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zecanard/Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking-MLX-3bit-mixed_3_6

zecanard Qwen 39B multimodal second-order
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  • files 17
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  • author_summary 95 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
2K
91 last 30d - cooling
Likes
2
Model age
4mo ago
created 2026-06-11

Training datasets

Corpora the author lists in the model card. Datasets tracked in our /datasets catalog carry a category badge linking to the workflow stage. Others open on Hugging Face.

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Jun 10 → Oct 12 · 58 snapshots · spans 124 days

Genealogy 0 direct forks

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Metadata

License
apache-2.0
Languages
en zh
Tags
mlx safetensors qwen3_5 3-bit decensored unsloth fine tune heretic uncensored abliterated multi-stage tuned. all use cases

Related

Total size
19.2 GB
Files
17
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-06-12 08:47

Files by quantization

Auxiliary files 17 files 19.2 GB
model-00003-of-00004.safetensors 4.97 GB 9c85f2fd download
model-00002-of-00004.safetensors 4.97 GB 45bee7b2 download
model-00001-of-00004.safetensors 4.95 GB 2b8da2cf download
model-00004-of-00004.safetensors 4.30 GB 92e4163c download
tokenizer.json 19.1 MB 06b95093 download
vocab.json 6.41 MB 0aa0ce06 download
model.safetensors.index.json 306 KB 2c707efd download
config.json 188 KB 07c53f4a download
chat_template.jinja 7.97 KB 56865aba download
README.md 2.27 KB e011fb19 download
.gitattributes 1.53 KB 52373fe2 download
tokenizer_config.json 1.14 KB 1d134cd2 download
processor_config.json 991 B 8f29fe38 download
preprocessor_config.json 390 B 2ea84a43 download
video_preprocessor_config.json 385 B 3ba673a5 download
generation_config.json 202 B 023756cf download
configuration.json 51.0 B 3a6d4256 download

README current version from Hugging Face


base_model: DavidAU/Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking
library_name: mlx
language:

  • en
  • zh
    license: apache-2.0
    tags:
  • mlx
  • 3-bit
  • decensored
  • unsloth
  • fine tune
  • heretic
  • uncensored
  • abliterated
  • multi-stage tuned.
  • all use cases
  • coder
  • creative
  • creative writing
  • fiction writing
  • plot generation
  • sub-plot generation
  • fiction writing
  • story generation
  • scene continue
  • storytelling
  • fiction story
  • science fiction
  • romance
  • all genres
  • story
  • writing
  • vivid prosing
  • vivid writing
  • fiction
  • roleplaying
  • bfloat16
  • all use cases
    datasets:
  • TeichAI/claude-4.5-opus-high-reasoning-250x
  • DavidAU/PkDick-Deckard-5-Datasets
    pipeline_tag: image-text-to-text

🦆 zecanard/Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking-MLX-3bit-mixed_3_6

This model was converted to MLX from DavidAU/Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking using mlx-vlm version 0.6.3.
Please refer to the original model card for more details.

🌟 Quality

Mixed-precision quantized vision language model with an effective 4.169 bits per weight. Combines the size and speed benefits of a 3-bit quant with higher precision where it matters most.

mlx_vlm.convert --quantize --q-group-size 32 --quant-predicate mixed_3_6

🛠️ Customizations

This quant is aware of the current date, and also enables thinking (if available). You may disable this behavior by deleting the following line from the chat template, or changing true to false:

{%- set enable_thinking = true %}

A fix is also included for a thinking-related performance issue in Qwen 3.6.

🖥️ Use with mlx

pip install -U mlx-vlm
mlx_vlm.generate --model zecanard/Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking-MLX-3bit-mixed_3_6 --max-tokens 100 --temperature 0 --prompt "Describe this image." --image <path_to_image>

README history 1 version

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

  1. 2026-06-11Add files using upload-large-folder toold3e03192.3 KB
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