| license: llama3.2 | |
| language: | |
| - en | |
| tags: | |
| - clitron | |
| - cli | |
| - natural-language | |
| - gguf | |
| - llama-3.2 | |
| base_model: meta-llama/Llama-3.2-1B-Instruct | |
| # 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](https://github.com/chaliy/clitron) library. | |
| ### Input Format | |
| ``` | |
| <|system|> | |
| You are a CLI command interpreter... | |
| <|user|> | |
| show my open pull requests | |
| <|assistant|> | |
| ``` | |
| ### Output Format | |
| ```json | |
| {"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](https://www.llama.com/llama3_2/license/). | |