model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"76,616,983",32.981,13477,5685.02,text
gpt2,"31,385,294",13.51,7641,4107.49,text
roberta,"25,120,303",10.813,4827,5204.12,text
xlm-roberta,"18,208,068",7.838000000000001,1734,10500.62,text
distilbert,"14,828,259",6.383,4101,3615.77,text
clip,"11,779,532",5.071,62,189992.45,vision
bart,"8,123,893",3.497,1649,4926.56,text
camembert,"7,939,065",3.417,389,20408.91,text
t5,"7,231,946",3.113,3694,1957.75,text
marian,"2,863,505",1.233,1880,1523.14,text
albert,"2,763,602",1.1900000000000002,661,4180.94,text
led,"2,689,296",1.158,80,33616.2,text
wav2vec2,"2,056,603",0.885,4013,512.49,audio
vit,"1,899,173",0.818,522,3638.26,vision
mpnet,"1,579,950",0.6799999999999999,205,7707.07,text
electra,"1,438,526",0.619,880,1634.69,text
gpt_neo,"1,332,286",0.5740000000000001,289,4609.99,text
layoutlmv2,"1,275,927",0.549,92,13868.77,text
mbart,"1,197,558",0.516,345,3471.18,text
gptj,"1,037,885",0.447,127,8172.32,text
blenderbot,"986,787",0.42500000000000004,28,35242.39,text
mt5,"979,646",0.422,790,1240.06,text
deberta,"965,832",0.416,231,4181.09,text
deberta-v2,"856,153",0.369,350,2446.15,text
beit,"677,804",0.292,41,16531.8,vision
pegasus,"622,139",0.268,357,1742.69,text
longformer,"552,377",0.23800000000000002,133,4153.21,text
opt,"521,647",0.22499999999999998,106,4921.2,text
layoutlm,"492,214",0.212,55,8949.35,text
m2m_100,"459,916",0.198,241,1908.37,text
dpr,"425,943",0.183,82,5194.43,text
fsmt,"347,117",0.149,24,14463.21,text
bloom,"286,885",0.123,155,1850.87,text
layoutlmv3,"276,641",0.11900000000000001,76,3640.01,text
encoder-decoder,"242,658",0.104,236,1028.21,text
vision-encoder-decoder,"204,690",0.08800000000000001,207,988.84,vision
xlnet,"175,698",0.076,168,1045.82,text
convbert,"147,559",0.064,45,3279.09,text
longt5,"116,878",0.05,48,2434.96,text
hubert,"100,053",0.043,135,741.13,audio
fnet,"100,412",0.043,33,3042.79,text
detr,"99,156",0.043,37,2679.89,text
gpt_neox,"85,561",0.037,32,2673.78,text
segformer,"74,165",0.032,157,472.39,vision
big_bird,"69,045",0.03,84,821.96,text
xglm,"63,938",0.027999999999999997,27,2368.07,text
owlvit,"55,464",0.024,7,7923.43,text
codegen,"51,555",0.022000000000000002,35,1473.0,text
swin,"44,608",0.019,123,362.67,vision
resnet,"44,135",0.019,70,630.5,vision
trocr,"39,455",0.017,15,2630.33,text
tapas,"40,324",0.017,61,661.05,text
mobilebert,"36,508",0.016,51,715.84,text
openai-gpt,"35,130",0.015,9,3903.33,text
whisper,"32,967",0.013999999999999999,90,366.3,audio
speech_to_text,"33,642",0.013999999999999999,29,1160.07,audio
flaubert,"28,928",0.012,42,688.76,text
ernie,"27,356",0.012,20,1367.8,text
bigbird_pegasus,"26,989",0.012,18,1499.39,text
yolos,"24,939",0.011000000000000001,16,1558.69,text
xlm,"26,445",0.011000000000000001,27,979.44,text
canine,"26,044",0.011000000000000001,33,789.21,text
