# License

## Model License

This model is licensed under the **Qwen License Agreement** as it is derived from Qwen2.5-Coder-7B-Instruct.

The original Qwen2.5-Coder license permits:
- Commercial use
- Modification and derivative works
- Distribution with attribution

Full license text: https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct/blob/main/LICENSE

## Training Data License

Training datasets include:
- Apollo V2.3 (various subsets)
- Centauri coding datasets
- Custom persona and reasoning datasets

Dataset licenses vary by source. Users should review individual dataset licenses for compliance requirements.

## Attribution

When using this model, please cite:

```bibtex
@misc{wraith-coder-7b-2024,
  author = {Vanta},
  title = {Wraith Coder 7B: Concise Code Assistant via Iterative Fine-Tuning},
  year = {2024},
  publisher = {Hugging Face},
  howpublished = {\url{https://huggingface.co/vanta/wraith-coder-7b}}
}
```

And cite the original Qwen2.5-Coder model:

```bibtex
@misc{qwen2.5-coder-2024,
  title={Qwen2.5-Coder Technical Report}, 
  author={Qwen Team},
  year={2024},
  publisher={Alibaba Cloud},
  howpublished={\url{https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct}}
}
```

## Disclaimer

This model is provided "as is" without warranties of any kind. Users are responsible for:
- Validating outputs for production use
- Ensuring compliance with applicable laws and regulations
- Reviewing generated code for security vulnerabilities
- Testing in appropriate environments before deployment

The authors and contributors assume no liability for damages arising from model use.