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Allow customization of sdpa in executorch.py #38827

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Merged
merged 1 commit into from
Jun 17, 2025

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kimishpatel
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@kimishpatel kimishpatel commented Jun 15, 2025

What does this PR do?

Earlier PR put executorch specific sdpa and mask function in the export function. This prevent any customization that can be done to sdpa, prior to export. By moving this to init, we still keep the original behavior but allow users like optimum-executorch to override sdpa by setting model.config._attn_implementation.

Fixes # (issue)
optimum-executorch to export with custom sdpa. Mainly this optimum-cli export executorch --model "HuggingFaceTB/SmolLM2-135M" --task "text-generation" --recipe "xnnpack" --output_dir="smollm" --use_custom_sdpa in optimum-executorch should work (although it needs this pr + huggingface/optimum-executorch#82

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@Cyrilvallez @guangy10

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@guangy10 guangy10 left a comment

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Looks good to me. @Cyrilvallez do you have any comment?

Earlier PR put executorch specific sdpa and mask function in the export function. This prevent any customization that can be done to sdpa, prior to export. By moving this to __init__, we still keep the original behavior but allow users like optimum-executorch to override sdpa by setting model.config._attn_implementation.
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LGTM! Thanks a lot! 🤗

@Cyrilvallez Cyrilvallez merged commit 37367c7 into huggingface:main Jun 17, 2025
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3 participants