model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"129,317,528",25.218,25881,4996,text
wav2vec2,"68,462,295",13.350999999999999,6061,11295,audio
roberta,"45,914,984",8.953999999999999,9752,4708,text
clip,"30,264,688",5.902,181,167208,vision
distilbert,"26,540,125",5.176,10551,2515,text
t5,"21,823,206",4.256,9477,2302,text
gpt2,"21,632,792",4.218999999999999,13229,1635,text
xlm-roberta,"21,610,180",4.2139999999999995,4556,4743,text
deberta-v2,"14,001,237",2.73,964,14524,text
mpnet,"12,554,192",2.448,1085,11570,text
bart,"10,288,871",2.0060000000000002,3373,3050,text
albert,"9,285,823",1.8110000000000002,1108,8380,text
llama,"9,091,400",1.773,3918,2320,text
deberta,"7,996,362",1.559,447,17888,text
vit,"7,519,319",1.466,2121,3545,vision
layoutlmv3,"6,604,260",1.288,430,15358,vision
marian,"5,257,022",1.0250000000000001,2683,1959,text
electra,"5,093,529",0.993,1399,3640,text
camembert,"4,305,004",0.84,815,5282,text
bloom,"3,475,587",0.6779999999999999,560,6206,text
layoutlm,"3,463,941",0.675,171,20256,vision
resnet,"3,445,844",0.672,236,14601,vision
longformer,"2,706,503",0.528,318,8511,text
opt,"2,690,424",0.525,549,4900,text
vision-encoder-decoder,"2,589,282",0.505,956,2708,vision
hubert,"1,848,138",0.36,396,4667,audio
gpt_neo,"1,838,876",0.359,898,2047,text
detr,"1,712,902",0.334,334,5128,text
convbert,"1,626,649",0.317,63,25819,text
esm,"1,526,403",0.298,257,5939,text
gpt_neox,"1,473,588",0.28700000000000003,1121,1314,text
gptj,"1,440,969",0.281,505,2853,text
blip,"1,396,363",0.272,76,18373,vision
mbart,"1,284,355",0.25,1409,911,text
fnet,"1,231,027",0.24,45,27356,text
whisper,"1,027,727",0.2,3449,297,audio
m2m_100,"979,123",0.191,388,2523,text
yolos,"945,160",0.184,58,16295,text
blenderbot,"939,478",0.183,48,19572,text
beit,"925,201",0.18,199,4649,vision
pegasus,"793,183",0.155,638,1243,text
mt5,"678,505",0.132,2214,306,text
codegen,"639,252",0.125,138,4632,text
clipseg,"609,440",0.11900000000000001,5,121888,vision
trocr,"576,061",0.11199999999999999,22,26184,text
segformer,"567,718",0.11100000000000002,448,1267,vision
vilt,"547,757",0.107,32,17117,vision
flaubert,"546,899",0.107,77,7102,text
mobilebert,"522,149",0.10200000000000001,261,2000,text
convnextv2,"432,426",0.084,43,10056,vision
blip-2,"431,426",0.084,46,9378,vision
table-transformer,"422,231",0.082,24,17592,text
longt5,"410,582",0.08,187,2195,text
roformer,"404,429",0.079,40,10110,text
layoutlmv2,"404,276",0.079,163,2480,vision
xlm,"394,742",0.077,34,11610,text
wavlm,"385,557",0.075,119,3239,audio
encoder-decoder,"353,532",0.06899999999999999,395,895,text
dpr,"349,841",0.068,109,3209,text
xlnet,"328,886",0.064,263,1250,text
swin,"305,338",0.06,489,624,vision
openai-gpt,"267,951",0.052,17,15761,text
squeezebert,"254,486",0.05,32,7952,text
owlvit,"258,864",0.05,10,25886,text
data2vec-text,"245,724",0.048,29,8473,text
speech_to_text,"242,827",0.047,33,7358,audio
ibert,"231,830",0.045,25,9273,text
git,"227,535",0.044000000000000004,103,2209,text
dpt,"220,653",0.043,11,20059,vision
fsmt,"204,040",0.04,36,5667,text
nystromformer,"187,681",0.037,26,7218,text
deit,"183,250",0.036000000000000004,25,7330,vision
data2vec-audio,"173,951",0.034,36,4831,audio
audio-spectrogram-transformer,"174,727",0.034,140,1248,audio
mobilenet_v2,"164,666",0.032,31,5311,vision
convnext,"155,076",0.03,157,987,vision
mobilenet_v1,"150,318",0.029,10,15031,vision
unispeech-sat,"139,312",0.027,85,1638,audio
poolformer,"137,702",0.027,9,15300,vision
mobilevit,"134,207",0.026,45,2982,vision
data2vec-vision,"133,758",0.026,12,11146,vision
levit,"129,398",0.025,15,8626,vision
wav2vec2-conformer,"117,715",0.023,35,3363,audio
