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

mradermacher/Ministral-3-8B-Instruct-2512-BF16-abliterated-i1-GGUF

mradermacher 8B GGUF second-order 262K ctx
Your rig guess connected
? Why do I need an app?
Reading your rig…

This is a rough estimate. Install the free app - we'll show exact numbers.

Reading real hardware from your app right now. Numbers below are exact.

Below is the per-quantization compatibility for this model.

curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/mradermacher%2FMinistral-3-8B-Instruct-2512-BF16-abliterated-i1-GGUF"
Response includes
  • classification m8
  • files 27
  • hub_downloads_all_time 5,697
  • author_summary 3324 models
  • readme_text full
10 credits · hourly refresh · ~4 KB payload Get an API key →
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='s3nh/Ministral-3-8B-Instruct-2512-BF16-abliterated' (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
838 last 30d - stable
Likes
0
Model age
3mo ago
created 2026-07-11
Downloads over time
Now5.9K→from3.1K↑90%
3K4K5.1K6.2K3.1K on Jul 155.9K on Oct 11JulAugSepOct
Jul 15 → Oct 11 · 53 snapshots · spans 88 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
apache-2.0
Languages
en fr es de it pt nl zh ja ko ar
Quantizations
IQ1 IQ2 IQ3 IQ4 Q2_K Q3_K Q4 Q4_K Q5_K Q6_K
Tags
transformers gguf mistral-common heretic uncensored decensored abliterated reproducible en fr es de

Related

Total size
92.2 GB
Files
27
Quantizations
11
Registered
2026-08-22 13:56
Last updated on HF
2026-07-11 11:07

Files by quantization

Q6_K 1 file 6.49 GB
Ministral-3-8B-Instruct-2512-BF16-abliterated.i1-Q6_K.gguf 6.49 GB 09db2e06 download
Q5_K 2 files 11.2 GB
Ministral-3-8B-Instruct-2512-BF16-abliterated.i1-Q5_K_M.gguf 5.64 GB db7b9f06 download
Ministral-3-8B-Instruct-2512-BF16-abliterated.i1-Q5_K_S.gguf 5.51 GB 5c8cb81e download
Q4 2 files 9.65 GB
Ministral-3-8B-Instruct-2512-BF16-abliterated.i1-Q4_1.gguf 5.05 GB be0c071f download
Ministral-3-8B-Instruct-2512-BF16-abliterated.i1-Q4_0.gguf 4.60 GB d90fc520 download
Q4_K 2 files 9.46 GB
Ministral-3-8B-Instruct-2512-BF16-abliterated.i1-Q4_K_M.gguf 4.84 GB d7f4e802 download
Ministral-3-8B-Instruct-2512-BF16-abliterated.i1-Q4_K_S.gguf 4.61 GB cf108d7c download
IQ4 2 files 8.98 GB
Ministral-3-8B-Instruct-2512-BF16-abliterated.i1-IQ4_NL.gguf 4.60 GB eb4f6385 download
Ministral-3-8B-Instruct-2512-BF16-abliterated.i1-IQ4_XS.gguf 4.37 GB f59c962b download
Q3_K 3 files 11.8 GB
Ministral-3-8B-Instruct-2512-BF16-abliterated.i1-Q3_K_L.gguf 4.25 GB 3e3d6b97 download
Ministral-3-8B-Instruct-2512-BF16-abliterated.i1-Q3_K_M.gguf 3.95 GB b849753d download
Ministral-3-8B-Instruct-2512-BF16-abliterated.i1-Q3_K_S.gguf 3.60 GB 7530c127 download
IQ3 4 files 14.0 GB
Ministral-3-8B-Instruct-2512-BF16-abliterated.i1-IQ3_M.gguf 3.72 GB bcd3425a download
Ministral-3-8B-Instruct-2512-BF16-abliterated.i1-IQ3_S.gguf 3.62 GB c8372536 download
Ministral-3-8B-Instruct-2512-BF16-abliterated.i1-IQ3_XS.gguf 3.46 GB 3bfc35b8 download
Ministral-3-8B-Instruct-2512-BF16-abliterated.i1-IQ3_XXS.gguf 3.22 GB 83792cb8 download
Q2_K 2 files 6.05 GB
Ministral-3-8B-Instruct-2512-BF16-abliterated.i1-Q2_K.gguf 3.12 GB 417aa94e download
Ministral-3-8B-Instruct-2512-BF16-abliterated.i1-Q2_K_S.gguf 2.93 GB 6977a76f download
IQ2 4 files 10.5 GB
Ministral-3-8B-Instruct-2512-BF16-abliterated.i1-IQ2_M.gguf 2.89 GB 3d5dbce0 download
Ministral-3-8B-Instruct-2512-BF16-abliterated.i1-IQ2_S.gguf 2.71 GB 1b4e84b9 download
Ministral-3-8B-Instruct-2512-BF16-abliterated.i1-IQ2_XS.gguf 2.56 GB ddfaee70 download
Ministral-3-8B-Instruct-2512-BF16-abliterated.i1-IQ2_XXS.gguf 2.35 GB d6ce589f download
IQ1 2 files 4.09 GB
Ministral-3-8B-Instruct-2512-BF16-abliterated.i1-IQ1_M.gguf 2.12 GB c7105e66 download
Ministral-3-8B-Instruct-2512-BF16-abliterated.i1-IQ1_S.gguf 1.98 GB df977d22 download
Auxiliary files 3 files 5.09 MB
Ministral-3-8B-Instruct-2512-BF16-abliterated.imatrix.gguf 5.08 MB 679c6591 download
README.md 7.64 KB dc55b8cd download
.gitattributes 3.84 KB dc349bca download

