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[Bugfix][Parser] Preserve quoted Qwen3 tool markup in reasoning - #59821

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denelbjohn18:test/qwen3-quoted-tool-call-regression
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denelbjohn18 wants to merge 2 commits into
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denelbjohn18:test/qwen3-quoted-tool-call-regression

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@denelbjohn18

@denelbjohn18 denelbjohn18 commented Oct 2, 2026 •

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Overview

Fixes #58147. A <tool_call> block quoted as an example inside explicitly closed Qwen3 reasoning was executed as a real tool call. The parser now defers a tool opener seen during reasoning until </think> or the end of the stream.

Claims

  • Tool-shaped text inside explicitly closed Qwen3 reasoning stays reasoning and is never executed.
  • Implicit-end tool calls (no </think>) keep working, including through the reasoning adapter.
  • Qwen3-derived parsers (Nemotron, MiMo, SeedOSS, Granite) are unchanged.

Validation

  • python -m pytest tests/parser/engine/: 6,030 passed across 23 files on the branch rebased onto main at 1a5b187.
  • Shared-parser regression run over every file in tests/parser, tests/reasoning and tests/tool_parsers: about 7,870 passed, 0 failures. tests/tool_parsers/test_llama3_json_tool_parser.py could not run locally because it downloads a gated Hugging Face checkpoint (401 without a token).
  • The new tests in tests/parser/engine/test_qwen3.py fail on main without the fix (10 failed, 76 passed) and pass with it (86 passed). They cover quoted markup in streaming reasoning, explicit close, a later real tool call, implicit-end calls, adapter finish with complete and partial spans, split markers, multiple quoted spans, empty spans, reset, and skip-tool-parsing mode.
  • Existing implicit-end streaming expectations pass unchanged; neither existing Qwen3 reasoning test file was edited.
  • Ruff check, Ruff format check, and git diff --check pass.

Reproduce the bug and check the fix: python -m pytest tests/parser/engine/test_qwen3.py tests/parser/engine/test_parser_engine.py -q (214 passed).

Details

Root cause: the parser fired the implicit (REASONING, TOOL_START) transition on sight, so a quoted example inside reasoning became a real call. Design: hold the opener and its span while reasoning is open. An explicit </think> returns the span as reasoning; reaching stream end replays it through the existing implicit-end path. The hold is an opt-in config flag, default off, enabled only for base Qwen3 with thinking on and a prompt inside an open think block.

In the issue thread, I reproduced and diagnosed the behavior. ArtyomITA explored an environment-flag alternative, then abandoned it because it broke seven implicit-end tests and the use case in #39056. #57553 is related follow-up work for Qwen3-derived parsers.

Tradeoffs: for Qwen3 thinking requests, implicit-end tool calls resolve at stream end rather than incrementally; the held span stays buffered until resolution; a small finish option (resolve_deferred_tool_start) was added to the parser engine so the reasoning adapter can resolve a held span at stream end. It is an internal parser-engine hook, not a serving/API option.

AI-assisted with Cursor; all changes reviewed and verified by me.


Pull Request Checklist
  • I used vLLM's /pr-checklist skill. (Mandatory for agents, optional for humans).

  • AI assistance was used during the creation of this PR.

  • Design Fit: Minimizes impact on core components, reuses existing functionality, and justifies added complexity.

  • Testing and Validation: Validates the change and ensures any added tests are meaningful and reliable, with CI coverage or documented CI resource constraints and validation performed outside CI.

  • Code Quality and Style: Keeps code and comments clear and concise, and updates relevant documentation and examples.

  • Pull Request Contents: Includes a brief summary and relevant links, supports claims with evidence, explains root causes and implementation trade-offs, and follows the contributing guide.

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@mergify mergify Bot added qwen Related to Qwen models tool-calling bug Something isn't working labels Oct 2, 2026
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@denelbjohn18

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Hi @aarnphm, @sfeng33, and @bbrowning - when you have a chance, could you take a look at this PR? I added the regression tests and checked the existing parser tests. I'm happy to make changes if needed.

@mergify

mergify Bot commented Oct 16, 2026

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This pull request has merge conflicts that must be resolved before it can be
merged. Please rebase the PR, @denelbjohn18.

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

…oning

Related to vllm-project#58147. Tests drafted with AI assistance (Cursor agent).

