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Athenas Primal 8b GGUF

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

Sourcehuggingface.co/mradermacher/athenas-primal-8b-GGUF/tree/c6d91b39e4d0b2027b8d77326c73fd1557d1bc0f
KindOtherBase modelKodjaoglanian/athenas-primal-8bVersionRevision c6d91b3Publisher@mradermacherCgrade

Model source

Kind
Other
File size
3.06–15.3 GB
Base model
Kodjaoglanian/athenas-primal-8b
Version
vRevision c6d91b3
Updated
Oct 20, 2026
Publisher
@mradermacher
Downloads
155
Parameters
8B
Source
Hugging Face

Source description

About

static quants of https://huggingface.co/Kodjaoglanian/athenas-primal-8b

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

weighted/imatrix quants are available at https://huggingface.co/mradermacher/athenas-primal-8b-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
GGUFQ2_K3.4
GGUFQ3_K_S3.9
GGUFQ3_K_M4.2lower quality
GGUFQ3_K_L4.5
GGUFIQ4_XS4.7
GGUFQ4_K_S4.9fast, recommended
GGUFQ4_K_M5.1fast, recommended
GGUFQ5_K_S5.8
GGUFQ5_K_M6.0
GGUFQ6_K6.8very good quality
GGUFQ8_08.8fast, best quality
GGUFf1616.516 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 c6d91b39e4d0b2027b8d77326c73fd1557d1bc0f
huggingface.co/mradermacher/athenas-primal-8b-GGUF/tree/c6d91b39e4d0b2027b8d77326c73fd1557d1bc0f

Verified Oct 20

Model artifacts

12 artifacts

athenas-primal-8b.f16.gguf

gguf · 15.3 GB · SHA-256 cfd2e18437a0…6c07 · Hugging Face

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athenas-primal-8b.IQ4_XS.gguf

gguf · 4.28 GB · SHA-256 c75fea21ec3d…2939 · Hugging Face

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athenas-primal-8b.Q2_K.gguf

gguf · 3.06 GB · SHA-256 1ee3053d5a4b…0c8a · Hugging Face

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athenas-primal-8b.Q3_K_L.gguf

gguf · 4.13 GB · SHA-256 96dc9ae87e63…c8c9 · Hugging Face

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athenas-primal-8b.Q3_K_M.gguf

gguf · 3.84 GB · SHA-256 982b7bba6a03…439f · Hugging Face

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athenas-primal-8b.Q3_K_S.gguf

gguf · 3.51 GB · SHA-256 08d10963122b…e7a3 · Hugging Face

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athenas-primal-8b.Q4_K_M.gguf

gguf · 4.68 GB · SHA-256 8e07a8954ca0…b0c7 · Hugging Face

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athenas-primal-8b.Q4_K_S.gguf

gguf · 4.47 GB · SHA-256 3db0bc85e980…c763 · Hugging Face

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athenas-primal-8b.Q5_K_M.gguf

gguf · 5.45 GB · SHA-256 d5c9dba84408…c131 · Hugging Face

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athenas-primal-8b.Q5_K_S.gguf

gguf · 5.33 GB · SHA-256 4d36324f4477…4aae · Hugging Face

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athenas-primal-8b.Q6_K.gguf

gguf · 6.26 GB · SHA-256 9bb5929bce0f…306a · Hugging Face

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athenas-primal-8b.Q8_0.gguf

gguf · 8.11 GB · SHA-256 757c3880b6c7…5b73 · Hugging Face

Download

Source excerpts

3 excerpts
ReadmeJul 11huggingface.co/mradermacher/athenas-primal-8b-GGUF

--- base_model: Kodjaoglanian/athenas-primal-8b datasets: - Kodjaoglanian/fable-traces-mini language: - en - pt library_name: transformers license: apache-2.0 mradermacher: readme_rev: 1 quantized_by: mradermacher tags: - unsloth - qwen3 - agentic - lora - sft - software-engineering --- ## 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/Kodjaoglanian/athenas-primal-8b <!-- provided-files --> ***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#athenas-primal-8b-GGUF).*** weighted/imatrix quants are available at https://huggingface.co/mradermacher/athenas-primal-8b-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/athenas-primal-8b-GGUF/resolve/main/athenas-primal-8b.Q2_K.gguf) | Q2_K | 3.4 | | | [GGUF](https://huggingface.co/mradermacher/athenas-primal-8b-GGUF/resolve/main/athenas-primal-8b.Q3_K_S.gguf) | Q3_K_S | 3.9 | | | [GGUF](https://huggingface.co/mradermacher/athenas-primal-8b-GGUF/resolve/main/athenas-primal-8b.Q3_K_M.gguf) | Q3_K_M | 4.2 | lower quality | | [GGUF](https://huggingface.co/mradermacher/athenas-primal-8b-GGUF/resolve/main/athenas-primal-8b.Q3_K_L.gguf) | Q3_K_L | 4.5 | | | [GGUF](https://huggingface.co/mradermacher/athenas-primal-8b-GGUF/resolve/main/athenas-primal-8b.IQ4_XS.gguf) | IQ4_XS | 4.7 | | | [GGUF](https://huggingface.co/mradermacher/athenas-primal-8b-GGUF/resolve/main/athenas-primal-8b.Q4_K_S.gguf) | Q4_K_S | 4.9 | fast, recommended | | [GGUF](https://huggingface.co/mradermacher/athenas-primal-8b-GGUF/resolve/main/athenas-primal-8b.Q4_K_M.gguf) | Q4_K_M | 5.1 | fast, recommended | | [GGUF](https://huggingface.co/mradermacher/athenas-primal-8b-GGUF/resolve/main/at...

NoteOct 20huggingface.co/mradermacher/athenas-primal-8b-GGUF

Source context: 155 downloads · 0 likes · Library transformers · Repo mradermacher/athenas-primal-8b-GGUF

NoteAug 4huggingface.co/mradermacher/athenas-primal-8b-GGUF

Source context: 268 downloads · 0 likes · Library transformers · Repo mradermacher/athenas-primal-8b-GGUF