data_19_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"132,734,287",23.608,21359,6214,text
wav2vec2,"61,798,525",10.992,5308,11642,audio
vit,"47,139,372",8.384,1171,40255,vision
roberta,"39,620,119",7.047000000000001,7746,5114,text
xlm-roberta,"35,379,673",6.293,3649,9695,text
gpt2,"31,713,845",5.641,11032,2874,text
distilbert,"26,207,220",4.661,7977,3285,text
resnet,"24,591,438",4.3740000000000006,150,163942,vision
clip,"22,173,748",3.9440000000000004,141,157260,vision
convnext,"21,262,146",3.782,126,168747,vision
t5,"18,592,116",3.3070000000000004,7093,2621,text
bart,"12,807,041",2.278,2878,4449,text
layoutlmv3,"10,019,500",1.7819999999999998,246,40729,vision
deberta,"7,847,128",1.396,327,23997,text
marian,"6,244,820",1.111,2354,2652,text
albert,"5,762,357",1.0250000000000001,956,6027,text
electra,"5,242,095",0.932,1256,4173,text
mpnet,"4,300,616",0.765,569,7558,text
bloom,"4,152,670",0.739,345,12036,text
hubert,"3,842,246",0.683,164,23428,audio
camembert,"3,562,729",0.634,659,5406,text
longformer,"3,246,084",0.577,267,12157,text
layoutlm,"2,704,582",0.481,126,21464,vision
vision-encoder-decoder,"2,023,076",0.36,570,3549,vision
deberta-v2,"1,690,906",0.301,678,2493,text
gptj,"1,588,335",0.28300000000000003,387,4104,text
opt,"1,442,034",0.256,404,3569,text
gpt_neox,"1,433,467",0.255,522,2746,text
clipseg,"1,411,449",0.251,5,282289,vision
llama,"1,291,061",0.22999999999999998,725,1780,text
convbert,"1,187,375",0.211,62,19151,text
mbart,"1,151,295",0.20500000000000002,779,1477,text
blip,"1,047,936",0.186,24,43664,vision
fnet,"966,007",0.172,45,21466,text
gpt_neo,"915,130",0.163,583,1569,text
pegasus,"907,217",0.161,552,1643,text
m2m_100,"821,476",0.146,342,2401,text
whisper,"603,439",0.107,2326,259,audio
yolos,"537,558",0.096,32,16798,text
blenderbot,"532,552",0.095,42,12679,text
beit,"504,691",0.09,142,3554,vision
mt5,"483,924",0.086,1886,256,text
codegen,"441,458",0.079,106,4164,text
layoutlmv2,"431,717",0.077,148,2917,vision
dpr,"434,711",0.077,102,4261,text
vit_mae,"326,203",0.058,15,21746,text
segformer,"284,866",0.051000000000000004,326,873,vision
mobilebert,"285,532",0.051000000000000004,250,1142,text
detr,"286,213",0.051000000000000004,191,1498,text
wavlm,"273,436",0.049,104,2629,audio
xlm,"271,629",0.048,33,8231,text
encoder-decoder,"272,024",0.048,363,749,text
flaubert,"255,962",0.046,61,4196,text
roformer,"251,329",0.045,35,7180,text
xlnet,"243,630",0.043,222,1097,text
longt5,"241,539",0.043,104,2322,text
dpt,"240,949",0.043,11,21904,vision
blip-2,"236,915",0.042,19,12469,vision
led,"231,962",0.041,181,1281,text
esm,"230,807",0.041,154,1498,text
swin,"205,562",0.037,358,574,vision
squeezebert,"197,609",0.034999999999999996,30,6586,text
trocr,"191,946",0.034,21,9140,text
data2vec-text,"182,593",0.032,29,6296,text
audio-spectrogram-transformer,"171,807",0.031,34,5053,audio
speech_to_text,"170,298",0.03,31,5493,audio
ibert,"169,533",0.03,21,8073,text
openai-gpt,"156,998",0.027999999999999997,15,10466,text
fsmt,"157,961",0.027999999999999997,34,4645,text
data2vec-audio,"153,095",0.027,32,4784,audio
vilt,"139,887",0.025,18,7771,vision
mobilevit,"138,817",0.025,22,6309,vision
deit,"130,788",0.023,20,6539,vision
table-transformer,"122,213",0.022000000000000002,17,7189,text
nystromformer,"123,494",0.022000000000000002,26,4749,text
luke,"123,564",0.022000000000000002,56,2206,text
mobilenet_v2,"104,586",0.019,20,5229,vision
unispeech-sat,"96,709",0.017,83,1165,audio
owlvit,"96,790",0.017,9,10754,text
mobilenet_v1,"94,268",0.017,9,10474,vision
markuplm,"94,062",0.017,20,4703,text
ernie,"96,609",0.017,65,1486,text
levit,"90,659",0.016,14,6475,vision
