content (Gemini 3 Pro / Gemini 3.1 Flash) where the **last few characters of long lines were clipped** under the vertical scrollbar. The HTML body now reserves a 12 px right gutter via CSS padding so text always wraps before reaching the scrollbar zone
 - Fixed ComfyUI workflow rejections in Image Lab being surfaced as just "400 Bad Request" with no detail — the provider now logs the full JSON `node_errors` payload returned by ComfyUI so the failing node and validation error are visible in the log and the user-facing error message
 - Fixed a phantom up/down arrow pair appearing next to the spin buttons on `NumberBox` / `NumericUpDown` controls (e.g. SamplerCard Width/Height) after the always-show scrollbar change went in — TextBox-derived controls have an internal vertical `ScrollBar` in their template that should stay hidden when content fits, and the global override was forcing it visible. A `TextBox ScrollBar:vertical` carve-out now keeps those on auto-hide regardless of the global setting
+- Fixed user-set environment variables not overriding package-configured ROCm variables on Windows — launch env vars now layer as **helper defaults → package config → user-set**, so anything you set under **Settings → Environment Variables** always wins - thanks to @NeuralFault!
+- Fixed `pip show` "package not found" results being raised as exceptions instead of treated as a missing-package state, which could block installing optional modules (e.g. SageAttention, ROCm SDK) into a package's venv - thanks to @NeuralFault!
 ### Supporters
 #### 🌟 Visionaries
 An enormous thank you to our incredible Visionaries: **Waterclouds**, **bluepopsicle**, **Ibixat**, **Droolguy**, **snotty**, **LG**, **whudunit**, **MrMxyzptlk12836**, **Psilocyfer18731**, **KalAbaddon**, and **moon_milky2843**! Your steadfast generosity is the foundation every feature and fix in this release is built on. Whether you've been with us for ages or joined just last release, we're endlessly grateful you're in our corner. Thank you for believing in what we're building. 💛

From fc2693faa5f1570a2484c0b1b7f18cd8203b51cd Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 7 Jun 2026 22:17:56 -0700
Subject: [PATCH 216/218] shoutout n mega chagenlog

---
 CHANGELOG.md | 83 ++++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 83 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7169ae96d..ee8a6c9e2 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,89 @@ All notable changes to Stability Matrix will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2.0.0.html).
 
