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[Bugfix] Fix missing sequence_lengths in EXAONE-4.5 vision encoder#45073

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hmellor merged 1 commit into
vllm-project:mainfrom
appleparan:ap/fix-exaone45-vision-sequence-lengths
Jun 10, 2026
Merged

[Bugfix] Fix missing sequence_lengths in EXAONE-4.5 vision encoder#45073
hmellor merged 1 commit into
vllm-project:mainfrom
appleparan:ap/fix-exaone45-vision-sequence-lengths

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@appleparan

@appleparan appleparan commented Jun 9, 2026

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Purpose

PR #42787 made the Qwen2.5-VL vision backbone pass sequence_lengths (FlashInfer CuDNN metadata) to every vision block, but the EXAONE-4.5 overrides of the vision block and attention kept the pre-#42787 signature. Since EXAONE-4.5 inherits Qwen2_5_VisionTransformer.forward, any multimodal request now fails with:

TypeError: Exaone4_5_VisionBlock.forward() got an unexpected
keyword argument 'sequence_lengths'

Thread sequence_lengths through Exaone4_5_VisionBlock and EXAONE4_5_VisionAttention into MMEncoderAttention, and register it in the block's dynamic_arg_dims for torch.compile, mirroring the equivalent fix for qwen3_omni_moe_thinker in #35741.

Closes #45071

Test Plan

Test Result

  • pre-commit: all hooks passed
  • Server startup + image inference: It worked

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  • The test plan, such as providing test command.
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  • (Optional) The necessary documentation update, such as updating supported_models.md and examples for a new model.
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@mergify mergify Bot added the bug Something isn't working label Jun 9, 2026
@Isotr0py Isotr0py enabled auto-merge (squash) June 10, 2026 00:58
@github-actions github-actions Bot added the ready ONLY add when PR is ready to merge/full CI is needed label Jun 10, 2026
PR vllm-project#42787 made the Qwen2.5-VL vision backbone pass `sequence_lengths`
(FlashInfer CuDNN metadata) to every vision block, but the EXAONE-4.5
overrides of the vision block and attention kept the pre-vllm-project#42787
signature. Since EXAONE-4.5 inherits `Qwen2_5_VisionTransformer.forward`,
any multimodal request now fails with:

    TypeError: Exaone4_5_VisionBlock.forward() got an unexpected
    keyword argument 'sequence_lengths'

Thread `sequence_lengths` through `Exaone4_5_VisionBlock` and
`EXAONE4_5_VisionAttention` into `MMEncoderAttention`, and register it
in the block's `dynamic_arg_dims` for torch.compile, mirroring the
equivalent fix for qwen3_omni_moe_thinker in vllm-project#35741.

Co-authored-by: Claude <noreply@anthropic.com>
Signed-off-by: Jongsu Liam Kim <jongsukim8@gmail.com>
auto-merge was automatically disabled June 10, 2026 10:24

Head branch was pushed to by a user without write access

@appleparan appleparan force-pushed the ap/fix-exaone45-vision-sequence-lengths branch from 1b15563 to 6835455 Compare June 10, 2026 10:24
@hmellor hmellor merged commit ccc05de into vllm-project:main Jun 10, 2026
68 checks passed
@appleparan appleparan deleted the ap/fix-exaone45-vision-sequence-lengths branch June 10, 2026 14:47
wcynb1023 pushed a commit to wcynb1023/vllm that referenced this pull request Jun 11, 2026
…llm-project#45073)

Signed-off-by: Jongsu Liam Kim <jongsukim8@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Saddss pushed a commit to Saddss/vllm that referenced this pull request Jun 14, 2026
…llm-project#45073)

Signed-off-by: Jongsu Liam Kim <jongsukim8@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
vivek8123 pushed a commit to odh-on-pz/vllm-upstream that referenced this pull request Jun 18, 2026
…llm-project#45073)

Signed-off-by: Jongsu Liam Kim <jongsukim8@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
divineearthly pushed a commit to divineearthly/vllm that referenced this pull request Jun 19, 2026
…llm-project#45073)

Signed-off-by: Jongsu Liam Kim <jongsukim8@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Signed-off-by: divineearthly <divineearthly@gmail.com>
tunglinwood pushed a commit to tunglinwood/vllm that referenced this pull request Jun 22, 2026
…llm-project#45073)

Signed-off-by: Jongsu Liam Kim <jongsukim8@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
nkzhenhua pushed a commit to nkzhenhua/vllm that referenced this pull request Jun 24, 2026
…llm-project#45073)

Signed-off-by: Jongsu Liam Kim <jongsukim8@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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bug Something isn't working ready ONLY add when PR is ready to merge/full CI is needed

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