Trainer: fail early in the presence of an unsavable generation_config#29675
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gante merged 2 commits intohuggingface:mainfrom Mar 15, 2024
Merged
Trainer: fail early in the presence of an unsavable generation_config#29675gante merged 2 commits intohuggingface:mainfrom
generation_config#29675gante merged 2 commits intohuggingface:mainfrom
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gante
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generation_configgeneration_config
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amyeroberts
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Mar 15, 2024
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Thanks for quickly adding this!
| with warnings.catch_warnings(record=True) as caught_warnings: | ||
| gen_config.validate() | ||
| if len(caught_warnings) > 0: | ||
| raise ValueError(str([w.message for w in caught_warnings])) |
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Will this properly separate out the messages? We might want to add a line break in between the w.message elements
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Yes, it prints a list of str, so it is easy to separate the messages :)
a = ["foo", "bar", "baz"]
raise ValueError(str([msg for msg in a]))
# ValueError: ['foo', 'bar', 'baz']
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What does this PR do?
Fixes #29665
We don't allow saving bad generation config files (i.e. ones whose validation has warnings or exceptions). This check was only done at save time, which happens AFTER training. This PR introduces the same check in the trainer's
__init__, to fail early (and before spending time/$)