| --- |
| license: apache-2.0 |
| license_link: https://huggingface.co/Qwen/Qwen3.5-27B/blob/main/LICENSE |
| base_model: |
| - HauhauCS/Qwen3.5-27B-Uncensored-HauhauCS-Aggressive |
| base_model_relation: quantized |
| library_name: mlx |
| tags: |
| - uncensored |
| - unrestricted |
| - decensored |
| - mxfp4 |
| pipeline_tag: image-text-to-text |
| language: |
| - en |
| - zh |
| - ru |
| - es |
| - fr |
| - it |
| - ja |
| - ko |
| - af |
| - de |
| - ar |
| - tr |
| - is |
| - pl |
| - sw |
| - sv |
| - nl |
| - he |
| - id |
| - uk |
| - fa |
| - pa |
| - pt |
| - ms |
| - fi |
| - el |
| --- |
| # Qwen3.5-27B-Uncensored-HauhauCS-Aggressive |
|
|
| Qwen3.5-27B uncensored by HauhauCS. |
|
|
| **Quality**: quantized (***mxfp4**, 4.449 bpw*) |
| |
| ## About |
| |
| **0/465 refusals.** Fully uncensored with zero capability loss. |
|
|
| No changes to datasets or capabilities. Fully functional, 100% of what the original authors intended - just without the refusals. |
|
|
| These are meant to be the best lossless uncensored models out there. |
|
|
| ## Aggressive Variant |
|
|
| Stronger uncensoring with more thorough refusal removal. If this variant is too loose for your use case, a Balanced variant may follow. |
|
|
| **Note:** The model is fully unlocked and will not refuse prompts. However, it may occasionally append a short disclaimer at the end of a response (e.g. "This is general information, not legal advice..."). This is baked into the base model's training and not a refusal — the actual content is still generated in full. |
|
|
| ## Specs |
|
|
| - 27B dense parameters, 64 layers |
| - Hybrid architecture: Gated DeltaNet linear attention + full softmax attention (3:1 ratio) |
| - 262K native context (extendable to 1M with YaRN) |
| - Natively multimodal (text, image, video) |
| - Multi-token prediction (MTP) support |
| - 248K vocabulary, 201 languages |
| - Based on [Qwen3.5-27B](https://huggingface.co/Qwen/Qwen3.5-27B) |
|
|
| Also check out the [9B variant](https://huggingface.co/TheCluster/Qwen3.5-9B-Uncensored-HauhauCS-Aggressive-MLX-mxfp4) |
|
|
| ## Recommended Settings |
|
|
| From the official Qwen authors: |
|
|
| **Thinking mode (default):** |
| - `temperature=0.6`, `top_p=0.95`, `top_k=20`, `min_p=0` |
|
|
| **Non-thinking mode:** |
| - `temperature=0.7`, `top_p=0.8`, `top_k=20`, `min_p=0` |
|
|
| ----- |
| ### Source |
| This model was converted to MLX format from [`HauhauCS/Qwen3.5-27B-Uncensored-HauhauCS-Aggressive`](https://huggingface.co/HauhauCS/Qwen3.5-27B-Uncensored-HauhauCS-Aggressive) |
