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Adding serialization to all Auto* objects in HuggingFace transformers #11645

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@marcromeyn marcromeyn self-assigned this Dec 18, 2024
marcromeyn and others added 5 commits December 18, 2024 10:41
Signed-off-by: Marc Romeyn <[email protected]>
Signed-off-by: Marc Romeyn <[email protected]>
Signed-off-by: Marc Romeyn <[email protected]>
@marcromeyn marcromeyn marked this pull request as ready for review December 18, 2024 12:32
@marcromeyn marcromeyn enabled auto-merge (squash) December 18, 2024 12:32
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Can we add tests for this? Something of the form

hf_autoclass = ...
_file = io.dump(hf_model)
loaded = io.load(file)
loaded == hf_autoclass

@@ -632,8 +632,10 @@ def _io_path_elements_fn(x):
return x.__io__.__path_elements__()


def _artifact_transform_save(cfg: fdl.Config, output_path: Path, relative_dir: Path = "."):
for artifact in getattr(cfg.__fn_or_cls__, "__io_artifacts__", []):
def _artifact_transform_save(instance, cfg: fdl.Config, output_path: Path, relative_dir: Path = "."):
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nit: Change default to Path(".")

Returns:
The loaded HuggingFace model
"""
return auto_cls.from_pretrained(pretrained_model_name_or_path)
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@marcromeyn can we add trust_remote_code option?

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3 participants