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OpenPipe / ART Public

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feat: Improved metrics in ART#609

Open

vivekkalyan wants to merge 47 commits intomainOpenPipe/ART:mainfrom

feat/improved-metricsOpenPipe/ART:feat/improved-metricsCopy head branch name to clipboard

Conversation Commits47 (47)Checks Files changed

Open

feat: Improved metrics in ART#609
vivekkalyan wants to merge 47 commits intomainfrom
feat/improved-metrics

Commits

Commits on Mar 5, 2026

test: Capture baseline metric routing behavior
vivekkalyan
committed
feat: Add section-aware metric routing and W&B taxonomy registration
vivekkalyan
committed
feat: Add MetricsBuilder with hierarchical cost rollups
vivekkalyan
committed
test: Capture baseline train trajectory metric routing
vivekkalyan
committed
feat: Route train trajectory metrics and log costs via MetricsBuilder
vivekkalyan
committed
feat: Rename train metrics to reward, loss, and throughput sections
vivekkalyan
committed
feat: Persist MetricsBuilder cumulative state across resume
vivekkalyan
committed
feat: Emit canonical train metric keys at source
vivekkalyan
committed
docs: Add metrics taxonomy guide and smoke example
vivekkalyan
committed
fix: Bind nested cost metrics to training_step in W&B
vivekkalyan
committed
feat: Add API cost decorator and metrics context wiring
vivekkalyan
committed
test: Add coverage for API cost decorator and context routing
vivekkalyan
committed
docs: Add API cost decorator guide and smoke demo
vivekkalyan
committed
fix: Parse entity and project in metrics smoke config
vivekkalyan
committed

Commits on Mar 9, 2026

test: Cover metrics builder resume and cumulative routing
vivekkalyan
committed
fix: Restore MetricsBuilder cumulative state and routing
vivekkalyan
committed
test: Cover taxonomy timing and data metrics
vivekkalyan
committed
feat: Emit time and data metrics across training flows
vivekkalyan
committed
docs: Document auto-emitted taxonomy metrics
vivekkalyan
committed
feat: Add yes-no-maybe metrics example
vivekkalyan
committed
fix: Load MetricsBuilder state before builder access
vivekkalyan
committed
fix: Preserve gradient step metrics in train outputs
vivekkalyan
committed
fix: Skip stale MetricsBuilder flush outputs
vivekkalyan
committed
fix: Normalize Model.log inputs once
vivekkalyan
committed
refactor: Share training metric aggregation helpers
vivekkalyan
committed
refactor: Simplify MetricsBuilder state access
vivekkalyan
committed
refactor: Extract API cost tracking helpers
vivekkalyan
committed
fix: Simplify Metrics Logging And Cumulative Naming
vivekkalyan
committed
fix: Require Model-Aware Api Cost Pricing
vivekkalyan
committed
fix: Normalize Unsloth Eval Metric Routing
vivekkalyan
committed
fix: Align Wandb Logging With Training Step
vivekkalyan
committed
refactor: Use Backend Train In Metrics Demo
vivekkalyan
committed
feat: Add LocalBackend wall time and GPU cost metrics
vivekkalyan
committed
refactor: Rely On LocalBackend metrics in demo
vivekkalyan
committed

Commits on Mar 10, 2026

fix: preserve out-of-order wandb metric logging
vivekkalyan
committed
fix: account for cached API token pricing
vivekkalyan
committed
test: add live API cost smoke tests
vivekkalyan
committed
refactor: Rename API cost module
vivekkalyan
committed
docs: Remove metrics taxonomy smoke example
vivekkalyan
committed
refactor: Simplify metrics cost helpers
vivekkalyan
committed
refactor: Simplify metric taxonomy key handling
vivekkalyan
committed
refactor: Canonicalize cost and throughput keys
vivekkalyan
committed
Merge branch 'main' into feat/improved-metrics
vivekkalyan
committed
refactor: Require explicit API cost provider and model
vivekkalyan
committed
docs: Replace metrics taxonomy note
vivekkalyan
committed
style: Apply ruff format
vivekkalyan
committed
fix: Resolve ty failures in API cost and Unsloth
vivekkalyan
committed

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