huihui-qwen3-vl-30b-abliterated-4bit

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

This is MLX conversion and quantization of 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 created with abliteration (see 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:

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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