arxivcs.SEcs.AI2026-07-20
CommitLLM: A Fine-Tuned Pipeline for Git Commit Message Generation
Md Rafid Haque, Poojan Narendrabhai Patel, Meetkumar Vijaybhai Raychura
Developers frequently write uninformative git commit messages such as "fix" or "update stuff", degrading the value of version-control history for code review, debugging, and onboarding. We present CommitLLM, a three-stage pipeline that generates concise, Conventional Commits-comp…