data_37_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"111,105,091",21.376,27523,4036,text
wav2vec2,"62,816,590",12.086,6464,9717,audio
roberta,"57,707,067",11.103,10291,5607,text
distilbert,"33,714,647",6.487,11199,3010,text
clip,"29,174,656",5.6129999999999995,188,155184,vision
gpt2,"22,879,914",4.401999999999999,13815,1656,text
t5,"21,671,805",4.17,10187,2127,text
xlm-roberta,"18,430,765",3.546,4930,3738,text
llama,"15,233,892",2.931,6408,2377,text
deberta-v2,"12,032,777",2.315,1074,11203,text
mpnet,"11,153,483",2.146,1144,9749,text
vit,"8,527,144",1.641,2285,3731,vision
deberta,"8,483,559",1.6320000000000001,456,18604,text
bart,"8,216,659",1.5810000000000002,3533,2325,text
albert,"7,595,047",1.461,1124,6757,text
resnet,"7,046,368",1.3559999999999999,255,27632,vision
camembert,"6,662,827",1.282,895,7444,text
marian,"6,135,645",1.18,2797,2193,text
musicgen,"5,777,313",1.1119999999999999,22,262605,text
electra,"4,966,075",0.955,1448,3429,text
layoutlmv3,"4,633,681",0.8920000000000001,518,8945,vision
bloom,"3,333,982",0.641,611,5456,text
opt,"3,248,780",0.625,653,4975,text
dpt,"3,210,788",0.618,16,200674,vision
longformer,"2,793,806",0.538,345,8097,text
vision-encoder-decoder,"2,624,721",0.505,1133,2316,vision
mpt,"2,560,290",0.49300000000000005,228,11229,text
gpt_neox,"2,564,446",0.49300000000000005,1293,1983,text
hubert,"1,793,380",0.345,503,3565,audio
convbert,"1,781,502",0.34299999999999997,64,27835,text
blip,"1,729,338",0.333,81,21349,vision
gpt_neo,"1,667,793",0.321,936,1781,text
fnet,"1,452,150",0.27899999999999997,45,32270,text
layoutlm,"1,276,168",0.246,183,6973,vision
whisper,"1,104,125",0.212,4280,257,audio
gptj,"1,097,921",0.211,511,2148,text
mobilebert,"1,041,859",0.2,268,3887,text
mt5,"999,047",0.192,2293,435,text
m2m_100,"938,347",0.181,427,2197,text
beit,"929,111",0.179,221,4204,vision
detr,"925,493",0.178,387,2391,text
blenderbot,"866,898",0.167,51,16998,text
clipseg,"785,263",0.151,5,157052,vision
pegasus,"702,349",0.135,663,1059,text
mbart,"701,397",0.135,1460,480,text
esm,"683,764",0.132,296,2310,text
trocr,"624,654",0.12,22,28393,text
owlvit,"622,142",0.12,10,62214,text
audio-spectrogram-transformer,"595,424",0.11499999999999999,159,3744,audio
yolos,"557,989",0.107,79,7063,text
gpt_bigcode,"541,498",0.104,219,2472,text
codegen,"491,364",0.095,135,3639,text
longt5,"466,529",0.09,199,2344,text
layoutlmv2,"462,454",0.089,172,2688,vision
segformer,"459,028",0.08800000000000001,498,921,vision
flaubert,"401,473",0.077,77,5213,text
xlm,"359,374",0.06899999999999999,44,8167,text
wavlm,"356,174",0.06899999999999999,119,2993,audio
roformer,"349,079",0.067,42,8311,text
blip-2,"331,841",0.064,50,6636,vision
dpr,"306,555",0.059000000000000004,109,2812,text
pix2struct,"302,240",0.058,61,4954,vision
table-transformer,"278,310",0.054,30,9277,text
convnextv2,"267,984",0.052,48,5583,vision
videomae,"227,116",0.044000000000000004,244,930,text
xlnet,"224,824",0.043,273,823,text
squeezebert,"222,460",0.043,34,6542,text
git,"223,868",0.043,114,1963,vision
data2vec-text,"214,917",0.041,29,7410,text
speech_to_text,"206,128",0.04,33,6246,audio
ibert,"207,067",0.04,25,8282,text
bark,"191,237",0.037,10,19123,text
fsmt,"186,169",0.036000000000000004,36,5171,text
swin,"174,277",0.034,525,331,vision
nystromformer,"170,419",0.033,26,6554,text
data2vec-audio,"169,320",0.033,38,4455,audio
deit,"163,688",0.031,29,5644,vision
vit_mae,"141,394",0.027,21,6733,text
unispeech-sat,"133,860",0.026,85,1574,audio
sam,"136,919",0.026,23,5953,text
mobilenet_v2,"134,079",0.026,40,3351,vision
mobilevit,"128,226",0.025,47,2728,vision
encodec,"131,251",0.025,9,14583,text
convnext,"130,602",0.025,157,831,vision
mobilenet_v1,"123,803",0.024,10,12380,vision
data2vec-vision,"125,131",0.024,12,10427,vision
poolformer,"120,607",0.023,9,13400,vision
levit,"119,335",0.023,14,8523,vision
ernie,"119,986",0.023,73,1643,text
deta,"117,687",0.023,17,6922,text
tapas,"116,421",0.022000000000000002,82,1419,vision
biogpt,"114,692",0.022000000000000002,49,2340,text
wav2vec2-conformer,"107,600",0.021,38,2831,audio
falcon,"96,192",0.019,75,1282,text
