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Fix FA2 inference equivalence failures for Whisper (closes #29942)#45303

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juliabush wants to merge 1 commit intohuggingface:mainfrom
juliabush:fix/whisper-final
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Fix FA2 inference equivalence failures for Whisper (closes #29942)#45303
juliabush wants to merge 1 commit intohuggingface:mainfrom
juliabush:fix/whisper-final

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What does this PR do?

Fixes #29942

Flash Attention 2 inference equivalence tests for Whisper can fail due to higher numerical variance compared to the eager attention implementation.

This PR increases the tolerance (atol, rtol) specifically for Whisper FA2 tests to account for this behavior. The change is scoped only to Whisper tests and does not affect global test tolerances.

Motivation

From the issue discussion, Whisper exhibits larger deviations in decoder hidden states under Flash Attention 2. This leads to test failures even though the behavior is still functionally correct.

Other models do not require this adjustment, so the fix is applied locally rather than modifying shared test utilities.

Changes

  • Override FA2 inference equivalence tests in Whisper:
    • test_flash_attn_2_inference_equivalence
    • test_flash_attn_2_inference_equivalence_right_padding
  • Increase tolerance to atol=2e-1, rtol=2e-1

Notes

  • This avoids weakening global test guarantees in test_modeling_common.py
  • Aligns with prior discussion suggesting Whisper-specific instability

Code Agent Policy

  • I confirm that this is not a pure code agent PR.

Before submitting

  • This PR fixes a typo or improves the docs (not applicable)
  • Did you read the contributor guideline?
  • Was this discussed/approved via a Github issue? (Failing Flash Attention 2 tests #29942)
  • Did you update documentation? (not needed)
  • Did you write new tests? (not needed)

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Failing Flash Attention 2 tests

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