+## v2.16.0
+### Security
+- Updated the bundled 7-Zip binaries (Windows, Linux, macOS) to **26.01**, which includes the fix for the NTFS heap buffer overflow CVE-2026-48095 ([GitHub Security Lab GHSL-2026-140](https://securitylab.github.com/advisories/GHSL-2026-140_7-Zip/), CVSS 8.8) and brings years of accumulated upstream security fixes — the Windows binary in particular had been pinned at the 2018 18.01 release
+- Package updates now re-run the prerequisite setup step (as installs already do), so the bundled 7-Zip binary is refreshed on update instead of only on a fresh package install
+### Added
+#### New Feature: 🧪 Image Lab  - Conversational Image Generation for ComfyUI
+- We've added a brand new conversational interface for image generation! Image Lab lets you iterate on images naturally through chat, rather than just one-off prompts.
+  - Local-First Power: Native support for Flux Kontext, Qwen Image Edit, and the Apache 2.0-licensed Flux.2 Klein running entirely locally via your ComfyUI backend.
+  - Smart Setup: Stability Matrix automatically detects and helps you download the specific models and LoRAs needed for these local workflows.
+  - Interactive Tools: Drag-and-drop image inputs, use the built-in annotation tool to draw on images, and keep persistent conversation history.
+  - Cloud Option: Includes optional support for Nano Banana (Gemini 3 Pro / 2.5) and Nano Banana 2 (Gemini 3.1 Flash) for users who want to leverage external reasoning models.
+- Added Regional Prompting addon to Inference - paint detailed masks to apply different prompts, strengths, and settings to specific regions of your image
+  - Multi-layer mask editor with Photoshop-style interface for managing layers with independent masks, prompts, colors, and opacity
+  - Professional brush tools: freehand brush/eraser with pressure sensitivity, rectangle/ellipse shapes with fill/stroke modes, paint bucket flood fill
+  - Brush feathering/softness control for smooth, blended mask edges (0 = hard edge, 1 = soft/blurred)
+  - Per-layer prompt and strength controls, export/import masks as PNG, duplicate layers, image reference layers for tracing
+  - GPU-accelerated rendering with compact gzip-compressed metadata serialization
+- Added official Inference support for the **Z-Image** (Base + Turbo), **Anima**, and **Flux.2** model architectures — workflow-appropriate text encoders, latent shapes, schedulers, and model sampling (AuraFlow for Z-Image, `Flux2Scheduler` for Flux.2) are wired up automatically across Text-to-Image and Image-to-Image
+- Added an Inference **Workflow** selector to the Model card with profiles for Default/Checkpoint, Flux, Flux.2, Z-Image Base/Turbo, Anima, HiDream, and Custom
+  - **Auto** (default) detects the workflow from the model's CivitAI metadata, with filename fallbacks for models without metadata, and shows the resolved profile inline below the selector
+  - Sparkle button applies recommended sampler / scheduler / steps / CFG presets for the active workflow — e.g. `res_multistep` / `simple` / 8 steps / CFG 1 for Z-Image Turbo, `er_sde` / `simple` / 30 steps / CFG 4 for Anima, `euler` / 20 steps / CFG 5 for Flux.2
+  - Choosing a non-Auto profile reveals a manual Encoder Type selector for advanced overrides (e.g. running Z-Image Turbo with the `sd3` encoder)
+  - Opening the model browser from the Model card pre-filters to the workflow's compatible base models, without overwriting your saved picker filters
+- Added CivArchive model browser with details page, image viewer, version selector, trigger words, and in-app downloads with tracked progress
+- Added a checkpoint organizer for previewing and reorganizing local models using connected metadata-driven folder and filename patterns (requested in [#280](https://github.com/LykosAI/StabilityMatrix/issues/280), [#424](https://github.com/LykosAI/StabilityMatrix/issues/424))
+- Added a new Model Picker dialog for Inference with grid/list views, search, filtering, and NSFW overlay
+- Added browse buttons to all model dropdowns in Inference (Model, Refiner, VAE, Text Encoders, CLIP Vision)
+- Added an inline search box to model combo box dropdowns with fuzzy matching
+- Added a **Source** button in the Inference SamplerCard that one-click matches your generation Width/Height to the loaded source image — available in Image-to-Image whenever a source image is selected
+- Added popularity counts to booru-style tag completions in the prompt editor; descriptions now show entries like `12.3K · artist` so the more common tags are easier to spot at a glance
+- Added a settings gear button to the CivitAI browser's Base Models filter flyout that jumps straight to the base model filter configuration in Settings
+- Added `er_sde` and `res_multistep` to the Inference sampler list
+- Added `stable_diffusion`, `flux2`, and `lumina2` Encoder Type options for UNet workflows
+- Added a **Bitsandbytes NF4** launch option to Stable Diffusion WebUI Forge - Neo for low-bit (`--bnb`) inference
