SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution

📃 Paper

🚀 GitHub

SWE-Fixer is a simple yet effective solution for addressing real-world GitHub issues by training open-source LLMs. It features a streamlined retrieve-then-edit pipeline with two core components: a code file retriever and a code editor.

This repo holds the SWE-Fixer-Retriever-7B model, which is finetuned on the Qwen2.5-7B.

For more information, please visit our project page.

📚 Citation

@article{xie2025swefixer,
 title={SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution}, 
 author={Xie, Chengxing and Li, Bowen and Gao, Chang and Du, He and Lam, Wai and Zou, Difan and Chen, Kai},
 journal={arXiv preprint arXiv:2501.05040},
 year={2025}
}

Base model