data_5_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"73,165,845",28.325,16449,4448.04,text
t5,"24,902,854",9.641,4506,5526.6,text
xlm-roberta,"22,081,091",8.548,2294,9625.58,text
roberta,"22,032,870",8.53,6125,3597.2,text
distilbert,"21,326,505",8.256,5341,3992.98,text
gpt2,"18,410,328",7.127,8761,2101.4,text
clip,"15,338,698",5.938000000000001,76,201824.97,vision
bart,"10,117,470",3.9170000000000003,2196,4607.23,text
m2m_100,"4,540,594",1.7579999999999998,262,17330.51,text
albert,"4,184,907",1.6199999999999999,719,5820.45,text
layoutlmv3,"4,134,423",1.601,118,35037.48,text
marian,"3,806,136",1.473,1946,1955.88,text
wav2vec2,"3,537,277",1.369,4579,772.5,audio
mpnet,"3,093,118",1.197,400,7732.8,text
camembert,"2,235,709",0.8659999999999999,483,4628.8,text
electra,"2,162,919",0.8370000000000001,1069,2023.31,text
deberta-v2,"1,679,772",0.65,484,3470.6,text
vision-encoder-decoder,"1,532,750",0.5930000000000001,328,4673.02,vision
gptj,"1,404,149",0.544,171,8211.4,text
layoutlm,"1,396,453",0.541,87,16051.18,text
deberta,"1,395,546",0.54,266,5246.41,text
xlnet,"1,292,080",0.5,182,7099.34,text
gpt_neo,"1,266,705",0.49,374,3386.91,text
vit,"1,245,098",0.482,721,1726.9,vision
layoutlmv2,"1,014,269",0.393,114,8897.1,text
longformer,"928,711",0.36,194,4787.17,text
opt,"821,775",0.318,258,3185.17,text
beit,"788,815",0.305,84,9390.65,vision
hubert,"647,792",0.251,143,4530.01,audio
pegasus,"640,975",0.248,440,1456.76,text
mbart,"569,076",0.22,450,1264.61,text
mt5,"535,808",0.207,1084,494.29,text
detr,"435,741",0.169,44,9903.2,text
convbert,"329,133",0.127,45,7314.07,text
dpr,"315,395",0.122,88,3584.03,text
bloom,"289,386",0.11199999999999999,217,1333.58,text
encoder-decoder,"269,172",0.104,306,879.65,text
fnet,"262,701",0.10200000000000001,33,7960.64,text
gpt_neox,"227,039",0.08800000000000001,81,2802.95,text
wavlm,"219,469",0.08499999999999999,80,2743.36,audio
maskformer,"220,462",0.08499999999999999,31,7111.68,vision
clipseg,"166,021",0.064,3,55340.33,text
whisper,"163,698",0.063,1303,125.63,audio
segformer,"155,305",0.06,200,776.52,vision
codegen,"146,780",0.056999999999999995,67,2190.75,text
blenderbot,"131,062",0.051000000000000004,31,4227.81,text
big_bird,"124,252",0.048,167,744.02,text
table-transformer,"116,574",0.045,6,19429.0,text
longt5,"99,989",0.039,67,1492.37,text
fsmt,"99,725",0.039,26,3835.58,text
swin,"95,632",0.037,188,508.68,vision
bigbird_pegasus,"90,071",0.034999999999999996,21,4289.1,text
mobilebert,"87,551",0.034,153,572.23,text
led,"89,084",0.034,87,1023.95,text
resnet,"79,883",0.031,85,939.8,vision
owlvit,"70,887",0.027,7,10126.71,text
flaubert,"70,571",0.027,43,1641.19,text
yolos,"66,303",0.026,17,3900.18,text
xglm,"64,619",0.025,27,2393.3,text
trocr,"61,186",0.024,15,4079.07,text
mobilevit,"61,976",0.024,16,3873.5,vision
xlm,"60,607",0.023,27,2244.7,text
esm,"58,086",0.022000000000000002,68,854.21,text
squeezebert,"53,936",0.021,20,2696.8,text
transfo-xl,"52,107",0.02,15,3473.8,text
tapas,"51,374",0.02,64,802.72,text
openai-gpt,"50,391",0.02,9,5599.0,text
funnel,"52,253",0.02,39,1339.82,text
ernie,"51,940",0.02,46,1129.13,text
data2vec-text,"45,534",0.018000000000000002,22,2069.73,text
