Qwen3.8-27B-Humanlike-Chat
27BQwenuncensored
from huihui-ai/Huihui-Qwen3.8-27B-abliterated
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Qwen3.8-27B-huihui-abliterated-groupwise-int-NInfer
Qwen3.8-27B-huihui-abliterated-groupwise-int-NInfer is a refusal-ablated variant of huihui-ai/Huihui-Qwen3.8-27B-abliterated, published on Hugging Face by Barding-Defense. It is 27B parameters, 48GB VRAM class class and apache-2.0 licence. It is distributed across 2 repositories in Transformers format, totalling 11.1K downloads.
Specification
- Model name
- Qwen3.8-27B-huihui-abliterated-groupwise-int-NInfer
- Source repository
- Barding-Defense/Qwen3.8-27B-huihui-abliterated-groupwise-int-NInfer
- Base model
- huihui-ai/Huihui-Qwen3.8-27B-abliterated
- Publisher
- Barding-Defense
- Parameters
- 27B
- VRAM required
- ~17.2 GB at Q4_K_M, 4k context (estimated) — runs on 24 GB cards
- Hardware class
- 25B – 50B — 48GB VRAM class
- Licence
- apache-2.0
- Task
- Image text to text
- Context window
- 16K tokens (as documented)
- Ablation scope
- Not stated by the publisher
- Formats available
- Transformers
- First indexed
- 3 Sept 2026
- Last updated
- 4 Sept 2026
Ablation technique
How Qwen3.8-27B-huihui-abliterated-groupwise-int-NInfer 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 is the refusal-removed counterpart to the official neroued/Qwen3.8-27B-NInfer artifact, using the same weights profile. One file carries the complete container — Text, Vision, MTP, the optimized proposal head, tokenizer, chat template, generation config and media-processor resources.”
Running it
Commands are templates — confirm the exact repository and quant file before use.
Transformers
from transformers import AutoModelForCausalLM, AutoTokenizer
repo = "Barding-Defense/Qwen3.8-27B-huihui-abliterated-groupwise-int-NInfer"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForCausalLM.from_pretrained(
repo, torch_dtype="auto", device_map="auto"
)vLLM
vllm serve Barding-Defense/Qwen3.8-27B-huihui-abliterated-groupwise-int-NInfer --trust-remote-codeDownloads and variants (1)
The only published repository of Qwen3.8-27B-huihui-abliterated-groupwise-int-NInfer.
| Repository | Format | Downloads |
|---|---|---|
| Barding-Defense/Qwen3.8-27B-huihui-abliterated-groupwise-int-NInfersource | Transformers | 11.1K |
Security-team assessment
Derived from this model’s metadata and the publisher’s claims — not from benchmarks run by this site.
- Qwen3.8-27B-huihui-abliterated-groupwise-int-NInfer 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 huihui-ai/Huihui-Qwen3.8-27B-abliterated, 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 huihui-ai/Huihui-Qwen3.8-27B-abliterated’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-huihui-abliterated-groupwise-int-NInfer is collected from the public Hugging Face API and the publisher’s model card. This site does not host weights, is not affiliated with Barding-Defense, and does not independently verify publisher claims. See responsible use.