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mradermacher/MiniMax-M2.7-abliterated-BF16-GGUF

mradermacher Minimax GGUF MoE second-order 197K ctx
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     "https://abliteration.org/api/v1/models/mradermacher%2FMiniMax-M2.7-abliterated-BF16-GGUF"
Response includes
  • classification m8
  • files 18
  • hub_downloads_all_time 6,134
  • author_summary 3324 models
  • readme_text full
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Abliteration classifier · v1.0.0
M8
Primary method

Repackaging (quantization)

Applied on top of direct removal inherited from the base model.
Confidence
HIGH
Inherited from base model
Why this label 3 signals
Producer identity confirmed by naming conventions, tags or the model card. This label is very unlikely to change.
  • author=mradermacher (M8 quantization producer, never originator)
  • is_gguf=1
  • base_model='Youssofal/MiniMax-M2.7-abliterated-BF16' (base has 'abliterated' marker, assume M1 default)
Refusal direction extraction

No specific extraction method could be identified for this model. The producer either did not document it or used a proprietary pipeline.

What is a refusal direction? →
Downloads · lifetime
6K
272 last 30d - cooling
Likes
5
Model age
5mo ago
created 2026-04-29
Downloads over time
Now6.2K→from1.5K↑323%
1.2K3.1K4.9K6.7K1.5K on Apr 296.2K on Oct 11AprMayJunJulAugSepOct
Apr 29 → Oct 11 · 63 snapshots · spans 165 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 · 991 downloads combined

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

Metadata

License
other
Languages
en
Quantizations
BF16
Tags
transformers gguf minimax minimax_m2 moe abliterated heretic ara bf16 custom_code text-generation en

Related

Total size
1.19 TB
Files
18
Quantizations
2
Registered
2026-08-22 13:56
Last updated on HF
2026-04-30 14:47

Files by quantization

BF16 10 files 1.19 TB
MiniMax-M2.7-abliterated-BF16.Q6_K.gguf 175 GB 48273afb download
MiniMax-M2.7-abliterated-BF16.Q5_K_M.gguf 151 GB 85a1f1f9 download
MiniMax-M2.7-abliterated-BF16.Q5_K_S.gguf 147 GB ed282d4c download
MiniMax-M2.7-abliterated-BF16.Q4_K_M.gguf 129 GB 2e5e5d24 download
MiniMax-M2.7-abliterated-BF16.Q4_K_S.gguf 121 GB e3b50a20 download
MiniMax-M2.7-abliterated-BF16.IQ4_XS.gguf 115 GB 8cf658dc download
MiniMax-M2.7-abliterated-BF16.Q3_K_L.gguf 110 GB 267321fc download
MiniMax-M2.7-abliterated-BF16.Q3_K_M.gguf 102 GB e83161ab download
MiniMax-M2.7-abliterated-BF16.Q3_K_S.gguf 91.9 GB 7a961c06 download
MiniMax-M2.7-abliterated-BF16.Q2_K.gguf 77.6 GB b494c8b3 download
Auxiliary files 8 files 226 GB
MiniMax-M2.7-abliterated-BF16.Q8_0.gguf.part1of6 38.0 GB 18a86f0b download
MiniMax-M2.7-abliterated-BF16.Q8_0.gguf.part2of6 38.0 GB 356168ce download
MiniMax-M2.7-abliterated-BF16.Q8_0.gguf.part3of6 38.0 GB 65095cd4 download
MiniMax-M2.7-abliterated-BF16.Q8_0.gguf.part4of6 38.0 GB 2c048bf4 download
MiniMax-M2.7-abliterated-BF16.Q8_0.gguf.part5of6 38.0 GB 164ab52c download
MiniMax-M2.7-abliterated-BF16.Q8_0.gguf.part6of6 36.4 GB d79843d4 download
README.md 4.43 KB b752b472 download
.gitattributes 2.74 KB b443c69a download

README current version from Hugging Face


base_model: Youssofal/MiniMax-M2.7-abliterated-BF16
language:

  • en
    library_name: transformers
    license: other
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher
    tags:
  • minimax
  • minimax_m2
  • moe
  • abliterated
  • heretic
  • ara
  • bf16
  • custom_code
  • text-generation

About

static quants of https://huggingface.co/Youssofal/MiniMax-M2.7-abliterated-BF16

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-abliterated-BF16-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
GGUF Q3_K_M 109.4 lower quality
GGUF Q3_K_L 118.5
GGUF IQ4_XS 123.3
GGUF Q4_K_S 130.1 fast, recommended
GGUF Q4_K_M 138.4 fast, recommended
GGUF Q5_K_S 157.6
GGUF Q5_K_M 162.4
GGUF 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 7 versions

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

  1. 2026-04-30auto-patch README.mdf7763834.4 KB
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  2. 2026-04-29auto-patch README.mda28fbf74.5 KB
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  3. 2026-04-29auto-patch README.mdd2c1e6a4.4 KB
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  4. 2026-04-29auto-patch README.md6aa500b3.9 KB
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  5. 2026-04-29auto-patch README.md0f773823.4 KB
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  6. 2026-04-29auto-patch README.md6fba1902.3 KB
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  7. 2026-04-29uploaded from nico11b0500b382 B
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