blenderbot-small,"45,833",0.018000000000000002,12,3819.42,text
roformer,"45,071",0.017,28,1609.68,text
convnext,"44,878",0.017,96,467.48,vision
luke,"42,251",0.016,48,880.23,text
ibert,"41,864",0.016,13,3220.31,text
deit,"38,170",0.015,14,2726.43,vision
plbart,"36,580",0.013999999999999999,63,580.63,text
vit_mae,"27,253",0.011000000000000001,7,3893.29,text
visual_bert,"27,391",0.011000000000000001,15,1826.07,text
vilt,"27,611",0.011000000000000001,18,1533.94,text
mobilenet_v2,"29,122",0.011000000000000001,14,2080.14,vision
lxmert,"28,423",0.011000000000000001,13,2186.38,text
wav2vec2-conformer,"24,776",0.01,25,991.04,audio
mobilenet_v1,"25,383",0.01,4,6345.75,vision
poolformer,"22,080",0.009000000000000001,7,3154.29,vision
levit,"22,712",0.009000000000000001,11,2064.73,vision
glpn,"23,290",0.009000000000000001,40,582.25,text
dpt,"22,087",0.009000000000000001,8,2760.88,vision
data2vec-vision,"24,102",0.009000000000000001,9,2678.0,vision
rag,"21,849",0.008,16,1365.56,text
unispeech-sat,"17,781",0.006999999999999999,75,237.08,audio
speech_to_text,"17,513",0.006999999999999999,29,603.9,audio
prophetnet,"16,966",0.006999999999999999,19,892.95,text
mvp,"16,886",0.006999999999999999,22,767.55,text
ctrl,"17,337",0.006999999999999999,27,642.11,text
switch_transformers,"15,153",0.006,20,757.65,text
splinter,"15,281",0.006,31,492.94,text
perceiver,"15,257",0.006,30,508.57,vision
deformable_detr,"14,946",0.006,7,2135.14,text
data2vec-audio,"15,960",0.006,24,665.0,audio
videomae,"12,211",0.005,37,330.03,text
swinv2,"11,738",0.005,22,533.55,vision
rembert,"12,050",0.005,18,669.44,text
reformer,"11,826",0.005,16,739.12,text
pegasus_x,"13,768",0.005,11,1251.64,text
canine,"12,182",0.005,35,348.06,text
speech-encoder-decoder,"10,675",0.004,177,60.31,audio
lilt,"10,113",0.004,36,280.92,text
cvt,"9,140",0.004,12,761.67,vision
audio-spectrogram-transformer,"9,609",0.004,14,686.36,audio
unispeech,"7,776",0.003,120,64.8,audio
retribert,"7,902",0.003,2,3951.0,text
markuplm,"7,815",0.003,10,781.5,text
groupvit,"6,834",0.003,5,1366.8,text
xclip,"4,717",0.002,19,248.26,text
vit_msn,"4,098",0.002,7,585.43,vision
sew-d,"4,826",0.002,22,219.36,audio
sew,"4,785",0.002,15,319.0,audio
regnet,"5,121",0.002,36,142.25,vision
gpt_neox_japanese,"4,317",0.002,3,1439.0,text
chinese_clip,"4,562",0.002,4,1140.5,text
bert-generation,"5,117",0.002,2,2558.5,text
xlm-roberta-xl,"2,508",0.001,16,156.75,text
xlm-prophetnet,"1,362",0.001,9,151.33,text
roc_bert,"2,551",0.001,13,196.23,text
realm,"1,299",0.001,10,129.9,text
nezha,"1,960",0.001,12,163.33,text
megatron-bert,"2,225",0.001,32,69.53,text
imagegpt,"3,229",0.001,8,403.62,vision
flava,"2,897",0.001,4,724.25,text
yoso,523,0.0,13,40.23,text
vision-text-dual-encoder,331,0.0,16,20.69,text
van,897,0.0,8,112.12,vision
trajectory_transformer,184,0.0,16,11.5,text
time_series_transformer,"1,188",0.0,3,396.0,text
speech_to_text_2,0,0.0,0,0.0,text
qdqbert,0,0.0,0,0.0,text
nystromformer,625,0.0,19,32.89,text
nat,478,0.0,4,119.5,vision
mctct,557,0.0,8,69.62,audio
maskformer-swin,0,0.0,0,0.0,text
jukebox,837,0.0,6,139.5,text
donut-swin,169,0.0,2,84.5,text
dinat,485,0.0,7,69.29,vision
decision_transformer,622,0.0,24,25.92,text
conditional_detr,879,0.0,3,293.0,text