model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"128,515,363",20.131,22667,5669,text
vit,"122,351,360",19.165,1348,90765,vision
wav2vec2,"65,023,503",10.184999999999999,5548,11720,audio
xlm-roberta,"41,838,093",6.554,3924,10662,text
roberta,"33,549,842",5.255,8391,3998,text
distilbert,"32,322,575",5.063,8621,3749,text
resnet,"31,353,512",4.9110000000000005,179,175159,vision
gpt2,"28,649,357",4.488,11500,2491,text
clip,"21,585,955",3.381,150,143906,vision
convnext,"12,415,016",1.9449999999999998,143,86818,vision
t5,"12,232,303",1.916,7774,1573,text
bart,"11,638,396",1.823,3025,3847,text
layoutlmv3,"9,800,847",1.5350000000000001,294,33336,vision
deberta,"9,430,738",1.477,376,25081,text
albert,"6,002,988",0.9400000000000001,1032,5816,text
hubert,"5,925,579",0.928,170,34856,audio
electra,"4,989,127",0.781,1304,3826,text
bloom,"4,381,558",0.6859999999999999,411,10660,text
marian,"4,319,009",0.677,2431,1776,text
mpnet,"4,124,457",0.6459999999999999,809,5098,text
longformer,"3,611,801",0.5660000000000001,280,12899,text
camembert,"3,538,638",0.5539999999999999,700,5055,text
layoutlm,"3,393,890",0.532,137,24772,vision
clipseg,"2,317,998",0.363,5,463599,vision
yolos,"2,183,113",0.34199999999999997,33,66154,text
opt,"1,937,837",0.304,444,4364,text
vision-encoder-decoder,"1,748,255",0.27399999999999997,680,2570,vision
gpt_neox,"1,561,473",0.245,715,2183,text
deberta-v2,"1,504,683",0.23600000000000002,732,2055,text
llama,"1,357,783",0.213,1099,1235,text
convbert,"1,339,205",0.21,63,21257,text
mbart,"1,290,107",0.202,810,1592,text
whisper,"1,254,191",0.196,2582,485,audio
fnet,"1,127,696",0.17700000000000002,45,25059,text
beit,"1,115,436",0.17500000000000002,146,7639,vision
gptj,"1,036,287",0.16199999999999998,411,2521,text
pegasus,"998,834",0.156,578,1728,text
wavlm,"982,414",0.154,112,8771,audio
blip,"958,774",0.15,48,19974,vision
gpt_neo,"935,834",0.147,651,1437,text
m2m_100,"878,953",0.13799999999999998,359,2448,text
glpn,"612,012",0.096,56,10928,text
blenderbot,"592,026",0.093,44,13455,text
esm,"577,388",0.09,173,3337,text
mt5,"493,735",0.077,1999,246,text
dpr,"439,770",0.06899999999999999,103,4269,text
trocr,"406,681",0.064,22,18485,text
transfo-xl,"377,042",0.059000000000000004,19,19844,text
detr,"369,270",0.058,210,1758,text
layoutlmv2,"359,050",0.055999999999999994,156,2301,vision
vit_mae,"348,692",0.055,15,23246,text
codegen,"342,113",0.054,111,3082,text
mobilebert,"326,888",0.051000000000000004,253,1292,text
xlnet,"318,375",0.05,233,1366,text
swin,"313,442",0.049,395,793,vision
dpt,"279,796",0.044000000000000004,11,25436,vision
xlm,"261,979",0.041,34,7705,text
segformer,"257,093",0.04,361,712,vision
encoder-decoder,"252,635",0.04,373,677,text
longt5,"245,188",0.038,121,2026,text
flaubert,"238,097",0.037,66,3607,text
mobilevit,"225,070",0.034999999999999996,26,8656,vision
roformer,"210,990",0.033,35,6028,text
luke,"204,481",0.032,58,3525,text
speech_to_text,"170,271",0.027,33,5159,audio
blip-2,"169,218",0.027,24,7050,vision
squeezebert,"166,396",0.026,32,5199,text
tapas,"152,821",0.024,82,1863,vision
mask2former,"152,342",0.024,54,2821,text
fsmt,"154,620",0.024,36,4295,text
ibert,"143,947",0.023,23,6258,text
data2vec-text,"147,872",0.023,29,5099,text
data2vec-audio,"143,938",0.023,32,4498,audio
bigbird_pegasus,"137,596",0.022000000000000002,32,4299,text
vilt,"132,028",0.021,20,6601,vision
deit,"134,671",0.021,21,6412,vision
led,"115,265",0.018000000000000002,201,573,text
nystromformer,"109,439",0.017,27,4053,text
markuplm,"109,695",0.017,22,4986,text
audio-spectrogram-transformer,"106,325",0.017,89,1194,audio
owlvit,"104,587",0.016,9,11620,text