+- Added an **Activity center**: the sidebar download panel now has a **Notifications** tab alongside **In Progress**. Toasts are clickable — jumping to the downloaded folder, the originating page (e.g. Inference), or the activity panel — and persist into a session notification history (every notification is recorded, even ones suppressed by your settings) with read/unread indicators and a combined unread + active-download badge on the sidebar item
+- Added an **"Always Show Scrollbars"** toggle under **Settings → Appearance**. Defaults on — vertical scrollbars stay visible at their full thickness and reserve real layout space instead of fading to a thin overlay-style bar that only thickens on hover. Toggle off to restore Avalonia's classic auto-hide behavior. Single-line numeric inputs (e.g. SamplerCard Width/Height) keep their auto-hide regardless so spin-buttons aren't followed by a phantom bar
+- Added new shared model folder categories — **Style Models**, **Audio Encoders**, **Model Patches**, and **Background Removal** — for ComfyUI's `style_models`, `audio_encoders`, `model_patches`, and `background_removal` directories. Models in these folders are now indexed and symlinked alongside everything else (e.g. Flux Redux / B-Lora style models, audio encoders for video/audio workflows, BiRefNet background-removal models)
+- Added Intel GPU support for ComfyUI
+- Added "Run Python Command" option to the package card's 3-dots menu for running arbitrary Python code in the package's virtual environment
+- Added a recoverable error dialog for UI thread exceptions, with option to continue instead of exiting
+- Added enable/disable toggle for environment variables in Settings, allowing variables to be temporarily disabled without deleting them
+### Changed
+- Promoted the Encoder Type selector in the Inference Model card out of Advanced Options up to the main card body, so it's visible whenever a non-Auto workflow profile is active (and always when **Custom** is selected)
+- Tidied up the Inference SamplerCard dimensions section — Source/Presets actions are shown as labeled buttons below the dimension row
+- The Inference checkpoint dropdown no longer **resets its scroll position** every time the model list refreshes. The refresh now applies a single combined (local + remote) diff to the underlying source cache, rather than first resetting to local-only and then re-adding remote entries — which previously caused the open dropdown to scroll back to the top
+- Local model autocomplete in the prompt editor now uses substring matching instead of prefix-only — typing any part of a model's filename surfaces it, with names that start with your search still ranked first
+- Single-encoder UNet workflows (Anima, Flux.2, Z-Image) now use the matching CLIPLoader instead of assuming Flux-style dual encoders
+- The CivitAI model details page now collapses the preview-image area and shows a small "No preview images available" hint when a model has no images to display, letting the description card take the full vertical space instead of leaving a large empty region above it
+- Improved the Gemini API error message in Image Lab when the API returns 401/403 to point users at Google's API key restriction policy (which starts blocking unrestricted keys on June 19 2026)
+- Improved safetensor checkpoint classification to correctly detect UNet-only models for Wan Video, HiDream, Z-Image, Hunyuan3D, and diffusers-format Flux architectures, ensuring they are routed to the DiffusionModels folder
+- GGUF checkpoint downloads now go directly to the DiffusionModels folder instead of StableDiffusion
+- Updated AI-Toolkit to install torch 2.9.1 / torchvision 0.24.1 / torchaudio 2.9.1 from the cu128 index to match upstream (ostris/ai-toolkit), with a cu126 fallback for legacy NVIDIA GPUs; also pin numpy to 1.26.4 to avoid a numpy 2.x ABI break in scipy/diffusers that crashed training runs
+- Pinned kohya_ss torch to 2.7.0 / torchvision 0.22.0 (cu128) to match upstream's requirements_pytorch_windows.txt instead of resolving an untested latest, keeping the cu126 legacy-GPU fallback
+- Pinned reForge torch to 2.9.0 to match upstream (modules/launch_utils.py)
+- Updated ComfyUI installs to cu130 (cu126 for legacy NVIDIA GPUs) / rocm7.2 torch indexes depending on GPU
+- Upgraded the bundled Visual C++ redistributable from 2015–2019 (v16) to 2015–2022 (v17, build 14.40.33810+), required by modern native dependencies such as PyTorch and ONNX Runtime
+- Video files can now be opened directly from the Output browser
+- Videos will now appear with thumbnails in the Output browser
+- Configured portable Git to suppress detached HEAD advice messages
+### Fixed
+- Fixed Inference text encoder selections being cleared when navigating away from and back to the Inference tab — encoder slots now ignore the transient null the model dropdown reports while its list refreshes
+- Fixed UNet-only Inference model selection sometimes clearing during model-list refreshes — text encoder slots no longer disappear after generating, cancelling a generation, or reconnecting to ComfyUI
