Hulu Med Flash Preview 27B I1 GGUF
For a convenient overview and download list, visit our model page for this model.
Model source
- Kind
- Other
- File size
- 13.0 MB–20.6 GB
- Base model
- ZJU-AI4H/Hulu-Med-Flash-Preview-27B
- Version
- vRevision febd8a2
- Updated
- Oct 12, 2026
- Downloads
- 676
- Source
- Hugging Face
Source description
About
weighted/imatrix quants of https://huggingface.co/ZJU-AI4H/Hulu-Med-Flash-Preview-27B
For a convenient overview and download list, visit our model page for this model.
static quants are available at https://huggingface.co/mradermacher/Hulu-Med-Flash-Preview-27B-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 Aug 27
Download files
Model artifacts
24 artifacts
Model artifacts
24 artifactsHulu-Med-Flash-Preview-27B.i1-IQ1_M.gguf
gguf · 7.11 GB · SHA-256 77c0eb14ec00…38f0 · Hugging Face
Download fileHulu-Med-Flash-Preview-27B.i1-IQ1_S.gguf
gguf · 6.66 GB · SHA-256 ae7dd18b33a0…80e8 · Hugging Face
Download fileHulu-Med-Flash-Preview-27B.i1-IQ2_M.gguf
gguf · 9.32 GB · SHA-256 723ace59abb1…9da8 · Hugging Face
Download fileHulu-Med-Flash-Preview-27B.i1-IQ2_S.gguf
gguf · 8.72 GB · SHA-256 5e5703b05eeb…3cdf · Hugging Face
Download fileHulu-Med-Flash-Preview-27B.i1-IQ2_XS.gguf
gguf · 8.47 GB · SHA-256 692ae8f5cd2c…0952 · Hugging Face
Download fileHulu-Med-Flash-Preview-27B.i1-IQ2_XXS.gguf
gguf · 7.85 GB · SHA-256 6c81ecc74abf…c717 · Hugging Face
Download fileHulu-Med-Flash-Preview-27B.i1-IQ3_M.gguf
gguf · 11.7 GB · SHA-256 10c6c7e6cf53…dc4c · Hugging Face
Download fileHulu-Med-Flash-Preview-27B.i1-IQ3_S.gguf
gguf · 11.6 GB · SHA-256 7ad2dd1dbc4f…ab2d · Hugging Face
Download fileHulu-Med-Flash-Preview-27B.i1-IQ3_XS.gguf
gguf · 11.1 GB · SHA-256 9b729db27987…d2a1 · Hugging Face
Download fileHulu-Med-Flash-Preview-27B.i1-IQ3_XXS.gguf
gguf · 10.4 GB · SHA-256 7c2f93f866b3…0ba8 · Hugging Face
Download fileHulu-Med-Flash-Preview-27B.i1-IQ4_XS.gguf
gguf · 14.0 GB · SHA-256 478daadf918a…9c31 · Hugging Face
Download fileHulu-Med-Flash-Preview-27B.i1-Q2_K_S.gguf
gguf · 9.54 GB · SHA-256 5658ab787a6a…6dba · Hugging Face
Download fileHulu-Med-Flash-Preview-27B.i1-Q2_K.gguf
gguf · 9.98 GB · SHA-256 2d781bdf5570…f388 · Hugging Face
Download fileHulu-Med-Flash-Preview-27B.i1-Q3_K_L.gguf
gguf · 13.4 GB · SHA-256 f62c559ade42…fbba · Hugging Face
Download fileHulu-Med-Flash-Preview-27B.i1-Q3_K_M.gguf
gguf · 12.4 GB · SHA-256 bafc08563179…8d6d · Hugging Face
Download fileHulu-Med-Flash-Preview-27B.i1-Q3_K_S.gguf
gguf · 11.2 GB · SHA-256 7b373253a65b…d416 · Hugging Face
Download fileHulu-Med-Flash-Preview-27B.i1-Q4_0.gguf
gguf · 14.5 GB · SHA-256 47ed2b860cfb…b3cb · Hugging Face
Download fileHulu-Med-Flash-Preview-27B.i1-Q4_1.gguf
gguf · 15.9 GB · SHA-256 aee8a0cdfc13…8636 · Hugging Face
Download fileHulu-Med-Flash-Preview-27B.i1-Q4_K_M.gguf
gguf · 15.4 GB · SHA-256 089cfb24b394…971b · Hugging Face
Download fileHulu-Med-Flash-Preview-27B.i1-Q4_K_S.gguf
gguf · 14.5 GB · SHA-256 5674f12a332c…21e9 · Hugging Face
Download fileHulu-Med-Flash-Preview-27B.i1-Q5_K_M.gguf
gguf · 17.9 GB · SHA-256 8884944000c2…b4aa · Hugging Face
Download fileHulu-Med-Flash-Preview-27B.i1-Q5_K_S.gguf
gguf · 17.4 GB · SHA-256 9552a3970b2b…36d1 · Hugging Face
Download fileHulu-Med-Flash-Preview-27B.i1-Q6_K.gguf
gguf · 20.6 GB · SHA-256 ecee9536f46d…3ef7 · Hugging Face
Download fileHulu-Med-Flash-Preview-27B.imatrix.gguf
gguf · 13.0 MB · SHA-256 c15bc5ea4865…cc16 · Hugging Face
Download fileSource excerpts
2 excerpts
Source excerpts
2 excerpts--- base_model: ZJU-AI4H/Hulu-Med-Flash-Preview-27B language: - en library_name: transformers license: apache-2.0 mradermacher: readme_rev: 1 quantized_by: mradermacher tags: - medical - multimodal - vision-language-model - image-to-text - video-understanding - 3d-understanding - qwen --- ## 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/ZJU-AI4H/Hulu-Med-Flash-Preview-27B <!-- provided-files --> ***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Hulu-Med-Flash-Preview-27B-i1-GGUF).*** static quants are available at https://huggingface.co/mradermacher/Hulu-Med-Flash-Preview-27B-GGUF **This is a vision model - mmproj files (if any) will be in the [static repository](https://huggingface.co/mradermacher/Hulu-Med-Flash-Preview-27B-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/Hulu-Med-Flash-Preview-27B-i1-GGUF/resolve/main/Hulu-Med-Flash-Preview-27B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | | [GGUF](https://huggingface.co/mradermacher/Hulu-Med-Flash-Preview-27B-i1-GGUF/resolve/main/Hulu-Med-Flash-Preview-27B.i1-IQ1_S.gguf) | i1-IQ1_S | 7.2 | for the desperate | | [GGUF](https://huggingface.co/mradermacher/Hulu-Med-Flash-Preview-27B-i1-GGUF/resolve/main/Hulu-Med-Flash-Preview-27B.i1-IQ1_M.gguf) | i1-IQ1_M | 7.7 | mostly desperate | | [GGUF](https://huggingface.co/mradermacher/Hulu-Med-Flash-Preview-27B-i1-GGUF/resolve/main/Hulu-Med-Flash-Preview-27B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 8.5 | | | [GGUF](https://huggingface.co/mradermacher/Hulu-Med-Flash-Previe...
Source context: 676 downloads · 2 likes · Pipeline image-to-text · Library transformers · Repo mradermacher/Hulu-Med-Flash-Preview-27B-i1-GGUF
