ToolWeave synthesizes realistic multi-turn tool-calling dialogues via dependent workflows and parameter provenance tracking, yielding LLMs that score higher on benchmarks such as 39.75% on BFCL-V3 multi-turn versus 23.50% on prior SOTA data.
This met- ric quantifies the maximum number of sequential, multi-step operations possible in a single dialogue
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ToolWeave: Structured Synthesis of Complex Multi-Turn Tool-Calling Dialogues
ToolWeave synthesizes realistic multi-turn tool-calling dialogues via dependent workflows and parameter provenance tracking, yielding LLMs that score higher on benchmarks such as 39.75% on BFCL-V3 multi-turn versus 23.50% on prior SOTA data.