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

mradermacher Llama 30B GGUF MoE second-order 131K ctx
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Response includes
  • classification m3
  • files 13
  • hub_downloads_all_time 26,045
  • author_summary 3328 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
26K
1K last 30d - cooling
Likes
6
Model age
10mo ago
created 2025-12-01
Downloads over time
Now26.4K→from588↑4,384%
09.6K19.3K28.9K588 on Dec 3, 202526.4K on Oct 12Dec '25FebAprJunAugOct
Dec 3, 2025 → Oct 12 · 88 snapshots · spans 313 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
IQ4 Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0
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
192 GB
Files
13
Quantizations
8
Registered
2026-08-22 13:56
Last updated on HF
2025-12-01 22:28

Files by quantization

Q8_0 1 file 29.7 GB
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.Q8_0.gguf 29.7 GB bf8eff39 download
Q6_K 1 file 23.0 GB
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.Q6_K.gguf 23.0 GB 300d257a download
Q5_K 2 files 39.3 GB
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.Q5_K_M.gguf 19.9 GB 846a83f4 download
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.Q5_K_S.gguf 19.4 GB 2968334e download
Q4_K 2 files 33.2 GB
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.Q4_K_M.gguf 17.1 GB 04de76ec download
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.Q4_K_S.gguf 16.1 GB 7309958d download
IQ4 1 file 15.3 GB
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.IQ4_XS.gguf 15.3 GB 2aa399c0 download
Q3_K 3 files 40.7 GB
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.Q3_K_L.gguf 14.6 GB ef045d8e download
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.Q3_K_M.gguf 13.6 GB da6c70ea download
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.Q3_K_S.gguf 12.4 GB fbd85cac download
Q2_K 1 file 10.6 GB
Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored.Q2_K.gguf 10.6 GB 0e6a5c1b download
Auxiliary files 2 files 8.05 KB
README.md 5.26 KB 191f2f85 download
.gitattributes 2.79 KB d8528eb0 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

static 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.

weighted/imatrix quants are available at https://huggingface.co/mradermacher/Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored-i1-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 Q2_K 11.5
GGUF Q3_K_S 13.4
GGUF Q3_K_M 14.8 lower quality
GGUF Q3_K_L 15.8
GGUF IQ4_XS 16.5
GGUF Q4_K_S 17.4 fast, recommended
GGUF Q4_K_M 18.5 fast, recommended
GGUF Q5_K_S 20.9
GGUF Q5_K_M 21.5
GGUF Q6_K 24.8 very good quality
GGUF Q8_0 32.0 fast, best quality

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.

README history 3 versions

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

  1. 2025-12-01auto-patch README.md5e685c45.3 KB
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  2. 2025-12-01auto-patch README.mdc5f076c4.8 KB
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  3. 2025-12-01uploaded from rich14d1c8b8424 B
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