Qwen3.5 4B Uncensored HauhauCS Aggressive
> Join the Discord for updates, roadmaps, projects, or just to chat.
Source du modèle
- Type
- Other
- Taille du fichier
- 644 MB–7,85 GB
- Modèle de base
- Qwen3
- Version
- vRevision c09cdbc
- Mis à jour
- 5 oct. 2026
- Téléchargements
- 192,6 k
- Source
- Hugging Face
Description de la source
Qwen3.5-4B-Uncensored-HauhauCS-Aggressive
Join the Discord for updates, roadmaps, projects, or just to chat.
Qwen3.5-4B uncensored by HauhauCS.
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.
Downloads
| File | Quant | Size |
|---|---|---|
| Qwen3.5-4B-Uncensored-HauhauCS-Aggressive-BF16.gguf | BF16 | 7.9 GB |
| Qwen3.5-4B-Uncensored-HauhauCS-Aggressive-Q8_0.gguf | Q8_0 | 4.2 GB |
| Qwen3.5-4B-Uncensored-HauhauCS-Aggressive-Q6_K.gguf | Q6_K | 3.3 GB |
| Qwen3.5-4B-Uncensored-HauhauCS-Aggressive-Q4_K_M.gguf | Q4_K_M | 2.6 GB |
| mmproj-Qwen3.5-4B-Uncensored-HauhauCS-Aggressive-BF16.gguf | Vision encoder | 645 MB |
Vision support: This model is natively multimodal. The mmproj file is the vision encoder — you need it alongside the main GGUF to use image/video inputs. Load both files in llama.cpp, LM Studio, or any compatible runtime.
Specs
- 4B dense parameters, 32 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 Qwen3.5-4B
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
Important:
- Maintain at least 128K context to preserve thinking capabilities
- For production/high-throughput: use vLLM, SGLang, or KTransformers
Note: This is a brand new architecture (released 2026-03-02). llama.cpp support landed very recently — make sure you're on a recent build. Works with llama.cpp, LM Studio, Jan, koboldcpp, etc.
Also check out the 9B variant and all releases at HauhauCS.
Usage
Works with llama.cpp, LM Studio, Jan, koboldcpp, etc.
Sources
1 source
Sources
1 sourceVérifié 5 oct.
Artefacts du modèle
5 artefacts
Artefacts du modèle
5 artefactsmmproj-Qwen3.5-4B-Uncensored-HauhauCS-Aggressive-BF16.gguf
gguf · 644 MB · SHA-256 a1e32e86ea99…0f22 · Hugging Face
TéléchargerQwen3.5-4B-Uncensored-HauhauCS-Aggressive-BF16.gguf
gguf · 7,85 GB · SHA-256 1be9a739b6de…fb44 · Hugging Face
TéléchargerQwen3.5-4B-Uncensored-HauhauCS-Aggressive-Q4_K_M.gguf
gguf · 2,52 GB · SHA-256 79e28ecacf84…2741 · Hugging Face
TéléchargerQwen3.5-4B-Uncensored-HauhauCS-Aggressive-Q6_K.gguf
gguf · 3,23 GB · SHA-256 ba93c2130085…b75f · Hugging Face
TéléchargerQwen3.5-4B-Uncensored-HauhauCS-Aggressive-Q8_0.gguf
gguf · 4,17 GB · SHA-256 3aa21dfc1855…0c16 · Hugging Face
TéléchargerExtraits de sources
3 extraits
Extraits de sources
3 extraits--- license: apache-2.0 tags: - uncensored - qwen3.5 - qwen - gguf language: - en - zh - multilingual --- # Qwen3.5-4B-Uncensored-HauhauCS-Aggressive > **[Join the Discord](https://discord.gg/SZ5vacTXYf)** for updates, roadmaps, projects, or just to chat. Qwen3.5-4B uncensored by HauhauCS. ## 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. ## Downloads | File | Quant | Size | |------|-------|------| | Qwen3.5-4B-Uncensored-HauhauCS-Aggressive-BF16.gguf | BF16 | 7.9 GB | | Qwen3.5-4B-Uncensored-HauhauCS-Aggressive-Q8_0.gguf | Q8_0 | 4.2 GB | | Qwen3.5-4B-Uncensored-HauhauCS-Aggressive-Q6_K.gguf | Q6_K | 3.3 GB | | Qwen3.5-4B-Uncensored-HauhauCS-Aggressive-Q4_K_M.gguf | Q4_K_M | 2.6 GB | | mmproj-Qwen3.5-4B-Uncensored-HauhauCS-Aggressive-BF16.gguf | Vision encoder | 645 MB | **Vision support:** This model is natively multimodal. The `mmproj` file is the vision encoder — you need it alongside the main GGUF to use image/video inputs. Load both files in llama.cpp, LM Studio, or any compatible runtime. ## Specs - 4B dense parameters, 32 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 [Qwen3.5-4B](https://huggingface.co/Qwen/Qwen3.5-4B) ## 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` **Important:** - Maintain at least 128K context to preserve thinking capabil...
Source context: 192580 downloads · 596 likes · Repo HauhauCS/Qwen3.5-4B-Uncensored-HauhauCS-Aggressive
Source context: 143864 downloads · 448 likes · Repo HauhauCS/Qwen3.5-4B-Uncensored-HauhauCS-Aggressive
