Qwen3.8-27B-Uncensored
27BQwenuncensoredgated
from Qwen/Qwen3.8-27B
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Qwen3.8-27B
Qwen3.8-27B is a abliterated and uncensored variant of Qwen/Qwen3.8-27B, published on Hugging Face by shawnw3i. It is 27B parameters, 48GB VRAM class class and apache-2.0 licence. It is distributed across 3 repositories in AWQ and GPTQ formats, totalling 138.6K downloads.
Specification
- Model name
- Qwen3.8-27B
- Source repository
- shawnw3i/Qwen3.8-27B-AWQ-MTP
- Base model
- Qwen/Qwen3.8-27B
- Publisher
- shawnw3i
- 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
- AWQ, GPTQ
- First indexed
- 14 Aug 2026
- Last updated
- 28 Aug 2026
Ablation technique
How Qwen3.8-27B 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
“09-27-2026 Because Qwen3.8 utilizes non-traditional attention, the group size was reduced to 64 to prevent precision collapse.”
Running it
Commands are templates — confirm the exact repository and quant file before use.
Transformers
from transformers import AutoModelForCausalLM, AutoTokenizer
repo = "shawnw3i/Qwen3.8-27B-AWQ-MTP"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForCausalLM.from_pretrained(
repo, torch_dtype="auto", device_map="auto"
)vLLM
vllm serve shawnw3i/Qwen3.8-27B-AWQ-MTP --trust-remote-codeDownloads and variants (2)
Every published repository of Qwen3.8-27B, including quantised re-releases by other authors.
| Repository | Format | Downloads |
|---|---|---|
| shawnw3i/Qwen3.8-27B-AWQ-MTPsource | AWQ | 123.3K |
| shawnw3i/Qwen3.8-27B-GPTQ-INT8-MTP | GPTQ | 15.3K |
Security-team assessment
Derived from this model’s metadata and the publisher’s claims — not from benchmarks run by this site.
- Qwen3.8-27B 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.
- 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/Qwen3.8-27B’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 is collected from the public Hugging Face API and the publisher’s model card. This site does not host weights, is not affiliated with shawnw3i, and does not independently verify publisher claims. See responsible use.