data2vec-vision,"92,453",0.016,12,7704,vision
tapas,"85,048",0.015,81,1049,vision
poolformer,"87,078",0.015,9,9675,vision
upernet,"78,477",0.013999999999999999,11,7134,vision
big_bird,"80,643",0.013999999999999999,187,431,text
mask2former,"75,142",0.013,44,1707,text
bigbird_pegasus,"72,329",0.013,29,2494,text
wav2vec2-conformer,"66,663",0.012,32,2083,audio
xclip,"60,031",0.011000000000000001,20,3001,text
unispeech,"61,899",0.011000000000000001,124,499,audio
sew-d,"61,058",0.011000000000000001,25,2442,audio
sew,"61,444",0.011000000000000001,18,3413,audio
glpn,"60,802",0.011000000000000001,43,1414,text
git,"59,403",0.011000000000000001,58,1024,text
clap,"64,104",0.011000000000000001,8,8013,text
biogpt,"56,561",0.01,41,1379,text
prophetnet,"49,947",0.009000000000000001,24,2081,text
blenderbot-small,"49,014",0.009000000000000001,19,2579,text
xglm,"47,191",0.008,112,421,text
rag,"42,436",0.008,16,2652,text
bert-generation,"44,978",0.008,2,22489,text
pix2struct,"38,581",0.006999999999999999,28,1377,text
canine,"38,569",0.006999999999999999,135,285,text
timesformer,"33,426",0.006,20,1671,text
splinter,"36,415",0.006,34,1071,text
rembert,"32,901",0.006,28,1175,text
regnet,"31,270",0.006,39,801,vision
plbart,"33,720",0.006,78,432,text
perceiver,"36,131",0.006,36,1003,vision
oneformer,"31,526",0.006,11,2866,text
switch_transformers,"25,619",0.005,26,985,text
swinv2,"29,730",0.005,40,743,vision
speecht5,"25,669",0.005,41,626,audio
mvp,"27,892",0.005,28,996,text
maskformer,"27,022",0.005,50,540,vision
lilt,"30,133",0.005,71,424,text
visual_bert,"22,942",0.004,17,1349,text
videomae,"20,154",0.004,88,229,text
transfo-xl,"20,805",0.004,18,1155,text
pegasus_x,"22,552",0.004,22,1025,text
imagegpt,"21,317",0.004,11,1937,vision
ctrl,"22,661",0.004,31,731,text
vit_msn,"19,473",0.003,10,1947,vision
roc_bert,"17,345",0.003,21,825,text
lxmert,"15,850",0.003,16,990,text
groupvit,"16,026",0.003,6,2671,text
funnel,"18,862",0.003,47,401,text
donut-swin,"17,103",0.003,3,5701,text
bridgetower,"14,978",0.003,5,2995,text
xmod,"11,077",0.002,26,426,text
xlm-roberta-xl,"11,612",0.002,23,504,text
speech-encoder-decoder,"12,250",0.002,180,68,audio
retribert,"13,022",0.002,2,6511,text
reformer,"12,138",0.002,20,606,text
megatron-bert,"9,937",0.002,49,202,text
gpt_neox_japanese,"9,750",0.002,5,1950,text
flava,"9,428",0.002,6,1571,text
deformable_detr,"12,047",0.002,11,1095,text
cvt,"11,512",0.002,15,767,vision
chinese_clip,"13,739",0.002,6,2289,vision
yoso,"7,519",0.001,19,395,text
swin2sr,"6,631",0.001,9,736,text
roberta-prelayernorm,"7,963",0.001,27,294,text
realm,"7,501",0.001,10,750,text
nezha,"5,221",0.001,20,261,text
mgp-str,"4,570",0.001,3,1523,text
efficientnet,"5,491",0.001,16,343,vision
decision_transformer,"4,008",0.001,48,83,text
convnextv2,"4,655",0.001,25,186,vision
conditional_detr,"3,060",0.001,9,340,text
align,"3,856",0.001,4,964,vision
xlm-prophetnet,702,0.0,10,70,text
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,"1,656",0.0,29,57,text
van,"2,029",0.0,10,202,vision
tvlt,"1,081",0.0,6,180,text
trajectory_transformer,384,0.0,16,24,text
time_series_transformer,"1,351",0.0,4,337,text
speech_to_text_2,0,0.0,0,0,text
qdqbert,0,0.0,0,0,text
nat,474,0.0,10,47,vision
mctct,"1,988",0.0,10,198,audio
maskformer-swin,0,0.0,0,0,vision
jukebox,"1,237",0.0,6,206,text
informer,846,0.0,1,846,text
graphormer,"1,088",0.0,3,362,text
gptsan-japanese,"1,547",0.0,3,515,text
gpt-sw3,0,0.0,0,0,text
ernie_m,"1,737",0.0,20,86,text
efficientformer,"1,790",0.0,11,162,vision
dinat,466,0.0,13,35,vision
deta,"2,809",0.0,11,255,text
bit,"1,704",0.0,7,243,vision
altclip,"2,770",0.0,5,554,vision