model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"71,039,864",36.452,14080,5045.44,text
roberta,"20,830,253",10.688,5352,3892.05,text
distilbert,"18,624,417",9.557,4424,4209.86,text
gpt2,"13,457,738",6.905,7993,1683.69,text
clip,"11,039,750",5.665,67,164772.39,vision
t5,"9,329,008",4.787,3959,2356.41,text
xlm-roberta,"7,206,594",3.698,1882,3829.22,text
camembert,"6,503,450",3.3369999999999997,418,15558.49,text
bart,"5,811,156",2.9819999999999998,1777,3270.21,text
vit,"4,545,266",2.332,569,7988.17,vision
albert,"3,098,268",1.59,677,4576.47,text
wav2vec2,"2,508,794",1.287,4194,598.19,audio
marian,"2,336,091",1.199,1905,1226.29,text
electra,"1,612,381",0.827,912,1767.96,text
mpnet,"1,476,675",0.758,293,5039.85,text
mt5,"1,107,283",0.5680000000000001,875,1265.47,text
led,"1,055,129",0.541,85,12413.28,text
gpt_neo,"1,022,986",0.525,321,3186.87,text
deberta,"1,016,193",0.521,237,4287.73,text
gptj,"948,649",0.48700000000000004,142,6680.63,text
deberta-v2,"945,225",0.485,393,2405.15,text
pegasus,"718,592",0.369,374,1921.37,text
layoutlmv2,"716,539",0.368,100,7165.39,text
m2m_100,"711,612",0.365,243,2928.44,text
layoutlm,"649,163",0.333,65,9987.12,text
vision-encoder-decoder,"577,784",0.296,265,2180.32,vision
layoutlmv3,"519,414",0.267,86,6039.7,text
mbart,"517,490",0.266,362,1429.53,text
longt5,"498,751",0.256,56,8906.27,text
longformer,"386,321",0.198,171,2259.19,text
opt,"370,240",0.19,188,1969.36,text
dpr,"275,147",0.14100000000000001,82,3355.45,text
encoder-decoder,"260,193",0.134,265,981.86,text
xlnet,"259,533",0.133,167,1554.09,text
fsmt,"257,171",0.132,25,10286.84,text
bloom,"257,065",0.132,203,1266.33,text
hubert,"191,832",0.098,139,1380.09,audio
convbert,"142,571",0.073,45,3168.24,text
detr,"131,226",0.067,38,3453.32,text
segformer,"126,402",0.065,176,718.19,vision
fnet,"108,710",0.055999999999999994,33,3294.24,text
big_bird,"96,930",0.05,88,1101.48,text
blenderbot,"95,814",0.049,28,3421.93,text
beit,"87,878",0.045,45,1952.84,vision
esm,"83,555",0.043,48,1740.73,text
resnet,"71,452",0.037,70,1020.74,vision
convnext,"66,762",0.034,74,902.19,vision
gpt_neox,"57,466",0.029,38,1512.26,text
swin,"51,238",0.026,136,376.75,vision
whisper,"48,389",0.025,242,199.95,audio
table-transformer,"48,768",0.025,6,8128.0,text
openai-gpt,"45,270",0.023,9,5030.0,text
mobilebert,"45,726",0.023,52,879.35,text
codegen,"41,441",0.021,42,986.69,text
bigbird_pegasus,"40,342",0.021,18,2241.22,text
tapas,"39,002",0.02,61,639.38,text
flaubert,"37,595",0.019,42,895.12,text
yolos,"34,091",0.017,17,2005.35,text
xclip,"33,929",0.017,19,1785.74,text
ernie,"33,124",0.017,20,1656.2,text
xglm,"29,577",0.015,27,1095.44,text
trocr,"29,939",0.015,16,1871.19,text
owlvit,"29,014",0.015,7,4144.86,text
speech_to_text,"26,923",0.013999999999999999,29,928.38,audio
