data_26_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"131,731,602",26.307000000000002,23774,5540,text
wav2vec2,"68,612,907",13.702,5724,11986,audio
xlm-roberta,"57,211,204",11.425,4147,13795,text
roberta,"36,729,181",7.335,8738,4203,text
distilbert,"33,736,036",6.737,9184,3673,text
clip,"23,826,560",4.758,166,143533,vision
gpt2,"23,064,497",4.606,11961,1928,text
t5,"13,885,352",2.773,8362,1660,text
bart,"10,050,910",2.007,3075,3268,text
deberta,"8,455,349",1.6889999999999998,403,20981,text
layoutlmv3,"7,697,022",1.537,327,23538,vision
marian,"5,733,473",1.145,2453,2337,text
hubert,"5,518,231",1.102,188,29352,audio
albert,"5,165,573",1.032,1039,4971,text
electra,"4,889,407",0.976,1344,3637,text
clipseg,"4,430,436",0.885,5,886087,vision
resnet,"4,274,256",0.8540000000000001,197,21696,vision
mpnet,"4,181,276",0.835,996,4198,text
layoutlm,"3,791,671",0.757,148,25619,vision
camembert,"3,486,476",0.696,740,4711,text
bloom,"3,271,004",0.653,459,7126,text
yolos,"2,593,477",0.518,40,64836,text
longformer,"2,467,041",0.49300000000000005,287,8595,text
vit,"2,348,602",0.469,1487,1579,vision
vision-encoder-decoder,"2,144,214",0.428,763,2810,vision
llama,"1,919,763",0.383,1566,1225,text
opt,"1,742,910",0.348,471,3700,text
deberta-v2,"1,637,264",0.327,792,2067,text
gpt_neox,"1,427,881",0.28500000000000003,856,1668,text
convbert,"1,356,633",0.271,63,21533,text
mbart,"1,291,638",0.258,839,1539,text
pegasus,"1,240,774",0.248,607,2044,text
wavlm,"1,191,327",0.23800000000000002,118,10095,audio
vit_mae,"1,104,835",0.22100000000000003,15,73655,text
beit,"1,096,020",0.219,147,7455,vision
fnet,"1,093,791",0.218,45,24306,text
gptj,"1,087,615",0.217,435,2500,text
blip,"1,070,163",0.214,59,18138,vision
gpt_neo,"923,210",0.184,711,1298,text
m2m_100,"889,837",0.178,387,2299,text
whisper,"773,417",0.154,2754,280,audio
blenderbot,"629,236",0.126,46,13679,text
trocr,"598,616",0.12,22,27209,text
mt5,"566,210",0.11299999999999999,2089,271,text
mobilebert,"409,023",0.082,254,1610,text
transfo-xl,"368,684",0.074,19,19404,text
codegen,"372,134",0.074,118,3153,text
xlnet,"335,586",0.067,236,1421,text
detr,"320,722",0.064,249,1288,text
longt5,"302,027",0.06,131,2305,text
xlm,"280,512",0.055999999999999994,34,8250,text
layoutlmv2,"279,346",0.055999999999999994,160,1745,vision
flaubert,"278,458",0.055999999999999994,71,3921,text
segformer,"276,251",0.055,392,704,vision
swin,"253,926",0.051000000000000004,433,586,vision
roformer,"242,497",0.048,35,6928,text
esm,"219,370",0.044000000000000004,191,1148,text
dpr,"218,005",0.044000000000000004,105,2076,text
speech_to_text,"205,125",0.041,33,6215,audio
dpt,"202,533",0.04,11,18412,vision
squeezebert,"176,553",0.034999999999999996,32,5517,text
luke,"168,200",0.034,58,2900,text
data2vec-text,"164,833",0.033,29,5683,text
ibert,"158,489",0.032,22,7204,text
bigbird_pegasus,"158,994",0.032,34,4676,text
convnext,"150,553",0.03,149,1010,vision
data2vec-audio,"144,392",0.029,34,4246,audio
markuplm,"140,958",0.027999999999999997,22,6407,text
fsmt,"142,420",0.027999999999999997,36,3956,text
led,"131,560",0.026,216,609,text
deit,"127,821",0.026,24,5325,vision
blip-2,"131,553",0.026,25,5262,vision
unispeech-sat,"126,109",0.025,85,1483,audio
owlvit,"126,941",0.025,9,14104,text
nystromformer,"119,674",0.024,27,4432,text
encoder-decoder,"119,572",0.024,362,330,text
mask2former,"114,364",0.023,63,1815,text
vilt,"108,843",0.022000000000000002,21,5183,vision
audio-spectrogram-transformer,"105,026",0.021,93,1129,audio
tapas,"100,801",0.02,82,1229,vision
mobilenet_v2,"97,799",0.02,20,4889,vision
table-transformer,"93,475",0.019,21,4451,text
