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mradermacher/Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored-i1-GGUF

mradermacher Llama 30B GGUF MoE second-order 131K ctx
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Response includes
  • classification m3
  • files 26
  • hub_downloads_all_time 21,549
  • 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
22K
4K last 30d - stable
Likes
1
Model age
10mo ago
created 2025-12-01
Downloads over time
Now22.7K→from3.4K↑565%
2.5K9.9K17.3K24.7K3.4K on Dec 3, 202522.7K on Oct 11Dec '25FebAprJunAugOct
Dec 3, 2025 → Oct 11 · 84 snapshots · spans 312 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 · 5K 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 mixture of experts moe 8x3B Llama 3.2 MOE 128k context creative creative writing fiction writing plot generation sub-plot generation

Related

Total size
301 GB
Files
26
Quantizations
11
Registered
2026-08-22 13:56
Last updated on HF
2025-12-04 22:18

Files by quantization

Q6_K 1 file 23.0 GB
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.i1-Q6_K.gguf 23.0 GB fe500086 download
Q5_K 2 files 39.3 GB
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.i1-Q5_K_M.gguf 19.9 GB 7f630846 download
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.i1-Q5_K_S.gguf 19.4 GB ee8cae7a download
Q4 2 files 33.6 GB
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.i1-Q4_1.gguf 17.6 GB 9ae0375f download
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.i1-Q4_0.gguf 16.0 GB adfad3b1 download
Q4_K 2 files 33.2 GB
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.i1-Q4_K_M.gguf 17.1 GB e904e651 download
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.i1-Q4_K_S.gguf 16.1 GB d614f759 download
IQ4 1 file 15.2 GB
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.i1-IQ4_XS.gguf 15.2 GB caf9229a download
Q3_K 3 files 40.7 GB
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.i1-Q3_K_L.gguf 14.6 GB 84c7d621 download
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.i1-Q3_K_M.gguf 13.6 GB 8ceddca4 download
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.i1-Q3_K_S.gguf 12.4 GB ba88ec60 download
IQ3 4 files 48.3 GB
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.i1-IQ3_M.gguf 13.0 GB 5066edb9 download
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.i1-IQ3_S.gguf 12.4 GB cbc427df download
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.i1-IQ3_XS.gguf 11.8 GB 983329c9 download
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.i1-IQ3_XXS.gguf 11.1 GB 78a56dae download
Q2_K 2 files 20.4 GB
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.i1-Q2_K.gguf 10.6 GB a7a9eadc download
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.i1-Q2_K_S.gguf 9.77 GB 4ff1b53d download
IQ2 4 files 34.2 GB
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.i1-IQ2_M.gguf 9.41 GB cefae45a download
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.i1-IQ2_S.gguf 8.60 GB cc9a7c14 download
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.i1-IQ2_XS.gguf 8.50 GB 1eac0a60 download
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.i1-IQ2_XXS.gguf 7.69 GB d2fcd836 download
IQ1 2 files 12.8 GB
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.i1-IQ1_M.gguf 6.68 GB e590ca2f download
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.i1-IQ1_S.gguf 6.07 GB 1156ccbd download
Auxiliary files 3 files 23.4 MB
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.imatrix.gguf 23.4 MB d3c5f470 download
README.md 9.07 KB 643dcdc0 download
.gitattributes 4.40 KB f4f1b17d download

README current version from Hugging Face


base_model: DavidAU/Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored
language:

  • en
    library_name: transformers
    license: apache-2.0
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher
    tags:
  • mixture of experts
  • moe
  • 8x3B
  • Llama 3.2 MOE
  • 128k context
  • 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
  • Brainstorm 20x
  • rp
  • horror
  • mergekit
  • llama
  • llama-3
  • llama-3.2
  • heretic
  • uncensored
  • decensored
  • abliterated
  • finetune

About

weighted/imatrix quants of https://huggingface.co/DavidAU/Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored

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

static quants are available at https://huggingface.co/mradermacher/Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored-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 6.6 for the desperate
GGUF i1-IQ1_M 7.3 mostly desperate
GGUF i1-IQ2_XXS 8.4
GGUF i1-IQ2_XS 9.2
GGUF i1-IQ2_S 9.3
GGUF i1-IQ2_M 10.2
GGUF i1-Q2_K_S 10.6 very low quality
GGUF i1-Q2_K 11.5 IQ3_XXS probably better
GGUF i1-IQ3_XXS 12.0 lower quality
GGUF i1-IQ3_XS 12.7
GGUF i1-IQ3_S 13.4 beats Q3_K*
GGUF i1-Q3_K_S 13.4 IQ3_XS probably better
GGUF i1-IQ3_M 14.1
GGUF i1-Q3_K_M 14.8 IQ3_S probably better
GGUF i1-Q3_K_L 15.8 IQ3_M probably better
GGUF i1-IQ4_XS 16.4
GGUF i1-Q4_0 17.3 fast, low quality
GGUF i1-Q4_K_S 17.4 optimal size/speed/quality
GGUF i1-Q4_K_M 18.5 fast, recommended
GGUF i1-Q4_1 19.0
GGUF i1-Q5_K_S 20.9
GGUF i1-Q5_K_M 21.5
GGUF i1-Q6_K 24.8 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 5 versions

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

  1. 2025-12-04auto-patch README.md249f1a79.1 KB
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  2. 2025-12-02auto-patch README.md175a2909.1 KB
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  3. 2025-12-01auto-patch README.md7453e3f8.6 KB
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  4. 2025-12-01auto-patch README.md1f132ff3.2 KB
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  5. 2025-12-01uploaded from rich1b5bd3fb527 B
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