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Fix CPU 16 bytes alignment issue using equivalent fallback#44970

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IlyasMoutawwakil merged 11 commits intomainfrom
fix-cpu-grouped-mm-non-alignment
Mar 25, 2026
Merged

Fix CPU 16 bytes alignment issue using equivalent fallback#44970
IlyasMoutawwakil merged 11 commits intomainfrom
fix-cpu-grouped-mm-non-alignment

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@IlyasMoutawwakil IlyasMoutawwakil commented Mar 24, 2026

What does this PR do?

This fixes it once and for all 🙏

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@IlyasMoutawwakil IlyasMoutawwakil marked this pull request as ready for review March 24, 2026 13:57
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Super nice 🤗

Comment thread src/transformers/integrations/moe.py Outdated
weight.device.type == "cpu" and is_torch_less_or_equal("2.10") and (weight.data_ptr() % 16 != 0)
):
# torch.grouped_mm is not supported in torch.compile with dtypes other than bfloat16
# before PyTorch 2.11, torch.grouped_mm on CPU required 16 bytes alignment which is not
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Can we make it more of a list in the comment, e.g. under the following conditions we cannot use native grouped mm from torch: ...

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The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

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LGTM, aligned with our offline discussion, thanks a lot!

@IlyasMoutawwakil IlyasMoutawwakil added this pull request to the merge queue Mar 25, 2026
Merged via the queue into main with commit c3b41c6 Mar 25, 2026
30 checks passed
@IlyasMoutawwakil IlyasMoutawwakil deleted the fix-cpu-grouped-mm-non-alignment branch March 25, 2026 09:01
zucchini-nlp pushed a commit to zucchini-nlp/transformers that referenced this pull request Mar 27, 2026
…ce#44970)

* fix 16 bytes alignement issue

* add issue for reference

* test fix for non-aligned inputs as well

* avoid dims non divisible by 8 for grouped_mm testing

* test

* style

* final fix that works for cpu builds as well

* move coment
NielsRogge pushed a commit to NielsRogge/transformers that referenced this pull request Mar 30, 2026
…ce#44970)

* fix 16 bytes alignement issue

* add issue for reference

* test fix for non-aligned inputs as well

* avoid dims non divisible by 8 for grouped_mm testing

* test

* style

* final fix that works for cpu builds as well

* move coment
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4 participants