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mradermacher/MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1-i1-GGUF

mradermacher 24B GGUF second-order 131K ctx
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  • classification m3
  • files 26
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  • author_summary 3324 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
7K
2K last 30d - stable
Likes
2
Model age
6mo ago
created 2026-03-24

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
Now7.5K→from1.9K↑295%
1.6K3.8K5.9K8.1K1.9K on Mar 257.5K on Oct 11MarAprMayJunJulAugSepOct
Mar 25 → Oct 11 · 68 snapshots · spans 200 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 · 2K downloads combined

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

Metadata

License
mit
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 ara en dataset:zerofata/Instruct-Anime dataset:zerofata/Roleplay-Anime-Characters dataset:zerofata/Instruct-Anime-CreativeWriting dataset:zerofata/Summaries-Anime-FandomPages

Related

Total size
236 GB
Files
26
Quantizations
11
Registered
2026-08-22 13:56
Last updated on HF
2026-03-24 19:10

Files by quantization

Q6_K 1 file 18.0 GB
MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1.i1-Q6_K.gguf 18.0 GB 3d1e0721 download
Q5_K 2 files 30.8 GB
MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1.i1-Q5_K_M.gguf 15.6 GB 83c465b6 download
MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1.i1-Q5_K_S.gguf 15.2 GB 73aa528f download
Q4 2 files 26.4 GB
MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1.i1-Q4_1.gguf 13.9 GB 01cfcf03 download
MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1.i1-Q4_0.gguf 12.6 GB 94e7b717 download
Q4_K 2 files 26.0 GB
MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1.i1-Q4_K_M.gguf 13.3 GB b2788265 download
MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1.i1-Q4_K_S.gguf 12.6 GB 6b2229ac download
IQ4 1 file 11.9 GB
MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1.i1-IQ4_XS.gguf 11.9 GB a8174712 download
Q3_K 3 files 31.9 GB
MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1.i1-Q3_K_L.gguf 11.5 GB 2734e93b download
MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1.i1-Q3_K_M.gguf 10.7 GB 3dcf4f45 download
MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1.i1-Q3_K_S.gguf 9.69 GB 7289f983 download
IQ3 4 files 37.5 GB
MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1.i1-IQ3_M.gguf 9.92 GB 5864f744 download
MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1.i1-IQ3_S.gguf 9.71 GB 0a7c1c43 download
MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1.i1-IQ3_XS.gguf 9.23 GB f1e93222 download
MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1.i1-IQ3_XXS.gguf 8.64 GB 8fc9f28a download
Q2_K 2 files 16.0 GB
MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1.i1-Q2_K.gguf 8.28 GB 8e8b9548 download
MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1.i1-Q2_K_S.gguf 7.75 GB afcd8514 download
IQ2 4 files 27.3 GB
MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1.i1-IQ2_M.gguf 7.56 GB 624b567c download
MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1.i1-IQ2_S.gguf 6.96 GB 3f94e0ba download
MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1.i1-IQ2_XS.gguf 6.71 GB d975d3f9 download
MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1.i1-IQ2_XXS.gguf 6.10 GB 89066cfc download
IQ1 2 files 10.3 GB
MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1.i1-IQ1_M.gguf 5.36 GB 4bac62c5 download
MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1.i1-IQ1_S.gguf 4.91 GB acff856b download
Auxiliary files 3 files 9.58 MB
MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1.imatrix.gguf 9.57 MB 15e16544 download
README.md 8.15 KB 995b8f63 download
.gitattributes 4.02 KB 1adbcb0c download

README current version from Hugging Face


base_model: llmfan46/MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1
datasets:

  • zerofata/Instruct-Anime
  • zerofata/Roleplay-Anime-Characters
  • zerofata/Instruct-Anime-CreativeWriting
  • zerofata/Summaries-Anime-FandomPages
  • CyberNative/Code_Vulnerability_Security_DPO
  • ConicCat/Wildchat-IF-Preference-Raw-MS3.2
  • ChaoticNeutrals/Reddit-NSFW-Writing_Prompts_ShareGPT
  • jihuny/ultrafeedback_iterative_dpo_2048_iter5
    language:
  • en
    library_name: transformers
    license: mit
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher
    tags:
  • heretic
  • uncensored
  • decensored
  • abliterated
  • ara

About

weighted/imatrix quants of https://huggingface.co/llmfan46/MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1

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

static quants are available at https://huggingface.co/mradermacher/MS3.2-PaintedFantasy-v4.1-24B-ultra-uncensored-heretic-v1-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 5.4 for the desperate
GGUF i1-IQ1_M 5.9 mostly desperate
GGUF i1-IQ2_XXS 6.6
GGUF i1-IQ2_XS 7.3
GGUF i1-IQ2_S 7.6
GGUF i1-IQ2_M 8.2
GGUF i1-Q2_K_S 8.4 very low quality
GGUF i1-Q2_K 9.0 IQ3_XXS probably better
GGUF i1-IQ3_XXS 9.4 lower quality
GGUF i1-IQ3_XS 10.0
GGUF i1-Q3_K_S 10.5 IQ3_XS probably better
GGUF i1-IQ3_S 10.5 beats Q3_K*
GGUF i1-IQ3_M 10.8
GGUF i1-Q3_K_M 11.6 IQ3_S probably better
GGUF i1-Q3_K_L 12.5 IQ3_M probably better
GGUF i1-IQ4_XS 12.9
GGUF i1-Q4_0 13.6 fast, low quality
GGUF i1-Q4_K_S 13.6 optimal size/speed/quality
GGUF i1-Q4_K_M 14.4 fast, recommended
GGUF i1-Q4_1 15.0
GGUF i1-Q5_K_S 16.4
GGUF i1-Q5_K_M 16.9
GGUF i1-Q6_K 19.4 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. 2026-03-24auto-patch README.md7961b848.1 KB
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  2. 2026-03-24auto-patch README.md842a6dc6.4 KB
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  3. 2026-03-24uploaded from rich1e6a9507512 B
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