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Add recipe configs validating #10954

Merged
merged 31 commits into from
Dec 6, 2024
Merged

Add recipe configs validating #10954

merged 31 commits into from
Dec 6, 2024

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BoxiangW
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@BoxiangW BoxiangW commented Oct 19, 2024

What does this PR do ?

Add model config validations for NeMo 2.0

Collection: llm

Changelog

  • Added training and fine-tuning config validation basics for NeMo 2.0.
  • Added unit tests for config validation.

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@BoxiangW BoxiangW self-assigned this Oct 22, 2024
@BoxiangW BoxiangW marked this pull request as ready for review November 4, 2024 21:36
@BoxiangW BoxiangW added Run CICD and removed Run CICD labels Nov 4, 2024
@BoxiangW BoxiangW added Run CICD and removed Run CICD labels Nov 5, 2024
@BoxiangW BoxiangW added Run CICD feature request/PR for a new feature and removed Run CICD labels Nov 5, 2024
@BoxiangW BoxiangW added Run CICD and removed Run CICD labels Nov 5, 2024
@BoxiangW BoxiangW added Run CICD and removed Run CICD labels Nov 5, 2024
@BoxiangW BoxiangW added Run CICD and removed Run CICD labels Nov 8, 2024
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[🤖]: Hi @BoxiangW 👋,

We wanted to let you know that a CICD pipeline for this PR just finished successfully

So it might be time to merge this PR or get some approvals

I'm just a bot so I'll leave it you what to do next.

//cc @pablo-garay @ko3n1g

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[🤖]: Hi @BoxiangW 👋,

We wanted to let you know that a CICD pipeline for this PR just finished successfully

So it might be time to merge this PR or get some approvals

I'm just a bot so I'll leave it you what to do next.

//cc @pablo-garay @ko3n1g

assert trainer.strategy.pipeline_model_parallel_size > 0
assert trainer.strategy.context_parallel_size > 0

# DP validation
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You are assuming here that a user always uses MegatronStrategy, that's not the case. So please add some if-statements in this function

@marcromeyn
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@maanug-nv How does this relate to your work on validation of configs?

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beep boop 🤖: 🙏 The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.


Your code was analyzed with PyLint. The following annotations have been identified:

************* Module nemo.collections.llm.api
nemo/collections/llm/api.py:602:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.llm.gpt.data.mock
nemo/collections/llm/gpt/data/mock.py:33:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/llm/gpt/data/mock.py:75:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/gpt/data/mock.py:86:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/gpt/data/mock.py:91:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/gpt/data/mock.py:96:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.llm.gpt.data.pre_training
nemo/collections/llm/gpt/data/pre_training.py:136:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/llm/gpt/data/pre_training.py:137:0: C0301: Line too long (145/119) (line-too-long)
nemo/collections/llm/gpt/data/pre_training.py:138:0: C0301: Line too long (137/119) (line-too-long)
nemo/collections/llm/gpt/data/pre_training.py:390:0: C0301: Line too long (124/119) (line-too-long)
nemo/collections/llm/gpt/data/pre_training.py:397:0: C0301: Line too long (133/119) (line-too-long)
nemo/collections/llm/gpt/data/pre_training.py:49:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/gpt/data/pre_training.py:60:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/gpt/data/pre_training.py:221:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/gpt/data/pre_training.py:284:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/gpt/data/pre_training.py:313:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/gpt/data/pre_training.py:316:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/gpt/data/pre_training.py:319:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/gpt/data/pre_training.py:337:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/gpt/data/pre_training.py:387:4: C0116: Missing function or method docstring (missing-function-docstring)

-----------------------------------
Your code has been rated at 9.60/10

Thank you for improving NeMo's documentation!

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[🤖]: Hi @BoxiangW 👋,

We wanted to let you know that a CICD pipeline for this PR just finished successfully

So it might be time to merge this PR or get some approvals

I'm just a bot so I'll leave it you what to do next.

//cc @pablo-garay @ko3n1g

@BoxiangW
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BoxiangW commented Dec 3, 2024

Hi @marcromeyn , can you help take a look at this PR again? Thanks

@BoxiangW BoxiangW merged commit d296fb5 into main Dec 6, 2024
169 of 170 checks passed
@BoxiangW BoxiangW deleted the boxiangw/add-config-validation branch December 6, 2024 12:28
youngeunkwon0405 pushed a commit to youngeunkwon0405/NeMo that referenced this pull request Feb 10, 2025
* Init with parallelism validation

* Apply isort and black reformatting

Signed-off-by: BoxiangW <[email protected]>

* Add config checks

* Apply isort and black reformatting

Signed-off-by: BoxiangW <[email protected]>

* fix

* Add unit tests on configs validation

* Add test

* Add copyright

* Change test

* testing

* Test

---------

Signed-off-by: BoxiangW <[email protected]>
Co-authored-by: BoxiangW <[email protected]>
Signed-off-by: Youngeun Kwon <[email protected]>
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5 participants