← back to catalog · registered 2026-08-22 13:56

dennny123/qwen3.6-uncensored

dennny123 Qwen GGUF MoE multimodal 262K ctx
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/dennny123%2Fqwen3.6-uncensored"
Response includes
  • classification m-uncensored
  • files 5
  • benchmarks 11 entries
  • hub_downloads_all_time 744
  • author_summary 1 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
744
73 last 30d - cooling
Likes
2
Model age
5mo ago
created 2026-05-01
Downloads over time
Now775→from96↑707%
6232258384396 on Apr 29775 on Oct 11AprMayJunJulAugSepOct
Apr 29 → Oct 11 · 63 snapshots · spans 165 days

Benchmarks

Portrait before abliteration
Benchmarks of the base model as it stood before the refusal-removal operation. Compare with the numbers above to see what the operation cost.
Benchmark Score Source
Entertainment 1.4 UGI
Hazardous 0 UGI
Natural Intelligence 25.43 UGI
Political lean -19.6% UGI
Sensitive-Info 14.03 UGI
SocPol 2.6 UGI
UGI 16.02 UGI
Willingness (10) 2 UGI
W10-Adherence 0 UGI
W10-Direct 4 UGI
Writing 35.83 UGI

Genealogy 0 direct forks

Full fork graph →

This model's place in the market. Above: what it was derived from. Below: the tree of everything derived from it.

Metadata

License
apache-2.0
Quantizations
Q8_0
Tags
llama.cpp gguf qwen3.6 qwen qwen3vl vision multimodal uncensored heretic q8_0 image-text-to-text base_model:Qwen/Qwen3.6-35B-A3B

Related

Total size
34.4 GB
Files
5
Quantizations
3
Registered
2026-08-22 13:56
Last updated on HF
2026-05-01 01:03

Files by quantization

Q8_0 1 file 34.4 GB
Qwen3.6-35B-A3B-uncensored-heretic-Q8_0.gguf 34.4 GB 9a399651 download
BF16 1 file 861 MB
Qwen3.6-35B-A3B-mmproj-BF16.gguf 861 MB 1c625f05 download
Auxiliary files 3 files 14.3 KB
run.sh 11.5 KB 10007829 download
.gitattributes 1.63 KB 2f1bd63d download
README.md 1.17 KB 0984ecdf download

README current version from Hugging Face


license: apache-2.0
base_model: Qwen/Qwen3.6-35B-A3B
library_name: llama.cpp
tags:

  • gguf
  • qwen3.6
  • qwen
  • qwen3vl
  • vision
  • multimodal
  • uncensored
  • heretic
  • llama.cpp
  • q8_0
    pipeline_tag: image-text-to-text

Qwen3.6 35B A3B Uncensored Q8 GGUF

Qwen3.6 35B A3B Uncensored Heretic packaged as a Q8 GGUF with vision support for llama.cpp.

Quick Start

Run on an H100 or other NVIDIA GPU machine:

git clone --filter=blob:none https://huggingface.co/dennny123/qwen3.6-uncensored
cd qwen3.6-uncensored
bash run.sh

Open TCP port 8080 in your cloud firewall if the Chat UI does not load.

API Example

curl http://localhost:8080/v1/chat/completions \
  -H "Content-Type: application/json" \
  -d '{
    "model": "qwen3.6-uncensored",
    "messages": [
      {"role": "user", "content": "Say OK"}
    ]
  }'

Attribution

This model uses the Heretic uncensoring method:

@misc{heretic,
  author = {Weidmann, Philipp Emanuel},
  title = {Heretic: Fully automatic censorship removal for language models},
  year = {2025},
  publisher = {GitHub},
  journal = {GitHub repository},
  howpublished = {\url{https://github.com/p-e-w/heretic}}
}

README history 1 version

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

  1. 2026-05-01Initial commit26204ef1.2 KB
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