Models you can run yourself

A model, every quantisation somebody made of it, and what each one costs to run.

Behind2 sourcesupdated 5h agofresh within 24h
3,269things
865named by two sources or more
34conflicts
2sources

Only one source knows: GGUF quantisations 2338 · Hugging Face models 66

Covers. Every GGUF repository created since 2026-08-23, and the base model behind each one. 2,684 of those bases are named; without a Hugging Face token the run is throttled off after roughly 600 to 750 of them, so the model side of the join is partial and the scope says so on its front page. Excludes. Ollama, whose library names no Hugging Face repository to join on. Benchmarks, which have no machine-readable source.
Compared · what is held against what, and from which column of each source
PropertyHugging Face modelsGGUF quantisations
LicencecardData.licensecardData.license

Everything else the sources say is shown side by side, and not compared.

task=image-text-to-text ✕kind=model ✕

EverythingQuantised, and openly licensedmodel 1654quantisation 9465

Found

1–25 of 195
ThingKindLicenceDownloadsDate
datalab-to/chandra-ocr-2
datalab-to/chandra-ocr-2 · Hugging Face models, GGUF quantisations
model 2 quantisation 2 openrail149 / 2055581 / 2383019 / 2472026-03-16
DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NEO-CODER-MAX-MTP-GGUF
DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NEO-CODER-MAX-MTP-GGUF · Hugging Face models, GGUF quantisations
model 2 quantisation 2 apache-2.01603479 / 2116212 / 438 / 46792026-09-01
baidu/Unlimited-OCR
baidu/Unlimited-OCR · Hugging Face models, GGUF quantisations
model 2 quantisation 2 mit1442707 / 168 / 1826036 / 892026-06-19
dots-studio/dots.ocr
dots-studio/dots.ocr · Hugging Face models, GGUF quantisations
model 2 quantisation 1 mit1013742 / 1093178 / 6752025-07-30
ggml-org/Qwen3.8-27B-GGUF
ggml-org/Qwen3.8-27B-GGUF · Hugging Face models, GGUF quantisations
model 1 quantisation 3 apache-2.01075427 / 1601 / 309 / 6312026-08-14
deepseek-ai/DeepSeek-V4-Flash-Vision-Exp
deepseek-ai/DeepSeek-V4-Flash-Vision-Exp · Hugging Face models, GGUF quantisations
model 2 quantisation 16 apache-2.0 / mit / other1063 / 11158 / 13551 / 189004 / 212 / 2193 / 2498 / 2559 / 3355 / 36695 / 442 / 5618 / 588 / 62318 / 813 / 915320 / 925431 / 96012026-08-31
deepseek-ai/DeepSeek-OCR-2
deepseek-ai/DeepSeek-OCR-2 · Hugging Face models
model 2 apache-2.08472122026-01-27
deepseek-ai/DeepSeek-V4.1-Flash
deepseek-ai/DeepSeek-V4.1-Flash · Hugging Face models, GGUF quantisations
model 2 quantisation 18 apache-2.0 / mit0 / 1099587 / 12061 / 145 / 158 / 15890 / 1693 / 1737 / 19701 / 2157 / 25057 / 257 / 3550 / 41756 / 5384 / 640577 / 787841 / 96852026-09-10
byteshape/Qwen3.8-27B-GGUF
byteshape/Qwen3.8-27B-GGUF · Hugging Face models, GGUF quantisations
model 2 quantisation 1 apache-2.0318714 / 764628 / 8342026-08-18
empero-ai/Qwen3.8-27B-Ridge-GGUF
empero-ai/Qwen3.8-27B-Ridge-GGUF · Hugging Face models, GGUF quantisations
model 2 quantisation 1 apache-2.02895 / 408455 / 4946922026-08-15
dots-studio/dots.mocr
dots-studio/dots.mocr · Hugging Face models, GGUF quantisations