xglm,"93,540",0.018000000000000002,131,714,text
vilt,"92,418",0.018000000000000002,36,2567,vision
unispeech,"91,206",0.018000000000000002,124,735,audio
sew-d,"87,597",0.017,25,3503,audio
sew,"87,339",0.017,18,4852,audio
markuplm,"81,934",0.016,22,3724,text
led,"85,188",0.016,248,343,text
instructblip,"84,270",0.016,15,5618,vision
decision_transformer,"76,354",0.015,1083,70,text
mask2former,"64,879",0.012,64,1013,text
lilt,"60,717",0.012,105,578,text
glpn,"62,898",0.012,58,1084,text
efficientnet,"62,278",0.012,21,2965,vision
speecht5,"56,373",0.011000000000000001,465,121,audio
prophetnet,"55,420",0.011000000000000001,29,1911,text
dinov2,"55,025",0.011000000000000001,7,7860,vision
big_bird,"59,371",0.011000000000000001,293,202,text
bigbird_pegasus,"54,293",0.01,44,1233,text
openai-gpt,"47,764",0.009000000000000001,36,1326,text
luke,"45,478",0.009000000000000001,58,784,text
encoder-decoder,"44,565",0.009000000000000001,403,110,text
switch_transformers,"40,165",0.008,29,1385,text
plbart,"40,026",0.008,90,444,text
oneformer,"40,373",0.008,12,3364,text
megatron-bert,"39,170",0.008,57,687,text
cvt,"41,820",0.008,18,2323,vision
upernet,"35,851",0.006999999999999999,14,2560,vision
perceiver,"34,513",0.006999999999999999,38,908,vision
mvp,"35,066",0.006999999999999999,28,1252,text
imagegpt,"36,303",0.006999999999999999,11,3300,vision
blenderbot-small,"38,728",0.006999999999999999,20,1936,text
splinter,"33,662",0.006,34,990,text
regnet,"32,847",0.006,40,821,vision
pegasus_x,"31,526",0.006,48,656,text
chinese_clip,"32,985",0.006,9,3665,vision
visual_bert,"26,514",0.005,18,1473,text
timesformer,"24,919",0.005,26,958,text
rembert,"25,878",0.005,28,924,text
clap,"27,497",0.005,9,3055,text
xclip,"23,074",0.004,20,1153,text
donut-swin,"21,351",0.004,3,7117,text
vit_msn,"17,222",0.003,10,1722,vision
swinv2,"13,796",0.003,81,170,vision
rwkv,"13,548",0.003,79,171,text
roc_bert,"15,687",0.003,21,747,text
rag,"17,829",0.003,17,1048,text
maskformer,"15,340",0.003,64,239,vision
idefics,"17,472",0.003,9,1941,text
groupvit,"14,172",0.003,6,2362,text
funnel,"17,196",0.003,51,337,text
deformable_detr,"14,042",0.003,15,936,text
ctrl,"17,798",0.003,32,556,text
bridgetower,"16,724",0.003,8,2090,text
align,"17,121",0.003,4,4280,vision
xmod,"12,446",0.002,108,115,text
transfo-xl,"10,395",0.002,21,495,text
swin2sr,"8,663",0.002,9,962,text
speech-encoder-decoder,"8,842",0.002,205,43,audio
reformer,"8,931",0.002,20,446,text
mra,"9,641",0.002,8,1205,text
lxmert,"9,086",0.002,16,567,text
flava,"9,369",0.002,18,520,text
cpmant,"11,137",0.002,1,11137,text
canine,"12,304",0.002,137,89,text
bert-generation,"12,194",0.002,2,6097,text
yoso,"6,315",0.001,19,332,text
xlm-roberta-xl,"5,255",0.001,26,202,text
vivit,"5,278",0.001,5,1055,text
vits,"6,587",0.001,1158,5,text
umt5,"2,761",0.001,18,153,text
roberta-prelayernorm,"6,269",0.001,26,241,text
pvt,"2,920",0.001,10,292,vision
nezha,"5,884",0.001,20,294,text
mobilevitv2,"6,985",0.001,12,582,vision
mgp-str,"4,305",0.001,4,1076,text
mega,"6,086",0.001,27,225,text
gpt_neox_japanese,"6,047",0.001,6,1007,text
ernie_m,"3,354",0.001,22,152,text
conditional_detr,"2,608",0.001,15,173,text
altclip,"5,790",0.001,5,1158,vision
xlm-prophetnet,823,0.0,11,74,text
vitdet,0,0.0,0,0,vision
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,977,0.0,53,18,text
van,154,0.0,11,14,vision
tvlt,"1,906",0.0,6,317,text
trajectory_transformer,40,0.0,16,2,text
timm_backbone,0,0.0,0,0,vision
time_series_transformer,982,0.0,15,65,text
swiftformer,"2,299",0.0,6,383,vision
speech_to_text_2,0,0.0,0,0,text
retribert,243,0.0,2,121,text
realm,"1,257",0.0,10,125,text
qdqbert,7,0.0,1,7,text
pop2piano,0,0.0,0,0,audio
open-llama,0,0.0,3,0,text
nllb-moe,"1,758",0.0,4,439,text
nat,435,0.0,10,43,vision
mctct,394,0.0,10,39,audio
maskformer-swin,0,0.0,0,0,vision
jukebox,754,0.0,6,125,text
informer,692,0.0,3,230,text
graphormer,689,0.0,7,98,text
gptsan-japanese,"1,308",0.0,3,436,text
gpt-sw3,0,0.0,0,0,text
focalnet,"1,240",0.0,18,68,vision
efficientformer,"2,558",0.0,14,182,vision
dinat,365,0.0,13,28,vision
code_llama,0,0.0,0,0,text
bit,"2,045",0.0,8,255,vision
autoformer,"1,590",0.0,7,227,text