# Create model
ollama create peer-ai -f Modelfile

# Review code
curl -s http://localhost:11434/api/generate -d '{
  "model": "peer-ai",
  "prompt": "Review the following python code...",
  "stream": false
}'

With CLI

bash

pip install peer-ai
git diff | peer-ai review -
peer-ai review src/main.py

Training

Base Model: Qwen/Qwen2.5-Coder-1.5B-Instruct
Method: QLoRA (r=16, alpha=32)
Dataset: 223 security vulnerability examples
Epochs: 3
Final Loss: 0.21

Output Format

json

{
  "line": 2,
  "severity": "high",
  "category": "security",
  "rule": "CWE-78",
  "title": "Command injection vulnerability",
  "message": "User input passed to shell command.",
  "suggestion": "Use subprocess with shell=False."
}

License

Apache 2.0

antoniostepien/peer-ai-reviewer

Peer-AI Code Reviewer

Model Description

Languages Supported

Usage

With Ollama

With CLI

Training

Output Format

License

Links

antoniostepien/
peer-ai-reviewer