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TheCluster/Gemma-4-31B-it-The-DECKARD-HERETIC-UNCENSORED-Thinking-MLX-8bit

TheCluster Gemma 31B multimodal second-order
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Response includes
  • classification m3
  • files 15
  • benchmarks 11 entries
  • hub_downloads_all_time 2,048
  • author_summary 28 models
  • readme_text full
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What "m3" means · taxonomy
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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
M1 Direct removal →
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)
How we label → About M3 →
Refusal direction extracted via
Extraction technique

Difference-of-means

FromArditi et al. (2024) ↗
Confidence
HIGH
Why we say so
name contains 'heretic'; Heretic default extraction is difference-of-means (Arditi 2024)
What is a refusal direction? → Read the paper ↗
Downloads · lifetime
2K
175 last 30d - cooling
Likes
1
Model age
5mo ago
created 2026-04-16
Downloads over time
Now2.1K→from319↑565%
2299201.6K2.3K319 on Apr 152.1K on Oct 11AprMayJunJulAugSepOct
Apr 15 → Oct 11 · 65 snapshots · spans 179 days

Benchmarks

Benchmark Score Source
Entertainment 2.8 UGI
Hazardous 4.7 UGI
Natural Intelligence 34.42 UGI
Political lean -22.2% UGI
Sensitive-Info 32.29 UGI
SocPol 2.6 UGI
UGI 52.36 UGI
Willingness (10) 9.2 UGI
W10-Adherence 8.5 UGI
W10-Direct 10 UGI
Writing 38.68 UGI

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.

DavidAU/gemma-4-31B-it-The-DECKARD-HERETIC-UNCENSORED-Thinking↓ 540 this lineage
TheCluster/Gemma-4-31B-it-The-DECKARD-HERETIC-UNCENSORED-Thinking-MLX-8bit↓ 175

Metadata

License
apache-2.0
Languages
en zh ru es fr it ja ko af de ar tr is pl sw sv nl he id uk fa pa pt ms fi el
Tags
mlx safetensors gemma4 heretic uncensored unrestricted decensored abliterated creative creative writing fiction writing plot generation

Related

Other by TheCluster
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED-MLX-mxfp8 7K Qwen3.5-9B-Uncensored-HauhauCS-Aggressive-MLX-mxfp4 7K Qwen3.5-35B-A3B-Uncensored-HauhauCS-Aggressive-MLX-mxfp4 1K Qwen3.5-9B-Uncensored-HauhauCS-Aggressive-MLX-mxfp8 1K Qwen3.8-27B-ABLITERATED-UNCENSORED-PHILADELPHIA-CLASS-MLX-mixed-9.4bit 916
Same base model
mradermacher/gemma-4-31B-it-The-DECKARD-HERETIC-UNCENSORED-Thinking-i1-GGUF 46K AEON-7/Gemma-4-31B-it-DECKARD-HERETIC-Uncensored-NVFP4 7K AEON-7/Gemma-4-31B-it-DECKARD-HERETIC-Uncensored-NVFP4-SVDQuant 7K mradermacher/gemma-4-31B-it-The-DECKARD-HERETIC-UNCENSORED-Thinking-GGUF 4K connstruct/gemma-4-31B-it-The-DECKARD-HERETIC-UNCENSORED-Thinking 545
Total size
31.4 GB
Files
15
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-04-16 04:47
Source huggingface.co/TheCluster/Gemma-4-31B-it-The-DECKARD-HERETIC-UNCENSORED-Thinking-MLX-8bit ↗ Base model DavidAU/gemma-4-31B-it-The-DECKARD-HERETIC-UNCENSORED-Thinking →

Files by quantization

Auxiliary files 15 files 31.5 GB
model-00005-of-00007.safetensors 4.98 GB 8cb6e306 download
model-00004-of-00007.safetensors 4.96 GB 66f9e6bc download
model-00002-of-00007.safetensors 4.96 GB f5f2486b download
model-00006-of-00007.safetensors 4.91 GB 0256d42e download
model-00003-of-00007.safetensors 4.91 GB 3624c3e4 download
model-00001-of-00007.safetensors 4.90 GB e51110f1 download
model-00007-of-00007.safetensors 1.82 GB 2386f9b7 download
tokenizer.json 30.7 MB cc8d3a0c download
model.safetensors.index.json 201 KB 09b21298 download
config.json 47.7 KB 96894c5c download
chat_template.jinja 16.1 KB df3629f1 download
tokenizer_config.json 2.62 KB 59dd4b62 download
.gitattributes 1.53 KB 52373fe2 download
README.md 1.21 KB 014f9574 download
processor_config.json 902 B 13e92a44 download

README current version from Hugging Face

license: apache-2.0
base_model:

  • DavidAU/gemma-4-31B-it-The-DECKARD-HERETIC-UNCENSORED-Thinking
    pipeline_tag: image-text-to-text
    library_name: mlx
    tags:
  • heretic
  • uncensored
  • unrestricted
  • decensored
  • abliterated
  • 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
    language:
  • en
  • zh
  • ru
  • es
  • fr
  • it
  • ja
  • ko
  • af
  • de
  • ar
  • tr
  • is
  • pl
  • sw
  • sv
  • nl
  • he
  • id
  • uk
  • fa
  • pa
  • pt
  • ms
  • fi
  • el

Gemma-4-31B-it-The-DECKARD-HERETIC-UNCENSORED-Thinking

Quality: quantized (8 bit, group size: 32, 8.643 bpw)

Gemma 4 31B first "Heretic'ed" (de-censored), then fine tuned by DavidAU (Via Unsloth) on "The Deckard" dataset.

Source

This model was converted to MLX format from DavidAU/gemma-4-31B-it-The-DECKARD-HERETIC-UNCENSORED-Thinking using mlx-vlm version 0.4.4.

README history 9 versions

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

  1. 2026-04-16Update README.md3beb1ef1.2 KB
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  2. 2026-04-16Update README.md0c12d871.1 KB
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  6. 2026-04-16Update README.md8a86e0e512 B
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  7. 2026-04-16Update README.md10c5c53465 B
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  8. 2026-04-16Update README.md2e419aa155 B
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  9. 2026-04-16initial commit6db995328 B
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