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Huihui Qwen3.6 27B Abliterated Athanorlite ORPO I1 GGUF

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

TipoText modelModelo basenbeerbower/Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPOVersiónRevision 50127afPublicador@mradermacherCcalidad

Fuente del modelo

Tipo
Text model
Tamaño del archivo
13,0 MB–20,6 GB
Modelo base
nbeerbower/Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO
Versión
vRevision 50127af
Actualizado
2 oct 2026
Publicador
@mradermacher
Descargas
1,1 mil
Parámetros
27B
Fuente
Hugging Face

Descripción de la fuente

About

weighted/imatrix quants of https://huggingface.co/nbeerbower/Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO

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

static quants are available at https://huggingface.co/mradermacher/Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO-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)

LinkTypeSize/GBNotes
GGUFimatrix0.1imatrix file (for creating your own quants)
GGUFi1-IQ1_S7.2for the desperate
GGUFi1-IQ1_M7.7mostly desperate
GGUFi1-IQ2_XXS8.5
GGUFi1-IQ2_XS9.2
GGUFi1-IQ2_S9.5
GGUFi1-IQ2_M10.1
GGUFi1-Q2_K_S10.3very low quality
GGUFi1-Q2_K10.8IQ3_XXS probably better
GGUFi1-IQ3_XXS11.3lower quality
GGUFi1-IQ3_XS12.1
GGUFi1-Q3_K_S12.2IQ3_XS probably better
GGUFi1-IQ3_S12.5beats Q3_K*
GGUFi1-IQ3_M12.7
GGUFi1-Q3_K_M13.4IQ3_S probably better
GGUFi1-Q3_K_L14.4IQ3_M probably better
GGUFi1-IQ4_XS15.2
GGUFi1-Q4_015.6fast, low quality
GGUFi1-Q4_K_S15.7optimal size/speed/quality
GGUFi1-Q4_K_M16.6fast, recommended
GGUFi1-Q4_117.2
GGUFi1-Q5_K_S18.8
GGUFi1-Q5_K_M19.3
GGUFi1-Q6_K22.2practically 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.

Fuentes

1 fuente
Hugging FacePrincipalVersión 50127af0db0442f74479db311fbd49d13e188eee
huggingface.co/mradermacher/Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO-i1-GGUF/tree/50127af0db0442f74479db311fbd49d13e188eee

Verificado 2 oct

Artefactos del modelo

24 artefactos

Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-IQ1_M.gguf

gguf · 7,11 GB · SHA-256 47d457a2e88b…3ffa · Hugging Face

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Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-IQ1_S.gguf

gguf · 6,66 GB · SHA-256 06ff0fe8296f…623f · Hugging Face

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Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-IQ2_M.gguf

gguf · 9,32 GB · SHA-256 6bebed635583…4f61 · Hugging Face

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Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-IQ2_S.gguf

gguf · 8,72 GB · SHA-256 c68e17027f30…52ce · Hugging Face

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Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-IQ2_XS.gguf

gguf · 8,47 GB · SHA-256 f19a86356e6a…e404 · Hugging Face

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Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-IQ2_XXS.gguf

gguf · 7,85 GB · SHA-256 7ba5103027cf…c5c0 · Hugging Face

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Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-IQ3_M.gguf

gguf · 11,7 GB · SHA-256 995bdee7c0fe…4ca9 · Hugging Face

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Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-IQ3_S.gguf

gguf · 11,6 GB · SHA-256 e412ddadd391…613e · Hugging Face

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Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-IQ3_XS.gguf

gguf · 11,1 GB · SHA-256 ed1f7b88a352…d7cd · Hugging Face

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Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-IQ3_XXS.gguf

gguf · 10,4 GB · SHA-256 4d5abaa40b31…0d08 · Hugging Face

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Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-IQ4_XS.gguf

gguf · 14,0 GB · SHA-256 9a3335bbe696…48d2 · Hugging Face

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Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-Q2_K_S.gguf

gguf · 9,54 GB · SHA-256 91fbd6c7a83d…b69f · Hugging Face

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Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-Q2_K.gguf

gguf · 9,98 GB · SHA-256 4589e9520684…93e2 · Hugging Face

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Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-Q3_K_L.gguf

gguf · 13,4 GB · SHA-256 4fb146ef30a8…4323 · Hugging Face

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Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-Q3_K_M.gguf

gguf · 12,4 GB · SHA-256 008930d7f3b2…4a20 · Hugging Face

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Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-Q3_K_S.gguf

gguf · 11,2 GB · SHA-256 f6edf5cbb038…b9c2 · Hugging Face

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Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-Q4_0.gguf

gguf · 14,5 GB · SHA-256 3fbb15c25e35…c69a · Hugging Face

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Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-Q4_1.gguf

gguf · 15,9 GB · SHA-256 b1c30704f8fd…0b0e · Hugging Face

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Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-Q4_K_M.gguf

gguf · 15,4 GB · SHA-256 f2bbb9c584f2…cc3a · Hugging Face

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Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-Q4_K_S.gguf

gguf · 14,5 GB · SHA-256 c62331eca719…9bac · Hugging Face

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Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-Q5_K_M.gguf

gguf · 17,9 GB · SHA-256 53d9fb0e099d…fd22 · Hugging Face

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Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-Q5_K_S.gguf

gguf · 17,4 GB · SHA-256 ae4568f04a77…8dca · Hugging Face

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Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-Q6_K.gguf

gguf · 20,6 GB · SHA-256 c2367c394096…b1ae · Hugging Face

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Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.imatrix.gguf

gguf · 13,0 MB · SHA-256 3a417e5e98b4…14b7 · Hugging Face

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Extractos de fuentes

3 extractos

--- base_model: nbeerbower/Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO language: - en library_name: transformers mradermacher: readme_rev: 1 quantized_by: mradermacher tags: - merlina - grimoire - image-text-to-text - vision-language-model - post_hoc_upload --- ## About <!-- ### quantize_version: 2 --> <!-- ### output_tensor_quantised: 1 --> <!-- ### convert_type: hf --> <!-- ### vocab_type: --> <!-- ### tags: nicoboss --> <!-- ### quants: Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_K_M Q4_0 IQ3_XS Q4_1 IQ3_S --> <!-- ### quants_skip: --> <!-- ### skip_mmproj: --> weighted/imatrix quants of https://huggingface.co/nbeerbower/Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO <!-- provided-files --> ***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO-i1-GGUF).*** static quants are available at https://huggingface.co/mradermacher/Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO-GGUF **This is a vision model - mmproj files (if any) will be in the [static repository](https://huggingface.co/mradermacher/Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO-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/Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO-i1-GGUF/resolve/main/Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | | [GGUF](https://huggingface.co/mradermacher/Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO-i1-GGUF/resolve/main/Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-IQ1_S.gguf) | i1-IQ1_S | 7.2 | for the desperate | | [GGUF](https://huggingface.co/mradermacher/Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO-i1-GGUF/resolve/main/Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-IQ1_M.gguf) | i1-IQ1_M | 7.7 | mostly desperate | | [GGUF](https://huggingface.co/mrader...

Source context: 1102 downloads · 1 likes · Pipeline image-text-to-text · Library transformers · Repo mradermacher/Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO-i1-GGUF

Source context: 145 downloads · 1 likes · Pipeline image-text-to-text · Library transformers · Repo mradermacher/Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO-i1-GGUF