data_14_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"99,065,721",28.126,19303,5132,text
wav2vec2,"33,824,638",9.603,5063,6680,audio
roberta,"29,092,006",8.260000000000002,6997,4157,text
xlm-roberta,"27,994,917",7.9479999999999995,3233,8659,text
distilbert,"24,652,261",6.999,6940,3552,text
gpt2,"24,301,292",6.898999999999999,10072,2412,text
clip,"20,459,408",5.809,90,227326,vision
t5,"15,239,128",4.327,5844,2607,text
bart,"9,216,400",2.617,2543,3624,text
layoutlmv3,"8,677,012",2.463,209,41516,vision
marian,"6,687,297",1.899,2199,3041,text
electra,"4,711,671",1.3379999999999999,1201,3923,text
albert,"4,453,680",1.264,860,5178,text
layoutlm,"3,477,228",0.987,114,30502,vision
mpnet,"3,124,214",0.8869999999999999,517,6042,text
gptj,"2,253,492",0.64,323,6976,text
longformer,"2,135,392",0.606,237,9010,text
camembert,"2,103,201",0.597,589,3570,text
mbart,"1,932,191",0.549,728,2654,text
vit,"1,775,913",0.504,965,1840,vision
opt,"1,505,747",0.42700000000000005,316,4765,text
deberta,"1,233,716",0.35000000000000003,297,4153,text
pegasus,"1,189,678",0.338,501,2374,text
bloom,"1,182,327",0.336,271,4362,text
deberta-v2,"1,160,519",0.329,599,1937,text
gpt_neo,"1,042,398",0.296,475,2194,text
vision-encoder-decoder,"1,009,411",0.28700000000000003,446,2263,vision
openai-gpt,"973,879",0.27599999999999997,13,74913,text
hubert,"901,254",0.256,158,5704,audio
wavlm,"893,830",0.254,98,9120,audio
convbert,"859,470",0.244,56,15347,text
m2m_100,"757,844",0.215,307,2468,text
dpr,"637,080",0.181,94,6777,text
fnet,"630,169",0.179,42,15004,text
blenderbot,"533,317",0.151,38,14034,text
gpt_neox,"499,662",0.14200000000000002,227,2201,text
mt5,"475,721",0.135,1684,282,text
whisper,"440,256",0.125,1917,229,audio
resnet,"414,967",0.11800000000000001,116,3577,vision
fsmt,"408,516",0.116,32,12766,text
xlnet,"393,058",0.11199999999999999,204,1926,text
codegen,"393,387",0.11199999999999999,88,4470,text
layoutlmv2,"374,602",0.106,132,2837,vision
yolos,"335,319",0.095,28,11975,text
esm,"335,838",0.095,117,2870,text
llama,"328,088",0.093,143,2294,text
beit,"324,583",0.092,130,2496,vision
ernie,"288,550",0.082,59,4890,text
detr,"272,663",0.077,145,1880,text
segformer,"268,109",0.076,256,1047,vision
mobilebert,"267,518",0.076,249,1074,text
blip,"258,848",0.073,20,12942,vision
big_bird,"248,905",0.07100000000000001,184,1352,text
flaubert,"245,748",0.06999999999999999,56,4388,text
xlm,"243,569",0.06899999999999999,33,7380,text
roformer,"239,327",0.068,35,6837,text
encoder-decoder,"240,708",0.068,344,699,text
funnel,"237,646",0.067,47,5056,text
vit_mae,"209,163",0.059000000000000004,10,20916,text
data2vec-text,"193,628",0.055,29,6676,text
squeezebert,"186,139",0.053,28,6647,text
longt5,"184,380",0.052,83,2221,text
clipseg,"178,837",0.051000000000000004,5,35767,vision
ibert,"165,834",0.047,20,8291,text
swin,"155,107",0.044000000000000004,300,517,vision
led,"144,726",0.041,166,871,text
deit,"138,789",0.039,19,7304,vision
audio-spectrogram-transformer,"137,780",0.039,25,5511,audio
trocr,"135,214",0.038,16,8450,text
nystromformer,"118,311",0.034,26,4550,text
data2vec-audio,"115,346",0.033,31,3720,audio
visual_bert,"104,892",0.03,17,6170,text
owlvit,"100,693",0.029,9,11188,text
dpt,"101,079",0.029,11,9189,vision
convnext,"103,401",0.029,112,923,vision
data2vec-vision,"93,546",0.027,12,7795,vision
unispeech-sat,"88,805",0.025,82,1082,audio
mobilenet_v2,"88,924",0.025,17,5230,vision
levit,"87,317",0.025,14,6236,vision
table-transformer,"83,616",0.024,16,5226,text
poolformer,"83,780",0.024,9,9308,vision
mobilevit,"85,035",0.024,20,4251,vision
mobilenet_v1,"83,957",0.024,9,9328,vision
