---
license: apache-2.0
pipeline_tag: image-text-to-text
library_name: transformers
base_model:
- huihui-ai/Huihui-Qwen3-VL-30B-A3B-Instruct-abliterated
base_model_relation: quantized
tags:
- abliterated
- uncensored
- 4bit
- mlx
- quantization
---

# MLXBits/huihui-qwen3-vl-30b-abliterated-4bit

This is MLX conversion and quantization of [huihui-ai/Huihui-Qwen3-VL-30B-A3B-Instruct-abliterated](https://huggingface.co/huihui-ai/Huihui-Qwen3-VL-30B-A3B-Instruct-abliterated) for us on MacOS M-series SOC's using mlx-vlm.

The base model is an uncensored version of [Qwen/Qwen3-VL-30B-A3B-Instruct](https://huggingface.co/Qwen/Qwen3-VL-30B-A3B-Instruct) created with abliteration (see [remove-refusals-with-transformers](https://github.com/Sumandora/remove-refusals-with-transformers) to know more about it).  

It has been tested with LM Studio, confirming both text input and image input work as expected.

Cnversion syntax:
``` bash
mlx-forge> uv run mlx_vlm.convert \
  --hf-path huihui-ai/Huihui-Qwen3-VL-30B-A3B-Instruct-abliterated \
  --mlx-path ~/models/huihui-qwen3-vl-30b-abliterated-4bit \
  --quantize --q-bits 4
```

### 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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