+- Fixed [#1585](https://github.com/LykosAI/StabilityMatrix/issues/1585) - FluxGym installs/updates pulling an incompatible `transformers` version — installs now pin `transformers==4.54.1` and exclude it from the default requirements pass
+- Fixed [#1641](https://github.com/LykosAI/StabilityMatrix/issues/1641) - Cogstudio failing to set up its `inference/gradio_composite_demo` directory when the parent path didn't already exist
+- Fixed [#1650](https://github.com/LykosAI/StabilityMatrix/issues/1650) - ComfyUI-Manager extension installs failing on Linux with `File not found: venv/uv-build-constraints.txt` by no longer leaking the relative build-constraints path into the running package's environment
+- Fixed [#1645](https://github.com/LykosAI/StabilityMatrix/issues/1645) - Strix Halo / Radeon 8060S and other `Display controller`-class integrated GPUs not appearing in the GPU list on Linux
+- Fixed [#1643](https://github.com/LykosAI/StabilityMatrix/issues/1643) - package install and launch failures when `sitecustomize.py` or its compiled bytecode was corrupted by external software (e.g. some antivirus suites); the file now self-heals when out of date and its startup actions can no longer abort interpreter startup
+- Fixed the CivitAI model browser requiring two clicks of Search to show results when all base-model filters were selected — a leftover post-response sanity check from the old single-select base-model UI was rejecting the response the first time, requiring a second search to surface the cached results
+- Fixed CivitAI model cards showing "No versions available" when clicked for some models (typically recently uploaded or updated) even though the model has downloadable versions on the website — the app now retries with a different lookup path when the initial response comes back missing version data
+- Fixed `$#1234` and `civitai.com/models/1234` URL searches returning zero results for some models that exist and are downloadable on the website — the app now retries via a per-model lookup when the batch search misses a requested ID
+- Fixed `$#1234` searches with non-LORA / non-Checkpoint targets returning no results when the **Model Type** dropdown wasn't set to **All** — ID searches intentionally bypass the type and base-model filters in the request, but the post-response check was still rejecting the returned model when its type didn't match the dropdown
+- Fixed clicking a CivitAI model card with an empty version list appearing to do nothing for ~1–2s while the recovery round-trip runs — the clicked card now shows a "Loading..." state during the recovery, and the recovered version data is cached on the card so subsequent clicks are instant
+- Fixed "Invalid download link" error when using the browser extension
+- Fixed downloaded checkpoint going to StableDiffusion folder when a saved download preference existed, even for GGUF files that should always go to DiffusionModels
+- Fixed potential crash when adding metadata to malformed or non-PNG image data in Inference
+- Fixed non-Latin-1 characters (e.g. Japanese, Chinese, Korean, emoji) in image generation parameters being stored in PNG tEXt chunks, violating the PNG specification and causing character corruption (mojibake) in standard-compliant parsers. Non-Latin-1 content now uses spec-compliant iTXt chunks with proper UTF-8 encoding ([#1535](https://github.com/LykosAI/StabilityMatrix/issues/1535))
+- Fixed batch notification firing when only one image is generated
+### Supporters
+#### 🌟 Visionaries
+An enormous thank you to our incredible Visionaries: **Waterclouds**, **bluepopsicle**, **Ibixat**, **Droolguy**, **snotty**, **LG**, **whudunit**, **MrMxyzptlk12836**, **Psilocyfer18731**, **KalAbaddon**, and **moon_milky2843**! This was a huge release, and every bit of it rests on your generosity. Whether you've been cheering us on for years or only just joined, having you in our corner is what makes all of this possible — we're so grateful for you. 💛
+#### 🚀 Pioneers
+And what a Pioneer crew this release! A heartfelt thank-you to the regulars who keep showing up for us — **Szir777**, **[USA]TechDude**, **SinthCore**, **Jisuren**, **Tigon**, **jweg79**, **rwx14662**, **Hurbie53**, **ahnhj.al**, **drew.lukas**, **Tuskaruho**, **Cjloha**, **Alligator1907**, **Bitti**, **damianpointdexter**, **Ghislain G**, and **tmdcks** — your steady support release after release is what keeps us at the keyboard. And the warmest of welcomes to our newest Pioneers: **CommissarGiygas16050**, **qob97515211**, **bastardofbethlehem**, and **Zombop** — we're thrilled you've joined us, and we can't wait to get to know you! (And to our anonymous Pioneer out there too — our thanks reaches you. 💛)
+
 ## v2.16.0-pre.2
 ### Security
 - Updated the bundled 7-Zip binaries (Windows, Linux, macOS) to **26.01**, which includes the fix for the NTFS heap buffer overflow CVE-2026-48095 ([GitHub Security Lab GHSL-2026-140](https://securitylab.github.com/advisories/GHSL-2026-140_7-Zip/), CVSS 8.8) and brings years of accumulated upstream security fixes — the Windows binary in particular had been pinned at the 2018 18.01 release