openai-gpt,"97,575",0.019,16,6098,text
mobilevit,"97,588",0.019,35,2788,vision
xglm,"87,441",0.017,122,716,text
poolformer,"84,293",0.017,10,8429,vision
mobilenet_v1,"86,778",0.017,10,8677,vision
levit,"86,775",0.017,15,5785,vision
data2vec-vision,"87,181",0.017,12,7265,vision
wav2vec2-conformer,"77,722",0.016,35,2220,audio
unispeech,"71,861",0.013999999999999999,124,579,audio
sew-d,"71,152",0.013999999999999999,25,2846,audio
sew,"71,014",0.013999999999999999,18,3945,audio
pix2struct,"72,573",0.013999999999999999,37,1961,text
big_bird,"67,349",0.013,200,336,text
speecht5,"62,357",0.012,102,611,audio
plbart,"53,606",0.011000000000000001,82,653,text
xclip,"50,673",0.01,20,2533,text
upernet,"48,366",0.01,11,4396,vision
rag,"50,791",0.01,16,3174,text
git,"49,195",0.01,83,592,text
ernie,"52,019",0.01,71,732,text
prophetnet,"43,582",0.009000000000000001,25,1743,text
blenderbot-small,"40,470",0.008,19,2130,text
biogpt,"38,055",0.008,44,864,text
videomae,"36,605",0.006999999999999999,149,245,text
timesformer,"34,372",0.006999999999999999,23,1494,text
splinter,"33,006",0.006999999999999999,34,970,text
perceiver,"27,674",0.006,36,768,vision
mvp,"27,975",0.006,28,999,text
canine,"28,233",0.006,137,206,text
oneformer,"26,138",0.005,11,2376,text
imagegpt,"24,986",0.005,11,2271,vision
glpn,"24,151",0.005,58,416,text
ctrl,"25,285",0.005,31,815,text
vit_msn,"21,197",0.004,10,2119,vision
switch_transformers,"20,371",0.004,27,754,text
rembert,"20,930",0.004,28,747,text
regnet,"20,765",0.004,40,519,vision
pegasus_x,"21,760",0.004,32,680,text
maskformer,"21,161",0.004,57,371,vision
lilt,"20,652",0.004,92,224,text
funnel,"18,941",0.004,48,394,text
chinese_clip,"20,354",0.004,8,2544,vision
xmod,"15,313",0.003,26,588,text
visual_bert,"15,249",0.003,18,847,text
swinv2,"16,878",0.003,41,411,vision
speech-encoder-decoder,"12,706",0.003,181,70,audio
roc_bert,"12,949",0.003,21,616,text
reformer,"15,869",0.003,20,793,text
groupvit,"13,964",0.003,6,2327,text
donut-swin,"15,296",0.003,3,5098,text
deformable_detr,"14,135",0.003,11,1285,text
clap,"12,808",0.003,8,1601,text
align,"12,845",0.003,4,3211,vision
yoso,"11,736",0.002,20,586,text
mgp-str,"7,916",0.002,3,2638,text
megatron-bert,"8,848",0.002,52,170,text
lxmert,"11,100",0.002,16,693,text
gpt_neox_japanese,"10,739",0.002,6,1789,text
cvt,"9,677",0.002,18,537,vision
conditional_detr,"8,417",0.002,13,647,text
bridgetower,"12,254",0.002,8,1531,text
bert-generation,"10,616",0.002,2,5308,text
xlm-roberta-xl,"7,080",0.001,25,283,text
xlm-prophetnet,"2,708",0.001,11,246,text
swin2sr,"3,341",0.001,9,371,text
roberta-prelayernorm,"6,026",0.001,25,241,text
nezha,"3,096",0.001,20,154,text
flava,"5,877",0.001,6,979,text
efficientnet,"4,035",0.001,20,201,vision
convnextv2,"6,283",0.001,26,241,vision
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,"1,297",0.0,30,43,text
van,"1,205",0.0,11,109,vision
tvlt,856,0.0,6,142,text
trajectory_transformer,432,0.0,16,27,text
time_series_transformer,"1,074",0.0,6,179,text
speech_to_text_2,0,0.0,0,0,text
retribert,"1,427",0.0,2,713,text
realm,"1,620",0.0,10,162,text
qdqbert,0,0.0,0,0,text
nat,341,0.0,10,34,vision
mctct,"1,488",0.0,10,148,audio
maskformer-swin,0,0.0,0,0,vision
jukebox,"1,064",0.0,6,177,text
informer,575,0.0,3,191,text
graphormer,961,0.0,3,320,text
gptsan-japanese,"1,347",0.0,3,449,text
gpt-sw3,0,0.0,0,0,text
ernie_m,"1,077",0.0,21,51,text
efficientformer,"1,866",0.0,14,133,vision
dinat,438,0.0,13,33,vision
deta,"1,763",0.0,13,135,text
decision_transformer,"1,153",0.0,52,22,text
bit,"1,233",0.0,7,176,vision
altclip,"1,341",0.0,5,268,vision