data_33_2022.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"97,798,434",33.866,11140,8779.03,text
deberta,"31,875,526",11.038,138,230982.07,text
roberta,"28,886,241",10.003,3423,8438.87,text
distilbert,"21,805,538",7.550999999999999,3099,7036.31,text
camembert,"18,621,848",6.4479999999999995,320,58193.28,text
gpt2,"18,428,839",6.382000000000001,6654,2769.59,text
xlm-roberta,"15,390,903",5.33,1353,11375.39,text
t5,"15,235,885",5.276,2930,5199.96,text
albert,"8,194,152",2.8369999999999997,394,20797.34,text
bart,"5,747,447",1.9900000000000002,1410,4076.2,text
marian,"2,876,539",0.996,1798,1599.85,text
mpnet,"2,527,388",0.8750000000000001,62,40764.32,text
electra,"2,349,838",0.814,754,3116.5,text
opt,"1,841,596",0.638,45,40924.36,text
wav2vec2,"1,783,800",0.618,3467,514.51,audio
clip,"1,590,715",0.551,37,42992.3,vision
deberta-v2,"1,551,430",0.5369999999999999,215,7215.95,text
layoutlmv2,"1,125,128",0.38999999999999996,57,19739.09,text
gptj,"992,245",0.344,100,9922.45,text
gpt_neo,"739,392",0.256,244,3030.3,text
xlnet,"719,071",0.249,121,5942.74,text
vit,"717,824",0.249,354,2027.75,vision
mbart,"702,182",0.243,274,2562.71,text
dpr,"694,134",0.24,77,9014.73,text
pegasus,"672,498",0.233,320,2101.56,text
m2m_100,"607,313",0.21,203,2991.69,text
detr,"534,162",0.185,21,25436.29,text
layoutlm,"463,870",0.161,26,17841.15,text
retribert,"440,950",0.153,2,220475.0,text
mt5,"428,713",0.148,645,664.67,text
big_bird,"244,945",0.08499999999999999,54,4536.02,text
longformer,"243,519",0.084,94,2590.63,text
funnel,"211,807",0.073,26,8146.42,text
mobilebert,"176,562",0.061,40,4414.05,text
bloom,"147,215",0.051000000000000004,62,2374.44,text
squeezebert,"143,008",0.05,14,10214.86,text
openai-gpt,"111,147",0.038,5,22229.4,text
vision-encoder-decoder,"103,686",0.036000000000000004,81,1280.07,vision
lxmert,"102,220",0.034999999999999996,10,10222.0,text
blenderbot,"99,061",0.034,23,4307.0,text
mvp,"91,782",0.032,16,5736.38,text
led,"91,373",0.032,54,1692.09,text
hubert,"93,042",0.032,126,738.43,audio
tapas,"90,310",0.031,57,1584.39,text
reformer,"85,715",0.03,12,7142.92,text
fsmt,"84,256",0.029,22,3829.82,text
xglm,"68,975",0.024,24,2873.96,text
layoutlmv3,"69,872",0.024,20,3493.6,text
flaubert,"54,549",0.019,36,1515.25,text
bigbird_pegasus,"55,451",0.019,10,5545.1,text
trocr,"51,167",0.018000000000000002,10,5116.7,text
resnet,"53,397",0.018000000000000002,50,1067.94,vision
rag,"51,112",0.018000000000000002,16,3194.5,text
convbert,"51,343",0.018000000000000002,39,1316.49,text
segformer,"49,756",0.017,72,691.06,vision
xlm,"46,824",0.016,21,2229.71,text
swin,"46,724",0.016,62,753.61,vision
speech_to_text,"42,932",0.015,27,1590.07,audio
blenderbot-small,"44,062",0.015,7,6294.57,text
luke,"40,054",0.013999999999999999,32,1251.69,text
deit,"39,696",0.013999999999999999,9,4410.67,vision
beit,"41,037",0.013999999999999999,28,1465.61,vision
yolos,"36,261",0.013,10,3626.1,text
longt5,"34,324",0.012,31,1107.23,text
codegen,"35,414",0.012,20,1770.7,text
plbart,"30,146",0.01,56,538.32,text
vilt,"26,115",0.009000000000000001,11,2374.09,text
gpt_neox,"25,180",0.009000000000000001,3,8393.33,text
encoder-decoder,"25,034",0.009000000000000001,183,136.8,text
ctrl,"24,043",0.008,24,1001.79,text
canine,"22,756",0.008,23,989.39,text
transfo-xl,"20,174",0.006999999999999999,11,1834.0,text
ibert,"19,573",0.006999999999999999,5,3914.6,text
wavlm,"17,562",0.006,76,231.08,audio
vit_mae,"15,915",0.006,5,3183.0,text
prophetnet,"18,107",0.006,10,1810.7,text
fnet,"17,844",0.006,25,713.76,text
unispeech-sat,"10,153",0.004,70,145.04,audio
speech-encoder-decoder,"11,306",0.004,115,98.31,audio
roformer,"12,072",0.004,20,603.6,text
convnext,"10,728",0.004,49,218.94,vision
visual_bert,"7,789",0.003,13,599.15,text
data2vec-audio,"8,380",0.003,22,380.91,audio
rembert,"4,397",0.002,10,439.7,text
regnet,"5,378",0.002,34,158.18,vision
perceiver,"5,123",0.002,20,256.15,vision
owlvit,"5,041",0.002,3,1680.33,text
megatron-bert,"4,550",0.002,18,252.78,text
data2vec-vision,"4,640",0.002,5,928.0,vision
data2vec-text,"6,976",0.002,10,697.6,text
cvt,"5,106",0.002,7,729.43,vision
xlm-roberta-xl,"2,088",0.001,6,348.0,text
wav2vec2-conformer,"4,325",0.001,14,308.93,audio
unispeech,"3,465",0.001,116,29.87,audio
splinter,"2,646",0.001,28,94.5,text
realm,"2,300",0.001,9,255.56,text
nezha,"1,640",0.001,4,410.0,text
mobilevit,"1,700",0.001,12,141.67,vision
levit,"2,628",0.001,6,438.0,vision
imagegpt,"2,832",0.001,5,566.4,vision
glpn,"1,551",0.001,2,775.5,text
flava,"3,888",0.001,1,3888.0,text
dpt,"2,246",0.001,3,748.67,vision
bert-generation,"2,062",0.001,1,2062.0,text
yoso,528,0.0,6,88.0,text
xlm-prophetnet,"1,343",0.0,9,149.22,text
vision-text-dual-encoder,595,0.0,7,85.0,text
van,510,0.0,5,102.0,vision
trajectory_transformer,283,0.0,16,17.69,text
speech_to_text_2,0,0.0,0,0.0,text
sew-d,570,0.0,19,30.0,audio
sew,640,0.0,12,53.33,audio
qdqbert,0,0.0,0,0.0,text
poolformer,458,0.0,5,91.6,vision
nystromformer,917,0.0,9,101.89,text
mctct,820,0.0,5,164.0,audio
maskformer,958,0.0,16,59.88,vision
groupvit,847,0.0,3,282.33,text
decision_transformer,676,0.0,11,61.45,text