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Summary:
This pull request channels the causal mask to our wrapper.

Test Plan:
PJRT_DEVICE=TPU python test/test_pallas.py -v -k test_flash_attention_wrapper_causal

Revert the default
@alanwaketan
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Thanks, Jack.

@alanwaketan alanwaketan merged commit 046f910 into r2.3 Mar 27, 2024
@alanwaketan alanwaketan deleted the alanwaketan/backport-1 branch March 27, 2024 21:48
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