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mradermacher/Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated-i1-GGUF

mradermacher Gemma 9B GGUF second-order 8K ctx
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Response includes
  • classification m3
  • files 27
  • hub_downloads_all_time 17,692
  • author_summary 3324 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
18K
2K last 30d - stable
Likes
9
Model age
9mo ago
created 2025-12-18
Downloads over time
Now18.2K→from2.2K↑722%
1.4K7.6K13.7K19.8K2.2K on Dec 17, 202518.2K on Oct 11Dec '25FebAprJunAugOct
Dec 17, 2025 → Oct 11 · 84 snapshots · spans 298 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 · 6K downloads combined

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

Metadata

Languages
en
Quantizations
IQ1 IQ2 IQ3 IQ4 Q2_K Q3_K Q4 Q4_K Q5_K Q6_K
Tags
transformers gguf heretic uncensored decensored abliterated finetune creative creative writing fiction writing plot generation sub-plot generation

Related

Total size
102 GB
Files
27
Quantizations
11
Registered
2026-08-22 13:56
Last updated on HF
2025-12-18 15:00

Files by quantization

Q6_K 1 file 7.07 GB
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.i1-Q6_K.gguf 7.07 GB e35a6629 download
Q5_K 2 files 12.2 GB
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.i1-Q5_K_M.gguf 6.19 GB e31b2a15 download
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.i1-Q5_K_S.gguf 6.04 GB 0df5c64c download
Q4 2 files 10.6 GB
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.i1-Q4_1.gguf 5.55 GB ab375fd7 download
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.i1-Q4_0.gguf 5.08 GB 031aae37 download
Q4_K 2 files 10.5 GB
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.i1-Q4_K_M.gguf 5.37 GB 070c3a88 download
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.i1-Q4_K_S.gguf 5.10 GB 2f49c73d download
IQ4 2 files 9.90 GB
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.i1-IQ4_NL.gguf 5.07 GB 29efadc1 download
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.i1-IQ4_XS.gguf 4.83 GB 5e6a0ab0 download
Q3_K 3 files 13.3 GB
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.i1-Q3_K_L.gguf 4.78 GB 6b5988b9 download
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.i1-Q3_K_M.gguf 4.43 GB f137aec8 download
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.i1-Q3_K_S.gguf 4.04 GB 629264db download
IQ3 4 files 15.6 GB
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.i1-IQ3_M.gguf 4.19 GB 27582678 download
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.i1-IQ3_S.gguf 4.04 GB 021887a9 download
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.i1-IQ3_XS.gguf 3.86 GB f5807804 download
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.i1-IQ3_XXS.gguf 3.54 GB 2f4f7cca download
Q2_K 2 files 6.85 GB
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.i1-Q2_K.gguf 3.54 GB 724ec158 download
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.i1-Q2_K_S.gguf 3.31 GB d865f07e download
IQ2 4 files 11.7 GB
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.i1-IQ2_M.gguf 3.20 GB c98280e8 download
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.i1-IQ2_S.gguf 2.99 GB b818f914 download
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.i1-IQ2_XS.gguf 2.86 GB bfe5e7ef download
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.i1-IQ2_XXS.gguf 2.63 GB b3103f08 download
IQ1 2 files 4.59 GB
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.i1-IQ1_M.gguf 2.37 GB b2d8dbc8 download
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.i1-IQ1_S.gguf 2.22 GB 1ebe2468 download
Auxiliary files 3 files 5.88 MB
Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated.imatrix.gguf 5.87 MB b19884fe download
README.md 7.98 KB 49123b0f download
.gitattributes 3.96 KB c5140198 download

README current version from Hugging Face


base_model: DavidAU/Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated
language:

  • en
    library_name: transformers
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher
    tags:
  • heretic
  • uncensored
  • decensored
  • abliterated
  • finetune
  • 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
  • swearing
  • gemma2
  • rp
  • horror
  • gemma

About

weighted/imatrix quants of https://huggingface.co/DavidAU/Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated

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

static quants are available at https://huggingface.co/mradermacher/Gemma-The-Writer-9B-HERETIC-Uncensored-Abliterated-GGUF

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 2.5 for the desperate
GGUF i1-IQ1_M 2.6 mostly desperate
GGUF i1-IQ2_XXS 2.9
GGUF i1-IQ2_XS 3.2
GGUF i1-IQ2_S 3.3
GGUF i1-IQ2_M 3.5
GGUF i1-Q2_K_S 3.7 very low quality
GGUF i1-IQ3_XXS 3.9 lower quality
GGUF i1-Q2_K 3.9 IQ3_XXS probably better
GGUF i1-IQ3_XS 4.2
GGUF i1-IQ3_S 4.4 beats Q3_K*
GGUF i1-Q3_K_S 4.4 IQ3_XS probably better
GGUF i1-IQ3_M 4.6
GGUF i1-Q3_K_M 4.9 IQ3_S probably better
GGUF i1-Q3_K_L 5.2 IQ3_M probably better
GGUF i1-IQ4_XS 5.3
GGUF i1-IQ4_NL 5.5 prefer IQ4_XS
GGUF i1-Q4_0 5.6 fast, low quality
GGUF i1-Q4_K_S 5.6 optimal size/speed/quality
GGUF i1-Q4_K_M 5.9 fast, recommended
GGUF i1-Q4_1 6.1
GGUF i1-Q5_K_S 6.6
GGUF i1-Q5_K_M 6.7
GGUF i1-Q6_K 7.7 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 4 versions

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

  1. 2025-12-18auto-patch README.md28d6c668 KB
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  2. 2025-12-18auto-patch README.mde4528a96.3 KB
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  3. 2025-12-18auto-patch README.md6d869283.3 KB
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  4. 2025-12-18uploaded from rich103b9bb6504 B
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