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license: mit
license_link: https://huggingface.co/microsoft/phi-2/resolve/main/LICENSE
language:
- en
pipeline_tag: text-generation
tags:
- nlp
- code
- mlx
base_model: microsoft/phi-2
---
# jesusoctavioas/phi-2-mlx-4Bit
The Model [jesusoctavioas/phi-2-mlx-4Bit](https://huggingface.co/jesusoctavioas/phi-2-mlx-4Bit) was converted to MLX format from [microsoft/phi-2](https://huggingface.co/microsoft/phi-2) using mlx-lm version **0.28.3**.
## Use with mlx
```bash
# Create a virtual enviroment if needed.
python -m venv mlx-venv
# then activate the virtual enviroment if needed.
source mlx-venv/bin/activate
# then install mlx.
pip install mlx-lm
```
```python
from mlx_lm import load, generate
model, tokenizer = load("jesusoctavioas/phi-2-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)
``` |