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[Train] Training Pipeline #1214

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@horheynm horheynm commented Feb 28, 2025 •
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Order of reviews:
#1206
#1207
#1209
#1212
#1214 <-- Here

SUMMARY:

  • Refactor Training pipeline

TEST PLAN:

  • Pass tests

@horheynm
train - main refac
82b1b62 
Signed-off-by: George Ohashi <[email protected]>
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👋 Hi! Thank you for contributing to llm-compressor. Please add the ready label when the PR is ready for review.

Note: This is required to complete the testing suite, please only add the label once the PR is code complete and local testing has been performed.

This was referenced Feb 28, 2025
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dsikka pushed a commit that referenced this pull request Mar 3, 2025
@horheynm
[Training] Decouple Argument parser (#1207)
7bb517f 
Order of reviews:
#1206
#1207 <-- Here
#1209 
#1212
#1214 

SUMMARY:
* Decouple arg parser to be used for both oneshot and train

TEST PLAN:
* Pass tests
dsikka added a commit that referenced this pull request Mar 5, 2025
@horheynm @dsikka
[Cosmetic] Rename data_args to dataset_args (#1206)
391b202 
Order of reviews:
#1206  <-- Here
#1207
#1209 
#1212
#1214 

SUMMARY:
Rename data_args to dataset_args

TEST PLAN:
Pass tests
FInd `data_args` using `grep`

---------

Signed-off-by: George Ohashi <[email protected]>
Co-authored-by: Dipika Sikka <[email protected]>
dsikka pushed a commit that referenced this pull request Mar 5, 2025
@horheynm
[Training] Datasets - update Module (#1209)
8fc6012 
Order of reviews:
#1206
#1207
#1209 <-- Here
#1212
#1214 

SUMMARY:
* Move dataset logic out of transformers module
`src/llmcompressor/transformers/finetune/data/data_helpers.py`, add it
to `src/llmcompressor/datasets/utils.py`


TEST PLAN:
Pass tests
dsikka pushed a commit that referenced this pull request Mar 6, 2025
@horheynm
[Training] Unifying Preprocess + Postprocessing logic for Train/Onesh…
9d82f35 
…ot (#1212)

Order of reviews:
#1206
#1207
#1209
#1212  <-- Here
#1214

SUMMARY:
* Move the preprocessing and postprocessing logic out of
`src/llmcompressor/transformers/finetune/text_generation.py` and into
`src/llmcompressor/entrypoints/utils.py`

TEST PLAN:
Pass tests
@horheynm horheynm added the ready When a PR is ready for review label Mar 6, 2025
@horheynm horheynm changed the title [Train] Main refac [Train] Training Pipeline Mar 6, 2025
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@brian-dellabetta brian-dellabetta brian-dellabetta approved these changes

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@horheynm @brian-dellabetta