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DavidAU/Qwen3.6-27B-F451-AND-TRI-Polar-Ultra-Pro-Writer-Uncensored-Heretic

DavidAU Qwen 27B multimodal
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  • classification m3
  • files 15
  • hub_downloads_all_time 2,889
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  • author_summary 213 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
3K
127 last 30d - cooling
Likes
19
Descendants
2
in 2 direct forks
Model age
3mo ago
created 2026-07-13
Available via
1 provider
featherless-ai

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
Now2.9K→from27↑10,767%
01.1K2.1K3.2K27 on Jul 152.9K on Oct 11JulAugSepOct
Jul 15 → Oct 11 · 53 snapshots · spans 88 days

Genealogy 2 direct forks

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Metadata

License
apache-2.0
Languages
en zh
Tags
transformers safetensors qwen3_5 image-text-to-text unsloth fine tune heretic uncensored abliterated multi-stage tuned. all use cases coder

Related

Total size
51.0 GB
Files
15
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-07-17 07:45

Files by quantization

Auxiliary files 15 files 51.0 GB
model-00003-of-00006.safetensors 9.25 GB e34fc980 download
model-00004-of-00006.safetensors 9.22 GB 821761d4 download
model-00005-of-00006.safetensors 9.22 GB 46284ffc download
model-00001-of-00006.safetensors 9.22 GB 31d420c4 download
model-00002-of-00006.safetensors 9.17 GB 7ac47768 download
model-00006-of-00006.safetensors 4.88 GB a169a0f3 download
tokenizer.json 19.1 MB 6f32ce20 download
model.safetensors.index.json 109 KB 09b76581 download
tokenizer_config.json 14.9 KB 5cc018ff download
chat_template.jinja 7.58 KB a8755d82 download
config.json 4.44 KB 78507dbf download
README.md 1.69 KB bbd4c5d4 download
.gitattributes 1.53 KB 52373fe2 download
processor_config.json 1.16 KB 33818c7f download
generation_config.json 213 B d04042de download

README current version from Hugging Face


language:

  • en
  • zh
    license: apache-2.0
    tags:
  • 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:
  • DavidAU/Polar-STRICT-Datasets
  • DavidAU/F451-STRICT-Datasets
    pipeline_tag: image-text-to-text
    library_name: transformers

This model was used as a part of:

https://huggingface.co/DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF

This version exceeds "Qwen3.6-27B-F451-AND-TRI-Polar-Ultra-Pro-Writer-Uncensored-Heretic" in ALL BENCHMARKS, including scoring OVER 700 in ARC-C for both 8 bit and 4 bit.

(see the benchmarks on the "711" repo.)

Qwen3.6-27B-F451-AND-TRI-Polar-Ultra-Pro-Writer-Uncensored-Heretic

An Unsloth fine tune on local hardware to specifically raise the model's core intelligence.

Benchmarks:

           arc   arc/e boolq hswag obkqa piqa  wino

Qwen3.6-27B-F451-AND-TRI-Polar-Ultra-Pro-Writer-Uncensored-Heretic [instruct]
mxfp8      0.665,0.830,0.909,...
mxfp4      0.654,0.830,0.905,...

Qwen3.6-27B-Instruct: [base, non heretic]
qx86-hi    0.637,0.798,0.911,0.775,0.442,0.807,0.737

Qwen3.5-27B-Instruct: [base, non heretic]
mxfp8      0.557,0.711,0.868,0.533,0.452,0.706,0.695

Models are tested in "Instruct" mode because this generally works better with the testing harness.

Testing via "thinking" mode also shows the metrics (and changes) but not the true extent.

README history 6 versions

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

  1. 2026-07-17Update README.md40345f61.7 KB
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  2. 2026-07-15Update README.mdc85af581.2 KB
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  3. 2026-07-15Update README.mdd0381e8650 B
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  4. 2026-07-15Update README.mde1178b1551 B
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  5. 2026-07-15Update README.mddae6ad9564 B
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  6. 2026-07-13Create README.mdab7b2f646 B
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