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Support finetuning with the AxoNN backend #1

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Support finetuning with the AxoNN backend #1

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siddharth9820
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@siddharth9820 siddharth9820 commented Jul 1, 2024 •
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Changes apart from AxoNN -

  • multi-node support
  • lower lr of optimizer (the default is too high for finetuning)
  • add gradient clipping

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Evidence for correctness -

  1. Identical loss curves with FSDP in fp-16
    image

@siddharth9820 siddharth9820 requested a review from bhatele July 1, 2024 11:20
@siddharth9820 siddharth9820 force-pushed the axonn-full-finetune branch from 4475d98 to 56e4e1e Compare July 3, 2024 14:37
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@bhatele bhatele Awaiting requested review from bhatele

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