docs: add all copywrite changes from (#920) by akoumpa · Pull Request #1125 · NVIDIA-NeMo/Automodel

akoumpa · 2026-01-27T20:22:05Z

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Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>

copy-pr-bot · 2026-01-27T20:22:09Z

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jgerh

Reviewed files again. Only two minor copyedits.

jgerh · 2026-01-27T20:58:16Z

Suggested change

- Imports are allowed from common safe prefixes (e.g., `nemo_automodel`, `torch`, `transformers`, …).

jgerh · 2026-01-27T20:58:44Z

Suggested change

- `str(cfg)` / `repr(cfg)` prints placeholders (e.g., `${DATABRICKS_TOKEN}`), not resolved secrets.

* fix pp batch issue Signed-off-by: Zhiyu Li <zhiyul@NVIDIA.com> * lint Signed-off-by: Zhiyu Li <zhiyul@NVIDIA.com> --------- Signed-off-by: Zhiyu Li <zhiyul@NVIDIA.com>

* stream writes Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * add test Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * fix Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * fix Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> --------- Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>

Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com>

* explain patch_inner_model and patch_causal_lm_model more Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update pipelining.md * Update pipelining.md * Update pipelining.md * Update docs/guides/pipelining.md Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com> * Update pipelining.md --------- Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com>

* add duration time for test logging (top-10) Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * Update run_test.sh --------- Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>

* Address CVEs Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Update uv lock Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> * Update setuptools Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Update uv lock Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> --------- Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> Co-authored-by: thomasdhc <thomasdhc@users.noreply.github.com>

* add qwen3 235b recipe Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * fix Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * add tests Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * fmt Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * rm duplicate freeze config Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * fix args Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * update vlm test to unfreeze emb Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * fix Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * update tests Signed-off-by: HuiyingLi <willwin.lee@gmail.com> --------- Signed-off-by: HuiyingLi <willwin.lee@gmail.com> Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> Co-authored-by: Alexandros Koumparoulis <153118171+akoumpa@users.noreply.github.com> Co-authored-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>

* chore: refactor common te module Signed-off-by: Zhiyu Li <zhiyul@NVIDIA.com> * chore: refactor common te module Signed-off-by: Zhiyu Li <zhiyul@NVIDIA.com> * fix test Signed-off-by: Zhiyu Li <zhiyul@NVIDIA.com> --------- Signed-off-by: Zhiyu Li <zhiyul@NVIDIA.com>

* add ortho optimizers Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * fmt Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * format Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * add shard placement fn and dion tp Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * Add dion config Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * add tests Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * update dep Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * Update uv lock Signed-off-by: HuiyingLi <HuiyingLi@users.noreply.github.com> * fix tests Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * fmt Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * copyright Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * sync optimizer state Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * update recipe Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * copyright Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * update dep Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * Update uv lock Signed-off-by: HuiyingLi <HuiyingLi@users.noreply.github.com> * update dep Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * Update uv lock Signed-off-by: HuiyingLi <HuiyingLi@users.noreply.github.com> * revert dion tp Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * fix Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * fix Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * Update uv lock Signed-off-by: HuiyingLi <HuiyingLi@users.noreply.github.com> * fix Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * fix test Signed-off-by: HuiyingLi <willwin.lee@gmail.com> --------- Signed-off-by: HuiyingLi <willwin.lee@gmail.com> Signed-off-by: HuiyingLi <HuiyingLi@users.noreply.github.com> Co-authored-by: HuiyingLi <HuiyingLi@users.noreply.github.com>

* update vlm/llm coverage tables Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * recapitalize Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * remove Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * update hints Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * fix Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * Update README.md --------- Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>

Fix release docs syntax error Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com>

update new models Signed-off-by: Huiying Li <willwin.lee@gmail.com>

* add custom loss Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * format Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * fmt Signed-off-by: HuiyingLi <willwin.lee@gmail.com> --------- Signed-off-by: HuiyingLi <willwin.lee@gmail.com>

