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[Test][Qwen3-VL] Cover compiled DeepStack input contract - #53529

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Isotr0py merged 3 commits into
vllm-project:mainfrom
maithilijoshi20:fix/issue-53516
Aug 31, 2026
Merged

Isotr0py merged 3 commits into
vllm-project:mainfrom
maithilijoshi20:fix/issue-53516

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@maithilijoshi20

@maithilijoshi20 maithilijoshi20 commented Aug 24, 2026

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Summary

Adds a regression test for the Qwen3-VL DeepStack input contract when the decoder is compiled.

#43617 fixed a correctness problem where compile warmup could call the decoder with deepstack_input_embeds=None. That lets the compiled graph specialize to the no-DeepStack path, so a later multimodal request can ignore real DeepStack features. The fix keeps the argument present and uses zero-backed tensors when there is no payload.

This test covers that sequence:

  1. Run the compiled decoder with an empty, zero-backed DeepStack payload.
  2. Add a known nonzero payload.
  3. Verify that the next compiled call uses it.

It fails if the old num_tokens == 0 early return is brought back.

Scope

This PR does not fix #53516. That report shows a task-specific quality difference when the old guard is restored, but restoring it also reintroduces the compiled-graph correctness bug fixed by #43617. The test here protects the stable input contract while the underlying quality question is investigated separately.

Related work

Testing

  • .venv/bin/python -m pytest tests/compile/test_deepstack_input_contract.py -q 1 passed
  • .venv/bin/python -m pytest tests/model_executor/test_qwen3_vl_mrope.py -q 96 passed
  • .venv/bin/python -m ruff check tests/compile/test_deepstack_input_contract.py passed
  • .venv/bin/python -m ruff format --check tests/compile/test_deepstack_input_contract.py passed

I also ran Qwen3-VL-2B-Instruct on the public stop_sign and cherry_blossom assets. With the stable tensor contract, compiled and eager runs produced the same text. Restoring the old guard changed both outputs, including the reported people count for stop_sign.

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This pull request is from a fork — automated review is disabled. A repository maintainer can comment @claude review to run a one-time review.

@mergify mergify Bot added qwen Related to Qwen models bug Something isn't working labels Aug 24, 2026
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@maithilijoshi20 maithilijoshi20 changed the title [Bugfix] Restore empty Qwen3-VL deepstack fast path [Bugfix][Qwen3-VL] Skip DeepStack buffers without a payload Aug 24, 2026
@maithilijoshi20 maithilijoshi20 changed the title [Bugfix][Qwen3-VL] Skip DeepStack buffers without a payload [Test][Qwen3-VL] Cover compiled DeepStack input contract Aug 25, 2026
Assisted-by: OpenAI Codex
Signed-off-by: maithilijoshi20 <97733343+maithilijoshi20@users.noreply.github.com>
@maithilijoshi20 maithilijoshi20 changed the title [Test][Qwen3-VL] Cover compiled DeepStack input contract [CI/Build][Qwen3-VL] Add compiled DeepStack input regression coverage Aug 25, 2026
@maithilijoshi20 maithilijoshi20 changed the title [CI/Build][Qwen3-VL] Add compiled DeepStack input regression coverage [Test][Qwen3-VL] Cover compiled DeepStack input contract Aug 28, 2026
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Isotr0py enabled auto-merge (squash) August 28, 2026 07:01
@github-actions github-actions Bot added the ready ONLY add when PR is ready to merge/full CI is needed label Aug 28, 2026
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/ci run

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✅ Triggered Buildkite CI #85942 for commit 6660b92fdbd8.

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/ci retry

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✅ The previous CI build is still running: https://buildkite.com/vllm/ci/builds/85942

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/ci retry

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✅ The previous CI build is still running: https://buildkite.com/vllm/ci/builds/85942

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/ci run

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✅ Triggered Buildkite CI #86337 for commit b53cce4e5469.

@Isotr0py
Isotr0py merged commit 9debcd5 into vllm-project:main Aug 31, 2026
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@github-project-automation github-project-automation Bot moved this from To triage to Done in torch.compile integration Aug 31, 2026
am-cohere pushed a commit to am-cohere/vllm that referenced this pull request Sep 1, 2026
…t#53529)

Signed-off-by: maithilijoshi20 <97733343+maithilijoshi20@users.noreply.github.com>
mylibrar pushed a commit to tanyuqian/vllm that referenced this pull request Sep 3, 2026
…t#53529)

Signed-off-by: maithilijoshi20 <97733343+maithilijoshi20@users.noreply.github.com>
D-G-Dimitrov pushed a commit to D-G-Dimitrov/vllm that referenced this pull request Sep 7, 2026
…t#53529)

Signed-off-by: maithilijoshi20 <97733343+maithilijoshi20@users.noreply.github.com>
(cherry picked from commit 9debcd5)
sheralskumar pushed a commit to sheralskumar/vllm that referenced this pull request Sep 8, 2026
…t#53529)

Signed-off-by: maithilijoshi20 <97733343+maithilijoshi20@users.noreply.github.com>
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bug Something isn't working qwen Related to Qwen models ready ONLY add when PR is ready to merge/full CI is needed torch.compile

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Successfully merging this pull request may close these issues.

[Bug]: Qwen3-VL — #43617's removal of the num_tokens == 0 early return costs 27 points of people detection under torch.compile (human-verified)

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