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mradermacher/Huihui-granite-4.1-8b-abliterated-GGUF

mradermacher Granite 8B GGUF second-order 131K ctx
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Response includes
  • classification m8
  • files 14
  • hub_downloads_all_time 2,617
  • 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 layer-wise ablation 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='huihui-ai/Huihui-granite-4.1-8b-abliterated' (base is huihui-ai model (M3))
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.

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Downloads · lifetime
3K
350 last 30d - stable
Likes
4
Model age
5mo ago
created 2026-05-04
Downloads over time
Now2.7K→from595↑355%
4891.3K2.1K2.9K595 on May 62.7K on Oct 11MayJunJulAugSepOct
May 6 → Oct 11 · 62 snapshots · spans 158 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
apache-2.0
Languages
en
Quantizations
F16 IQ4 Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0
Tags
transformers gguf language granite-4.1 abliterated uncensored en base_model:huihui-ai/Huihui-granite-4.1-8b-abliterated base_model:quantized:huihui-ai/Huihui-granite-4.1-8b-abliterated license:apache-2.0 endpoints_compatible region:us

Related

Total size
72.8 GB
Files
14
Quantizations
9
Registered
2026-08-22 13:56
Last updated on HF
2026-05-04 14:15

Files by quantization

F16 1 file 16.4 GB
Huihui-granite-4.1-8b-abliterated.f16.gguf 16.4 GB 4c51a7a1 download
Q8_0 1 file 8.70 GB
Huihui-granite-4.1-8b-abliterated.Q8_0.gguf 8.70 GB 1c42714c download
Q6_K 1 file 6.72 GB
Huihui-granite-4.1-8b-abliterated.Q6_K.gguf 6.72 GB 54048882 download
Q5_K 2 files 11.5 GB
Huihui-granite-4.1-8b-abliterated.Q5_K_M.gguf 5.82 GB 0199e5a5 download
Huihui-granite-4.1-8b-abliterated.Q5_K_S.gguf 5.68 GB b3deaa26 download
Q4_K 2 files 9.72 GB
Huihui-granite-4.1-8b-abliterated.Q4_K_M.gguf 4.98 GB a9c8b947 download
Huihui-granite-4.1-8b-abliterated.Q4_K_S.gguf 4.74 GB a45c5503 download
IQ4 1 file 4.53 GB
Huihui-granite-4.1-8b-abliterated.IQ4_XS.gguf 4.53 GB efc67d10 download
Q3_K 3 files 12.1 GB
Huihui-granite-4.1-8b-abliterated.Q3_K_L.gguf 4.38 GB f8cc978d download
Huihui-granite-4.1-8b-abliterated.Q3_K_M.gguf 4.05 GB 5e5718aa download
Huihui-granite-4.1-8b-abliterated.Q3_K_S.gguf 3.67 GB 8312619b download
Q2_K 1 file 3.18 GB
Huihui-granite-4.1-8b-abliterated.Q2_K.gguf 3.18 GB 212ee316 download
Auxiliary files 2 files 6.40 KB
README.md 3.96 KB 3c0ef358 download
.gitattributes 2.44 KB 6ad51971 download

README current version from Hugging Face


base_model: huihui-ai/Huihui-granite-4.1-8b-abliterated
language:

  • en
    library_name: transformers
    license: apache-2.0
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher
    tags:
  • language
  • granite-4.1
  • abliterated
  • uncensored

About

static quants of https://huggingface.co/huihui-ai/Huihui-granite-4.1-8b-abliterated

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

weighted/imatrix quants are available at https://huggingface.co/mradermacher/Huihui-granite-4.1-8b-abliterated-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 3.5
GGUF Q3_K_S 4.0
GGUF Q3_K_M 4.4 lower quality
GGUF Q3_K_L 4.8
GGUF IQ4_XS 5.0
GGUF Q4_K_S 5.2 fast, recommended
GGUF Q4_K_M 5.4 fast, recommended
GGUF Q5_K_S 6.2
GGUF Q5_K_M 6.4
GGUF Q6_K 7.3 very good quality
GGUF Q8_0 9.4 fast, best quality
GGUF f16 17.7 16 bpw, overkill

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. 2026-05-04auto-patch README.md8daab244 KB
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  2. 2026-05-04auto-patch README.md07acb164.1 KB
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  3. 2026-05-04uploaded from leia9e41464386 B
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