---
license: mit
language:
- en
- zh
pipeline_tag: text-generation
library_name: mlx
base_model: zai-org/GLM-4.5-Air
tags:
- mlx
---

# GLM-4.5-Air-q3-hi-mlx

This quant was converted with page size 32.

It is a bit larger than the default q3 quant made with page size 64, and should perform slightly better.

Similar quant versions are available for q4, q5, and q6

This model [GLM-4.5-Air-q3-hi-mlx](https://huggingface.co/GLM-4.5-Air-q3-hi-mlx) was
converted to MLX format from [zai-org/GLM-4.5-Air](https://huggingface.co/zai-org/GLM-4.5-Air)
using mlx-lm version **0.26.1**.

## Use with mlx

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

```python
from mlx_lm import load, generate

model, tokenizer = load("GLM-4.5-Air-q3-hi-mlx")

prompt = "hello"

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

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