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Model: CyrusCheungkf/git-commit-3B
Source: Original Platform

README.md

@@ -0,0 +1,55 @@
+---
+library_name: transformers
+tags:
+- git
+datasets:
+- Maxscha/commitbench
+language:
+- en
+base_model:
+- Qwen/Qwen2.5-Coder-3B-Instruct
+pipeline_tag: text-generation
+---
+
+# Model Card for Model ID
+
+Fine tuned Qwen2.5 3B model for writing git commit message. Used dataset Maxscha/commitbench
+
+
+## Model Details
+
+- **Developed by:** Cyrus Cheung
+- **Model type:** Qwen2.5 3B
+- **License:** qwen-research
+- **Finetuned from model:** Qwen/Qwen2.5-Coder-3B-Instruct
+
+## Uses
+
+```python
+from transformers.models.auto.modeling_auto import AutoModelForCausalLM
+from transformers.models.auto.tokenization_auto import AutoTokenizer
+
+model = AutoModelForCausalLM.from_pretrained("CyrusCheungkf/git-commit-3B")
+tokenizer = AutoTokenizer.from_pretrained("CyrusCheungkf/git-commit-3B")
+git_diff = "Output from using 'git diff'"
+
+INSTRUCTION = """You are Git Commit Message Pro, a specialist in crafting precise, professional Git commit messages from .diff files. Your role is to analyze these files, interpret the changes, and generate a clear, direct commit message.
+
+Guidelines:
+1. Be specific about the type of change (e.g., "Rename variable X to Y", "Extract method Z from class W").
+2. Prefer to write it on why and how instead of what changed.
+3. Interpret the changes; do not transcribe the diff.
+4. If you cannot read the entire file, attempt to generate a message based on the available information.
+5. Be concise and summarize the most important changes. Keep your response in 1 sentence."""
+conversation = [
+  {"role": "user", "content": INSTRUCTION + "\n\nInputs:\n" + git_diff},
+]
+tokens = tokenizer.apply_chat_template(
+  conversation, add_generation_prompt=True, return_tensors="pt", return_dict=True
+)
+output = model.generate(
+  inputs=tokens["input_ids"],
+  attention_mask=tokens["attention_mask"],
+)
+print(output)
+```