KoQweopus 3.5 27B Experimental I1 GGUF
For a convenient overview and download list, visit our model page for this model.
Modellquelle
- Art
- Other
- Dateigröße
- 13,0 MB–20,6 GB
- Basismodell
- jiwon9703/KoQweopus-3.5-27B-experimental
- Version
- vRevision cb1cac0
- Aktualisiert
- 2. Okt. 2026
- Verleger
- @mradermacher
- Downloads
- 1893
- Parameter
- 27B
- Quelle
- Hugging Face
Quellenbeschreibung
About
weighted/imatrix quants of https://huggingface.co/jiwon9703/KoQweopus-3.5-27B-experimental
For a convenient overview and download list, visit our model page for this model.
static quants are available at https://huggingface.co/mradermacher/KoQweopus-3.5-27B-experimental-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.
Quellen
1 Quelle
Quellen
1 QuelleVerifiziert 2. Okt.
Download files
Modellartefakte
24 Artefakte
Modellartefakte
24 ArtefakteKoQweopus-3.5-27B-experimental.i1-IQ1_M.gguf
gguf · 7,11 GB · SHA-256 4a24ca6e2d5f…7ecc · Hugging Face
Download fileKoQweopus-3.5-27B-experimental.i1-IQ1_S.gguf
gguf · 6,66 GB · SHA-256 2b16f42c4a6b…804c · Hugging Face
Download fileKoQweopus-3.5-27B-experimental.i1-IQ2_M.gguf
gguf · 9,32 GB · SHA-256 643240132f6a…4396 · Hugging Face
Download fileKoQweopus-3.5-27B-experimental.i1-IQ2_S.gguf
gguf · 8,72 GB · SHA-256 3597cb746156…ca80 · Hugging Face
Download fileKoQweopus-3.5-27B-experimental.i1-IQ2_XS.gguf
gguf · 8,47 GB · SHA-256 3686954c45bb…ea7f · Hugging Face
Download fileKoQweopus-3.5-27B-experimental.i1-IQ2_XXS.gguf
gguf · 7,85 GB · SHA-256 6e4c10161155…7940 · Hugging Face
Download fileKoQweopus-3.5-27B-experimental.i1-IQ3_M.gguf
gguf · 11,7 GB · SHA-256 725aa1efa08d…16c7 · Hugging Face
Download fileKoQweopus-3.5-27B-experimental.i1-IQ3_S.gguf
gguf · 11,6 GB · SHA-256 4b28cd73a0dd…9e52 · Hugging Face
Download fileKoQweopus-3.5-27B-experimental.i1-IQ3_XS.gguf
gguf · 11,1 GB · SHA-256 404b67192c16…baca · Hugging Face
Download fileKoQweopus-3.5-27B-experimental.i1-IQ3_XXS.gguf
gguf · 10,4 GB · SHA-256 e160061cd8c2…3940 · Hugging Face
Download fileKoQweopus-3.5-27B-experimental.i1-IQ4_XS.gguf
gguf · 14,0 GB · SHA-256 a3476049f099…4beb · Hugging Face
Download fileKoQweopus-3.5-27B-experimental.i1-Q2_K_S.gguf
gguf · 9,54 GB · SHA-256 1d5c79cb2a75…a73d · Hugging Face
Download fileKoQweopus-3.5-27B-experimental.i1-Q2_K.gguf
gguf · 9,98 GB · SHA-256 92fde8915506…cfba · Hugging Face
Download fileKoQweopus-3.5-27B-experimental.i1-Q3_K_L.gguf
gguf · 13,4 GB · SHA-256 55bca83ea5c3…1259 · Hugging Face
Download fileKoQweopus-3.5-27B-experimental.i1-Q3_K_M.gguf
gguf · 12,4 GB · SHA-256 ab24ebe0cc00…f1ef · Hugging Face
Download fileKoQweopus-3.5-27B-experimental.i1-Q3_K_S.gguf
gguf · 11,2 GB · SHA-256 8fe5965c30be…7cd0 · Hugging Face
Download fileKoQweopus-3.5-27B-experimental.i1-Q4_0.gguf
gguf · 14,5 GB · SHA-256 b4e347e84601…31e3 · Hugging Face
Download fileKoQweopus-3.5-27B-experimental.i1-Q4_1.gguf
gguf · 15,9 GB · SHA-256 918cc81f96f8…715e · Hugging Face
Download fileKoQweopus-3.5-27B-experimental.i1-Q4_K_M.gguf
gguf · 15,4 GB · SHA-256 e562b50e4b6c…5ecc · Hugging Face
Download fileKoQweopus-3.5-27B-experimental.i1-Q4_K_S.gguf
gguf · 14,5 GB · SHA-256 f6f3a0267698…431e · Hugging Face
Download fileKoQweopus-3.5-27B-experimental.i1-Q5_K_M.gguf
gguf · 17,9 GB · SHA-256 a4169e6fe931…896a · Hugging Face
Download fileKoQweopus-3.5-27B-experimental.i1-Q5_K_S.gguf
gguf · 17,4 GB · SHA-256 eb5f7ee28752…dc9f · Hugging Face
Download fileKoQweopus-3.5-27B-experimental.i1-Q6_K.gguf
gguf · 20,6 GB · SHA-256 2497f208b6de…5f5f · Hugging Face
Download fileKoQweopus-3.5-27B-experimental.imatrix.gguf
gguf · 13,0 MB · SHA-256 5b1d39a3fd1c…56fc · Hugging Face
Download fileQuellenauszüge
3 Auszüge
Quellenauszüge
3 Auszüge--- base_model: jiwon9703/KoQweopus-3.5-27B-experimental datasets: - KORMo-Team/NemoPost-ko-synth language: - ko - en library_name: transformers license: apache-2.0 mradermacher: readme_rev: 1 quantized_by: mradermacher tags: - qwen - korean - reasoning - chat - thinking - tool-calling - multimodal --- ## 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/jiwon9703/KoQweopus-3.5-27B-experimental <!-- provided-files --> ***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#KoQweopus-3.5-27B-experimental-i1-GGUF).*** static quants are available at https://huggingface.co/mradermacher/KoQweopus-3.5-27B-experimental-GGUF **This is a vision model - mmproj files (if any) will be in the [static repository](https://huggingface.co/mradermacher/KoQweopus-3.5-27B-experimental-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/KoQweopus-3.5-27B-experimental-i1-GGUF/resolve/main/KoQweopus-3.5-27B-experimental.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | | [GGUF](https://huggingface.co/mradermacher/KoQweopus-3.5-27B-experimental-i1-GGUF/resolve/main/KoQweopus-3.5-27B-experimental.i1-IQ1_S.gguf) | i1-IQ1_S | 7.2 | for the desperate | | [GGUF](https://huggingface.co/mradermacher/KoQweopus-3.5-27B-experimental-i1-GGUF/resolve/main/KoQweopus-3.5-27B-experimental.i1-IQ1_M.gguf) | i1-IQ1_M | 7.7 | mostly desperate | | [GGUF](https://huggingface.co/mradermacher/KoQweopus-3.5-27B-experimental-i1-GGUF/resolve/main/KoQweopus-3.5-27B-experimental.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 8.5 | | | [...
Source context: 1893 downloads · 0 likes · Library transformers · Repo mradermacher/KoQweopus-3.5-27B-experimental-i1-GGUF
Source context: 4043 downloads · 0 likes · Library transformers · Repo mradermacher/KoQweopus-3.5-27B-experimental-i1-GGUF
