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This repository trains LLMs to perform multi-turn Tool-Integrated Reasoning (TIR) with RL, where LLMs iteratively generate code, execute it, and think upon the execution results. This capability ...

The repo is the official implement of "Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement". The repo is also the official training code of "VisionReasoner: Unified Visual ...