From 3d73c669551d07f7bff25cccf9c1157762474832 Mon Sep 17 00:00:00 2001
From: jt <mohnjiles@gmail.com>
Date: Sun, 7 Jun 2026 22:19:58 -0700
Subject: [PATCH 217/218] rearrange

---
 CHANGELOG.md | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index ee8a6c9e2..98cdb96e2 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -6,9 +6,6 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2.0.0.html).
 
 ## v2.16.0
-### Security
-- Updated the bundled 7-Zip binaries (Windows, Linux, macOS) to **26.01**, which includes the fix for the NTFS heap buffer overflow CVE-2026-48095 ([GitHub Security Lab GHSL-2026-140](https://securitylab.github.com/advisories/GHSL-2026-140_7-Zip/), CVSS 8.8) and brings years of accumulated upstream security fixes — the Windows binary in particular had been pinned at the 2018 18.01 release
-- Package updates now re-run the prerequisite setup step (as installs already do), so the bundled 7-Zip binary is refreshed on update instead of only on a fresh package install
 ### Added
 #### New Feature: 🧪 Image Lab  - Conversational Image Generation for ComfyUI
 - We've added a brand new conversational interface for image generation! Image Lab lets you iterate on images naturally through chat, rather than just one-off prompts.
@@ -82,11 +79,14 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 - Fixed potential crash when adding metadata to malformed or non-PNG image data in Inference
 - Fixed non-Latin-1 characters (e.g. Japanese, Chinese, Korean, emoji) in image generation parameters being stored in PNG tEXt chunks, violating the PNG specification and causing character corruption (mojibake) in standard-compliant parsers. Non-Latin-1 content now uses spec-compliant iTXt chunks with proper UTF-8 encoding ([#1535](https://github.com/LykosAI/StabilityMatrix/issues/1535))
 - Fixed batch notification firing when only one image is generated
+### Security
+- Updated the bundled 7-Zip binaries (Windows, Linux, macOS) to **26.01**, which includes the fix for the NTFS heap buffer overflow CVE-2026-48095 ([GitHub Security Lab GHSL-2026-140](https://securitylab.github.com/advisories/GHSL-2026-140_7-Zip/), CVSS 8.8) and brings years of accumulated upstream security fixes — the Windows binary in particular had been pinned at the 2018 18.01 release
+- Package updates now re-run the prerequisite setup step (as installs already do), so the bundled 7-Zip binary is refreshed on update instead of only on a fresh package install
 ### Supporters
 #### 🌟 Visionaries
-An enormous thank you to our incredible Visionaries: **Waterclouds**, **bluepopsicle**, **Ibixat**, **Droolguy**, **snotty**, **LG**, **whudunit**, **MrMxyzptlk12836**, **Psilocyfer18731**, **KalAbaddon**, and **moon_milky2843**! This was a huge release, and every bit of it rests on your generosity. Whether you've been cheering us on for years or only just joined, having you in our corner is what makes all of this possible — we're so grateful for you. 💛
+An enormous thank you to our incredible Visionaries: **Waterclouds**, **bluepopsicle**, **Ibixat**, **Droolguy**, **snotty**, **LG**, **whudunit**, **MrMxyzptlk12836**, **Psilocyfer18731**, **KalAbaddon**, and **moon_milky2843**! This was a huge release, and every bit of it rests on your generosity. Whether you've been cheering us on for years or only just joined, having you in our corner is what makes all of this possible. We're so grateful for you. 💛
 #### 🚀 Pioneers
-And what a Pioneer crew this release! A heartfelt thank-you to the regulars who keep showing up for us — **Szir777**, **[USA]TechDude**, **SinthCore**, **Jisuren**, **Tigon**, **jweg79**, **rwx14662**, **Hurbie53**, **ahnhj.al**, **drew.lukas**, **Tuskaruho**, **Cjloha**, **Alligator1907**, **Bitti**, **damianpointdexter**, **Ghislain G**, and **tmdcks** — your steady support release after release is what keeps us at the keyboard. And the warmest of welcomes to our newest Pioneers: **CommissarGiygas16050**, **qob97515211**, **bastardofbethlehem**, and **Zombop** — we're thrilled you've joined us, and we can't wait to get to know you! (And to our anonymous Pioneer out there too — our thanks reaches you. 💛)
+And what a Pioneer crew this release! A heartfelt thank you to the regulars who keep showing up for us: **Szir777**, **[USA]TechDude**, **SinthCore**, **Jisuren**, **Tigon**, **jweg79**, **rwx14662**, **Hurbie53**, **ahnhj.al**, **drew.lukas**, **Tuskaruho**, **Cjloha**, **Alligator1907**, **Bitti**, **damianpointdexter**, **Ghislain G**, and **tmdcks**! Your steady support release after release is what keeps us at the keyboard. And the warmest of welcomes to our newest Pioneers: **CommissarGiygas16050**, **qob97515211**, **bastardofbethlehem**, and **Zombop** — we're thrilled you've joined us, and we can't wait to get to know you! (And to our anonymous Pioneer out there too — our thanks reaches you. 💛)
 
 ## v2.16.0-pre.2
 ### Security

From 0d0f071bf3fb73d7c6e6126bebd1f77d00fd7616 Mon Sep 17 00:00:00 2001
From: JT <mohnjiles@gmail.com>
Date: Sun, 7 Jun 2026 22:20:51 -0700
Subject: [PATCH 218/218] remove extra whitespace

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index a681b0c66..bf6f950a0 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,7 +7,7 @@ and this project adheres to [Semantic Versioning 2.0](https://semver.org/spec/v2
 
 ## v2.16.0
 ### Added
-#### New Feature: 🧪 Image Lab  - Conversational Image Generation for ComfyUI
+#### New Feature: 🧪 Image Lab - Conversational Image Generation for ComfyUI
 - We've added a brand new conversational interface for image generation! Image Lab lets you iterate on images naturally through chat, rather than just one-off prompts.
   - Local-First Power: Native support for Flux Kontext, Qwen Image Edit, and the Apache 2.0-licensed Flux.2 Klein running entirely locally via your ComfyUI backend.
   - Smart Setup: Stability Matrix automatically detects and helps you download the specific models and LoRAs needed for these local workflows.