[Bugfix] Preserve reasoning in streaming deltas spanning phase boundary#43055
[Bugfix] Preserve reasoning in streaming deltas spanning phase boundary#43055ashwing wants to merge 7 commits into
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Code Review
This pull request addresses a bug where reasoning content could be lost during speculative decoding when a token batch spans the boundary between reasoning and content. It introduces a regression test and modifies the parse_delta method in abstract_parser.py to preserve the reasoning field when the tool parser processes a boundary delta. Feedback suggests making the preservation logic more robust by ensuring other fields, such as role, are also carried over if set during the reasoning phase.
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| # Preserve reasoning from boundary deltas (e.g. when speculative | ||
| # decoding accepts a batch spanning the reasoning/content boundary). | ||
| saved_reasoning = delta_message.reasoning if delta_message else None |
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The current implementation only preserves the reasoning field from the delta_message produced during the reasoning phase. If the reasoning parser were to set other fields, such as role, they would be lost when delta_message is overwritten by the tool parser at line 705. To make this more robust, consider preserving the entire delta_message or at least the role field, ensuring that any metadata set during the reasoning phase is carried over to the final delta.
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Good point — updated to preserve all fields (reasoning, content, role) from the boundary delta instead of just reasoning. This covers the case at basic_parsers.py:127 where a boundary delta returns both reasoning and content simultaneously.
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Addressed feedback and CI issues:
All tests still pass (9/9, re-validated on Docker). Note: |
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When speculative decoding (MTP) accepts a multi-token batch that spans the reasoning/content boundary (e.g., tokens containing both reasoning text and the </think> end token), the tool parser in DelegatingParser overwrites delta_message, discarding reasoning extracted from the same delta. Save reasoning before tool extraction and restore it afterward. Fixes vllm-project#42781 Signed-off-by: Ashwin Giridharan <girida@amazon.com>
Preserve content and role fields in addition to reasoning when the tool parser overwrites delta_message on a boundary delta. This makes the fix robust against future reasoning parser changes. Signed-off-by: Ashwin Giridharan <ashwing@amazon.com> Signed-off-by: Ashwin Giridharan <girida@amazon.com>
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Friendly ping @sfeng33 @chaunceyjiang — this is a 2-file fix for speculative decoding truncating reasoning output (Gemma 4 with MTP). The parser boundary logic was dropping Happy to address any feedback! |
benchislett
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Seems reasonable at a glance
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@benchislett Any other information needed to push this through? |
Summary
DelegatingParser.parse_delta()overwritesdelta_message, discarding reasoning extracted from the same boundary delta. This patch saves reasoning before tool extraction and restores it afterward.</think>end token arrives alone so reasoning and tool-call phases never overlap in a single delta. With MTP accepting 3–6 tokens at once, a single delta can contain both reasoning text and post-think content, triggering the overwrite.Fixes #42781
Test plan
test_parse_delta_spec_decode_boundary_preserves_reasoning[3]— PASStest_parse_delta_spec_decode_boundary_preserves_reasoning[4]— PASS (was FAIL without fix)test_parse_delta_spec_decode_boundary_preserves_reasoning[5]— PASS (was FAIL without fix)test_parse_delta_spec_decode_boundary_preserves_reasoning[6]— PASStest_streaming.pytests — PASS (no regressions)vllm/vllm-openai:latestwith GPUpython -m pytest tests/parser/test_streaming.py -v --noconftest # 9 passedDuplicate-work check