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sealad886/DavidAU-Qwen3.6-21B-IQ-Ultra-Heretic-Uncensored-Thinking-mixed_2_6-MLX

sealad886 Qwen 21B second-order
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Response includes
  • classification m3
  • files 10
  • hub_downloads_all_time 1,372
  • author_summary 1 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
510 last 30d - stable
Likes
1
Model age
8w ago
created 2026-08-12
Downloads over time
Now1.5K→from555↑177%
5068821.3K1.6K555 on Aug 191.5K on Oct 11AugSepOct
Aug 19 → Oct 11 · 48 snapshots · spans 53 days

Genealogy 0 direct forks

Full fork graph →

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 safetensors qwen3_5 unsloth heretic uncensored abliterated fine tune creative creative writing fiction writing plot generation

Related

Total size
7.66 GB
Files
10
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-08-12 17:54

Files by quantization

Auxiliary files 10 files 7.68 GB
model-00001-of-00002.safetensors 4.94 GB 10a45e18 download
model-00002-of-00002.safetensors 2.72 GB 3d1b218d download
tokenizer.json 19.1 MB 06b95093 download
model.safetensors.index.json 139 KB a5e8969c download
config.json 118 KB 8c08de65 download
chat_template.jinja 7.58 KB a8755d82 download
.gitattributes 1.53 KB 52373fe2 download
README.md 1.49 KB ba395f16 download
tokenizer_config.json 1.13 KB 8d610519 download
generation_config.json 202 B 023756cf download

README current version from Hugging Face


language:

  • en
  • zh
    license: apache-2.0
    tags:
  • unsloth
  • heretic
  • uncensored
  • abliterated
  • fine tune
  • 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
  • all use cases
  • mlx
    library_name: mlx
    pipeline_tag: text-generation
    base_model: DavidAU/Qwen3.6-21B-IQ-Ultra-Heretic-Uncensored-Thinking

sealad886/DavidAU-Qwen3.6-21B-IQ-Ultra-Heretic-Uncensored-Thinking-mixed_2_6-MLX

This model sealad886/DavidAU-Qwen3.6-21B-IQ-Ultra-Heretic-Uncensored-Thinking-mixed_2_6-MLX was
converted to MLX format from DavidAU/Qwen3.6-21B-IQ-Ultra-Heretic-Uncensored-Thinking
using mlx-lm version 0.31.1.

Use with mlx

pip install mlx-lm
from mlx_lm import load, generate

model, tokenizer = load("sealad886/DavidAU-Qwen3.6-21B-IQ-Ultra-Heretic-Uncensored-Thinking-mixed_2_6-MLX")

prompt = "hello"

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

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. 2026-08-12Add files using upload-large-folder toold8aebac1.5 KB
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