data_51_2022.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"73,007,250",31.887999999999998,14527,5025.62,text
distilbert,"20,440,466",8.927999999999999,4614,4430.1,text
roberta,"20,070,363",8.766,5671,3539.12,text
xlm-roberta,"18,405,769",8.039,1999,9207.49,text
gpt2,"14,447,298",6.3100000000000005,8164,1769.63,text
t5,"14,291,319",6.242,4089,3495.06,text
clip,"12,204,720",5.331,69,176880.0,vision
bart,"11,977,439",5.231,1904,6290.67,text
camembert,"6,294,167",2.749,438,14370.24,text
vit,"3,973,209",1.735,612,6492.17,vision
albert,"3,709,052",1.6199999999999999,695,5336.77,text
wav2vec2,"3,055,206",1.3339999999999999,4393,695.47,audio
beit,"2,412,859",1.054,49,49242.02,vision
marian,"2,373,329",1.0370000000000001,1917,1238.04,text
electra,"1,816,003",0.7929999999999999,940,1931.92,text
vision-encoder-decoder,"1,749,311",0.764,283,6181.31,vision
longt5,"1,656,107",0.7230000000000001,59,28069.61,text
mpnet,"1,536,820",0.6709999999999999,328,4685.43,text
gpt_neo,"1,332,321",0.582,324,4112.1,text
mt5,"1,158,182",0.506,941,1230.8,text
layoutlmv2,"1,072,801",0.469,101,10621.79,text
gptj,"1,038,965",0.45399999999999996,144,7215.03,text
deberta,"960,375",0.41900000000000004,239,4018.31,text
deberta-v2,"881,711",0.385,424,2079.51,text
mbart,"777,763",0.33999999999999997,382,2036.03,text
layoutlmv3,"744,068",0.325,90,8267.42,text
hubert,"652,954",0.28500000000000003,138,4731.55,audio
m2m_100,"629,531",0.27499999999999997,248,2538.43,text
layoutlm,"572,722",0.25,68,8422.38,text
pegasus,"546,871",0.23900000000000002,386,1416.76,text
opt,"395,790",0.173,193,2050.73,text
segformer,"394,173",0.172,181,2177.75,vision
longformer,"393,176",0.172,178,2208.85,text
detr,"324,076",0.14200000000000002,40,8101.9,text
dpr,"251,019",0.11,82,3061.21,text
xlnet,"243,409",0.106,181,1344.8,text
encoder-decoder,"228,264",0.1,268,851.73,text
convbert,"198,680",0.087,45,4415.11,text
bloom,"186,665",0.082,188,992.9,text
blenderbot,"182,360",0.08,29,6288.28,text
fnet,"165,475",0.07200000000000001,33,5014.39,text
convnext,"139,209",0.061,86,1618.71,vision
swin,"121,976",0.053,148,824.16,vision
whisper,"111,649",0.049,862,129.52,audio
resnet,"107,394",0.047,72,1491.58,vision
big_bird,"107,256",0.047,90,1191.73,text
esm,"87,878",0.038,59,1489.46,text
led,"73,981",0.032,84,880.73,text
fsmt,"65,964",0.029,25,2638.56,text
funnel,"59,227",0.026,39,1518.64,text
bigbird_pegasus,"53,854",0.024,19,2834.42,text
table-transformer,"51,183",0.022000000000000002,6,8530.5,text
mobilebert,"51,145",0.022000000000000002,52,983.56,text
gpt_neox,"50,952",0.022000000000000002,38,1340.84,text
vilt,"47,316",0.021,18,2628.67,text
openai-gpt,"48,286",0.021,9,5365.11,text
flaubert,"44,886",0.02,43,1043.86,text
codegen,"45,588",0.02,46,991.04,text
tapas,"42,823",0.019,61,702.02,text
maskformer,"42,420",0.019,32,1325.62,vision
yolos,"36,464",0.016,17,2144.94,text
regnet,"33,262",0.015,36,923.94,vision
blenderbot-small,"33,738",0.015,11,3067.09,text
vit_mae,"33,107",0.013999999999999999,7,4729.57,text
ernie,"32,133",0.013999999999999999,22,1460.59,text
xlm,"28,250",0.012,27,1046.3,text
wavlm,"28,296",0.012,80,353.7,audio
trocr,"26,564",0.012,15,1770.93,text
