data_12_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"134,991,383",38.649,18624,7248,text
xlm-roberta,"26,945,321",7.715,2907,9269,text
roberta,"24,543,645",7.027,6738,3642,text
gpt2,"22,030,057",6.307,9830,2241,text
distilbert,"20,263,112",5.801,6604,3068,text
t5,"18,897,324",5.41,5585,3383,text
clip,"15,688,637",4.492,88,178279,vision
wav2vec2,"12,281,241",3.5159999999999996,4982,2465,audio
bart,"10,153,390",2.907,2407,4218,text
layoutlmv3,"7,877,497",2.255,194,40605,vision
marian,"6,983,398",1.999,2096,3331,text
albert,"5,435,627",1.5559999999999998,825,6588,text
electra,"4,590,333",1.314,1186,3870,text
layoutlm,"2,746,831",0.786,106,25913,vision
mpnet,"2,641,937",0.756,503,5252,text
gptj,"2,225,661",0.637,255,8728,text
camembert,"2,022,472",0.579,573,3529,text
longformer,"1,725,069",0.494,224,7701,text
vit,"1,657,020",0.47400000000000003,901,1839,vision
opt,"1,533,015",0.439,297,5161,text
deberta-v2,"1,410,290",0.404,575,2452,text
deberta,"1,326,353",0.38,290,4573,text
pegasus,"1,075,532",0.308,488,2203,text
vision-encoder-decoder,"1,009,433",0.28900000000000003,413,2444,vision
dpr,"945,111",0.271,93,10162,text
openai-gpt,"871,008",0.249,9,96778,text
gpt_neo,"822,719",0.23600000000000002,447,1840,text
bloom,"817,579",0.234,242,3378,text
hubert,"778,885",0.22300000000000003,151,5158,audio
wavlm,"765,465",0.219,93,8230,audio
m2m_100,"697,831",0.2,302,2310,text
fsmt,"693,512",0.199,30,23117,text
convbert,"696,341",0.199,49,14211,text
blenderbot,"526,357",0.151,35,15038,text
fnet,"506,786",0.145,33,15357,text
mt5,"455,715",0.13,1571,290,text
mbart,"443,132",0.127,663,668,text
gpt_neox,"422,142",0.121,197,2142,text
layoutlmv2,"411,146",0.11800000000000001,128,3212,vision
visual_bert,"387,345",0.11100000000000002,15,25823,text
esm,"333,016",0.095,100,3330,text
resnet,"326,377",0.093,109,2994,vision
beit,"322,257",0.092,120,2685,vision
detr,"297,652",0.08499999999999999,124,2400,text
xlnet,"287,474",0.082,202,1423,text
ernie,"285,896",0.082,47,6082,text
whisper,"283,264",0.08099999999999999,1752,161,audio
funnel,"272,135",0.078,39,6977,text
longt5,"259,342",0.074,73,3552,text
codegen,"258,535",0.074,82,3152,text
segformer,"242,420",0.06899999999999999,236,1027,vision
encoder-decoder,"239,730",0.06899999999999999,332,722,text
yolos,"232,966",0.067,22,10589,text
mobilebert,"226,308",0.065,238,950,text
clipseg,"226,573",0.065,4,56643,vision
blip,"200,352",0.056999999999999995,17,11785,vision
xlm,"190,720",0.055,27,7063,text
roformer,"186,702",0.053,28,6667,text
flaubert,"186,158",0.053,40,4653,text
vit_mae,"178,703",0.051000000000000004,8,22337,text
squeezebert,"156,812",0.045,22,7127,text
data2vec-text,"155,361",0.044000000000000004,22,7061,text
maskformer,"151,905",0.043,32,4747,vision
swin,"133,624",0.038,279,478,vision
ibert,"132,604",0.038,14,9471,text
led,"130,486",0.037,155,841,text
owlvit,"120,136",0.034,7,17162,text
audio-spectrogram-transformer,"119,155",0.034,21,5674,audio
deit,"109,784",0.031,15,7318,vision
bigbird_pegasus,"97,445",0.027999999999999997,26,3747,text
trocr,"89,348",0.026,16,5584,text
nystromformer,"91,755",0.026,20,4587,text
big_bird,"90,573",0.026,174,520,text
convnext,"86,634",0.025,107,809,vision
table-transformer,"83,370",0.024,13,6413,text
data2vec-audio,"79,988",0.023,27,2962,audio
dpt,"76,864",0.022000000000000002,8,9608,vision
data2vec-vision,"74,985",0.021,9,8331,vision
plbart,"68,594",0.02,72,952,text
