abliteratedmodels.org

qwen3.8-27b-aeon-ultimate-uncensored-attention8-bf16recurrence-vision-mtplx

qwen3.8-27b-aeon-ultimate-uncensored-attention8-bf16recurrence-vision-mtplx is a abliterated and uncensored variant of AEON-7/Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-BF16, published on Hugging Face by Shiftedx. It is 27B parameters, 48GB VRAM class class and apache-2.0 licence. It is distributed across 2 repositories in MLX format, totalling 8.8K downloads.

Abliteration + uncensored fine-tune27BQwen25B – 50B8,7603

Specification

Model name
qwen3.8-27b-aeon-ultimate-uncensored-attention8-bf16recurrence-vision-mtplx
Publisher
Shiftedx
Parameters
27B
Hardware class
25B – 50B — 48GB VRAM class
Licence
apache-2.0
Task
Image text to text
Context window
Not documented
Ablation scope
Not stated by the publisher
Formats available
MLX
First indexed
17 Aug 2026
Last updated
28 Aug 2026

Ablation technique

How qwen3.8-27b-aeon-ultimate-uncensored-attention8-bf16recurrence-vision-mtplx 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

It packages the mixed-precision language model, BF16 vision tower, tokenizer, tool template, and native BF16 multi-token-prediction head in one MTPLX-ready repository.

Running it

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

Transformers
from transformers import AutoModelForCausalLM, AutoTokenizer

repo = "Shiftedx/qwen3.8-27b-aeon-ultimate-uncensored-attention8-bf16recurrence-vision-mtplx"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForCausalLM.from_pretrained(
    repo, torch_dtype="auto", device_map="auto"
)
vLLM
vllm serve Shiftedx/qwen3.8-27b-aeon-ultimate-uncensored-attention8-bf16recurrence-vision-mtplx --trust-remote-code

Downloads and variants (1)

The only published repository of qwen3.8-27b-aeon-ultimate-uncensored-attention8-bf16recurrence-vision-mtplx.

Security-team assessment

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

  • qwen3.8-27b-aeon-ultimate-uncensored-attention8-bf16recurrence-vision-mtplx 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 AEON-7/Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-BF16, 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 AEON-7/Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-BF16’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 qwen3.8-27b-aeon-ultimate-uncensored-attention8-bf16recurrence-vision-mtplx is collected from the public Hugging Face API and the publisher’s model card. This site does not host weights, is not affiliated with Shiftedx, and does not independently verify publisher claims. See responsible use.