* Implements DoRA Signed-off-by: Naveenraj Kamalakannan <therealnaveenkamal@gmail.com> * added test_hf_peft_dora_checkpoint Signed-off-by: Naveenraj Kamalakannan <therealnaveenkamal@gmail.com> * added cli args to conftest Signed-off-by: Naveenraj Kamalakannan <therealnaveenkamal@gmail.com> * name fix Signed-off-by: Naveenraj Kamalakannan <therealnaveenkamal@gmail.com> --------- Signed-off-by: Naveenraj Kamalakannan <therealnaveenkamal@gmail.com> Co-authored-by: Alexandros Koumparoulis <153118171+akoumpa@users.noreply.github.com>

* move perf to the top Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * add last update footer Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> --------- Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>

* remove _original_strings Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * fix Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * fix Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> --------- Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>

* fix: add force_hf for vanialla hf llama in hf recipe Signed-off-by: Zhiyu Li <zhiyul@NVIDIA.com> * fix llama3 8b Signed-off-by: Zhiyu Li <zhiyul@NVIDIA.com> --------- Signed-off-by: Zhiyu Li <zhiyul@NVIDIA.com>

* feat: Add Minimax M2 model implementation Signed-off-by: Hemil Desai <hemild@nvidia.com> * fix Signed-off-by: Hemil Desai <hemild@nvidia.com> --------- Signed-off-by: Hemil Desai <hemild@nvidia.com>

* feat: Add GroupedExpertsTE backend Signed-off-by: Hemil Desai <hemild@nvidia.com> * fix Signed-off-by: Hemil Desai <hemild@nvidia.com> * fix Signed-off-by: Hemil Desai <hemild@nvidia.com> * fix Signed-off-by: Hemil Desai <hemild@nvidia.com> --------- Signed-off-by: Hemil Desai <hemild@nvidia.com>

* lower-bound megatronfsdp version Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * Update uv lock Signed-off-by: akoumpa <akoumpa@users.noreply.github.com> --------- Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> Signed-off-by: akoumpa <akoumpa@users.noreply.github.com> Co-authored-by: akoumpa <akoumpa@users.noreply.github.com>

* add ministral3 parallel plan Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * fix qwen3 sp Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * pytest import fix Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * fix Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * f Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * add tests Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * add qwen seq Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * add fused-linear-ce functional test Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * lint Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * fix Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * lint Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * fix Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * fix Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * fmt Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * fix Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * more fix Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * fix Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * fix Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * sum over vocab Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * add alias sharding Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> --------- Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>

* update filenames Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * update top links Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> --------- Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>

* staging Signed-off-by: adil-a <adil.asif2000@hotmail.com> * clean Signed-off-by: adil-a <adil.asif2000@hotmail.com> * removing *_size from signature Signed-off-by: adil-a <adil.asif2000@hotmail.com> * refactoring tp plan logic Signed-off-by: adil-a <adil.asif2000@hotmail.com> * changes to other recipes Signed-off-by: adil-a <adil.asif2000@hotmail.com> * unit tests Signed-off-by: adil-a <adil.asif2000@hotmail.com> * fixing configs Signed-off-by: adil-a <adil.asif2000@hotmail.com> * lint Signed-off-by: adil-a <adil.asif2000@hotmail.com> * update tests Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * l2 tests Signed-off-by: adil-a <adil.asif2000@hotmail.com> --------- Signed-off-by: adil-a <adil.asif2000@hotmail.com> Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> Co-authored-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>

* update filenames Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * update top links Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * Update README.md mimimax * Update README.md --------- Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>

* Fix checkpoint auto-loading and add explicit restore control Checkpoints are no longer automatically loaded. Users must explicitly set `checkpoint.restore_from` to resume training. * fix Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * fix Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * simplify Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * format Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * add recipe signature check Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * update behavior: if ckpt exists but incompatible warn+ignore instead of crash Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * fix Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * use cached assets Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> --------- Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> Co-authored-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> Co-authored-by: Alexandros Koumparoulis <153118171+akoumpa@users.noreply.github.com>

