Code Review Agent Model
This is a lightweight language model (based on distilgpt2) designed to generate helpful code review comments. It is a starting point for building an AI that reviews pull requests, suggests improvements, and catches common bugs.
Model Details
- Base model: distilgpt2 – a distilled version of GPT-2 with 82M parameters.
- Language: English
- Intended use: Generating code review comments, suggesting fixes, and answering questions about code.
- Limitations: The model has not been fine‑tuned on code‑review data; it may produce generic or off‑topic responses. Fine‑tuning on a dataset of real code reviews would greatly improve its utility.
How to Use
With transformers pipeline
from transformers import pipeline
pipe = pipeline("text-generation", model="your-username/code-review-agent")
code = "def get_user(id):\n return users[id] # missing null check"
prompt = f"Review this code:\n{code}\nComment:"
result = pipe(prompt, max_new_tokens=100, do_sample=True, temperature=0.7)
print(result[0]['generated_text'])