mobilevit,"68,998",0.02,17,4058,vision
unispeech-sat,"66,685",0.019,77,866,audio
mobilenet_v2,"67,796",0.019,14,4842,vision
levit,"67,271",0.019,11,6115,vision
tapas,"63,318",0.018000000000000002,71,891,vision
poolformer,"63,819",0.018000000000000002,7,9117,vision
mobilenet_v1,"61,490",0.018000000000000002,6,10248,vision
vilt,"56,768",0.016,16,3548,vision
mvp,"56,995",0.016,22,2590,text
rembert,"50,850",0.015,21,2421,text
speech_to_text,"49,218",0.013999999999999999,29,1697,audio
xglm,"44,822",0.013,52,861,text
biogpt,"44,634",0.013,15,2975,text
perceiver,"42,003",0.012,30,1400,vision
wav2vec2-conformer,"39,031",0.011000000000000001,26,1501,audio
unispeech,"36,862",0.011000000000000001,120,307,audio
switch_transformers,"36,760",0.011000000000000001,24,1531,text
prophetnet,"36,968",0.011000000000000001,20,1848,text
timesformer,"35,029",0.01,19,1843,text
sew-d,"33,608",0.01,23,1461,audio
sew,"33,683",0.01,15,2245,audio
pegasus_x,"35,545",0.01,12,2962,text
megatron-bert,"34,727",0.01,34,1021,text
lxmert,"35,095",0.01,13,2699,text
git,"35,083",0.01,30,1169,text
blenderbot-small,"35,221",0.01,13,2709,text
markuplm,"31,506",0.009000000000000001,10,3150,text
luke,"31,434",0.009000000000000001,49,641,text
ctrl,"29,756",0.009000000000000001,27,1102,text
blip-2,"31,174",0.009000000000000001,11,2834,text
xclip,"24,193",0.006999999999999999,19,1273,text
splinter,"26,083",0.006999999999999999,31,841,text
rag,"25,633",0.006999999999999999,16,1602,text
nezha,"23,692",0.006999999999999999,12,1974,text
regnet,"20,646",0.006,37,558,vision
reformer,"20,479",0.006,16,1279,text
groupvit,"20,900",0.006,5,4180,text
canine,"20,371",0.006,35,582,text
xlm-roberta-xl,"18,108",0.005,16,1131,text
vit_msn,"16,923",0.005,8,2115,vision
videomae,"17,131",0.005,61,280,text
transfo-xl,"19,096",0.005,15,1273,text
mask2former,"18,653",0.005,36,518,text
lilt,"15,845",0.005,48,330,text
flava,"18,342",0.005,4,4585,text
donut-swin,"16,380",0.005,2,8190,text
cvt,"17,525",0.005,13,1348,vision
yoso,"13,047",0.004,13,1003,text
roc_bert,"14,323",0.004,13,1101,text
imagegpt,"13,276",0.004,8,1659,vision
glpn,"12,808",0.004,41,312,text
deformable_detr,"15,530",0.004,9,1725,text
bert-generation,"14,765",0.004,2,7382,text
swinv2,"12,148",0.003,32,379,vision
speech-encoder-decoder,"9,263",0.003,177,52,audio
retribert,"11,936",0.003,2,5968,text
xmod,"7,484",0.002,19,393,text
upernet,"8,592",0.002,10,859,vision
swin2sr,"6,975",0.002,8,871,text
speecht5,"7,123",0.002,5,1424,audio
oneformer,"5,613",0.002,9,623,text
gpt_neox_japanese,"7,916",0.002,3,2638,text
conditional_detr,"6,263",0.002,4,1565,text
chinese_clip,"5,800",0.002,5,1160,vision
vision-text-dual-encoder,"2,077",0.001,23,90,text
van,"5,056",0.001,8,632,vision
mctct,"5,113",0.001,8,639,audio
jukebox,"1,790",0.001,6,298,text
xlm-prophetnet,433,0.0,10,43,text
vit_hybrid,0,0.0,0,0,vision
trajectory_transformer,217,0.0,16,13,text
time_series_transformer,"1,056",0.0,4,264,text
speech_to_text_2,0,0.0,0,0,text
roberta-prelayernorm,"1,041",0.0,20,52,text
realm,"1,638",0.0,10,163,text
qdqbert,0,0.0,0,0,text
nat,310,0.0,4,77,vision
maskformer-swin,0,0.0,0,0,vision
graphormer,346,0.0,2,173,text
gpt-sw3,0,0.0,0,0,text
efficientformer,219,0.0,6,36,vision
dinat,305,0.0,7,43,vision
deta,428,0.0,8,53,text
decision_transformer,"1,308",0.0,46,28,text
bridgetower,"1,240",0.0,5,248,text
bit,325,0.0,4,81,vision
altclip,"1,654",0.0,3,551,vision