#SWE-Bench-Verified14/08/2025
ToolTrain: ByteDance's RL Framework That Teaches LLMs to Explore Code Repos
'ToolTrain teaches LLMs to use simple repository tools and combines SFT with tool-integrated RL to improve multi-hop issue localization, delivering state-of-the-art results on real-world benchmarks.'