Text Generation
Transformers
Safetensors
English
qwen2
code
coding
programming
algorithms
systems-programming
code-generation
complexity-analysis
qwen2.5
fine-tuned
vanta-research
vanta-research-entities
vanta-research-code-models
wraith
conversational
Eval Results
text-generation-inference
4-bit precision
bitsandbytes
Tyler Williams
Initial commit: Wraith Coder 7B - Concise code assistant via iterative fine-tuning
cc49567
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:
@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:
@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.