FEAT [Trainer / bnb]: Add RMSProp from bitsandbytes to HF Trainer
#29082
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amyeroberts
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Feb 19, 2024
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
…/transformers into add-new-bnb-optims
itazap
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May 14, 2024
…ner` (#29082) * add RMSProp to Trainer * revert some change * Update src/transformers/trainer.py Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com> --------- Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
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What does this PR do?
As requested by the community, this PR adds the support for bnb RMSProp optimizers to HF Trainer !
RMSPropexists in bitsandbytes since its first commit: bitsandbytes-foundation/bitsandbytes@7439924#diff-8384af03566f84c3055f3fee7b1516696a1546d130d63935714af17781d6202b so this PR is compatible with all versions of bnb.I also added nice tests, which all pass on my machine
Fixes: huggingface/trl#1336
cc @amyeroberts and @Titus-von-Koeller FYI !