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mradermacher/K2-Horizon-MoVA-36B-A4B-uncensored-GGUF

mradermacher 36B GGUF MoE second-order
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/mradermacher%2FK2-Horizon-MoVA-36B-A4B-uncensored-GGUF"
Response includes
  • classification m-uncensored
  • files 9
  • author_summary 3335 models
  • readme_text full
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Abliteration classifier · v1.0.0
M-U
Primary method

Uncensored (method unknown)

No other method signals detected in this model.
Confidence
LOW
Why this label 3 signals
Weak or ambiguous signals. Best guess based on catalog patterns; treat as tentative and check the evidence below.
  • 'uncensored' in name/tags but no 'abliterated' marker
  • method not identifiable from author declaration alone
  • may be DPO fine-tune, prompt engineering, or unknown technique
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 · 30-day
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Model age
today
created 2026-10-14

Genealogy 0 direct forks

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Metadata

License
apache-2.0
Languages
en
Quantizations
Q2_K Q3_K Q4_K Q6_K Q8_0
Tags
transformers gguf uncensored abliterated k2-horizon mova moe multi-direction rank-3-ablation en base_model:InfinimindCreations/K2-Horizon-MoVA-36B-A4B-uncensored base_model:quantized:InfinimindCreations/K2-Horizon-MoVA-36B-A4B-uncensored

Related

Total size
148 GB
Files
9
Quantizations
6
Registered
2026-10-14 10:59
Last updated on HF
2026-10-14 12:38

Files by quantization

Q8_0 1 file 37.1 GB
K2-Horizon-MoVA-36B-A4B-uncensored.Q8_0.gguf 37.1 GB 3b2382a5 download
Q6_K 1 file 28.7 GB
K2-Horizon-MoVA-36B-A4B-uncensored.Q6_K.gguf 28.7 GB f182472f download
Q4_K 1 file 19.9 GB
K2-Horizon-MoVA-36B-A4B-uncensored.Q4_K_S.gguf 19.9 GB 519c18eb download
Q3_K 3 files 49.3 GB
K2-Horizon-MoVA-36B-A4B-uncensored.Q3_K_L.gguf 17.5 GB 3baa37ba download
K2-Horizon-MoVA-36B-A4B-uncensored.Q3_K_M.gguf 16.4 GB 7c82f981 download
K2-Horizon-MoVA-36B-A4B-uncensored.Q3_K_S.gguf 15.3 GB dabcad3c download
Q2_K 1 file 12.7 GB
K2-Horizon-MoVA-36B-A4B-uncensored.Q2_K.gguf 12.7 GB f2e09c71 download
Auxiliary files 2 files 4.51 KB
README.md 2.46 KB 25089a35 download
.gitattributes 2.04 KB b41f94e3 download

README current version from Hugging Face


base_model: InfinimindCreations/K2-Horizon-MoVA-36B-A4B-uncensored
language:

  • en
    library_name: transformers
    license: apache-2.0
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher
    tags:
  • uncensored
  • abliterated
  • k2-horizon
  • mova
  • moe
  • multi-direction
  • rank-3-ablation

About

static quants of https://huggingface.co/InfinimindCreations/K2-Horizon-MoVA-36B-A4B-uncensored

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

weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.

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 13.7
GGUF Q4_K_S 21.5 fast, recommended

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.

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