data_7_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"96,353,016",32.173,17132,5624,text
xlm-roberta,"26,190,396",8.745,2456,10663,text
gpt2,"25,286,611",8.443000000000001,9035,2798,text
t5,"23,137,901",7.725999999999999,4744,4877,text
roberta,"22,445,181",7.495,6353,3533,text
distilbert,"19,501,426",6.512,5887,3312,text
clip,"15,408,925",5.1450000000000005,79,195049,vision
bart,"10,035,785",3.351,2248,4464,text
layoutlmv3,"6,409,008",2.1399999999999997,141,45453,vision
albert,"5,568,601",1.859,795,7004,text
marian,"5,236,305",1.748,1999,2619,text
m2m_100,"3,421,359",1.142,273,12532,text
mpnet,"3,380,385",1.129,459,7364,text
wav2vec2,"3,048,816",1.018,4669,652,audio
electra,"2,563,436",0.856,1136,2256,text
vit,"2,475,823",0.827,766,3232,vision
deberta-v2,"2,190,005",0.731,526,4163,text
gptj,"2,131,617",0.712,198,10765,text
camembert,"1,953,234",0.652,548,3564,text
layoutlm,"1,854,048",0.619,91,20374,vision
deberta,"1,807,101",0.603,273,6619,text
xlnet,"1,772,577",0.592,186,9529,text
vision-encoder-decoder,"1,645,765",0.5499999999999999,357,4609,vision
longformer,"1,249,859",0.41700000000000004,206,6067,text
mbart,"1,003,697",0.335,475,2113,text
gpt_neo,"998,572",0.333,395,2528,text
opt,"811,573",0.271,292,2779,text
pegasus,"688,495",0.22999999999999998,461,1493,text
dpr,"652,122",0.218,93,7012,text
convbert,"630,993",0.211,46,13717,text
layoutlmv2,"495,675",0.166,119,4165,vision
gpt_neox,"481,052",0.161,101,4762,text
fnet,"473,523",0.158,33,14349,text
bloom,"431,845",0.14400000000000002,224,1927,text
mt5,"348,151",0.116,1158,300,text
blenderbot,"340,952",0.11399999999999999,32,10654,text
beit,"299,804",0.1,100,2998,vision
detr,"292,345",0.098,62,4715,text
maskformer,"269,821",0.09,31,8703,vision
hubert,"244,762",0.082,145,1688,audio
whisper,"236,026",0.079,1461,161,audio
big_bird,"234,402",0.078,173,1354,text
segformer,"224,419",0.075,210,1068,vision
mobilebert,"196,614",0.066,233,843,text
codegen,"195,575",0.065,79,2475,text
encoder-decoder,"184,253",0.062,307,600,text
clipseg,"178,769",0.06,3,59589,vision
bigbird_pegasus,"166,681",0.055999999999999994,22,7576,text
longt5,"159,032",0.053,68,2338,text
roformer,"151,070",0.05,28,5395,text
resnet,"146,817",0.049,95,1545,vision
flaubert,"147,258",0.049,39,3775,text
xlm,"144,904",0.048,27,5366,text
funnel,"142,444",0.048,39,3652,text
squeezebert,"135,551",0.045,20,6777,text
data2vec-text,"135,263",0.045,22,6148,text
owlvit,"129,869",0.043,7,18552,text
led,"120,727",0.04,89,1356,text
ibert,"119,494",0.04,13,9191,text
swin,"111,346",0.037,212,525,vision
wavlm,"106,546",0.036000000000000004,85,1253,audio
fsmt,"103,972",0.034999999999999996,30,3465,text
lxmert,"97,832",0.033,13,7525,text
deit,"84,978",0.027999999999999997,15,5665,vision
convnext,"85,178",0.027999999999999997,101,843,vision
yolos,"81,108",0.027,20,4055,text
trocr,"72,532",0.024,15,4835,text
tapas,"70,475",0.024,70,1006,vision
mobilevit,"70,815",0.024,17,4165,vision
xglm,"68,097",0.023,48,1418,text
openai-gpt,"67,351",0.022000000000000002,9,7483,text
mobilenet_v2,"61,836",0.021,14,4416,vision
esm,"61,025",0.02,74,824,text
data2vec-vision,"60,691",0.02,9,6743,vision
levit,"56,063",0.019,11,5096,vision
ernie,"56,921",0.019,46,1237,text
poolformer,"53,805",0.018000000000000002,7,7686,vision
mobilenet_v1,"52,497",0.018000000000000002,4,13124,vision
