abliteratedmodels.org

Qwen3.6-27B-AEON-Ultimate-Uncensored

Qwen3.6-27B-AEON-Ultimate-Uncensored is a abliterated and uncensored variant of Qwen/Qwen3.6-27B, published on Hugging Face by mlx-community. It is 27B parameters, 48GB VRAM class class and apache-2.0 licence. It is distributed across 27 repositories in MLX, Full precision, NVFP4 and GGUF formats, totalling 27.8K downloads.

Abliteration + uncensored fine-tune27BQwen25B – 50B27,815147

Specification

Model name
Qwen3.6-27B-AEON-Ultimate-Uncensored
Publisher
mlx-community
Parameters
27B
Hardware class
25B – 50B — 48GB VRAM class
Licence
apache-2.0
Task
Text generation
Context window
Not documented
Ablation scope
Not stated by the publisher
Formats available
MLX, Full precision, NVFP4, GGUF, FP8, GGUF (imatrix), GPTQ
First indexed
24 Apr 2026
Last updated
22 Aug 2026

Ablation technique

How Qwen3.6-27B-AEON-Ultimate-Uncensored was modified, and what that implies.

Abliteration + uncensored fine-tune

Directional ablation combined with additional fine-tuning on unfiltered data, so behaviour diverges from the base model beyond refusal removal alone.

Reported scope: Not stated by the publisher. Publishers frequently omit this, so verify behaviour empirically rather than assuming full coverage.

From the publisher’s model card

The Model mlx-community/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-8Bit was converted to MLX format from AEON-7/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16 using mlx-lm version 0.31.2.

Running it

Commands are templates — confirm the exact repository and quant file before use.

llama.cpp / GGUF
hf download Abiray/Qwen3.6-27B-AEON-Ultimate-Uncensored-GGUF --local-dir ./qwen3.6-27b-aeon-ultimate-uncensored
llama-cli -m ./qwen3.6-27b-aeon-ultimate-uncensored/<file>.gguf -p "..."
Transformers
from transformers import AutoModelForCausalLM, AutoTokenizer

repo = "mlx-community/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-8Bit"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForCausalLM.from_pretrained(
    repo, torch_dtype="auto", device_map="auto"
)
vLLM
vllm serve mlx-community/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-8Bit --trust-remote-code

Downloads and variants (26)

Every published repository of Qwen3.6-27B-AEON-Ultimate-Uncensored, including quantised re-releases by other authors.

RepositoryFormatDownloads
mlx-community/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-8BitsourceMLX4.6K
AEON-7/Qwen3.6-27B-AEON-Ultimate-Uncensored-NVFP4NVFP43.7K
kasimat/Qwen3.6-27B-AEON-Ultimate-Uncensored-FP8-MTPFP83.3K
Abiray/Qwen3.6-27B-AEON-Ultimate-Uncensored-GGUFGGUF2.5K
AEON-7/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16Full precision2.2K
mlx-community/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2BitMLX1.8K
mradermacher/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-i1-GGUFGGUF (imatrix)1.6K
theLittleStone/Qwen3.6-27B-AEON-Ultimate-Uncensored-MTP-i1-GGUFGGUF (imatrix)1.6K
kasimat/Qwen3.6-27B-AEON-Ultimate-Uncensored-GGUFGGUF1.5K
mradermacher/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-GGUFGGUF1.1K
groxaxo/Qwen3.6-27B-AEON-Ultimate-Uncensored-GPTQ-Pro-FOEM-4bit-g128GPTQ973
lambsea/Qwen3.6-27B-AEON-Ultimate-Uncensored-UD-GGUFGGUF824
theLittleStone/Qwen3.6-27B-AEON-Ultimate-Uncensored-MTP-GGUFGGUF468
wazimondo/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-i1-GGUFGGUF (imatrix)292
KryptykAngel/Qwen3.6-27B-AEON-Ultimate-Uncensored-MTP-i1-GGUFGGUF (imatrix)287
wazimondo/Qwen3.6-27B-AEON-Ultimate-Uncensored-GGUFGGUF277
mlx-community/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-fp16MLX242
mlx-community/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-4BitMLX101
KryptykAngel/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-GGUFGGUF101
earth-demon/Qwen3.6-27B-AEON-Ultimate-Uncensored-GGUFGGUF58
mlx-community/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-6BitMLX35
SteadyVictor/Qwen3.6-27B-AEON-Ultimate-Uncensored-NVFP4NVFP424
mlx-community/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-3BitMLX16
mlx-community/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-5BitMLX13
Iambackup/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16Full precision7
dandanniubi/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-6BitMLX0

Security-team assessment

Derived from this model’s metadata and the publisher’s claims — not from benchmarks run by this site.

  • Qwen3.6-27B-AEON-Ultimate-Uncensored will attempt offensive-security prompts that a hosted commercial model declines, which is what makes it usable for red-team corpus generation and for measuring what an unaligned model of this class produces.
  • Capability is inherited from Qwen/Qwen3.6-27B, not added by ablation — at 27B parameters, expect roughly the base model’s competence, minus some instruction-following fidelity.
  • The publisher does not state which layers were ablated, so assume nothing about refusal consistency — probe it directly.
  • This release adds fine-tuning on unfiltered data, so its behaviour diverges from the base model beyond refusal removal — differences you measure cannot be attributed to ablation alone.
  • Declared licence is apache-2.0, but the terms that bind you are Qwen/Qwen3.6-27B’s — a re-release cannot grant more than its parent.

Handling: run it isolated, put moderation in front of it if anyone outside your team can reach it, and verify the weights before loading — these are third-party artifacts. Full handling and licence guidance.

Metadata for Qwen3.6-27B-AEON-Ultimate-Uncensored is collected from the public Hugging Face API and the publisher’s model card. This site does not host weights, is not affiliated with mlx-community, and does not independently verify publisher claims. See responsible use.