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TheCluster/Qwen3.5-9B-Uncensored-HauhauCS-Aggressive-MLX-mxfp8

TheCluster Qwen 9.0B multimodal second-order
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Response includes
  • classification m-uncensored
  • files 12
  • hub_downloads_all_time 8,033
  • author_summary 28 models
  • readme_text full
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Abliteration classifier · v1.0.0
M-U
Primary method

Uncensored (method unknown)

No other method signals detected in this model.
Confidence
LOW
Why this label 3 signals
Weak or ambiguous signals. Best guess based on catalog patterns; treat as tentative and check the evidence below.
  • 'uncensored' in name/tags but no 'abliterated' marker
  • method not identifiable from author declaration alone
  • may be DPO fine-tune, prompt engineering, or unknown technique
Refusal direction extraction

No specific extraction method could be identified for this model. The producer either did not document it or used a proprietary pipeline.

What is a refusal direction? →
Downloads · lifetime
8K
1K last 30d - stable
Likes
8
Model age
6mo ago
created 2026-03-17
Downloads over time
Now8.5K→from416↑1,933%
143.1K6.2K9.3K416 on Mar 188.5K on Oct 11MarAprMayJunJulAugSepOct
Mar 18 → Oct 11 · 70 snapshots · spans 207 days

Genealogy 0 direct forks

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Metadata

License
apache-2.0
Tags
mlx safetensors qwen3_5 uncensored unrestricted decensored mxfp8 image-text-to-text conversational base_model:HauhauCS/Qwen3.5-9B-Uncensored-HauhauCS-Aggressive base_model:quantized:HauhauCS/Qwen3.5-9B-Uncensored-HauhauCS-Aggressive license:apache-2.0

Related

Total size
9.45 GB
Files
12
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-03-17 15:20

Files by quantization

Auxiliary files 12 files 9.47 GB
model-00001-of-00002.safetensors 4.99 GB 366b9c5b download
model-00002-of-00002.safetensors 4.46 GB c34254f4 download
tokenizer.json 19.1 MB 87a7830d download
model.safetensors.index.json 95.7 KB 45c83df1 download
chat_template.jinja 7.58 KB 604313d9 download
config.json 3.25 KB cdb706e6 download
README.md 2.06 KB d768565a download
.gitattributes 1.53 KB 52373fe2 download
processor_config.json 1.27 KB 7ad6acdf download
tokenizer_config.json 1.11 KB a068e246 download
preprocessor_config.json 390 B 2ea84a43 download
video_preprocessor_config.json 385 B 3ba673a5 download

README current version from Hugging Face


license: apache-2.0
license_link: https://huggingface.co/Qwen/Qwen3.5-9B/blob/main/LICENSE
base_model:

  • HauhauCS/Qwen3.5-9B-Uncensored-HauhauCS-Aggressive
    base_model_relation: quantized
    library_name: mlx
    tags:
  • uncensored
  • unrestricted
  • decensored
  • mxfp8
    pipeline_tag: image-text-to-text

Qwen3.5-9B-Uncensored-HauhauCS-Aggressive

Qwen3.5-9B uncensored by HauhauCS.

Quality: quantized (mxfp8, group size: 32, 8.626 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

  • 9B 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 Qwen3.5-9B

Also check out the 27B variant

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/Qwen3.5-9B-Uncensored-HauhauCS-Aggressive

README history 3 versions

The author's README evolved over time. Click a version to see its content at that point.

  1. 2026-03-17Update README.md3b5cf3e2.1 KB
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  2. 2026-03-17Update README.mdc9735ff1.9 KB
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  3. 2026-03-17initial commit55fde0f28 B
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