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Model: martin-t-studio/Qwen3-4B-Instruct-2507-heretic
Source: Original Platform

README.md

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+---
+license: apache-2.0
+license_link: https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507/blob/main/LICENSE
+pipeline_tag: text-generation
+library_name: transformers
+tags:
+- heretic
+- uncensored
+- decensored
+- abliterated
+base_model:
+- Qwen/Qwen3-4B-Instruct-2507
+---
+
+# This is a decensored version of [Qwen/Qwen3-4B-Instruct-2507](https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507), made using [Heretic](https://github.com/p-e-w/heretic) v1.2.0
+
+## Abliteration parameters
+| Parameter | Value |
+| :-------- | :---: |
+| **direction_index** | 18.78 |
+| **attn.o_proj.max_weight** | 1.45 |
+| **attn.o_proj.max_weight_position** | 26.86 |
+| **attn.o_proj.min_weight** | 1.34 |
+| **attn.o_proj.min_weight_distance** | 20.09 |
+| **mlp.down_proj.max_weight** | 1.10 |
+| **mlp.down_proj.max_weight_position** | 29.91 |
+| **mlp.down_proj.min_weight** | 0.67 |
+| **mlp.down_proj.min_weight_distance** | 20.77 |
+
+## Performance
+| Metric | This model | Original model ([Qwen/Qwen3-4B-Instruct-2507](https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507)) |
+| :----- | :--------: | :---------------------------: |
+| **KL divergence** | 0.0929 | 0 *(by definition)* |
+| **Refusals** | 16/100 | 100/100 |
+
+-----
+
+## Usage Disclaimer
+
+This model is a **decensored/abliterated** version of the base Qwen3 model. By using this model, you acknowledge and agree to the following:
+
+- **Reduced Safety Filtering**: Most alignment-based refusal mechanisms have been removed. The model may generate controversial, sensitive, or NSFW content.
+- **User Responsibility**: You are solely responsible for the prompts you provide and the resulting outputs. Ensure your usage complies with local laws and ethical standards.
+- **Intended Use**: This model is designed for research, creative writing, and experimental purposes. It is not recommended for public-facing commercial applications or use by minors.
+- **No Liability**: Martin T. Studio provides this model "as-is" and bears no responsibility for any legal, ethical, or personal consequences arising from its use.
+
+## Donation
+
+If you find my work useful, a cup of coffee would be greatly appreciated!
+
+- **Support my work on Ko-fi**: [https://ko-fi.com/martintsuei](https://ko-fi.com/martintsuei)