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TimelessSoul/Huihui-gemma-4-12B-it-abliterated

TimelessSoul Gemma 12B
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Response includes
  • classification m-uncensored
  • files 9
  • author_summary 1 models
  • readme_text full
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Abliteration classifier · v1.0.0
M-U
Primary method

Uncensored (method unknown)

No other method signals detected in this model.
Confidence
LOW
Why this label 3 signals
Weak or ambiguous signals. Best guess based on catalog patterns; treat as tentative and check the evidence below.
  • 'uncensored' in name/tags but no 'abliterated' marker
  • method not identifiable from author declaration alone
  • may be DPO fine-tune, prompt engineering, or unknown technique
Refusal direction extraction

No specific extraction method could be identified for this model. The producer either did not document it or used a proprietary pipeline.

What is a refusal direction? →
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Model age
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created 2026-10-07

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Metadata

License
apache-2.0
Tags
transformers safetensors gemma4_unified image-text-to-text abliterated uncensored any-to-any base_model:google/gemma-4-12B-it base_model:finetune:google/gemma-4-12B-it license:apache-2.0 endpoints_compatible region:us

Related

Total size
22.3 GB
Files
9
Quantizations
1
Registered
2026-10-07 03:58
Last updated on HF
2026-10-07 03:21

Files by quantization

Auxiliary files 9 files 22.3 GB
model.safetensors 22.3 GB 2dd13d86 download
tokenizer.json 30.7 MB cc8d3a0c download
chat_template.jinja 17.1 KB e61bbfe9 download
config.json 4.32 KB 56741bcc download
README.md 2.76 KB 3a181120 download
tokenizer_config.json 2.05 KB 68354f96 download
.gitattributes 1.53 KB 52373fe2 download
processor_config.json 1.35 KB b889adcd download
generation_config.json 260 B d09dccf1 download

README current version from Hugging Face


library_name: transformers
license: apache-2.0
license_link: https://ai.google.dev/gemma/docs/gemma_4_license
pipeline_tag: any-to-any
base_model:

  • google/gemma-4-12B-it
    tags:
  • abliterated
  • uncensored

huihui-ai/Huihui-gemma-4-12B-it-abliterated

This is an uncensored version of google/gemma-4-12B-it created with abliteration (see remove-refusals-with-transformers to know more about it).
This is a crude, proof-of-concept implementation to remove refusals from an LLM model without using TransformerLens.

Note For this model, both the thinking mode and the non-thinking mode have been completely abliterated. Only layers 23-28 have been abliterated.

Important Notice: The weights of the earliest released google/gemma-4-12B-it model have issues. We have already re-ablated and re-uploaded the model. If you have already downloaded it, please re-download.

ollama

Please use the latest version of ollama

You can use huihui_ai/gemma-4-abliterated:12b directly,

ollama run huihui_ai/gemma-4-abliterated:12b

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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