#tool-calling

1 articles

01 ·Inference & Serving·★ MEMBER·PAPER·12 min read Paper Walkthrough: DART-SD — Training Tool-Calling Agents Without Flattening the Diamond When a multi-turn tool-calling task has order-independent sub-goals, the set of correct solutions spreads out into a diamond lattice. This walkthrough explains why whole-trajectory imitation crushes that structure, and how locating the first point where a rollout leaves recoverable territory — and supervising only what comes after it — changes the picture.