Lingma SWE-GPT is an open-source large language model focused on tasks within the software engineering domain, aimed at providing intelligent development support. The model is based on the Qwen series foundational models and has undergone additional training to enhance its capabilities in complex software engineering tasks. It ranks highly on authoritative leaderboards for intelligent agents in software engineering, making it suitable for development teams and researchers seeking automation in software enhancement.