data_8_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"85,818,355",32.86,17340,4949,text
xlm-roberta,"23,258,539",8.906,2476,9393,text
gpt2,"22,644,772",8.671,9152,2474,text
roberta,"18,739,772",7.176,6421,2918,text
t5,"18,135,063",6.944,4840,3746,text
distilbert,"16,577,578",6.348,5963,2780,text
clip,"13,404,339",5.133,79,169675,vision
bart,"8,817,376",3.376,2290,3850,text
layoutlmv3,"5,512,919",2.111,146,37759,vision
albert,"4,806,678",1.841,800,6008,text
marian,"4,584,540",1.755,2004,2287,text
m2m_100,"3,340,666",1.279,275,12147,text
mpnet,"2,924,639",1.1199999999999999,464,6303,text
wav2vec2,"2,624,616",1.005,4714,556,audio
vit,"2,281,234",0.873,787,2898,vision
electra,"2,159,345",0.827,1138,1897,text
deberta-v2,"1,959,594",0.75,532,3683,text
gptj,"1,947,674",0.746,200,9738,text
camembert,"1,731,250",0.6629999999999999,551,3142,text
layoutlm,"1,611,776",0.617,92,17519,vision
deberta,"1,612,494",0.617,275,5863,text
xlnet,"1,484,396",0.5680000000000001,189,7853,text
vision-encoder-decoder,"1,478,923",0.5660000000000001,372,3975,vision
longformer,"1,087,767",0.41700000000000004,207,5254,text
mbart,"841,424",0.322,535,1572,text
gpt_neo,"778,910",0.298,404,1927,text
opt,"698,882",0.268,288,2426,text
pegasus,"616,106",0.23600000000000002,465,1324,text
dpr,"585,780",0.22399999999999998,93,6298,text
convbert,"575,821",0.22,46,12517,text
gpt_neox,"460,682",0.17600000000000002,108,4265,text
fnet,"431,863",0.165,33,13086,text
layoutlmv2,"401,860",0.154,120,3348,vision
bloom,"363,837",0.13899999999999998,212,1716,text
blenderbot,"319,436",0.122,32,9982,text
beit,"254,228",0.097,101,2517,vision
mt5,"251,998",0.096,1173,214,text
detr,"251,589",0.096,64,3931,text
maskformer,"232,271",0.089,31,7492,vision
hubert,"211,090",0.08099999999999999,150,1407,audio
whisper,"206,858",0.079,1497,138,audio
big_bird,"201,505",0.077,172,1171,text
segformer,"195,689",0.075,213,918,vision
mobilebert,"181,896",0.06999999999999999,234,777,text
codegen,"173,846",0.067,80,2173,text
clipseg,"150,637",0.058,3,50212,vision
bigbird_pegasus,"151,661",0.058,22,6893,text
encoder-decoder,"148,452",0.056999999999999995,309,480,text
longt5,"144,254",0.055,71,2031,text
roformer,"140,991",0.054,28,5035,text
funnel,"139,870",0.054,39,3586,text
xlm,"134,422",0.051000000000000004,27,4978,text
resnet,"129,815",0.05,97,1338,vision
flaubert,"130,929",0.05,39,3357,text
data2vec-text,"125,130",0.048,22,5687,text
squeezebert,"123,711",0.047,20,6185,text
owlvit,"123,200",0.047,7,17600,text
ibert,"109,927",0.042,13,8455,text
led,"107,381",0.041,93,1154,text
swin,"97,994",0.038,218,449,vision
lxmert,"95,543",0.037,13,7349,text
fsmt,"95,535",0.037,30,3184,text
wavlm,"76,228",0.029,85,896,audio
deit,"76,198",0.029,15,5079,vision
convnext,"76,270",0.029,103,740,vision
yolos,"73,990",0.027999999999999997,20,3699,text
mobilevit,"64,504",0.025,17,3794,vision
xglm,"63,701",0.024,49,1300,text
trocr,"63,707",0.024,15,4247,text
tapas,"61,889",0.024,70,884,vision
openai-gpt,"59,586",0.023,9,6620,text
esm,"58,281",0.022000000000000002,74,787,text
mobilenet_v2,"55,524",0.021,14,3966,vision
data2vec-vision,"55,459",0.021,9,6162,vision
poolformer,"48,739",0.019,7,6962,vision
levit,"50,841",0.019,11,4621,vision
mvp,"46,812",0.018000000000000002,22,2127,text
mobilenet_v1,"46,690",0.018000000000000002,4,11672,vision