bigbird_pegasus,"83,932",0.024,31,2707,text
speech_to_text,"67,714",0.019,31,2184,audio
plbart,"61,843",0.018000000000000002,76,813,text
vilt,"58,777",0.017,18,3265,vision
tapas,"60,320",0.017,75,804,vision
wav2vec2-conformer,"54,156",0.015,31,1746,audio
rembert,"51,476",0.015,28,1838,text
git,"51,367",0.015,40,1284,text
unispeech,"50,694",0.013999999999999999,124,408,audio
sew-d,"47,676",0.013999999999999999,25,1907,audio
sew,"47,676",0.013999999999999999,18,2648,audio
mvp,"47,690",0.013999999999999999,27,1766,text
xglm,"45,757",0.013,102,448,text
blip-2,"46,435",0.013,13,3571,vision
perceiver,"41,229",0.012,36,1145,vision
timesformer,"37,194",0.011000000000000001,21,1771,text
prophetnet,"37,093",0.011000000000000001,24,1545,text
mask2former,"37,491",0.011000000000000001,43,871,text
splinter,"33,633",0.01,34,989,text
blenderbot-small,"34,242",0.01,16,2140,text
biogpt,"36,070",0.01,26,1387,text
switch_transformers,"32,945",0.009000000000000001,26,1267,text
pegasus_x,"32,221",0.009000000000000001,16,2013,text
maskformer,"31,924",0.009000000000000001,36,886,vision
markuplm,"33,009",0.009000000000000001,14,2357,text
luke,"31,771",0.009000000000000001,56,567,text
megatron-bert,"28,840",0.008,44,655,text
lxmert,"27,427",0.008,16,1714,text
glpn,"26,830",0.008,43,623,text
xclip,"23,673",0.006999999999999999,20,1183,text
vit_msn,"26,093",0.006999999999999999,10,2609,vision
roc_bert,"23,550",0.006999999999999999,21,1121,text
rag,"26,100",0.006999999999999999,16,1631,text
ctrl,"24,849",0.006999999999999999,30,828,text
regnet,"20,327",0.006,39,521,vision
groupvit,"19,989",0.006,6,3331,text
bert-generation,"20,530",0.006,2,10265,text
xlm-roberta-xl,"16,653",0.005,23,724,text
upernet,"19,136",0.005,11,1739,vision
transfo-xl,"19,191",0.005,18,1066,text
reformer,"18,055",0.005,20,902,text
nezha,"19,084",0.005,20,954,text
lilt,"17,710",0.005,57,310,text
imagegpt,"17,993",0.005,11,1635,vision
donut-swin,"18,110",0.005,3,6036,text
cvt,"16,297",0.005,15,1086,vision
canine,"18,455",0.005,45,410,text
videomae,"13,662",0.004,70,195,text
swinv2,"15,818",0.004,36,439,vision
yoso,"11,457",0.003,19,603,text
swin2sr,"8,862",0.003,9,984,text
speecht5,"12,158",0.003,7,1736,audio
retribert,"11,568",0.003,2,5784,text
flava,"10,504",0.003,6,1750,text
deformable_detr,"11,978",0.003,11,1088,text
xmod,"8,565",0.002,26,329,text
speech-encoder-decoder,"7,907",0.002,180,43,audio
roberta-prelayernorm,"5,663",0.002,27,209,text
pix2struct,"6,224",0.002,19,327,text
gpt_neox_japanese,"7,352",0.002,5,1470,text
conditional_detr,"5,479",0.002,6,913,text
chinese_clip,"7,636",0.002,6,1272,vision
van,"4,612",0.001,10,461,vision
tvlt,"2,743",0.001,6,457,text
realm,"2,134",0.001,10,213,text
oneformer,"5,232",0.001,11,475,text
mctct,"4,451",0.001,10,445,audio
ernie_m,"1,854",0.001,19,97,text
clap,"2,840",0.001,6,473,text
bridgetower,"3,067",0.001,5,613,text
xlm-prophetnet,428,0.0,10,42,text
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,921,0.0,27,34,text
trajectory_transformer,231,0.0,16,14,text
time_series_transformer,"1,307",0.0,4,326,text
speech_to_text_2,0,0.0,0,0,text
qdqbert,0,0.0,0,0,text
nat,404,0.0,10,40,vision
mgp-str,205,0.0,3,68,text
maskformer-swin,0,0.0,0,0,vision
jukebox,"1,664",0.0,6,277,text
informer,276,0.0,1,276,text
graphormer,336,0.0,2,168,text
gptsan-japanese,740,0.0,3,246,text
gpt-sw3,0,0.0,0,0,text
efficientnet,"1,105",0.0,16,69,vision
efficientformer,"1,245",0.0,9,138,vision
dinat,379,0.0,13,29,vision
deta,978,0.0,10,97,text
decision_transformer,"1,181",0.0,48,24,text
convnextv2,846,0.0,26,32,vision
bit,"1,199",0.0,7,171,vision
altclip,"1,723",0.0,4,430,vision
align,"1,672",0.0,4,418,vision