xglm,"25,746",0.011000000000000001,27,953.56,text
squeezebert,"25,045",0.011000000000000001,20,1252.25,text
deit,"25,856",0.011000000000000001,14,1846.86,vision
xclip,"22,497",0.01,19,1184.05,text
videomae,"19,681",0.009000000000000001,24,820.04,text
speech_to_text,"19,975",0.009000000000000001,29,688.79,audio
rag,"20,310",0.009000000000000001,16,1269.38,text
owlvit,"21,458",0.009000000000000001,7,3065.43,text
canine,"20,108",0.009000000000000001,34,591.41,text
plbart,"19,060",0.008,62,307.42,text
ctrl,"18,519",0.008,27,685.89,text
transfo-xl,"15,818",0.006999999999999999,15,1054.53,text
megatron-bert,"17,002",0.006999999999999999,31,548.45,text
luke,"16,020",0.006999999999999999,42,381.43,text
data2vec-text,"15,371",0.006999999999999999,22,698.68,text
lxmert,"14,618",0.006,13,1124.46,text
ibert,"13,816",0.006,13,1062.77,text
glpn,"13,612",0.006,23,591.83,text
unispeech-sat,"11,029",0.005,75,147.05,audio
swinv2,"10,978",0.005,20,548.9,vision
reformer,"11,433",0.005,16,714.56,text
perceiver,"10,752",0.005,30,358.4,vision
cvt,"10,962",0.005,12,913.5,vision
visual_bert,"10,256",0.004,15,683.73,text
speech-encoder-decoder,"8,783",0.004,178,49.34,audio
rembert,"8,153",0.004,19,429.11,text
mobilevit,"10,034",0.004,16,627.12,vision
splinter,"6,209",0.003,33,188.15,text
roformer,"6,230",0.003,27,230.74,text
retribert,"7,571",0.003,2,3785.5,text
prophetnet,"6,995",0.003,18,388.61,text
mvp,"7,572",0.003,21,360.57,text
mobilenet_v2,"6,660",0.003,14,475.71,vision
markuplm,"7,158",0.003,10,715.8,text
levit,"5,855",0.003,11,532.27,vision
groupvit,"6,736",0.003,5,1347.2,text
flava,"7,818",0.003,4,1954.5,text
data2vec-vision,"5,786",0.003,9,642.89,vision
data2vec-audio,"6,528",0.003,24,272.0,audio
wav2vec2-conformer,"4,899",0.002,25,195.96,audio
vit_msn,"4,718",0.002,7,674.0,vision
unispeech,"3,763",0.002,120,31.36,audio
pegasus_x,"4,249",0.002,9,472.11,text
mobilenet_v1,"4,264",0.002,4,1066.0,vision
lilt,"4,350",0.002,26,167.31,text
gpt_neox_japanese,"3,894",0.002,3,1298.0,text
dpt,"5,346",0.002,8,668.25,vision
clipseg,"5,106",0.002,3,1702.0,text
chinese_clip,"3,793",0.002,4,948.25,text
bert-generation,"5,021",0.002,2,2510.5,text
xlm-roberta-xl,"2,024",0.001,16,126.5,text
switch_transformers,"2,289",0.001,15,152.6,text
realm,"1,554",0.001,10,155.4,text
nezha,"2,397",0.001,12,199.75,text
imagegpt,"2,954",0.001,8,369.25,vision
deformable_detr,"2,983",0.001,7,426.14,text
audio-spectrogram-transformer,"2,849",0.001,13,219.15,audio
yoso,713,0.0,13,54.85,text
xlm-prophetnet,418,0.0,9,46.44,text
vision-text-dual-encoder,239,0.0,16,14.94,text
van,429,0.0,8,53.62,vision
trajectory_transformer,146,0.0,16,9.12,text
time_series_transformer,764,0.0,3,254.67,text
speech_to_text_2,0,0.0,0,0.0,text
sew-d,528,0.0,22,24.0,audio
sew,530,0.0,15,35.33,audio
roc_bert,742,0.0,13,57.08,text
qdqbert,0,0.0,0,0.0,text
poolformer,453,0.0,7,64.71,vision
nystromformer,781,0.0,18,43.39,text
nat,169,0.0,4,42.25,vision
mctct,457,0.0,8,57.12,audio
maskformer-swin,0,0.0,0,0.0,text
jukebox,524,0.0,6,87.33,text
donut-swin,117,0.0,2,58.5,text
dinat,201,0.0,7,28.71,vision
decision_transformer,399,0.0,23,17.35,text
conditional_detr,900,0.0,3,300.0,text