language:

• en
• zh
  library_name: mlx
  license: mit
  pipeline_tag: text-generation
  base_model:
• zai-org/GLM-4.7-Flash
  tags:
• abliterated
• uncensored
• mlx
• chat

huihui-ai/Huihui-GLM-4.7-Flash-abliterated-mlx-4bit

This is an uncensored version of zai-org/GLM-4.7-Flash created with abliteration (see remove-refusals-with-transformers to know more about it).

This is just the MLX model we generated under Linux using mlx-lm version 0.30.3; it hasn’t been tested in an Apple environment. If there are any issues, please let us know.

Usage

from mlx_lm import load, generate

model, tokenizer = load("huihui-ai/Huihui-GLM-4.7-Flash-abliterated-mlx-4bit")

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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