Finetuning #255
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Finetuning #255
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dirkgr
requested changes
Apr 12, 2022
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| @Step.register("subset-data") | ||
| class SubsetData(Step): |
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We have the DatasetRemix step for Tango's DatasetDict. Can we have the same for HF's datasets?
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Will work on it separately: #268 This is technically unrelated to finetuning.
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| def run( # type: ignore[override] | ||
| self, | ||
| model: Lazy[Model], |
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If I want to do some sort of curriculum learning, can I pass in the output of another training step here?
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This can be done once we fix this: #269
dirkgr
approved these changes
Apr 19, 2022
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Changes proposed in this pull request:
transformers::finetunestep, which mostly mimics theTorchTrainStepwith additions for tokenizing the data (and updating the model embeddings). It also contains model-specific defaults for the data collator.RunGenerationnow allows the trained model object as input.Before submitting
section of the
CONTRIBUTINGdocs.Writing docstrings section of the
CONTRIBUTINGdocs.After submitting