---
base_model: unsloth/Qwen3-8B-unsloth-bnb-4bit
tags:
- text-generation-inference
- transformers
- unsloth
- qwen3
license: apache-2.0
language:
- en
---

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

```python
from TONY.HiTOP import HiTOP_Predictor
text = 'Some days I keep living, even though I feel completely alone in the world'
hitop = HiTOP_Predictor(model_name='FritzStack/HiTOP-QWEN8B')
hitop.predict_HiTOP(text)
```