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Holo 3.1 4B Uncensored Heretic GGUF

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

Sourcehuggingface.co/mradermacher/Holo-3.1-4B-uncensored-heretic-GGUF/tree/b8c68860dc851129653367fbb7b830fdf77fceaf
KindOtherBase modelnoahoksuz/Holo-3.1-4B-uncensored-hereticVersionRevision b8c6886Publisher@mradermacherCgrade

Model source

Kind
Other
File size
350 MB–7.85 GB
Base model
noahoksuz/Holo-3.1-4B-uncensored-heretic
Version
vRevision b8c6886
Updated
Oct 3, 2026
Publisher
@mradermacher
Downloads
467
Parameters
4B
Source
Hugging Face

Source description

About

static quants of https://huggingface.co/noahoksuz/Holo-3.1-4B-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/Holo-3.1-4B-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)

LinkTypeSize/GBNotes
GGUFmmproj-Q8_00.5multi-modal supplement
GGUFmmproj-f160.8multi-modal supplement
GGUFQ2_K2.0
GGUFQ3_K_S2.2
GGUFQ3_K_M2.4lower quality
GGUFQ3_K_L2.5
GGUFIQ4_XS2.6
GGUFQ4_K_S2.7fast, recommended
GGUFQ4_K_M2.8fast, recommended
GGUFQ5_K_S3.1
GGUFQ5_K_M3.2
GGUFQ6_K3.6very good quality
GGUFQ8_04.6fast, best quality
GGUFf168.516 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.

Sources

1 source
Hugging FacePrimaryVersion b8c68860dc851129653367fbb7b830fdf77fceaf
huggingface.co/mradermacher/Holo-3.1-4B-uncensored-heretic-GGUF/tree/b8c68860dc851129653367fbb7b830fdf77fceaf

Verified Oct 3

Model artifacts

14 artifacts

Holo-3.1-4B-uncensored-heretic.f16.gguf

gguf · 7.85 GB · SHA-256 6e291360eabc…7685 · Hugging Face

Download

Holo-3.1-4B-uncensored-heretic.IQ4_XS.gguf

gguf · 2.36 GB · SHA-256 b7da081e44b6…3842 · Hugging Face

Download

Holo-3.1-4B-uncensored-heretic.mmproj-f16.gguf

gguf · 641 MB · SHA-256 e236305301d0…f2bb · Hugging Face

Download

Holo-3.1-4B-uncensored-heretic.mmproj-Q8_0.gguf

gguf · 350 MB · SHA-256 2d09d509e8ea…008f · Hugging Face

Download

Holo-3.1-4B-uncensored-heretic.Q2_K.gguf

gguf · 1.78 GB · SHA-256 3718e38ab680…b949 · Hugging Face

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Holo-3.1-4B-uncensored-heretic.Q3_K_L.gguf

gguf · 2.26 GB · SHA-256 007ec34c3311…fcfe · Hugging Face

Download

Holo-3.1-4B-uncensored-heretic.Q3_K_M.gguf

gguf · 2.11 GB · SHA-256 a9ee9f9a6912…68b6 · Hugging Face

Download

Holo-3.1-4B-uncensored-heretic.Q3_K_S.gguf

gguf · 1.93 GB · SHA-256 57db6753025e…8609 · Hugging Face

Download

Holo-3.1-4B-uncensored-heretic.Q4_K_M.gguf

gguf · 2.52 GB · SHA-256 30369b10661e…5066 · Hugging Face

Download

Holo-3.1-4B-uncensored-heretic.Q4_K_S.gguf

gguf · 2.39 GB · SHA-256 2ef886e0f44a…ec70 · Hugging Face

Download

Holo-3.1-4B-uncensored-heretic.Q5_K_M.gguf

gguf · 2.86 GB · SHA-256 be1b2bde7716…8347 · Hugging Face

Download

Holo-3.1-4B-uncensored-heretic.Q5_K_S.gguf

gguf · 2.78 GB · SHA-256 6cdc473f92c9…9444 · Hugging Face

Download

Holo-3.1-4B-uncensored-heretic.Q6_K.gguf

gguf · 3.23 GB · SHA-256 439fa85a786a…7a52 · Hugging Face

Download

Holo-3.1-4B-uncensored-heretic.Q8_0.gguf

gguf · 4.17 GB · SHA-256 1258d7541e85…ec59 · Hugging Face

Download

Source excerpts

3 excerpts
ReadmeJul 11huggingface.co/mradermacher/Holo-3.1-4B-uncensored-heretic-GGUF

