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vadimayegorov/Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking-MLX-2bit-mixed_2_6-mlx-fp16

vadimayegorov 39B multimodal second-order
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Response includes
  • classification m3
  • files 11
  • hub_downloads_all_time 473
  • author_summary 2 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
473
289 last 30d - active
Likes
0
Model age
8w ago
created 2026-09-03

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
Now773→from0↑0%
02835678500 on Sep 3773 on Oct 30SepOct
Sep 3 → Oct 30 · 58 snapshots · spans 57 days

Genealogy 0 direct forks

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Metadata

License
apache-2.0
Languages
en zh
Tags
mlx safetensors qwen3_5 2-bit decensored unsloth fine tune heretic uncensored abliterated multi-stage tuned. all use cases

Related

Total size
14.6 GB
Files
11
Quantizations
1
Registered
2026-09-03 18:03
Last updated on HF
2026-09-03 18:03

Files by quantization

Auxiliary files 11 files 14.6 GB
model-00002-of-00003.safetensors 4.99 GB 900ae04f download
model-00001-of-00003.safetensors 4.95 GB afb4bc36 download
model-00003-of-00003.safetensors 4.64 GB 56b1bca1 download
tokenizer.json 19.1 MB 06b95093 download
model.safetensors.index.json 278 KB b79c5647 download
config.json 187 KB 056c92d3 download
chat_template.jinja 7.97 KB 56865aba download
README.md 1.89 KB 9f0751c7 download
.gitattributes 1.53 KB 52373fe2 download
tokenizer_config.json 1.18 KB eb15ee01 download
generation_config.json 202 B 023756cf download

README current version from Hugging Face


base_model: zecanard/Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking-MLX-2bit-mixed_2_6
library_name: mlx
language:

  • en
  • zh
    license: apache-2.0
    tags:
  • mlx
  • 2-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
  • story generation
  • scene continue
  • storytelling
  • fiction story
  • science fiction
  • romance
  • all genres
  • story
  • writing
  • vivid prosing
  • vivid writing
  • fiction
  • roleplaying
  • bfloat16
  • mlx
  • mlx-my-repo
    datasets:
  • TeichAI/claude-4.5-opus-high-reasoning-250x
  • DavidAU/PkDick-Deckard-5-Datasets
    pipeline_tag: image-text-to-text

vadimayegorov/Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking-MLX-2bit-mixed_2_6-mlx-fp16

The Model vadimayegorov/Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking-MLX-2bit-mixed_2_6-mlx-fp16 was converted to MLX format from zecanard/Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking-MLX-2bit-mixed_2_6 using mlx-lm version 0.31.2.

Use with mlx

pip install mlx-lm
from mlx_lm import load, generate

model, tokenizer = load("vadimayegorov/Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking-MLX-2bit-mixed_2_6-mlx-fp16")

prompt="hello"

if hasattr(tokenizer, "apply_chat_template") and tokenizer.chat_template is not None:
    messages = [{"role": "user", "content": prompt}]
    prompt = tokenizer.apply_chat_template(
        messages, tokenize=False, add_generation_prompt=True
    )

response = generate(model, tokenizer, prompt=prompt, verbose=True)

README history 1 version

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

  1. 2026-09-03Upload folder using huggingface_hub1be0a941.9 KB
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