wavlm,"23,452",0.01,94,249.49,audio
rag,"23,169",0.01,16,1448.06,text
vit_mae,"20,000",0.009000000000000001,7,2857.14,text
luke,"19,797",0.009000000000000001,42,471.36,text
convnext,"20,009",0.009000000000000001,66,303.17,vision
vilt,"18,749",0.008,15,1249.93,text
blenderbot-small,"17,734",0.008,10,1773.4,text
table-transformer,"13,954",0.006,6,2325.67,text
squeezebert,"14,783",0.006,20,739.15,text
plbart,"13,127",0.006,62,211.73,text
funnel,"13,363",0.006,34,393.03,text
ctrl,"12,934",0.006,27,479.04,text
xclip,"10,437",0.004,19,549.32,text
visual_bert,"10,441",0.004,15,696.07,text
unispeech-sat,"8,795",0.004,75,117.27,audio
transfo-xl,"9,611",0.004,15,640.73,text
mvp,"9,419",0.004,21,448.52,text
lxmert,"8,843",0.004,13,680.23,text
flava,"9,638",0.004,3,3212.67,text
esm,"9,175",0.004,40,229.38,text
cvt,"8,561",0.004,15,570.73,vision
speech-encoder-decoder,"6,353",0.003,171,37.15,audio
roformer,"7,380",0.003,27,273.33,text
reformer,"7,743",0.003,16,483.94,text
prophetnet,"6,240",0.003,13,480.0,text
perceiver,"7,499",0.003,28,267.82,vision
megatron-bert,"6,427",0.003,30,214.23,text
maskformer,"7,011",0.003,21,333.86,vision
dpt,"6,632",0.003,7,947.43,vision
videomae,"5,486",0.002,16,342.88,text
mobilevit,"4,380",0.002,16,273.75,vision
ibert,"5,314",0.002,13,408.77,text
deit,"5,025",0.002,14,358.93,vision
data2vec-text,"4,699",0.002,21,223.76,text
data2vec-audio,"4,671",0.002,23,203.09,audio
wav2vec2-conformer,"2,735",0.001,25,109.4,audio
unispeech,"2,156",0.001,120,17.97,audio
swinv2,"2,465",0.001,18,136.94,vision
splinter,"1,485",0.001,33,45.0,text
retribert,"2,981",0.001,2,1490.5,text
rembert,"2,255",0.001,19,118.68,text
realm,"2,975",0.001,9,330.56,text
pegasus_x,"2,000",0.001,9,222.22,text
nezha,"1,173",0.001,12,97.75,text
markuplm,"2,442",0.001,10,244.2,text
lilt,"2,132",0.001,14,152.29,text
levit,"1,661",0.001,11,151.0,vision
imagegpt,"1,451",0.001,8,181.38,vision
groupvit,"3,226",0.001,5,645.2,text
gpt_neox_japanese,"3,322",0.001,3,1107.33,text
glpn,"2,653",0.001,6,442.17,text
deformable_detr,"2,472",0.001,7,353.14,text
data2vec-vision,"2,307",0.001,9,256.33,vision
bert-generation,"1,547",0.001,2,773.5,text
yoso,316,0.0,13,24.31,text
xlm-roberta-xl,380,0.0,16,23.75,text
xlm-prophetnet,619,0.0,9,68.78,text
vit_msn,759,0.0,7,108.43,vision
vision-text-dual-encoder,317,0.0,12,26.42,text
van,661,0.0,8,82.62,vision
trajectory_transformer,242,0.0,16,15.12,text
time_series_transformer,427,0.0,1,427.0,text
speech_to_text_2,0,0.0,0,0.0,text
sew-d,812,0.0,22,36.91,audio
sew,663,0.0,15,44.2,audio
regnet,"1,046",0.0,36,29.06,vision
qdqbert,0,0.0,0,0.0,text
poolformer,481,0.0,7,68.71,vision
nystromformer,712,0.0,17,41.88,text
mctct,421,0.0,8,52.62,audio
donut-swin,1,0.0,1,1.0,text
decision_transformer,485,0.0,21,23.1,text
conditional_detr,586,0.0,3,195.33,text