--- base_model: noahoksuz/Holo-3.1-4B-uncensored-heretic language: - en library_name: transformers license: apache-2.0 mradermacher: readme_rev: 1 quantized_by: mradermacher --- ## About <!-- ### quantize_version: 2 --> <!-- ### output_tensor_quantised: 1 --> <!-- ### convert_type: hf --> <!-- ### vocab_type: --> <!-- ### tags: --> <!-- ### quants: x-f16 Q4_K_S Q2_K Q8_0 Q6_K Q3_K_M Q3_K_S Q3_K_L Q4_K_M Q5_K_S Q5_K_M IQ4_XS --> <!-- ### quants_skip: --> <!-- ### skip_mmproj: --> static quants of https://huggingface.co/noahoksuz/Holo-3.1-4B-uncensored-heretic <!-- provided-files --> ***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Holo-3.1-4B-uncensored-heretic-GGUF).*** weighted/imatrix quants are available at https://huggingface.co/mradermacher/Holo-3.1-4B-uncensored-heretic-i1-GGUF ## Usage If you are unsure how to use GGUF files, refer to one of [TheBloke's READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) 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](https://huggingface.co/mradermacher/Holo-3.1-4B-uncensored-heretic-GGUF/resolve/main/Holo-3.1-4B-uncensored-heretic.mmproj-Q8_0.gguf) | mmproj-Q8_0 | 0.5 | multi-modal supplement | | [GGUF](https://huggingface.co/mradermacher/Holo-3.1-4B-uncensored-heretic-GGUF/resolve/main/Holo-3.1-4B-uncensored-heretic.mmproj-f16.gguf) | mmproj-f16 | 0.8 | multi-modal supplement | | [GGUF](https://huggingface.co/mradermacher/Holo-3.1-4B-uncensored-heretic-GGUF/resolve/main/Holo-3.1-4B-uncensored-heretic.Q2_K.gguf) | Q2_K | 2.0 | | | [GGUF](https://huggingface.co/mradermacher/Holo-3.1-4B-uncensored-heretic-GGUF/resolve/main/Holo-3.1-4B-uncensored-heretic.Q3_K_S.gguf) | Q3_K_S | 2.2 | | | [GGUF](https://huggingface.co/mradermacher/Holo-3.1-4B-uncensored-heretic-GGUF/resolve/main/Holo-3.1-4B-uncensored-heretic.Q3_K_M.gguf) | Q3_K_M | 2.4 | lower quality | | [GGUF](https://huggingface.co/mradermacher/Holo-3.1-4B-uncensored-heretic-GGUF/resolve/main/Holo-3.1-4B-uncensored-heretic.Q3_K_L.gguf) | Q3_K_L | 2.5 | | | [GGUF](https://huggingface.co/mradermacher/Holo-3.1-4B-uncensored-heretic-GGUF/resolve/main/Holo-3.1-4B...

NoteOct 3huggingface.co/mradermacher/Holo-3.1-4B-uncensored-heretic-GGUF

Source context: 467 downloads · 1 likes · Library transformers · Repo mradermacher/Holo-3.1-4B-uncensored-heretic-GGUF

NoteJul 17huggingface.co/mradermacher/Holo-3.1-4B-uncensored-heretic-GGUF

Source context: 328 downloads · 1 likes · Library transformers · Repo mradermacher/Holo-3.1-4B-uncensored-heretic-GGUF