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bi0h4z4rd88/Qwen3.6-27B-uncensored-heretic-v2-Native-MTP-Preserved-oQ8-mtp

bi0h4z4rd88 Qwen 27B
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  • classification m3
  • files 15
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  • author_summary 1 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
3K
45 last 30d - cooling
Likes
2
Model age
4mo ago
created 2026-05-31
Downloads over time
Now3K→from527↑475%
4021.4K2.3K3.3K527 on Jun 103K on Oct 113K on Oct 7JunJulAugSepOct
Jun 10 → Oct 11 · 57 snapshots · spans 123 days

Metadata

Tags
mlx safetensors qwen3_5 oq quantized 8-bit region:us
Total size
27.9 GB
Files
15
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-05-31 14:15

Files by quantization

Auxiliary files 15 files 28.0 GB
model-00005-of-00006.safetensors 4.70 GB e09fdaa1 download
model-00004-of-00006.safetensors 4.70 GB 535a1788 download
model-00001-of-00006.safetensors 4.69 GB 8191f16f download
model-00003-of-00006.safetensors 4.67 GB 01140264 download
model-00002-of-00006.safetensors 4.66 GB 77878fdc download
model-00006-of-00006.safetensors 4.53 GB 47dc9fb0 download
tokenizer.json 19.1 MB 6f32ce20 download
model.safetensors.index.json 207 KB 6c08c289 download
chat_template.jinja 11.7 KB 177eacb1 download
config.json 3.80 KB c5ff5a3c download
.gitattributes 1.53 KB 52373fe2 download
tokenizer_config.json 1.13 KB c487bad4 download
README.md 534 B 50d417c6 download
preprocessor_config.json 390 B 2ea84a43 download
generation_config.json 226 B 2dd033e0 download

README current version from Hugging Face


library_name: mlx
tags:

  • mlx
  • oq
  • quantized

Qwen3.6-27B-uncensored-heretic-v2-Native-MTP-Preserved-oQ8-mtp

Model based on llmfan46 work, with the oQ optimizations, MTP preserved and Vision enabled.

This model was quantized using oQ (oMLX v0.3.12) mixed-precision quantization.

Quantization details

  • Model type: qwen3_5
  • Bits: 8
  • Group size: 64
  • Format: MLX safetensors

README history 2 versions

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

  1. 2026-05-31Update README.mdfcd3e24534 B
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  2. 2026-05-31Upload Qwen3.6-27B-uncensored-heretic-v2-Native-MTP-Preserved-oQ8-mtp via oMLX6bd18b8352 B
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