fix: Address Hyperparameter issue , validate s3 output path, additional unit tests#5376
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should process_hyperparameter be in util class, rather than in separate fine-tuner interfaces ? |
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The main reason to not choose a common method is , they have different parameter keys for each technique and esp. RLAIF needs a special handling model and prompt parameters. |
mufaddal-rohawala
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Dec 7, 2025
| """Remove hyperparameter keys that are handled by constructor inputs.""" | ||
| if self.hyperparameters: | ||
| # Remove keys that are handled by constructor inputs | ||
| if hasattr(self.hyperparameters, 'data_path'): |
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nit: there is code redundancy improvements possible here. Have an ignore_list somewhere in constants and look over it to delattr.
| # Validate and set EULA acceptance | ||
| self.accept_eula = _validate_eula_for_gated_model(model, accept_eula, is_gated_model) | ||
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| def _process_hyperparameters(self): |
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nit: is there opportunity to have a common mthod somwehere? rather than haning each class take this?
Evan-W-ang
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Jun 8, 2026
…al unit tests (aws#5376) * fix: Fix the recipe selection for multiple recipe scenario * fix: Fix the recipe selection for multiple recipe scenario * fix: Hyperparameter issue fixes, validate s3 output path,additional unit tests --------- Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
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Description of changes:
Testing:
pytest tests/unit/train/
-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html ============================================ 1027 passed, 13 skipped, 45 warnings in 33.89s ============================================By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.