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Workaround for RoPE computed in bf16 for GPT-NeoX #746

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merged 3 commits into from
Mar 12, 2024
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@regisss regisss commented Feb 29, 2024

What does this PR do?

When using DeepSpeed, the whole model is casted to bf16, including RoPE parameters. This makes the trained model performance much worse so this PR ensures RoPE parameters are computed in fp32.

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  • This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
  • Did you make sure to update the documentation with your changes?
  • Did you write any new necessary tests?

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@regisss regisss merged commit 1e75edd into main Mar 12, 2024
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@regisss regisss deleted the gpt_neox_workaround branch March 12, 2024 21:52
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3 participants