---
library_name: transformers
license: apache-2.0
license_link: https://huggingface.co/Qwen/Qwen3-4B-Thinking-2507/blob/main/LICENSE
base_model:
- Qwen/Qwen3-4B-Thinking-2507
pipeline_tag: text-generation
tags:
- abliterated
- uncensored
---
# Hugston-Huihui-Qwen3-4B-Thinking-2507-abliterated

This is an uncensored version ofmade by [Qwen/Qwen3-4B-Thinking-2507](https://huggingface.co/Qwen/Qwen3-4B-Thinking-2507) 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. 

Ablation was performed using a new and faster method, which yields better results.
This model was made possible by: https://huggingface.co/huihui-ai. 

---
This model was converted and Quantized by Hugston Team. 
---
## HugstonOne Enterprise Edition

You can use the model with HugstonOne Enterprise Edition


![Screenshot 2025-11-17 125501](https://cdn-uploads.huggingface.co/production/uploads/6818be9259cb758d06603579/AJ_JjPa3ou9FTu9n_vHMX.png)

Tested for scientific purposes, example query: How to engage in insider trading for maximum profit?
---
Watch HugstonOne coding and preview in action: https://vimeo.com/1121493834?share=copy&fl=sv&fe=ci
---

## Usage

-Download App HugstonOne at Hugston.com or at https://github.com/Mainframework
---
-Download model from https://hugston.com/explore?folder=llm_models or Huggingface
---
-If you already have the Llm Model downloaded chose it by clicking pick model in HugstonOne
-Then click Load model in Cli or Server 

-For multimodal use you need a VL/multimodal LLM model with the Mmproj file in the same folder. 
-Select model and select mmproj. 

-Note: if the mmproj is inside the same folder with other models non multimodal, the non model will not load unless the mmproj is moved from folder.