---
license: other
license_name: seniru-epasinghe
license_link: LICENSE
language:
- en
base_model:
- Qwen/Qwen2.5-Coder-0.5B
pipeline_tag: text-generation
datasets:
- seniruk/git-diff_to_commit_msg_large
---
### Finetuned-qwen2.5-coder-0.5B model on 100000 rows of a cutom dataset containing. git-differences and respective commit messages
### Each row of the dataset was formatted as below to suit finetuning requirement of Qwen2.5-coder model
### '### Instruction:\nGenerate a concise and meaningful commit message based on the provided git diff.\n\n### Git Diff:\n{a given git-difference as in the dataset rows}\n\n### Commit Message:\nAdding the squeezing in the cost fuction<|im_end|>'
### Code for inference of the gguf model is given below
```
from llama_cpp import Llama
# Configuration
gguf_model_path = "qwen0.5-finetuned.gguf" # Path to your GGUF file
# Define the commit message prompt (Minimal format, avoids assistant behavior)
commit_prompt = """Generate a meaningful commit message explaining all the changes in the provided Git diff.
### Git Diff:
{}
### Commit Message:""" # Removed {} after "Commit Message:" to prevent pre-filled text.
# Git diff example for commit message generation
git_diff_example = """
diff --git a/index.html b/index.html
index 89abcde..f123456 100644
--- a/index.html
+++ b/index.html
@@ -5,16 +5,6 @@
Welcome to My Page
-
-
- | Name |
- Age |
-
-
- | John Doe |
- 30 |
-
-
+ This is a newly added paragraph replacing the table.