ernie,"47,086",0.018000000000000002,46,1023,text
table-transformer,"43,200",0.017,6,7200,text
nystromformer,"43,946",0.017,20,2197,text
rembert,"40,601",0.016,20,2030,text
plbart,"42,144",0.016,65,648,text
vit_mae,"38,477",0.015,8,4809,text
vilt,"40,120",0.015,17,2360,vision
luke,"38,727",0.015,54,717,text
unispeech-sat,"34,663",0.013,76,456,audio
switch_transformers,"30,035",0.012,21,1430,text
perceiver,"30,535",0.012,30,1017,vision
data2vec-audio,"31,918",0.012,24,1329,audio
blenderbot-small,"32,356",0.012,12,2696,text
prophetnet,"29,625",0.011000000000000001,19,1559,text
pegasus_x,"27,852",0.011000000000000001,11,2532,text
transfo-xl,"25,463",0.01,15,1697,text
timesformer,"26,547",0.01,15,1769,text
speech_to_text,"26,398",0.01,29,910,audio
markuplm,"27,067",0.01,10,2706,text
dpt,"25,904",0.01,8,3238,vision
ctrl,"27,083",0.01,27,1003,text
deformable_detr,"22,775",0.009000000000000001,7,3253,text
swinv2,"20,012",0.008,28,714,vision
reformer,"20,010",0.008,16,1250,text
megatron-bert,"21,689",0.008,34,637,text
wav2vec2-conformer,"19,223",0.006999999999999999,26,739,audio
regnet,"18,057",0.006999999999999999,36,501,vision
rag,"19,334",0.006999999999999999,16,1208,text
nezha,"19,008",0.006999999999999999,12,1584,text
canine,"18,083",0.006999999999999999,35,516,text
audio-spectrogram-transformer,"18,105",0.006999999999999999,16,1131,audio
xlm-roberta-xl,"15,828",0.006,16,989,text
videomae,"16,247",0.006,46,353,text
unispeech,"16,781",0.006,120,139,audio
groupvit,"15,194",0.006,5,3038,text
git,"16,970",0.006,23,737,text
cvt,"14,387",0.006,13,1106,vision
blip,"16,236",0.006,11,1476,vision
biogpt,"14,678",0.006,4,3669,text
splinter,"13,759",0.005,31,443,text
speech-encoder-decoder,"12,124",0.005,177,68,audio
sew-d,"13,584",0.005,23,590,audio
sew,"13,490",0.005,15,899,audio
lilt,"14,110",0.005,50,282,text
glpn,"12,207",0.005,41,297,text
yoso,"10,312",0.004,13,793,text
xclip,"9,868",0.004,19,519,text
vit_msn,"11,361",0.004,7,1623,vision
bert-generation,"11,275",0.004,2,5637,text
visual_bert,"8,668",0.003,15,577,text
roc_bert,"8,881",0.003,13,683,text
retribert,"7,659",0.003,2,3829,text
mask2former,"7,726",0.003,30,257,text
imagegpt,"7,430",0.003,8,928,vision
gpt_neox_japanese,"6,776",0.003,3,2258,text
van,"4,036",0.002,8,504,vision
mctct,"4,070",0.002,8,508,audio
flava,"5,845",0.002,4,1461,text
conditional_detr,"4,848",0.002,3,1616,text
vision-text-dual-encoder,"3,560",0.001,18,197,text
swin2sr,"2,368",0.001,7,338,text
speecht5,"2,350",0.001,3,783,audio
realm,"1,495",0.001,10,149,text
oneformer,"3,653",0.001,7,521,text
donut-swin,"3,636",0.001,2,1818,text
chinese_clip,"3,756",0.001,4,939,vision
bridgetower,"3,564",0.001,5,712,text
blip-2,"2,017",0.001,7,288,text
xmod,0,0.0,9,0,text
xlm-prophetnet,630,0.0,9,70,text
vit_hybrid,0,0.0,0,0,vision
upernet,433,0.0,9,48,vision
trajectory_transformer,172,0.0,16,10,text
time_series_transformer,962,0.0,4,240,text
speech_to_text_2,0,0.0,0,0,text
roberta-prelayernorm,935,0.0,10,93,text
qdqbert,0,0.0,0,0,text
nat,341,0.0,4,85,vision
maskformer-swin,0,0.0,0,0,vision
jukebox,602,0.0,6,100,text
graphormer,93,0.0,2,46,text
gpt-sw3,0,0.0,0,0,text
efficientformer,25,0.0,3,8,vision
dinat,309,0.0,7,44,vision
deta,776,0.0,6,129,text
decision_transformer,557,0.0,25,22,text
bit,185,0.0,1,185,vision
altclip,366,0.0,2,183,vision