README current version from Hugging Face


base_model: s3nh/Ministral-3-8B-Instruct-2512-BF16-abliterated
language:

  • en
  • fr
  • es
  • de
  • it
  • pt
  • nl
  • zh
  • ja
  • ko
  • ar
    library_name: transformers
    license: apache-2.0
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher
    tags:
  • mistral-common
  • heretic
  • uncensored
  • decensored
  • abliterated
  • reproducible

About

weighted/imatrix quants of https://huggingface.co/s3nh/Ministral-3-8B-Instruct-2512-BF16-abliterated

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

static quants are available at https://huggingface.co/mradermacher/Ministral-3-8B-Instruct-2512-BF16-abliterated-GGUF

This is a vision model - mmproj files (if any) will be in the static repository.

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 2.2 for the desperate
GGUF i1-IQ1_M 2.4 mostly desperate
GGUF i1-IQ2_XXS 2.6
GGUF i1-IQ2_XS 2.8
GGUF i1-IQ2_S 3.0
GGUF i1-IQ2_M 3.2
GGUF i1-Q2_K_S 3.2 very low quality
GGUF i1-Q2_K 3.5 IQ3_XXS probably better
GGUF i1-IQ3_XXS 3.6 lower quality
GGUF i1-IQ3_XS 3.8
GGUF i1-Q3_K_S 4.0 IQ3_XS probably better
GGUF i1-IQ3_S 4.0 beats Q3_K*
GGUF i1-IQ3_M 4.1
GGUF i1-Q3_K_M 4.3 IQ3_S probably better
GGUF i1-Q3_K_L 4.7 IQ3_M probably better
GGUF i1-IQ4_XS 4.8
GGUF i1-Q4_0 5.0 fast, low quality
GGUF i1-IQ4_NL 5.0 prefer IQ4_XS
GGUF i1-Q4_K_S 5.1 optimal size/speed/quality
GGUF i1-Q4_K_M 5.3 fast, recommended
GGUF i1-Q4_1 5.5
GGUF i1-Q5_K_S 6.0
GGUF i1-Q5_K_M 6.2
GGUF i1-Q6_K 7.1 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. 2026-07-11auto-patch README.md457d07a7.6 KB
    Loading...
  2. 2026-07-11auto-patch README.md0f037246.1 KB
    Loading...
  3. 2026-07-11uploaded from nico1aaf35fd496 B
    Loading...
Catalog is the map. Apps are the tools.

Run models on your own machine, not in the cloud.

Every model page has an "Open in Abliteration" button that hands the model directly to the first-party desktop client, at the quantization your rig can actually run. No API keys, no subscription, no prompt leakage.

Open in Abliteration