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tags: [hayula, rushd, arabic, qwen, reasoning]
card_image: https://huggingface.co/hayulalab/assets/resolve/main/og-rushd_router_8b.jpg
---
# Part of **Hayula Agent OS**
<p align="center">
<img src="https://huggingface.co/hayulalab/assets/resolve/main/banner.jpg" alt="Hayula Agent OS" width="100%">
</p>
> **15 Specialists — Zero Cloud.**
---
license: other
license_name: Hayula Research License v1.0
license_link: https://hayula.xyz/license
language: [ar, en]
library_name: transformers
tags: [arabic, hayula, rushd]
---
# hayulalab/Rushd-Router-8B
**Multi-Specialist Query Router**
Routes queries to the appropriate Rushd specialist. 99% routing accuracy on held-out set.
| Property | Value |
|----------|-------|
| Base Model | Qwen3-8B + LoRA (r=16) |
| Performance | 99% routing accuracy |
| License | Research Only — No Commercial Use |
## Usage
```python
from mlx_lm import load, generate
model, tokenizer = load("Qwen/Qwen3-8B", adapter_path="hayulalab/Rushd-Router-8B")
response = generate(model, tokenizer, prompt="Your query here")
```
## License
This model is licensed under the **Hayula Research License v1.0**.
### Permissions
- ✅ **Research Use**: Free to use, modify, and distribute for academic and non-commercial research
- ✅ **Attribution Required**: Credit "Hayula Lab" and link to the original model page
### Restrictions
- ❌ **No Commercial Use**: You may NOT use this model or derivatives for commercial purposes without explicit written permission from Hayula Labs
- ❌ **No Competing Services**: You may NOT offer this model (or derivatives) as a hosted service competitive to Hayula products
- ❌ **No Redistribution Under Different License**: You may NOT relicense this model or derivatives under a more permissive license
### Commercial Licensing
For commercial use, research collaborations, or enterprise licensing, contact:
- **Email**: Hayulalabs@gmail.com
- **Website**: https://hayula.xyz
### Citation
If you use this model in your research, please cite:
```bibtex
@misc{hayula-lab,
author = {Hayula Lab},
title = {Hayula Agent OS — Open Source AI Agent Ecosystem},
year = {2026},
publisher = {HuggingFace},
url = {https://hayula.xyz}
}
```
## Citation
```bibtex
@misc{hayula-rushd-router-8b,
author = {Hayula Lab},
title = {hayulalab/Rushd-Router-8B},
year = {2026},
}
```
---
<p align="center">
<sub>Built with ❤️ by <a href="https://hayula.xyz">Hayula Labs</a></sub>
</p> |