---
base_model: FritzStack/HiTOP-QWEN4B-merged
tags:
- text-generation-inference
- transformers
- unsloth
- qwen3
- mlx
- mlx-my-repo
license: apache-2.0
language:
- en
---

```bash
pip install mlx-lm
!pip install git+https://github.com/Fede-stack/TONYpy.git
```


```python
from TONY.HiTOP import HiTOPPredictor_mlx
text = 'Some days I keep living, even though I feel completely alone in the world'
hitop = HiTOP_Predictor_mlx(model_name='FritzStack/HiTOP-QWEN4B-mlx-Q4')
hitop.predict_HiTOP(text)
```