This model Huihui-gemma-4-12B-it-abliterated-AWQ was converted to AWQ format, from huihui-ai/Huihui-gemma-4-12B-it-abliterated using llm-compressor version 0.12.0 (https://github.com/vllm-project/llm-compressor.git). With using dataset ultrachat_200k from HuggingFaceH4/ultrachat_200k & wikitext from Salesforce/wikitext

Datasets:

HuggingFaceH4/ultrachat_200k
Salesforce/wikitext

Base Model:

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

Use with VLLM

Download models at first by using hf
hf download nicklas373/Huihui-gemma-4-12B-it-abliterated-AWQ
Copy hash for snapshots directory, then use it for chat templates and tool call parser ex: /home/xxx/.cache/huggingface/hub/models--nicklas373--Huihui-gemma-4-12B-it-abliterated-AWQ/snapshots/HASH_CODE/xxx
Run models with this command

shell

vllm serve nicklas373/Huihui-gemma-4-12B-it-AWQ \
           --chat-template '/home/xxx/.cache/huggingface/hub/models--nicklas373--Huihui-gemma-4-12B-it-abliterated-AWQ/snapshots/HASH_CODE/chat_template.jinja' \
           --chat-template-content-format openai \
           --disable-fastapi-docs \
           --dtype auto \
           --enable-prefix-caching \
           --served-model-name gemma-4-12B-it-AWQ \
           --seed 0 \
           --quantization compressed-tensors \
           --tokenizer 'google/gemma-4-12B-it' \
           --trust-remote-code

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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nicklas373/Huihui-gemma-4-12B-it-abliterated-AWQ

gemma-4-12B-it-AWQ

Model Highlights