abliteratedmodels.org

Qwen3.8-27B-OBLITERATED

Qwen3.8-27B-OBLITERATED is a refusal-ablated variant of Qwen/Qwen3.8-27B, published on Hugging Face by ls81n3098. It is 27B parameters, 48GB VRAM class class and apache-2.0 licence. It is distributed across 37 repositories in GGUF, GGUF (imatrix), NVFP4 and FP8 formats, totalling 1.1M downloads.

Abliteration (directional ablation)27BQwen25B – 50B1,075,8681106

Specification

Model name
Qwen3.8-27B-OBLITERATED
Publisher
ls81n3098
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
GGUF, GGUF (imatrix), NVFP4, FP8, AWQ, Compressed tensors, Full precision, Transformers
First indexed
19 Aug 2026
Last updated
6 Sept 2026

Ablation technique

How Qwen3.8-27B-OBLITERATED was modified, and what that implies.

Abliteration (directional ablation)

The single residual-stream direction that mediates refusal is identified from harmful/harmless prompt pairs and projected out of the model weights.

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

This repository contains only the files referenced by the source model's model.safetensors.index.json plus tokenizer, processor, configuration, and license files required for Transformers/vLLM loading.

Running it

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

llama.cpp / GGUF
hf download OBLITERATUS/Qwen3.8-27B-OBLITERATED --local-dir ./qwen3.8-27b-obliterated
llama-cli -m ./qwen3.8-27b-obliterated/<file>.gguf -p "..."
Transformers
from transformers import AutoModelForCausalLM, AutoTokenizer

repo = "ls81n3098/Qwen3.8-27B-OBLITERATED-safetensors"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForCausalLM.from_pretrained(
    repo, torch_dtype="auto", device_map="auto"
)
vLLM
vllm serve ls81n3098/Qwen3.8-27B-OBLITERATED-safetensors --trust-remote-code

Downloads and variants (36)

Every published repository of Qwen3.8-27B-OBLITERATED, including quantised re-releases by other authors.

Security-team assessment

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

  • Qwen3.8-27B-OBLITERATED 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/Qwen3.8-27B, 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.
  • Declared licence is apache-2.0, but the terms that bind you are Qwen/Qwen3.8-27B’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 Qwen3.8-27B-OBLITERATED is collected from the public Hugging Face API and the publisher’s model card. This site does not host weights, is not affiliated with ls81n3098, and does not independently verify publisher claims. See responsible use.