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🪂 Don't gather logits in SFT to avoid hanging #2890

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merged 3 commits into from
Feb 18, 2025
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@qgallouedec qgallouedec commented Feb 18, 2025

What does this PR do?

Fixes #2879

I'm not sure why it does always hang, but it seems that at some point in the training, always the same, it can hang while trying to gather the logits. The fix consist in gathering only the number of correct tokens and the total number of tokens.

The only way was to copy the content of compute_token_accuracy in the SFTTrainer, which I think should be ok as it is only used once in the codebase.

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@qgallouedec qgallouedec marked this pull request as ready for review February 18, 2025 13:53
@qgallouedec qgallouedec merged commit 6c54f02 into main Feb 18, 2025
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@qgallouedec qgallouedec deleted the fix-hanging-sft branch February 18, 2025 14:31
qgallouedec added a commit that referenced this pull request Feb 18, 2025
* Don't gather logits

* Remove unused function and test
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I guess the reason is the sizes of gathered logits(seq length) do not match. So gathering only the number of correct tokens and the total number of tokens will be a good fix.

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in SFT script, distributed training got stuck if set packing=false
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