| --- |
| 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> |
