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genevera/Qwen3.8-27B-Uncensored-Heretic-Abliterated-exl3

genevera Qwen 27B second-order
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  • author_summary 3 models
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Abliteration classifier · v1.0.0
M3
Primary method

Layer-wise ablation

Applied on top of direct removal inherited from the base model.
Confidence
HIGH
Inherited from base model
Why this label 2 signals
Producer identity confirmed by naming conventions, tags or the model card. This label is very unlikely to change.
  • 'heretic' in model name (Heretic-produced)
  • Heretic uses layer-wise optimization (M3) with underlying direction removal (M1)
Refusal direction extracted via
Extraction technique

Difference-of-means

Confidence
HIGH
Why we say so
name contains 'heretic'; Heretic default extraction is difference-of-means (Arditi 2024)
Downloads · lifetime
52
43 last 30d - active
Likes
0
Model age
6w ago
created 2026-08-27
Downloads over time
Now68→from9↑656%
02550759 on Aug 2668 on Oct 1168 on Oct 6AugSepOct
Aug 26 → Oct 11 · 47 snapshots · spans 46 days

Genealogy 0 direct forks

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This model's place in the market. Above: what it was derived from. Below: the tree of everything derived from it.

Metadata

Tags
exl3 quantized qwen3 abliterated uncensored region:us

Related

Total size
0 B
Files
2
Quantizations
1
Registered
2026-08-27 05:02
Last updated on HF
2026-08-27 04:13

Files by quantization

Auxiliary files 2 files 2.79 KB
README.md 2.70 KB 968e966e download
.gitattributes 92.0 B a07846b9 download

README current version from Hugging Face


base_model: alexander2323/Qwen3.8-27B-Uncensored-Heretic-Abliterated
tags:

  • exl3
  • quantized
  • qwen3
  • abliterated
  • uncensored

Qwen3.8-27B-Uncensored-Heretic-Abliterated — EXL3 Quantizations

This repository contains EXL3 quantizations of alexander2323/Qwen3.8-27B-Uncensored-Heretic-Abliterated at multiple bitrates. Each quantization lives on its own branch.

Quick Links

Branch Bitrate Head Shards Size (approx.)
2.00bpw 2.00 bpw 4 bpw 2 ~13 GB
3.00bpw 3.00 bpw 4 bpw 2 ~20 GB
4.00bpw 4.00 bpw 6 bpw 2 ~27 GB
5.00bpw 5.00 bpw 6 bpw 3 ~33 GB
6.00bpw 6.00 bpw 6 bpw 3 ~40 GB
8.00bpw 8.00 bpw 8 bpw 4 ~53 GB

Quantization Details

All quantizations were generated with exllamav3 using:

  • Calibration: 250 rows × 2048 tokens
  • Codebook: mul1
  • Out scales: always
  • Hardware: 2× RTX 5090 (32 GB) + 1× RTX 6000 Blackwell (96 GB)
  • Device ratios: 2:2:4 (GPU 0:1:2)

Usage

# Clone a specific quantization branch
git clone -b 4.00bpw https://huggingface.co/genevera/Qwen3.8-27B-Uncensored-Heretic-Abliterated-exl3

# Or with git-lfs
git lfs install
git clone https://huggingface.co/genevera/Qwen3.8-27B-Uncensored-Heretic-Abliterated-exl3
cd Qwen3.8-27B-Uncensored-Heretic-Abliterated-exl3
git checkout 4.00bpw

Load with exllamav3:

from exllamav3 import ExLlamaV3
from exllamav3.config import ExLlamaV3Config

config = ExLlamaV3Config()
config.model_dir = "./"
model = ExLlamaV3(config)

Source Model

alexander2323/Qwen3.8-27B-Uncensored-Heretic-Abliterated — an abliterated + uncensored variant of Qwen3 27B.

License

Same as the source model. See alexander2323/Qwen3.8-27B-Uncensored-Heretic-Abliterated for details.

README history 4 versions

The author's README evolved over time. Click a version to see its content at that point.

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