Update no_trainer scripts with new Accelerate functionalities#16617
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Update no_trainer scripts with new Accelerate functionalities#16617
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sgugger
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Thanks for working on those examples! Left a couple of comments, but looks pretty good already!
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
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Thanks for duplicating the effort across all the examples!
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Update the
no_trainerscripts to keep aligned with Accelerate capabilitiesWhat does this add?
Updates all
no_trainerscripts to use the latest capabilities.Why is it needed?
Accelerate had a number of new capabilities added, including better saving/loading, experiment tracking, and support for LR Schedulers. As a result, much of the current scripts can either be simplified from their hard-coded behaviors, or have these features added
Modified scripts with potential major changes:
language-modelingmultiple-choicequestion-answeringsummarizationtext-classificationtoken-classificationtranslationThe speech fine-tuning will be updated in a later PR
Basic usage examples:
accelerate launch language-modeling/run_clm_no_trainer --checkpointing_steps "epoch"accelerate launch language-modeling/run_clm_no_trainer --resume_from_checkpoint "epoch_1"Anticipated maintence burden? (What will happen in say, 3 months if something changes)
As it gets more widly used, these scripts might need small updates if we find the end-users prefer a different experience when it comes to logging, or other small bugfixes we find as time goes on.