table-transformer,"50,885",0.017,6,8480,text
plbart,"50,784",0.017,63,806,text
mvp,"47,975",0.016,22,2180,text
vilt,"44,585",0.015,18,2476,vision
nystromformer,"44,026",0.015,20,2201,text
luke,"44,239",0.015,54,819,text
vit_mae,"40,585",0.013999999999999999,8,5073,text
rembert,"42,168",0.013999999999999999,20,2108,text
unispeech-sat,"38,663",0.013,76,508,audio
blenderbot-small,"39,588",0.013,12,3299,text
data2vec-audio,"35,628",0.012,24,1484,audio
perceiver,"33,291",0.011000000000000001,30,1109,vision
transfo-xl,"29,208",0.01,15,1947,text
timesformer,"29,843",0.01,15,1989,text
switch_transformers,"30,161",0.01,21,1436,text
speech_to_text,"30,294",0.01,29,1044,audio
prophetnet,"30,949",0.01,19,1628,text
pegasus_x,"28,568",0.01,11,2597,text
markuplm,"28,523",0.01,10,2852,text
dpt,"30,307",0.01,8,3788,vision
ctrl,"30,854",0.01,27,1142,text
deformable_detr,"27,622",0.009000000000000001,7,3946,text
wav2vec2-conformer,"22,726",0.008,26,874,audio
swinv2,"22,589",0.008,25,903,vision
rag,"23,198",0.008,16,1449,text
reformer,"22,280",0.006999999999999999,16,1392,text
megatron-bert,"22,015",0.006999999999999999,34,647,text
git,"20,661",0.006999999999999999,21,983,text
canine,"19,871",0.006999999999999999,35,567,text
audio-spectrogram-transformer,"19,861",0.006999999999999999,16,1241,audio
videomae,"18,186",0.006,45,404,text
unispeech,"18,732",0.006,120,156,audio
regnet,"18,503",0.006,36,513,vision
nezha,"19,305",0.006,12,1608,text
blip,"18,751",0.006,11,1704,vision
xlm-roberta-xl,"16,090",0.005,16,1005,text
splinter,"14,562",0.005,31,469,text
speech-encoder-decoder,"14,696",0.005,178,82,audio
sew-d,"14,735",0.005,23,640,audio
sew,"14,633",0.005,15,975,audio
lilt,"16,146",0.005,43,375,text
groupvit,"16,470",0.005,5,3294,text
cvt,"15,811",0.005,13,1216,vision
biogpt,"16,079",0.005,3,5359,text
vit_msn,"12,134",0.004,7,1733,vision
visual_bert,"12,922",0.004,15,861,text
glpn,"13,003",0.004,41,317,text
bert-generation,"12,039",0.004,2,6019,text
yoso,"10,348",0.003,13,796,text
xclip,"10,411",0.003,19,547,text
roc_bert,"9,433",0.003,13,725,text
retribert,"9,213",0.003,2,4606,text
mask2former,"8,016",0.003,30,267,text
imagegpt,"8,027",0.003,8,1003,vision
gpt_neox_japanese,"7,728",0.003,3,2576,text
flava,"6,295",0.002,4,1573,text
conditional_detr,"4,933",0.002,3,1644,text
chinese_clip,"4,546",0.002,4,1136,vision
vision-text-dual-encoder,"3,612",0.001,17,212,text
van,"4,159",0.001,8,519,vision
swin2sr,"2,461",0.001,7,351,text
speecht5,"2,350",0.001,3,783,audio
realm,"1,711",0.001,10,171,text
oneformer,"3,827",0.001,7,546,text
mctct,"4,187",0.001,8,523,audio
donut-swin,"3,636",0.001,2,1818,text
bridgetower,"3,744",0.001,5,748,text
blip-2,"2,017",0.001,7,288,text
xmod,579,0.0,9,64,text
xlm-prophetnet,"1,395",0.0,9,155,text
vit_hybrid,0,0.0,0,0,vision
upernet,473,0.0,9,52,vision
trajectory_transformer,198,0.0,16,12,text
time_series_transformer,"1,206",0.0,4,301,text
speech_to_text_2,0,0.0,0,0,text
roberta-prelayernorm,"1,055",0.0,10,105,text
qdqbert,0,0.0,0,0,text
nat,430,0.0,4,107,vision
maskformer-swin,0,0.0,0,0,vision
jukebox,742,0.0,6,123,text
graphormer,93,0.0,2,46,text
gpt-sw3,0,0.0,0,0,text
efficientformer,25,0.0,3,8,vision
dinat,423,0.0,7,60,vision
deta,817,0.0,6,136,text
decision_transformer,693,0.0,25,27,text
bit,216,0.0,1,216,vision
altclip,408,0.0,2,204,vision