README.md

---
base_model: Unbabel/Tower-Plus-9B
license: cc-by-nc-sa-4.0
language:
- de
- nl
- is
- es
- fr
- pt
- uk
- hi
- zh
- ru
- cs
- ko
- ja
- it
- en
- da
- pl
- hu
- sv
- 'no'
- ro
- fi
library_name: transformers
tags:
- mlx
---

# rubenweg/Tower-Plus-9B-mlx-4Bit

The Model [rubenweg/Tower-Plus-9B-mlx-4Bit](https://huggingface.co/rubenweg/Tower-Plus-9B-mlx-4Bit) was converted to MLX format from [Unbabel/Tower-Plus-9B](https://huggingface.co/Unbabel/Tower-Plus-9B) using mlx-lm version **0.28.3**.

## Use with mlx

```bash
pip install mlx-lm
```

```python
from mlx_lm import load, generate

model, tokenizer = load("rubenweg/Tower-Plus-9B-mlx-4Bit")

prompt="hello"

if hasattr(tokenizer, "apply_chat_template") and tokenizer.chat_template is not None:
    messages = [{"role": "user", "content": prompt}]
    prompt = tokenizer.apply_chat_template(
        messages, tokenize=False, add_generation_prompt=True
    )

response = generate(model, tokenizer, prompt=prompt, verbose=True)
```