markuplm,"103,049",0.02,22,4684,text
unispeech,"95,814",0.019,124,772,audio
sew-d,"93,128",0.018000000000000002,25,3725,audio
sew,"93,056",0.018000000000000002,18,5169,audio
luke,"92,328",0.018000000000000002,56,1648,text
tapas,"88,661",0.017,82,1081,vision
pix2struct,"80,415",0.016,48,1675,text
led,"82,907",0.016,245,338,text
mask2former,"77,513",0.015,63,1230,text
ernie,"72,847",0.013999999999999999,69,1055,text
big_bird,"69,975",0.013999999999999999,257,272,text
xglm,"65,784",0.013,129,509,text
vit_mae,"62,603",0.012,21,2981,text
mgp-str,"62,999",0.012,4,15749,text
bigbird_pegasus,"60,418",0.012,44,1373,text
prophetnet,"57,334",0.011000000000000001,28,2047,text
imagegpt,"50,741",0.01,11,4612,vision
perceiver,"44,045",0.009000000000000001,38,1159,vision
xclip,"41,525",0.008,20,2076,text
switch_transformers,"41,459",0.008,28,1480,text
splinter,"38,568",0.008,34,1134,text
rag,"39,789",0.008,16,2486,text
lilt,"39,265",0.008,97,404,text
blenderbot-small,"42,598",0.008,19,2242,text
biogpt,"40,646",0.008,50,812,text
vit_msn,"37,823",0.006999999999999999,10,3782,vision
videomae,"36,592",0.006999999999999999,210,174,text
upernet,"34,930",0.006999999999999999,13,2686,vision
speecht5,"33,880",0.006999999999999999,327,103,audio
plbart,"36,195",0.006999999999999999,87,416,text
mvp,"34,555",0.006999999999999999,28,1234,text
glpn,"33,846",0.006999999999999999,58,583,text
cvt,"36,016",0.006999999999999999,18,2000,vision
regnet,"31,049",0.006,40,776,vision
pegasus_x,"30,280",0.006,48,630,text
rembert,"25,182",0.005,28,899,text
timesformer,"20,677",0.004,24,861,text
oneformer,"22,596",0.004,11,2054,text
donut-swin,"20,424",0.004,3,6808,text
clap,"21,018",0.004,9,2335,text
chinese_clip,"19,434",0.004,8,2429,vision
xmod,"13,703",0.003,26,527,text
visual_bert,"17,848",0.003,18,991,text
transfo-xl,"13,057",0.003,19,687,text
swinv2,"15,814",0.003,68,232,vision
roc_bert,"16,066",0.003,21,765,text
maskformer,"17,417",0.003,62,280,vision
groupvit,"15,132",0.003,6,2522,text
funnel,"14,816",0.003,49,302,text
decision_transformer,"16,925",0.003,623,27,text
ctrl,"15,301",0.003,32,478,text
bert-generation,"16,406",0.003,2,8203,text
xlm-prophetnet,"7,914",0.002,11,719,text
reformer,"8,300",0.002,20,415,text
megatron-bert,"11,475",0.002,56,204,text
lxmert,"9,060",0.002,16,566,text
deformable_detr,"7,955",0.002,12,662,text
canine,"10,160",0.002,135,75,text
align,"10,321",0.002,4,2580,vision
yoso,"5,748",0.001,20,287,text
xlm-roberta-xl,"4,996",0.001,25,199,text
swin2sr,"3,190",0.001,9,354,text
speech-encoder-decoder,"7,504",0.001,188,39,audio
roberta-prelayernorm,"4,007",0.001,26,154,text
nezha,"2,893",0.001,20,144,text
gpt_neox_japanese,"5,748",0.001,6,958,text
flava,"6,765",0.001,10,676,text
efficientnet,"3,284",0.001,20,164,vision
conditional_detr,"4,783",0.001,13,367,text
bridgetower,"7,532",0.001,7,1076,text
altclip,"7,353",0.001,5,1470,vision
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,693,0.0,42,16,text
van,538,0.0,11,48,vision
tvlt,839,0.0,6,139,text
trajectory_transformer,63,0.0,16,3,text
time_series_transformer,"2,047",0.0,14,146,text
speech_to_text_2,0,0.0,0,0,text
retribert,315,0.0,2,157,text
realm,"2,017",0.0,10,201,text
qdqbert,0,0.0,0,0,text
nat,344,0.0,10,34,vision
mctct,482,0.0,10,48,audio
maskformer-swin,0,0.0,0,0,vision
jukebox,815,0.0,6,135,text
informer,563,0.0,3,187,text
graphormer,"2,191",0.0,7,313,text
gptsan-japanese,921,0.0,3,307,text
gpt-sw3,0,0.0,0,0,text
ernie_m,"1,441",0.0,22,65,text
efficientformer,"1,338",0.0,14,95,vision
dinat,355,0.0,13,27,vision
deta,"2,086",0.0,13,160,text
bit,"1,671",0.0,7,238,vision