← back to catalog · registered 2026-08-22 13:56

mradermacher/MiniMax-M2.7-BF16-ultra-uncensored-heretic-GGUF

mradermacher Minimax GGUF second-order 205K ctx
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curl -H "Authorization: Bearer $ABL_KEY" \
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Response includes
  • classification m3
  • files 37
  • hub_downloads_all_time 630
  • 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
630
84 last 30d - stable
Likes
1
Model age
4mo ago
created 2026-05-26
Downloads over time
Now651→from415↑57%
403494584675415 on Jun 10651 on Oct 11JunJulAugSepOct
Jun 10 → Oct 11 · 57 snapshots · spans 123 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 · 1K downloads combined

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

Metadata

License
other
Languages
en
Quantizations
Q2_K Q3_K
Tags
transformers gguf heretic uncensored decensored abliterated ara en base_model:llmfan46/MiniMax-M2.7-BF16-ultra-uncensored-heretic base_model:quantized:llmfan46/MiniMax-M2.7-BF16-ultra-uncensored-heretic license:other endpoints_compatible

Related

Total size
169 GB
Files
37
Quantizations
3
Registered
2026-08-22 13:56
Last updated on HF
2026-05-27 15:55

Files by quantization

Q3_K 1 file 91.9 GB
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q3_K_S.gguf 91.9 GB a269c965 download
Q2_K 1 file 77.6 GB
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q2_K.gguf 77.6 GB 3aeee9b8 download
Auxiliary files 35 files 1.25 TB
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q6_K.gguf.part1of4 44.0 GB c3b60952 download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q6_K.gguf.part2of4 44.0 GB c4f89e4f download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q6_K.gguf.part3of4 44.0 GB 30ea36e4 download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q4_K_M.gguf.part1of3 43.0 GB eab765f2 download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q4_K_M.gguf.part2of3 43.0 GB 9975a676 download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q6_K.gguf.part4of4 42.9 GB 81a20212 download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q4_K_M.gguf.part3of3 42.8 GB 66a19246 download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q4_K_S.gguf.part1of3 41.0 GB 325556fe download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q4_K_S.gguf.part2of3 41.0 GB c33eb552 download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q4_K_S.gguf.part3of3 39.1 GB 3a4dbe02 download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.IQ4_XS.gguf.part1of3 39.0 GB 53a066c1 download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.IQ4_XS.gguf.part2of3 39.0 GB 3552bab8 download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q5_K_M.gguf.part1of4 38.0 GB b298642b download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q5_K_M.gguf.part2of4 38.0 GB 27aaa076 download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q5_K_M.gguf.part3of4 38.0 GB 23fea862 download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q8_0.gguf.part1of6 38.0 GB 39909610 download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q8_0.gguf.part2of6 38.0 GB d988793a download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q8_0.gguf.part3of6 38.0 GB 7fe196b2 download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q8_0.gguf.part4of6 38.0 GB 395551d1 download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q8_0.gguf.part5of6 38.0 GB bc3d101b download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q5_K_M.gguf.part4of4 37.2 GB fbe7bc9a download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q3_K_L.gguf.part1of3 37.0 GB 517688b0 download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q3_K_L.gguf.part2of3 37.0 GB e421ad0a download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q5_K_S.gguf.part1of4 37.0 GB e8df122c download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q5_K_S.gguf.part2of4 37.0 GB d027e824 download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q5_K_S.gguf.part3of4 37.0 GB c11bcba8 download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.IQ4_XS.gguf.part3of3 36.7 GB a50635ad download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q8_0.gguf.part6of6 36.4 GB 25e77cee download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q3_K_L.gguf.part3of3 36.2 GB 28259a2d download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q5_K_S.gguf.part4of4 35.7 GB a71f1c53 download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q3_K_M.gguf.part1of3 34.0 GB 8eb19091 download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q3_K_M.gguf.part2of3 34.0 GB 95fdbe33 download
MiniMax-M2.7-BF16-ultra-uncensored-heretic.Q3_K_M.gguf.part3of3 33.8 GB 363ac204 download
README.md 8.19 KB 20792d04 download
.gitattributes 4.86 KB ec668c36 download

README current version from Hugging Face


base_model: llmfan46/MiniMax-M2.7-BF16-ultra-uncensored-heretic
language:


About

static quants of https://huggingface.co/llmfan46/MiniMax-M2.7-BF16-ultra-uncensored-heretic

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

weighted/imatrix quants are available at https://huggingface.co/mradermacher/MiniMax-M2.7-BF16-ultra-uncensored-heretic-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 83.4
GGUF Q3_K_S 98.8
PART 1 PART 2 PART 3 Q3_K_M 109.4 lower quality
PART 1 PART 2 PART 3 Q3_K_L 118.5
PART 1 PART 2 PART 3 IQ4_XS 123.3
PART 1 PART 2 PART 3 Q4_K_S 130.1 fast, recommended
PART 1 PART 2 PART 3 Q4_K_M 138.4 fast, recommended
PART 1 PART 2 PART 3 PART 4 Q5_K_S 157.6
PART 1 PART 2 PART 3 PART 4 Q5_K_M 162.4
PART 1 PART 2 PART 3 PART 4 Q6_K 187.9 very good quality
P1 P2 P3 P4 P5 P6 Q8_0 243.2 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 12 versions

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

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  12. 2026-05-26uploaded from rich1c058925394 B
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