Signed-off-by: Denel John <denelbjohn18@gmail.com>
Defer tool-start parsing in Qwen3 reasoning until the parser sees an explicit reasoning close or the stream ends. Preserve tool-shaped examples inside explicitly closed reasoning, while keeping implicit-end tool calls working through the reasoning adapter. Related to vllm-project#58147.

Signed-off-by: Denel John <denelbjohn18@gmail.com>
@denelbjohn18
denelbjohn18 force-pushed the test/qwen3-quoted-tool-call-regression branch from 6df47e8 to 8a9dfb8 Compare October 16, 2026 18:23
@mergify mergify Bot removed the needs-rebase label Oct 16, 2026
@arpera arpera moved this from Unsorted queue to Unsorted PRs in Tool Calling (arpera) Oct 19, 2026
@arpera arpera moved this from Unsorted PRs to not interested in Tool Calling (arpera) Oct 19, 2026
@arpera arpera removed this from Tool Calling Oct 21, 2026
@thediymaker

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An independent repro, plus one path this does not cover yet.

On Qwen3.6-27B and Qwen3.6-35B-A3B (3 tool-call cases x 40 samples, T=0.6, qwen3 reasoning parser), the implicit end gave 110/120 and 115/120. The 27B failures were 7 calls named example_function_name (the template's own example, quoted while thinking) and 3 duplicates. Ending reasoning only at </think> gave 120/120 and 240/240.

The gap: this PR defers the transition in the streaming parser, but (REASONING, TOOL_START) still carries REASONING_END, so _derive_reasoning_end_token_ids still includes <tool_call>. The structured-output manager uses find_reasoning_end / is_reasoning_end from that set (_get_constraint_bounds). With tool_choice="required" or a named tool, the grammar can start with <tool_call>, so _masked_reasoning_ends does not mask it, and the grammar switches on at the quoted opener and forces it into a call. The held span then resolves through the implicit-end path at stream end. A test that runs a required tag through StructuredOutputManager would show it. When deferral is on, one option is to drop <tool_call> from the reasoning-end ids. Our local fix (opt-in, for models that always close </think>) removes both the transition and that id.

AI assistance was used in preparing this comment.

@denelbjohn18

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@thediymaker thanks for the detailed repro and for catching the structured-output path. I checked it locally on CPU with an external probe using the real qwen_3_coder grammar through StructuredOutputManager. With tool_choice required or a named tool, the quoted <tool_call> flips reasoning_ended and starts grammar enforcement. This also broke the case with a quoted opener followed by and a real call.

A genuine call without passed the same probe. It relies on that same <tool_call> reasoning-end id for grammar enforcement. Dropping the id while deferral applies would fix the quoted cases, but remove grammar enforcement from that currently working path.

Before I make that change, is the intended behaviour to require before grammar enforcement starts when deferral applies, even for required/named calls? I'd appreciate a maintainer's read too, so I don't silently change the existing behaviour.

These checks were local, with no model sampling. I haven't pushed a change yet. Cursor helped with the analysis and probe.

@thediymaker

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Our read, for what it is worth (a maintainer should make the call): yes, when deferral applies, requiring </think> before grammar enforcement is the consistent choice. Deferral already treats an unclosed <tool_call> inside reasoning as possibly quoted text, and enforcement keyed on that same id contradicts it.

The cost is narrower than it looks. With thinking disabled, the prompt already carries a closed think block, so reasoning has ended before the first token and enforcement starts as today. The path that loses enforcement is a model that emits a real call while still thinking and never closes </think>. That call still parses through the implicit-end path at stream end, just unconstrained, which is how tool_choice="auto" handles it today.

For the Qwen3.6 models we measured, which close </think> before calling, ending reasoning only at </think> gave 120/120 and 240/240 against 110/120 and 115/120 with the implicit end. If the trade-off is a concern, the id could be dropped only when deferral is active, so models and configs without deferral keep today's behaviour.

AI assistance was used in preparing this comment.

@mergify

mergify Bot commented Oct 31, 2026

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This pull request has merge conflicts that must be resolved before it can be
merged. Please rebase the PR, @denelbjohn18.

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

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bug Something isn't working needs-rebase qwen Related to Qwen models tool-calling

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[Bug]: Qwen3 parser turns tool-call markup the model quotes into real tool calls (names outside request.tools, and duplicates of offered ones)

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