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qwen2.5-coder-0.5b-commit-msg-lora – AI Model by Elib27 | AlphaNeural AI | AlphaNeural AI
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safetensors
lora
commit-message-generation
conventional-commits
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Qwen/Qwen2.5-Coder-0.5B-Instruct
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Qwen2.5-Coder-0.5B-Instruct — Commit Message LoRA Adapter
LoRA adapter fine-tuned on top of
Qwen/Qwen2.5-Coder-0.5B-Instruct
to generate
Conventional Commits
messages from a
git diff
.
Part of a project to build a local, offline
prepare-commit-msg
git hook.
Full write-up:
https://eliotbas.com/projects/commits-fine-tuning/
Training dataset:
https://huggingface.co/datasets/Elib27/commits
Training details
Method: LoRA (r=16, alpha=32)
Framework: Unsloth + TRL SFTTrainer
Hardware: Google Colab A100
Dataset: ~11k (diff, commit message) pairs, see
eliotbas/commits
See the article for full evaluation results (ROUGE-L, structural checks, LLM-as-judge) across all model sizes.
