---
language:
- en
- zh
library_name: transformers
license: mit
pipeline_tag: text-generation
base_model:
- zai-org/GLM-4.5-Air
tags:
- abliterated
- uncensored
- mlx
- mxfp4
- chat
---

# huihui-ai/Huihui-GLM-4.5-Air-abliterated-mlx-mxfp4


This is an uncensored version of [zai-org/GLM-4.5-Air](https://huggingface.co/zai-org/GLM-4.5-Air) created with abliteration (see [remove-refusals-with-transformers](https://github.com/Sumandora/remove-refusals-with-transformers) to know more about it).

**This is just the MLX model we generated under Linux using mlx-lm version 0.28.1.; it hasn’t been tested in an Apple environment. If there are any issues, please let us know.**

## Usage

```python
from mlx_lm import load, generate

model, tokenizer = load("huihui-ai/Huihui-GLM-4.5-Air-abliterated-mlx-mxfp4")

prompt = "Write a story about Einstein"

messages = [{"role": "user", "content": prompt}]
prompt = tokenizer.apply_chat_template(
    messages, add_generation_prompt=True
)

text = generate(model, tokenizer, prompt=prompt, verbose=True)

print(text)
```

### Usage Warnings


 - **Risk of Sensitive or Controversial Outputs**: This model’s safety filtering has been significantly reduced, potentially generating sensitive, controversial, or inappropriate content. Users should exercise caution and rigorously review generated outputs.

 - **Not Suitable for All Audiences**: Due to limited content filtering, the model’s outputs may be inappropriate for public settings, underage users, or applications requiring high security.

 - **Legal and Ethical Responsibilities**: Users must ensure their usage complies with local laws and ethical standards. Generated content may carry legal or ethical risks, and users are solely responsible for any consequences.

 - **Research and Experimental Use**: It is recommended to use this model for research, testing, or controlled environments, avoiding direct use in production or public-facing commercial applications.

 - **Monitoring and Review Recommendations**: Users are strongly advised to monitor model outputs in real-time and conduct manual reviews when necessary to prevent the dissemination of inappropriate content.

 - **No Default Safety Guarantees**: Unlike standard models, this model has not undergone rigorous safety optimization. huihui.ai bears no responsibility for any consequences arising from its use.


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