deit,"25,528",0.013,14,1823.43,vision
blenderbot-small,"25,846",0.013,11,2349.64,text
wavlm,"22,396",0.011000000000000001,80,279.95,audio
vilt,"21,836",0.011000000000000001,17,1284.47,text
squeezebert,"20,885",0.011000000000000001,20,1044.25,text
megatron-bert,"22,190",0.011000000000000001,30,739.67,text
funnel,"21,831",0.011000000000000001,34,642.09,text
luke,"19,863",0.01,42,472.93,text
rag,"17,342",0.009000000000000001,16,1083.88,text
xlm,"16,447",0.008,27,609.15,text
vit_mae,"15,973",0.008,7,2281.86,text
plbart,"15,890",0.008,62,256.29,text
ctrl,"16,125",0.008,27,597.22,text
canine,"15,620",0.008,33,473.33,text
transfo-xl,"13,052",0.006999999999999999,15,870.13,text
roformer,"11,273",0.006,27,417.52,text
lxmert,"11,974",0.006,13,921.08,text
visual_bert,"10,666",0.005,15,711.07,text
unispeech-sat,"8,964",0.005,75,119.52,audio
reformer,"8,776",0.005,16,548.5,text
perceiver,"9,360",0.005,28,334.29,vision
mvp,"10,097",0.005,21,480.81,text
ibert,"9,213",0.005,13,708.69,text
flava,"8,806",0.005,3,2935.33,text
data2vec-text,"10,391",0.005,22,472.32,text
cvt,"9,390",0.005,12,782.5,vision
prophetnet,"7,327",0.004,18,407.06,text
mobilevit,"6,890",0.004,16,430.62,vision
swinv2,"4,911",0.003,18,272.83,vision
speech-encoder-decoder,"6,331",0.003,177,35.77,audio
pegasus_x,"5,501",0.003,9,611.22,text
markuplm,"5,262",0.003,10,526.2,text
dpt,"5,935",0.003,7,847.86,vision
data2vec-audio,"5,409",0.003,24,225.38,audio
vit_msn,"3,114",0.002,7,444.86,vision
videomae,"3,632",0.002,20,181.6,text
splinter,"4,690",0.002,33,142.12,text
retribert,"3,350",0.002,2,1675.0,text
rembert,"4,403",0.002,19,231.74,text
realm,"3,428",0.002,9,380.89,text
maskformer,"3,940",0.002,24,164.17,vision
levit,"3,638",0.002,11,330.73,vision
groupvit,"4,857",0.002,5,971.4,text
gpt_neox_japanese,"2,959",0.002,3,986.33,text
glpn,"3,240",0.002,16,202.5,text
deformable_detr,"2,945",0.002,7,420.71,text
data2vec-vision,"3,838",0.002,9,426.44,vision
bert-generation,"3,501",0.002,2,1750.5,text
xlm-roberta-xl,"1,044",0.001,16,65.25,text
wav2vec2-conformer,"2,786",0.001,25,111.44,audio
unispeech,"2,633",0.001,120,21.94,audio
regnet,"1,338",0.001,36,37.17,vision
nezha,"2,026",0.001,12,168.83,text
lilt,"2,485",0.001,19,130.79,text
imagegpt,"2,322",0.001,8,290.25,vision
conditional_detr,"1,197",0.001,3,399.0,text
yoso,665,0.0,13,51.15,text
xlm-prophetnet,419,0.0,9,46.56,text
vision-text-dual-encoder,170,0.0,13,13.08,text
van,633,0.0,8,79.12,vision
trajectory_transformer,141,0.0,16,8.81,text
time_series_transformer,692,0.0,3,230.67,text
speech_to_text_2,0,0.0,0,0.0,text
sew-d,542,0.0,22,24.64,audio
sew,575,0.0,15,38.33,audio
qdqbert,0,0.0,0,0.0,text
poolformer,509,0.0,7,72.71,vision
nystromformer,724,0.0,17,42.59,text
mctct,640,0.0,8,80.0,audio
donut-swin,159,0.0,1,159.0,text
decision_transformer,348,0.0,21,16.57,text