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zecanard/Qwen3.5-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking-MLX-2bit-int2-affine

zecanard Qwen 39B multimodal second-order
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  • classification m3
  • files 14
  • hub_downloads_all_time 2,248
  • author_summary 95 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
2K
244 last 30d - stable
Likes
3
Model age
6mo ago
created 2026-04-12

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.

Downloads over time
Now2.3K→from358↑554%
2591K1.8K2.5K358 on Apr 152.3K on Oct 11AprMayJunJulAugSepOct
Apr 15 → Oct 11 · 65 snapshots · spans 179 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

License
apache-2.0
Languages
en zh
Tags
mlx - DavidAU/Qwen3.5-27B-Deckard-PKD-Heretic-Uncensored-Thinking safetensors qwen3_5 mlx unsloth fine tune heretic uncensored abliterated multi-stage tuned. all use cases coder

Related

Total size
14.5 GB
Files
14
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-04-15 14:37

Files by quantization

Auxiliary files 14 files 14.5 GB
model-00001-of-00003.safetensors 4.99 GB 78e05d4f download
model-00002-of-00003.safetensors 4.99 GB 0346eed4 download
model-00003-of-00003.safetensors 4.52 GB 8f1df0f6 download
tokenizer.json 19.1 MB 87a7830d download
vocab.json 6.41 MB 0aa0ce06 download
model.safetensors.index.json 306 KB 546be7bc download
chat_template.jinja 8.14 KB 23b1b221 download
config.json 5.42 KB 97f4a843 download
README.md 2.07 KB 30ce3bbe download
.gitattributes 1.53 KB 52373fe2 download
processor_config.json 1.29 KB 266ebfa0 download
tokenizer_config.json 1.07 KB e15d4cc3 download
preprocessor_config.json 390 B 2ea84a43 download
video_preprocessor_config.json 385 B 3ba673a5 download

README current version from Hugging Face


language:

  • en
  • zh
    license: apache-2.0
    tags:
  • mlx
  • 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
    base_model: DavidAU/Qwen3.5-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking
    library_name: mlx
  • DavidAU/Qwen3.5-27B-Deckard-PKD-Heretic-Uncensored-Thinking
    pipeline_tag: image-text-to-text

🦆 zecanard/Qwen3.5-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking-MLX-2bit-affine

This model was converted to MLX from DavidAU/Qwen3.5-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking using mlx-vlm version 0.4.4.
Please refer to the original model card for more details.

🌟 Quality

Quantized vision language model with 3.153 bits per weight.

mlx_vlm.convert --quantize --q-bits 2 --q-group-size 32 --q-mode affine

🛠️ 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:

{%- set enable_thinking = true %}

🖥️ Use with mlx

pip install -U mlx-vlm
mlx_vlm.generate --model zecanard/Qwen3.5-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking-MLX-2bit-affine --max-tokens 100 --temperature 0 --prompt "Describe this image." --image <path_to_image>

README history 9 versions

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

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