chalyi/clitron-gh

Clitron GH - CLI Interpreter Model

Fine-tuned Llama 3.2 1B model for interpreting natural language commands for GitHub CLI (gh).

Model Details

• Base Model: meta-llama/Llama-3.2-1B-Instruct
• Training: SFT with response-only loss masking + EOS token
• Quantization: Q4_K_M (GGUF)
• Size: 770MB

Usage

This model is designed to be used with the clitron library.

Input Format

<|system|>
You are a CLI command interpreter...
<|user|>
show my open pull requests
<|assistant|>

Output Format

{"command": "pr", "subcommand": "list", "args": {"author": "@me", "state": "open"}, "flags": [], "confidence": 0.95}

Performance

Metric	Value
Valid JSON	94.3%
Command Accuracy	58.3%
Invalid JSON	5.7%

License

This model is based on Llama 3.2 and is subject to the Llama 3.2 Community License.