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fix(internlm2_tool_parser): prevent ValueError when output has multiple tool-call markers - #44140
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…on markers When model output contains more than one <|action_start|><|plugin|> marker, str.split() without maxsplit returns 3+ items and the 2-variable tuple unpack raises ValueError. Adding maxsplit=1 to both extract_tool_calls (line 205) and extract_tool_calls_streaming (line 80) fixes the crash. Fixes vllm-project#44139
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fix is right + minimal. one gap: the regression test covers minor nit (existing code, not your change): line 204 has |
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Did you consider fixing the underlying issue so that both tool calls are properly extracted? Instead of fixing the ValueError but silently dropping the 2nd or later tool calls in the model output? Do you have an example real-world request that you're using to reproduce and validate this fix? |
…dropping The previous fix used split(..., 1) to avoid the ValueError, but that silently dropped every tool call after the first when the model emits multiple <|action_start|><|plugin|>...<|action_end|> blocks in one output. Rewrite extract_tool_calls to iterate over every marker and return all parsed tool calls. Single-call, plain-text, empty-argument, and malformed inputs are unchanged. The leading natural-language segment is preserved as content. The streaming path keeps the split(..., 1) guard: it is single-tool by design (it returns empty content once current_tool_id > 0), so it cannot crash on a later marker. Add a streaming-path regression test and a non-streaming test asserting both tool calls are extracted.
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This pull request has merge conflicts that must be resolved before it can be |
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Thanks both — you're right. @bbrowning: the @hclsys: added a streaming-path test feeding the two markers in separate deltas. Two honest notes: (1) the branch is well behind |
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Closing this as it has gone stale. Happy to reopen and rebase if it's still useful. Thanks! |
What's broken
When an InternLM2 model produces output with more than one
<|action_start|><|plugin|>marker, bothextract_tool_callsandextract_tool_calls_streamingcrash:The crash happens at the lines
text, action = text.split("< |action_start|><|plugin|>")in each method. If the delimiter appears more than once,split()returns 3+ items and the 2-variable unpack fails.Why it happens
Both lines call
str.split(delimiter)without amaxsplitargument. The code assumes the delimiter appears exactly once, but that assumption breaks as soon as the model emits a second tool-call block or repeats the marker.Fix
Changed both calls to
split("<|action_start|><|plugin|>", 1). This splits only on the first occurrence, keeping the behavior correct for single-marker output while no longer crashing on multi-marker output.Test
Added
test_multiple_action_start_markers_no_valueerrortotests/tool_parsers/test_internlm2_tool_parser.py. It passes a model output string containing two<|action_start|><|plugin|>markers toextract_tool_callsand assertstools_called is True— confirming the parser returns a result instead of raisingValueError.Fixes #44139