---
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-4-31B-it
tags:
- abliterated
- uncensored
---

# huihui-ai/Huihui-gemma-4-31B-it-abliterated


This is an uncensored version of [google/gemma-4-31B-it](https://huggingface.co/google/gemma-4-31B-it) created with abliteration (see [remove-refusals-with-transformers](https://github.com/Sumandora/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. 

## ollama

Please use the latest version of [ollama](https://github.com/ollama/ollama/releases/)

You can use [huihui_ai/gemma-4-abliterated:31B](https://ollama.com/huihui_ai/gemma-4-abliterated:31B) directly, 
```
ollama run huihui_ai/gemma-4-abliterated:31B
```


### 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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