Models you can run yourself

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

Behind2 sourcesupdated 4h 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.

Try:qwendownloads>=1000000licence=apache-2.0qwen

EverythingQuantised, and openly licensedmodel 1654quantisation 9465

Things

25 things, from 11,119 claims
ThingKindLicenceDownloadsDate
openbmb/MiniCPM5-2B-GGUF
· GGUF quantisations
quantisation 1 apache-2.02346132026-09-05
Alibaba-NLP/gte-reranker-modernbert-base
Alibaba-NLP/gte-reranker-modernbert-base · Hugging Face models
model 1 apache-2.019152092025-01-20
baidu/Unlimited-OCR
baidu/Unlimited-OCR · Hugging Face models
model 2 mit14427072026-06-19
docling-project/docling-layout-heron
docling-project/docling-layout-heron · Hugging Face models
model 2 apache-2.016406972025-04-15
ukisai/Swift-Qwen3.8-27B-GGUF
ukisai/Swift-Qwen3.8-27b · GGUF quantisations
quantisation 2 other2054462026-09-11
DavidAU/Qwen3.8-27B-TWIN-TURBO-Fable-Cold-Fusion-709-L-Uncensored
DavidAU/Qwen3.8-27B-TWIN-TURBO-Fable-Cold-Fusion-709-L-Uncensored · Hugging Face models, GGUF quantisations
model 2 quantisation 1 apache-2.01821 / 203773 / 23522026-08-31
antirez/glm-5.3-flash-gguf
· GGUF quantisations
quantisation 1 —1922432026-08-27
abenzerps/Qwen-Image-2.1-Uncensored-GGUF
abenzerps/Qwen-Image-2.1-Uncensored-GGUF · Hugging Face models
model 2 other14559212026-09-20
deepseek-ai/DeepSeek-V4-Flash-Vision-Exp
deepseek-ai/DeepSeek-V4-Flash-Vision-Exp · Hugging Face models, GGUF quantisations
model 2 quantisation 2 mit189004 / 62318 / 915320 / 9254312026-08-31
XHToken/Spark-X2.5-1.7B-GGUF
XHToken/Spark-X2.5-1.7B · GGUF quantisations
quantisation 1 apache-2.01644862026-08-28
0bserverx/Qwen3.8-27B-Heretic-Abliterated-Uncensored-GGUF
0bserverx/Qwen3.8-27B-Heretic-Abliterated-Uncensored-GGUF · Hugging Face models
model 1 apache-2.013784472026-08-14
deepseek-ai/DeepSeek-V4-Flash
deepseek-ai/DeepSeek-V4-Flash · Hugging Face models
model 2 mit10661412026-04-22
pottokao/Qwen-Image-2.1-Text-Encoder-Heretic-GGUF
pottokao/Qwen-Image-2.1-Text-Encoder-Heretic · GGUF quantisations
quantisation 1 apache-2.01588062026-09-20
circlestone-labs/Anima
circlestone-labs/Anima · Hugging Face models
model 2 other11866882026-01-29
Accio-Lab/occamy-1.0
Accio-Lab/occamy-1.0 · Hugging Face models, GGUF quantisations
model 2 quantisation 1 apache-2.0158222 / 2440 / 26492026-08-13
apple/OpenELM-1_1B-Instruct
apple/OpenELM-1_1B-Instruct · Hugging Face models
model 2 apple-amlr12047782024-04-12
bartowski/orcarouter_Qwen3.8-27B-Uncensored-GGUF
orcarouter/Qwen3.8-27B-Uncensored · GGUF quantisations
quantisation 1 apache-2.01495352026-08-27
mradermacher/Qwen3.8-Flash-Next-Uncensored-GGUF
orcarouter/Qwen3.8-Flash-Next-Uncensored · GGUF quantisations
quantisation 5 apache-2.01301992026-08-28
amazon/chronos-t5-small
amazon/chronos-t5-small · Hugging Face models
model 2 apache-2.010642532024-02-21
dots-studio/dots.ocr
dots-studio/dots.ocr · Hugging Face models
model 2 mit10137422025-07-30
ggml-org/Qwen3.8-27B-GGUF
ggml-org/Qwen3.8-27B-GGUF · Hugging Face models
model 1 apache-2.010754272026-08-14
bartowski/MiMo-V2.6-Distill-Qwen-9B-GGUF
XiaomiMiMo/MiMo-V2.6-Distill-Qwen-9B · GGUF quantisations
quantisation 1 —1243442026-09-21
FastVideo/FastVideo-FastH3-4-step-Preview-v1-VSA-DataFree
FastVideo/FastVideo-FastH3-4-step-Preview-v1-VSA-DataFree · Hugging Face models
model 2 other10740062026-08-27
nerkyor/Qwen3.8-27B-EfficientThink-Uncensored-K3-Opus5-Grok4.6-GPT5.6Sol-SFT-SimPO-DFlash2-GGUF
· GGUF quantisations
quantisation 1 apache-2.01026862026-09-03
audreyt/DeepSeek-V4.1-Flash-Abliterated-GGUF
s-zaizen/DeepSeek-V4.1-Flash-Abliterated · GGUF quantisations
quantisation 1 mit1019452026-09-12

Facets

Kind 11119 of 11119 claims

model1654

Source 11119 of 11119 claims

Licence 8607 of 11119 claims

mit936
other1105

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