* fix Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * finally Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * fix Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * fix Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * fix Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * break build_model_and_optimizer into two functions Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * simpify Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> --------- Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>

[fix]: temp walk around VocabParallelEmbedding to address OOM Signed-off-by: Zhiyu Li <zhiyul@NVIDIA.com>

Upgrade gnupg to address cve Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com>

akoumpa · 2026-02-10T11:31:46Z

I'm not sure what happened here, Im closing this one.

docs: add all copywrite changes from #1120 (#1123)

8473ee6

Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>

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jgerh reviewed Jan 27, 2026

View reviewed changes

akoumpa changed the title ~~docs: add all copywrite changes from #920 (#1123)~~ docs: add all copywrite changes from (#920) Jan 27, 2026

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ZhiyuLi-Nvidia and others added 29 commits February 5, 2026 06:36

fix: fix pp batch issue in step3p5 (#1171)

1c5c02d

* fix pp batch issue Signed-off-by: Zhiyu Li <zhiyul@NVIDIA.com> * lint Signed-off-by: Zhiyu Li <zhiyul@NVIDIA.com> --------- Signed-off-by: Zhiyu Li <zhiyul@NVIDIA.com>

feat: add deepseek 3.2 support (#1143)

f258802

docs: 🤗 Hugging Face Transformers API compatibility (#1146)

7536edf

Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com>

ci: add duration time logging (top-32) for tests (#1173)

e2a9268

* add duration time for test logging (top-10) Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * Update run_test.sh --------- Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>

ci: Fix release docs syntax error (#1183)

4ed266e

Fix release docs syntax error Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com>

docs: update new models (#1188)

75d8bae

update new models Signed-off-by: Huiying Li <willwin.lee@gmail.com>

fix: add nemotron parse custom loss (#1189)

a3a8c68

* add custom loss Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * format Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * fmt Signed-off-by: HuiyingLi <willwin.lee@gmail.com> --------- Signed-off-by: HuiyingLi <willwin.lee@gmail.com>

ci: add docs render date (#1186)

691da05

* move perf to the top Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * add last update footer Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> --------- Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>

fix: add force_hf for vanilla hf llama in hf recipe (#1177)

7fbfd24

* fix: add force_hf for vanialla hf llama in hf recipe Signed-off-by: Zhiyu Li <zhiyul@NVIDIA.com> * fix llama3 8b Signed-off-by: Zhiyu Li <zhiyul@NVIDIA.com> --------- Signed-off-by: Zhiyu Li <zhiyul@NVIDIA.com>

feat: Add Minimax M2 model implementation (#1191)

5f63eb4

* feat: Add Minimax M2 model implementation Signed-off-by: Hemil Desai <hemild@nvidia.com> * fix Signed-off-by: Hemil Desai <hemild@nvidia.com> --------- Signed-off-by: Hemil Desai <hemild@nvidia.com>

docs: update paths (#1194)

f0122ef

* update filenames Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * update top links Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> --------- Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>

fix: temp walk around VocabParallelEmbedding to address OOM (#1197)

c444569

[fix]: temp walk around VocabParallelEmbedding to address OOM Signed-off-by: Zhiyu Li <zhiyul@NVIDIA.com>

ci: Upgrade gnupg to address cve (#1202)

31e3e1e

Upgrade gnupg to address cve Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com>

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docs: add all copywrite changes from (#920)#1125

docs: add all copywrite changes from (#920)#1125
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	- Imports are allowed from common safe prefixes (e.g., `nemo_automodel`, `torch`, `transformers`, …).


	- `str(cfg)` / `repr(cfg)` prints placeholders (e.g., `${DATABRICKS_TOKEN}`), not resolved secrets.

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