Huihui Qwen3.6 27B Abliterated Athanorlite ORPO I1 GGUF
For a convenient overview and download list, visit our model page for this model.
Model source
- Kind
- Text model
- File size
- 13.0 MB–20.6 GB
- Base model
- nbeerbower/Huihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO
- Version
- vRevision 50127af
- Updated
- Oct 2, 2026
- Publisher
- @mradermacher
- Downloads
- 1.1K
- Parameters
- 27B
- Source
- Hugging Face
Source description
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)
| Link | Type | Size/GB | Notes |
|---|---|---|---|
| GGUF | imatrix | 0.1 | imatrix file (for creating your own quants) |
| GGUF | i1-IQ1_S | 7.2 | for the desperate |
| GGUF | i1-IQ1_M | 7.7 | mostly desperate |
| GGUF | i1-IQ2_XXS | 8.5 | |
| GGUF | i1-IQ2_XS | 9.2 | |
| GGUF | i1-IQ2_S | 9.5 | |
| GGUF | i1-IQ2_M | 10.1 | |
| GGUF | i1-Q2_K_S | 10.3 | very low quality |
| GGUF | i1-Q2_K | 10.8 | IQ3_XXS probably better |
| GGUF | i1-IQ3_XXS | 11.3 | lower quality |
| GGUF | i1-IQ3_XS | 12.1 | |
| GGUF | i1-Q3_K_S | 12.2 | IQ3_XS probably better |
| GGUF | i1-IQ3_S | 12.5 | beats Q3_K* |
| GGUF | i1-IQ3_M | 12.7 | |
| GGUF | i1-Q3_K_M | 13.4 | IQ3_S probably better |
| GGUF | i1-Q3_K_L | 14.4 | IQ3_M probably better |
| GGUF | i1-IQ4_XS | 15.2 | |
| GGUF | i1-Q4_0 | 15.6 | fast, low quality |
| GGUF | i1-Q4_K_S | 15.7 | optimal size/speed/quality |
| GGUF | i1-Q4_K_M | 16.6 | fast, recommended |
| GGUF | i1-Q4_1 | 17.2 | |
| GGUF | i1-Q5_K_S | 18.8 | |
| GGUF | i1-Q5_K_M | 19.3 | |
| GGUF | i1-Q6_K | 22.2 | practically 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.
Sources
1 source
Sources
1 sourceVerified Oct 2
Model artifacts
24 artifacts
Model artifacts
24 artifactsHuihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-IQ1_M.gguf
gguf · 7.11 GB · SHA-256 47d457a2e88b…3ffa · Hugging Face
DownloadHuihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-IQ1_S.gguf
gguf · 6.66 GB · SHA-256 06ff0fe8296f…623f · Hugging Face
DownloadHuihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-IQ2_M.gguf
gguf · 9.32 GB · SHA-256 6bebed635583…4f61 · Hugging Face
DownloadHuihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-IQ2_S.gguf
gguf · 8.72 GB · SHA-256 c68e17027f30…52ce · Hugging Face
DownloadHuihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-IQ2_XS.gguf
gguf · 8.47 GB · SHA-256 f19a86356e6a…e404 · Hugging Face
DownloadHuihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-IQ2_XXS.gguf
gguf · 7.85 GB · SHA-256 7ba5103027cf…c5c0 · Hugging Face
DownloadHuihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-IQ3_M.gguf
gguf · 11.7 GB · SHA-256 995bdee7c0fe…4ca9 · Hugging Face
DownloadHuihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-IQ3_S.gguf
gguf · 11.6 GB · SHA-256 e412ddadd391…613e · Hugging Face
DownloadHuihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-IQ3_XS.gguf
gguf · 11.1 GB · SHA-256 ed1f7b88a352…d7cd · Hugging Face
DownloadHuihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-IQ3_XXS.gguf
gguf · 10.4 GB · SHA-256 4d5abaa40b31…0d08 · Hugging Face
DownloadHuihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-IQ4_XS.gguf
gguf · 14.0 GB · SHA-256 9a3335bbe696…48d2 · Hugging Face
DownloadHuihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-Q2_K_S.gguf
gguf · 9.54 GB · SHA-256 91fbd6c7a83d…b69f · Hugging Face
DownloadHuihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-Q2_K.gguf
gguf · 9.98 GB · SHA-256 4589e9520684…93e2 · Hugging Face
DownloadHuihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-Q3_K_L.gguf
gguf · 13.4 GB · SHA-256 4fb146ef30a8…4323 · Hugging Face
DownloadHuihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-Q3_K_M.gguf
gguf · 12.4 GB · SHA-256 008930d7f3b2…4a20 · Hugging Face
DownloadHuihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-Q3_K_S.gguf
gguf · 11.2 GB · SHA-256 f6edf5cbb038…b9c2 · Hugging Face
DownloadHuihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-Q4_0.gguf
gguf · 14.5 GB · SHA-256 3fbb15c25e35…c69a · Hugging Face
DownloadHuihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-Q4_1.gguf
gguf · 15.9 GB · SHA-256 b1c30704f8fd…0b0e · Hugging Face
DownloadHuihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-Q4_K_M.gguf
gguf · 15.4 GB · SHA-256 f2bbb9c584f2…cc3a · Hugging Face
DownloadHuihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-Q4_K_S.gguf
gguf · 14.5 GB · SHA-256 c62331eca719…9bac · Hugging Face
DownloadHuihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-Q5_K_M.gguf
gguf · 17.9 GB · SHA-256 53d9fb0e099d…fd22 · Hugging Face
DownloadHuihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-Q5_K_S.gguf
gguf · 17.4 GB · SHA-256 ae4568f04a77…8dca · Hugging Face
DownloadHuihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.i1-Q6_K.gguf
gguf · 20.6 GB · SHA-256 c2367c394096…b1ae · Hugging Face
DownloadHuihui-Qwen3.6-27B-abliterated-Athanorlite-ORPO.imatrix.gguf
gguf · 13.0 MB · SHA-256 3a417e5e98b4…14b7 · Hugging Face
DownloadSource excerpts
3 excerpts
Source excerpts
3 excerpts--- 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
