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Qwen3-4B-Instruct-2507-heretic
martin-t-studio/Qwen3-4B-Instruct-2507-heretic
Qwen3-4B-Instruct-2507-heretic is a text generation model from martin-t-studio. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- qwen3
- Access
- Public
- Created
- Apr 7, 2026
- Updated
- Apr 7, 2026
- SHA
- 82a44d01
Try a prompt
Base models
Model card
From the Hugging Face model README
This is a decensored version of Qwen/Qwen3-4B-Instruct-2507, made using 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) |
|---|---|---|
| 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
- Task
- Text Generation
- Library
- transformers
- Type
- qwen3
- License
- apache-2.0
- Created
- Apr 7, 2026
- Updated
- Apr 7, 2026