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fix: Fix FMHA-based MLA in the generation phase and add MLA unit test #3863

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@PerkzZheng fixes a bug of FMHA-based MLA in the generation phase.
@peaceh-nv modifies the code for SM120.
@jinyangyuan-nvidia adds MLA unit test.
This PR also cherry-picks the modifications in #3675.

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/bot run

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PR_Github #3382 [ run ] triggered by Bot

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PR_Github #3382 [ run ] completed with state SUCCESS
/LLM/main/L0_MergeRequest_PR pipeline #2367 completed with status: 'FAILURE'

PerkzZheng and others added 6 commits April 25, 2025 22:46
Signed-off-by: Perkz Zheng <[email protected]>
Signed-off-by: peaceh <[email protected]>
Signed-off-by: Dylan Chen <[email protected]>
Signed-off-by: Dylan Chen <[email protected]>
Signed-off-by: Jinyang Yuan <[email protected]>
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/bot run

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PR_Github #3399 [ run ] triggered by Bot

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PR_Github #3399 [ run ] completed with state FAILURE
/LLM/main/L0_MergeRequest_PR pipeline #2383 completed with status: 'FAILURE'

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5 participants