Add --no_balance flag to not balance datasets#287
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lauritowal
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lauritowal
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Run with elk elicit gpt2 imdb --no_balance True --disable_cache --max_examples 100 100 --num_gpus 1 --max_inlp_iter 4 and seems to work.
Added some comments though
| binarize: bool = False | ||
| """Whether to binarize the dataset labels for multi-class datasets.""" | ||
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| no_balance: bool = False |
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Why not just make it
balance: bool = True ?
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That would also avoid having that:
balance=not cfg.no_balance
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Because it would be unclear how to use the flag to disable balancing from the CLA. --balance False or something is weirder than --no_balance
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--balance False does not seem weirder than --no_balance True to me.
But okay, it's fine for me
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Yeah I think I agree with you now
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| if max_iter is not None: | ||
| d = min(d, max_iter) | ||
| max_iter = max_iter or d |
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That's just some refactoring which has nothing to do with the balancing I guesS?
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right, I also added a max_iter flag and this was a necessary refactoring
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| def train_supervised( | ||
| data: dict[str, tuple], device: str, mode: str | ||
| data: dict[str, tuple], device: str, mode: str, max_inlp_iter: int | None = None |
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that's a new feature not related to the balancing either, right?
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