model 2 quantisation 2 mit1499 / 151 / 277812 / 4230532026-03-19
autotrust/JEV-27B-VL
autotrust/JEV-27B-VL · Hugging Face models, GGUF quantisations
model 1 quantisation 1 apache-2.0267 / 3085312026-09-30
ATH-MaaS/OvisOCR2
ATH-MaaS/OvisOCR2 · Hugging Face models, GGUF quantisations
model 2 quantisation 1 apache-2.0197760 / 236122 / 29532026-07-13
BDRC/tibetan-ocr
BDRC/tibetan-ocr · Hugging Face models, GGUF quantisations
model 2 quantisation 1 apache-2.0134966 / 222970 / 652026-08-17
bartowski/orcarouter_Qwen3.8-27B-Uncensored-GGUF
bartowski/orcarouter_Qwen3.8-27B-Uncensored-GGUF · Hugging Face models, GGUF quantisations
model 2 quantisation 1 apache-2.0149031 / 152921 / 2892026-08-27
Blackfrost-AI/Qwen3.8-27B-ABLITERATED-GGUF
Blackfrost-AI/Qwen3.8-27B-ABLITERATED-GGUF · Hugging Face models, GGUF quantisations
model 2 quantisation 1 apache-2.0113827 / 52 / 739312026-08-14
fancyfeast/llama-joycaption-beta-one-hf-llava
fancyfeast/llama-joycaption-beta-one-hf-llava · Hugging Face models, GGUF quantisations
model 2 quantisation 1 llama3.1102709 / 112302 / 4872025-05-11
allenai/Molmo2-8B
allenai/Molmo2-8B · Hugging Face models, GGUF quantisations
model 2 quantisation 1 apache-2.0412 / 61761 / 688632025-12-14
dealignai/DeepSeek-V4.1-Flash-UNCENSORED-FP8
dealignai/DeepSeek-V4.1-Flash-UNCENSORED-FP8 · Hugging Face models, GGUF quantisations
model 2 quantisation 1 mit30063 / 39227 / 605612026-09-10
allenai/Molmo2-4B
allenai/Molmo2-4B · Hugging Face models, GGUF quantisations
model 1 quantisation 1 apache-2.0123 / 563862025-12-14
amd/Qwen3.8-27B-Quark-AWQ-MXFP4
amd/Qwen3.8-27B-Quark-AWQ-MXFP4 · Hugging Face models, GGUF quantisations
model 2 quantisation 1 apache-2.039074 / 44170 / 70192026-08-15
DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NM-DAU
DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NM-DAU · Hugging Face models, GGUF quantisations
model 2 quantisation 51 apache-2.0 / cc-by-4.0 / other0 / 1015 / 1016 / 10199 / 1088 / 12341 / 12717 / 1379 / 14563 / 1476 / 1511 / 1557 / 1559 / 15592 / 1634 / 1683597 / 1719 / 172 / 1724 / 1737 / 1754 / 1787 / 1790 / 17942 / 1840 / 1862 / 1894 / 1910 / 2027 / 2217 / 2268 / 2311 / 2572 / 2638 / 29374 / 31347 / 3160 / 3255 / 3367 / 3375 / 3470 / 3592 / 398 / 4756 / 506 / 53 / 5401 / 5748 / 6578 / 703 / 904 / 9102026-08-25
EldanRing/Winnow-12B
EldanRing/Winnow-12B · Hugging Face models, GGUF quantisations
model 1 quantisation 1 apache-2.00 / 266182026-09-20
allenai/olmOCR-7B-0825-FP8
allenai/olmOCR-7B-0825-FP8 · Hugging Face models, GGUF quantisations
model 2 quantisation 1 apache-2.017082 / 20456 / 2352025-08-13
abacusai/Smaug-Mini
abacusai/Smaug-Mini · Hugging Face models, GGUF quantisations
model 2 quantisation 1 apache-2.017917 / 18141 / 5032026-09-02
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Facets

Kind 11119 of 11119 claims

model1654

Source 11119 of 11119 claims

Task 1422 of 11119 claims

Sources

Hugging Face models primary

The model itself: its licence, its task and how many people fetch it.

model · failing1654

GGUF quantisations high

Which quantisations exist, which is what decides whether it runs on the machine somebody has.

quantisation · current9465