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@DarkLight1337 DarkLight1337 commented Oct 2, 2025

Purpose

Part of #26149

Test Plan

Model and tensor schema tests should pass. I have also run the example script on all four models.

Test Result


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  • The purpose of the PR, such as "Fix some issue (link existing issues this PR will resolve)".
  • The test plan, such as providing test command.
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@DarkLight1337 DarkLight1337 requested a review from ywang96 October 2, 2025 04:47
@mergify mergify bot added the deepseek Related to DeepSeek models label Oct 2, 2025
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
@DarkLight1337 DarkLight1337 force-pushed the merge-by-field-config-2 branch from 6fbc76e to cf7c22d Compare October 2, 2025 04:48
@DarkLight1337 DarkLight1337 requested a review from Isotr0py October 2, 2025 04:49
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Code Review

This pull request refactors several multimodal models to use the new merge_by_field_config feature. This simplifies the input processing logic by removing manual tensor flattening code, such as flatten_bn and other custom reshaping functions. The changes are applied consistently across multiple models including Aria, Aya-Vision, Blip2, Chameleon, Cohere2-Vision, Deepseek-VL2, and Dots-OCR. The refactoring improves code clarity and maintainability by centralizing the input batching logic. The changes appear correct and well-executed.

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/gemini review

@Isotr0py Isotr0py enabled auto-merge (squash) October 2, 2025 06:45
@github-actions github-actions bot added the ready ONLY add when PR is ready to merge/full CI is needed label Oct 2, 2025
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
@DarkLight1337 DarkLight1337 changed the title [Model] Use merge_by_field_config for MM models (D) [Model] Use merge_by_field_config for MM models (D-F) Oct 2, 2025
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Updated Ernie4.5-VL and Fuyu as well

@vllm-bot vllm-bot merged commit cc253b7 into vllm-project:main Oct 2, 2025
49 of 53 checks passed
@DarkLight1337 DarkLight1337 deleted the merge-by-field-config-2 branch October 2, 2025 15:18
pdasigi pushed a commit to pdasigi/vllm that referenced this pull request Oct 2, 2025
…#26076)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
yewentao256 pushed a commit that referenced this pull request Oct 3, 2025
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
tomeras91 pushed a commit to tomeras91/vllm that referenced this pull request Oct 6, 2025
…#26076)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
southfreebird pushed a commit to southfreebird/vllm that referenced this pull request Oct 7, 2025
…#26076)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
xuebwang-amd pushed a commit to xuebwang-amd/vllm that referenced this pull request Oct 10, 2025
…#26076)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
lywa1998 pushed a commit to lywa1998/vllm that referenced this pull request Oct 20, 2025
…#26076)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
alhridoy pushed a commit to alhridoy/vllm that referenced this pull request Oct 24, 2025
…#26076)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
xuebwang-amd pushed a commit to xuebwang-amd/vllm that referenced this pull request Oct 24, 2025
…#26076)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
rtourgeman pushed a commit to rtourgeman/vllm that referenced this pull request Nov 10, 2025
…#26076)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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