SWE-bench

SWE-agent-LM-7B is a Language Model for Software Engineering trained using the SWE-smith toolkit. We introduce this model as part of our work: SWE-smith: Scaling Data for Software Engineering Agents. SWE-agent-LM-7B is 100% open source. Training this model was simple - we fine-tuned Qwen 2.5 Coder Instruct on 5k trajectories generated by SWE-agent + Claude 3.7 Sonnet. The dataset can be found here. SWE-agent-LM-7B is compatible with SWE-agent. Running this model locally only takes a few steps! Check [here]() for more instructions on how to do so. If you found this work exciting and want to push SWE-agents further, please feel free to connect with us (the SWE-bench team) more!