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mradermacher/gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking-i1-GGUF

mradermacher Gemma 12B GGUF second-order 131K ctx
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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
16K
2K last 30d - stable
Likes
5
Model age
8mo ago
created 2026-02-11

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
Now16.1K→from2.1K↑669%
1.4K6.7K12.1K17.4K2.1K on Feb 1116.1K on Oct 11FebAprJunAugOct
Feb 11 → Oct 11 · 75 snapshots · spans 242 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.

Variants by this author 2 formats · 3K downloads combined

The same weights this author released in different packaging. Pick the format that matches your runtime.

Metadata

License
apache-2.0
Languages
en
Quantizations
IQ1 IQ2 IQ3 IQ4 Q2_K Q3_K Q4 Q4_K Q5_K Q6_K
Tags
transformers gguf uncensored heretic abliterated unsloth finetune All use cases bfloat16 creative creative writing fiction writing

Related

Total size
129 GB
Files
27
Quantizations
11
Registered
2026-08-22 13:56
Last updated on HF
2026-02-11 12:53

Files by quantization

Q6_K 1 file 9.00 GB
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.i1-Q6_K.gguf 9.00 GB a6c77370 download
Q5_K 2 files 15.5 GB
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.i1-Q5_K_M.gguf 7.87 GB 4f00380c download
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.i1-Q5_K_S.gguf 7.67 GB 80a4a8af download
Q4 2 files 13.5 GB
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.i1-Q4_1.gguf 7.04 GB a6f41900 download
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.i1-Q4_0.gguf 6.43 GB ce32fe13 download
Q4_K 2 files 13.3 GB
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.i1-Q4_K_M.gguf 6.80 GB 93f16edd download
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.i1-Q4_K_S.gguf 6.46 GB e2747ede download
IQ4 2 files 12.5 GB
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.i1-IQ4_NL.gguf 6.41 GB c31afbdb download
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.i1-IQ4_XS.gguf 6.10 GB 63f139f0 download
Q3_K 3 files 16.7 GB
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.i1-Q3_K_L.gguf 6.04 GB b61b71f6 download
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.i1-Q3_K_M.gguf 5.60 GB 67c0068d download
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.i1-Q3_K_S.gguf 5.08 GB 01e1401e download
IQ3 4 files 19.7 GB
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.i1-IQ3_M.gguf 5.27 GB a41409b5 download
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.i1-IQ3_S.gguf 5.08 GB 93460013 download
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.i1-IQ3_XS.gguf 4.85 GB 2fd22c30 download
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.i1-IQ3_XXS.gguf 4.46 GB a9583988 download
Q2_K 2 files 8.58 GB
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.i1-Q2_K.gguf 4.44 GB 843ccc73 download
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.i1-Q2_K_S.gguf 4.14 GB 42da348c download
IQ2 4 files 14.6 GB
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.i1-IQ2_M.gguf 4.01 GB a45c947f download
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.i1-IQ2_S.gguf 3.74 GB 6fff9dd2 download
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.i1-IQ2_XS.gguf 3.58 GB 7308d92c download
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.i1-IQ2_XXS.gguf 3.28 GB 21d1feb2 download
IQ1 2 files 5.69 GB
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.i1-IQ1_M.gguf 2.95 GB 03c49ace download
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.i1-IQ1_S.gguf 2.74 GB f2c36f2d download
Auxiliary files 3 files 7.14 MB
gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking.imatrix.gguf 7.13 MB ae9273b6 download
README.md 8.66 KB 2e6cae2d download
.gitattributes 4.18 KB 2f6a38e1 download

README current version from Hugging Face


base_model: DavidAU/gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking
datasets:

  • TeichAI/deepseek-v3.2-speciale-1000x
    language:
  • en
    library_name: transformers
    license: apache-2.0
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher
    tags:
  • uncensored
  • heretic
  • abliterated
  • unsloth
  • finetune
  • All use cases
  • bfloat16
  • 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

About

weighted/imatrix quants of https://huggingface.co/DavidAU/gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking

For a convenient overview and download list, visit our model page for this model.

static quants are available at https://huggingface.co/mradermacher/gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking-GGUF

This is a vision model - mmproj files (if any) will be in the static repository.

Usage

If you are unsure how to use GGUF files, refer to one of TheBloke's
READMEs
for
more details, including on how to concatenate multi-part files.

Provided Quants

(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)

Link Type Size/GB Notes
GGUF imatrix 0.1 imatrix file (for creating your own quants)
GGUF i1-IQ1_S 3.0 for the desperate
GGUF i1-IQ1_M 3.3 mostly desperate
GGUF i1-IQ2_XXS 3.6
GGUF i1-IQ2_XS 3.9
GGUF i1-IQ2_S 4.1
GGUF i1-IQ2_M 4.4
GGUF i1-Q2_K_S 4.5 very low quality
GGUF i1-Q2_K 4.9 IQ3_XXS probably better
GGUF i1-IQ3_XXS 4.9 lower quality
GGUF i1-IQ3_XS 5.3
GGUF i1-IQ3_S 5.6 beats Q3_K*
GGUF i1-Q3_K_S 5.6 IQ3_XS probably better
GGUF i1-IQ3_M 5.8
GGUF i1-Q3_K_M 6.1 IQ3_S probably better
GGUF i1-Q3_K_L 6.6 IQ3_M probably better
GGUF i1-IQ4_XS 6.7
GGUF i1-IQ4_NL 7.0 prefer IQ4_XS
GGUF i1-Q4_0 7.0 fast, low quality
GGUF i1-Q4_K_S 7.0 optimal size/speed/quality
GGUF i1-Q4_K_M 7.4 fast, recommended
GGUF i1-Q4_1 7.7
GGUF i1-Q5_K_S 8.3
GGUF i1-Q5_K_M 8.5
GGUF i1-Q6_K 9.8 practically like static Q6_K

Here is a handy graph by ikawrakow comparing some lower-quality quant
types (lower is better):

image.png

And here are Artefact2's thoughts on the matter:
https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9

FAQ / Model Request

See https://huggingface.co/mradermacher/model_requests for some answers to
questions you might have and/or if you want some other model quantized.

Thanks

I thank my company, nethype GmbH, for letting
me use its servers and providing upgrades to my workstation to enable
this work in my free time. Additional thanks to @nicoboss for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.

README history 3 versions

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

  1. 2026-02-11auto-patch README.md39ed05d8.7 KB
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  2. 2026-02-11auto-patch README.md59c06395 KB
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  3. 2026-02-11uploaded from nico133c9746513 B
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