table-transformer,"93,336",0.015,22,4242,text
unispeech-sat,"86,222",0.013999999999999999,84,1026,audio
mobilenet_v2,"87,998",0.013999999999999999,20,4399,vision
upernet,"85,562",0.013,11,7778,vision
pix2struct,"83,647",0.013,33,2534,text
openai-gpt,"82,577",0.013,15,5505,text
big_bird,"82,189",0.013,193,425,text
mobilenet_v1,"75,137",0.012,10,7513,vision
levit,"75,310",0.012,14,5379,vision
data2vec-vision,"78,587",0.012,12,6548,vision
wav2vec2-conformer,"67,141",0.011000000000000001,33,2034,audio
poolformer,"72,902",0.011000000000000001,9,8100,vision
canine,"68,690",0.011000000000000001,139,494,text
unispeech,"63,004",0.01,124,508,audio
sew-d,"62,222",0.01,25,2488,audio
sew,"62,096",0.01,18,3449,audio
git,"64,496",0.01,79,816,text
clap,"54,759",0.009000000000000001,8,6844,text
ernie,"53,489",0.008,67,798,text
biogpt,"52,960",0.008,42,1260,text
xglm,"45,194",0.006999999999999999,122,370,text
speecht5,"42,552",0.006999999999999999,65,654,audio
prophetnet,"37,265",0.006,24,1552,text
plbart,"38,662",0.006,80,483,text
oneformer,"35,508",0.006,11,3228,text
xclip,"33,127",0.005,20,1656,text
videomae,"29,154",0.005,125,233,text
timesformer,"35,044",0.005,23,1523,text
perceiver,"30,434",0.005,36,845,vision
blenderbot-small,"32,788",0.005,19,1725,text
splinter,"28,699",0.004,34,844,text
rembert,"23,502",0.004,29,810,text
rag,"27,685",0.004,16,1730,text
mvp,"27,056",0.004,28,966,text
maskformer,"23,152",0.004,50,463,vision
imagegpt,"24,092",0.004,11,2190,vision
funnel,"26,043",0.004,47,554,text
ctrl,"28,255",0.004,31,911,text
xmod,"16,353",0.003,26,628,text
visual_bert,"19,474",0.003,17,1145,text
switch_transformers,"20,647",0.003,26,794,text
swinv2,"21,180",0.003,40,529,vision
regnet,"21,110",0.003,39,541,vision
pegasus_x,"18,901",0.003,26,726,text
lilt,"19,157",0.003,87,220,text
chinese_clip,"21,342",0.003,8,2667,vision
yoso,"14,009",0.002,20,700,text
xlm-roberta-xl,"14,139",0.002,24,589,text
vit_msn,"11,994",0.002,10,1199,vision
speech-encoder-decoder,"12,517",0.002,181,69,audio
roc_bert,"11,115",0.002,21,529,text
roberta-prelayernorm,"11,299",0.002,27,418,text
retribert,"15,576",0.002,2,7788,text
reformer,"15,220",0.002,20,761,text
megatron-bert,"13,356",0.002,53,252,text
lxmert,"15,287",0.002,16,955,text
groupvit,"13,945",0.002,6,2324,text
gpt_neox_japanese,"12,086",0.002,6,2014,text
donut-swin,"15,298",0.002,3,5099,text
deformable_detr,"11,029",0.002,11,1002,text
cvt,"12,521",0.002,18,695,vision
bridgetower,"12,748",0.002,8,1593,text
bert-generation,"9,765",0.002,2,4882,text
swin2sr,"4,725",0.001,9,525,text
realm,"4,002",0.001,10,400,text
nezha,"6,550",0.001,20,327,text
mgp-str,"6,867",0.001,3,2289,text
flava,"8,529",0.001,6,1421,text
efficientnet,"4,133",0.001,19,217,vision
convnextv2,"4,814",0.001,26,185,vision
conditional_detr,"3,725",0.001,12,310,text
align,"5,474",0.001,4,1368,vision
xlm-prophetnet,"1,580",0.0,10,158,text
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,"1,084",0.0,30,36,text
van,"2,352",0.0,10,235,vision
tvlt,"1,419",0.0,6,236,text
trajectory_transformer,349,0.0,16,21,text
time_series_transformer,"1,529",0.0,4,382,text
speech_to_text_2,0,0.0,0,0,text
qdqbert,0,0.0,0,0,text
nat,394,0.0,10,39,vision
mctct,"2,432",0.0,10,243,audio
maskformer-swin,0,0.0,0,0,vision
jukebox,"1,058",0.0,6,176,text
informer,623,0.0,1,623,text
graphormer,"1,098",0.0,3,366,text
gptsan-japanese,"1,889",0.0,3,629,text
gpt-sw3,0,0.0,0,0,text
ernie_m,"2,828",0.0,20,141,text
efficientformer,"2,879",0.0,13,221,vision
dinat,404,0.0,13,31,vision
deta,"2,481",0.0,11,225,text
decision_transformer,"1,247",0.0,52,23,text
bit,"2,365",0.0,7,337,vision
altclip,"1,912",0.0,5,382,vision