Turnslide: Scalable Multi-Turn Data Synthesis by Walking a Finite-State Machine
arXiv:2610.07070v1 Announce Type: new Abstract: Small language models are inexpensive to serve and can run on private infrastructure, but base models are often not good enough at multi-turn tool calling, and fine-tuning them needs per-API data that rarely exists. Existing synthesis methods are too…
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- 2026-10-07 04:00 · arXiv cs.CL
Turnslide: Scalable Multi-Turn Data Synthesis by Walking a Finite-State Machine