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clitron-gh
chalyi/clitron-gh
clitron-gh is a machine learning model from chalyi. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as llama3.2.
Fine-tuned Llama 3.2 1B model for interpreting natural language commands for GitHub CLI (gh).
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At a glance
- License
- llama3.2
- Access
- Public
- Created
- Feb 1, 2026
- Updated
- Feb 1, 2026
- SHA
- 3dbb707e
Base models
Model card
From the Hugging Face model README
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.
- License
- llama3.2
- Languages
- en
- Created
- Feb 1, 2026
- Updated
- Feb 1, 2026