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[BugFix] Rebuild InputBatch when max_model_len is auto-reduced - #46884

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linshi-w:fix/mla-block-table-max-model-len
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linshi-w:fix/mla-block-table-max-model-len

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When the engine auto-reduces max_model_len to fit GPU memory after
InputBatch creation, the MLA indexer's expanded_block_table_buffer
gets fewer columns than InputBatch.block_table, causing a shape
mismatch during decode.

may_reinitialize_input_batch() only guarded against block_size
changes, which never fire for FlashMLA (block_size always 64).
Add a max_model_len comparison so the InputBatch is rebuilt.

Fixes #46787

@linshi-w
linshi-w requested a review from njhill as a code owner June 27, 2026 01:50

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@mergify

mergify Bot commented Jul 10, 2026

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This pull request has merge conflicts that must be resolved before it can be
merged. Please rebase the PR, @linshi-w.

https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/working-with-forks/syncing-a-fork

@mergify mergify Bot added the needs-rebase label Jul 10, 2026
@linshi-w
linshi-w force-pushed the fix/mla-block-table-max-model-len branch from 2cb5a9d to a7566d8 Compare July 13, 2026 03:08
@mergify mergify Bot removed the needs-rebase label Jul 13, 2026
@linshi-w
linshi-w force-pushed the fix/mla-block-table-max-model-len branch from a7566d8 to a615753 Compare August 24, 2026 21:34
@linshi-w linshi-w changed the title Title: [BugFix] Rebuild InputBatch when max_model_len is auto-reduced [BugFix] Rebuild InputBatch when max_model_len is auto-reduced Aug 24, 2026
@linshi-w
linshi-w force-pushed the fix/mla-block-table-max-model-len branch from a615753 to 10106a3 Compare August 24, 2026 21:43
@linshi-w

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Hi @njhill, I've rebased this PR onto the latest main — merge
conflicts and DCO are now resolved. Could you take a look and add
the ready label when you have a chance? Thanks!

@njhill njhill added the mrv1-only Issues/PRs which apply only to Model Runner V1 (not applicable to Model Runner V2) label Aug 28, 2026
@mergify

mergify Bot commented Aug 29, 2026

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This pull request has merge conflicts that must be resolved before it can be
merged. Please rebase the PR, @linshi-w.

https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/working-with-forks/syncing-a-fork

@mergify mergify Bot added the needs-rebase label Aug 29, 2026
When the engine auto-reduces max_model_len to fit GPU memory after
InputBatch creation, the MLA indexer's expanded_block_table_buffer
gets fewer columns than InputBatch.block_table.  The existing
may_reinitialize_input_batch() check only guards against block_size
changes, which never fire for FlashMLA (block_size always 64).

Add a max_model_len comparison so the InputBatch (and its block_table)
is rebuilt whenever max_model_len changes, keeping column counts in
sync.

Fixes vllm-project#46787.

Signed-off-by: linshi-w <linshiw.edu@gmail.com>
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[Bug]: MLA indexer block_table shape mismatch when max_model_len is auto-reduced after InputBatch creation

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