---
tags: [hayula, averroes, arabic, writing, academic]
card_image: https://huggingface.co/hayulalab/assets/resolve/main/og-averroes_writer_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>
> **Academic Paper Generator — LoRA on Averroes-Q-Instruct**
---
license: other
license_name: Hayula Research License v1.0
license_link: https://hayula.xyz/license
language: [ar, en]
library_name: transformers
tags: [arabic, hayula, averroes, writing]
---
# hayulalab/Averroes-Writer-8B

Averroes-Writer is a LoRA adapter for academic paper generation, fine-tuned on Averroes-Q-Instruct (Qwen2.5-7B). Trained on 1,784 academic paper sections.

## Training

| Property | Value |
|----------|-------|
| Base Model | Averroes-Q-Instruct (Qwen2.5-7B) |
| LoRA Rank | 8 |
| Parameters | 20.185M (0.265%) |
| Training Data | 1,784 paper sections |
| Test PPL | 10.19 |
| Test Loss | 2.321 |

## Usage

```python
from mlx_lm import load, generate
model, tokenizer = load("hayulalab/Averroes-Q-Instruct", adapter_path="hayulalab/Averroes-Writer-8B")
response = generate(model, tokenizer, prompt="Write an abstract for...")
```


## 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}
}
```


---

<p align="center">
  <sub>Built with ❤️ by <a href="https://hayula.xyz">Hayula Labs</a></sub>
</p>