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Justanut/Qwen3.6-27B-uncensored-heretic-v2-Native-MTP-Preserved-oQ6e-mtp

Justanut Qwen 27B
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Response includes
  • classification m3
  • files 15
  • hub_downloads_all_time 1,050
  • author_summary 3 models
  • readme_text full
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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
1K
15 last 30d - cooling
Likes
0
Model age
3mo ago
created 2026-07-13
Downloads over time
Now1.1K→from441↑139%
4106458791.1K441 on Jul 151.1K on Oct 111.1K on Oct 9JulAugSepOct
Jul 15 → Oct 11 · 53 snapshots · spans 88 days

Metadata

Tags
mlx safetensors qwen3_5 oq quantized 6-bit region:us

Related

Total size
22.1 GB
Files
15
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-07-13 12:39

Files by quantization

Auxiliary files 15 files 22.1 GB
model-00004-of-00005.safetensors 4.70 GB aa685e15 download
model-00001-of-00005.safetensors 4.68 GB 33233ce8 download
model-00003-of-00005.safetensors 4.68 GB 7164340a download
model-00002-of-00005.safetensors 4.68 GB 2c833b7c download
model-00005-of-00005.safetensors 3.36 GB 89190c14 download
tokenizer.json 19.1 MB 6f32ce20 download
model.safetensors.index.json 207 KB d8da6a49 download
oq_imatrix_report.json 30.0 KB da45e74e download
config.json 12.6 KB db42813e download
chat_template.jinja 11.7 KB 177eacb1 download
.gitattributes 1.53 KB 52373fe2 download
tokenizer_config.json 1.13 KB c487bad4 download
preprocessor_config.json 390 B 2ea84a43 download
README.md 352 B a9ddddd5 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-oQ6e-mtp

This model was quantized using oQ (oMLX v0.5.1) mixed-precision quantization.

Quantization details

  • Model type: qwen3_5
  • Bits: 6
  • Group size: 64
  • Format: MLX safetensors

README history 1 version

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

  1. 2026-07-13Upload Qwen3.6-27B-uncensored-heretic-v2-Native-MTP-Preserved-oQ6e-mtp via oMLX7899da1352 B
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