model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"129,576,774",20.284,22296,5811,text
vit,"123,042,962",19.261,1313,93711,vision
wav2vec2,"64,623,303",10.116,5516,11715,audio
xlm-roberta,"42,463,442",6.647,3814,11133,text
roberta,"35,185,695",5.508,8200,4290,text
distilbert,"30,773,416",4.817,8432,3649,text
resnet,"30,558,879",4.784,172,177667,vision
gpt2,"29,256,612",4.58,11349,2577,text
clip,"22,056,151",3.453,150,147041,vision
t5,"13,776,291",2.157,7609,1810,text
bart,"13,239,022",2.072,2995,4420,text
convnext,"12,400,421",1.941,140,88574,vision
layoutlmv3,"10,102,327",1.5810000000000002,274,36869,vision
deberta,"8,148,134",1.275,360,22633,text
albert,"5,932,393",0.9289999999999999,1022,5804,text
hubert,"5,761,896",0.902,168,34297,audio
electra,"4,793,456",0.75,1290,3715,text
bloom,"4,492,493",0.703,386,11638,text
marian,"4,329,553",0.6779999999999999,2421,1788,text
mpnet,"3,691,488",0.5780000000000001,677,5452,text
longformer,"3,628,629",0.5680000000000001,278,13052,text
camembert,"3,426,003",0.536,685,5001,text
layoutlm,"3,222,436",0.504,129,24980,vision
clipseg,"2,296,464",0.359,5,459292,vision
opt,"1,904,398",0.298,432,4408,text
gpt_neox,"1,608,834",0.252,657,2448,text
deberta-v2,"1,553,186",0.243,712,2181,text
vision-encoder-decoder,"1,511,605",0.23700000000000002,657,2300,vision
yolos,"1,465,284",0.22899999999999998,32,45790,text
convbert,"1,256,882",0.197,62,20272,text
whisper,"1,208,609",0.189,2515,480,audio
llama,"1,175,782",0.184,1007,1167,text
gptj,"1,089,656",0.17099999999999999,403,2703,text
fnet,"1,052,920",0.165,45,23398,text
mbart,"1,024,655",0.16,803,1276,text
blip,"991,658",0.155,40,24791,vision
gpt_neo,"931,551",0.146,628,1483,text
beit,"927,454",0.145,144,6440,vision
m2m_100,"831,152",0.13,357,2328,text
pegasus,"822,670",0.129,570,1443,text
glpn,"615,232",0.096,43,14307,text
blenderbot,"568,955",0.089,44,12930,text
esm,"561,272",0.08800000000000001,171,3282,text
vit_mae,"468,022",0.073,15,31201,text
dpr,"468,600",0.073,103,4549,text
mt5,"450,017",0.06999999999999999,1983,226,text
wavlm,"359,795",0.055999999999999994,108,3331,audio
layoutlmv2,"354,657",0.055999999999999994,151,2348,vision
codegen,"338,584",0.053,110,3078,text
detr,"328,167",0.051000000000000004,205,1600,text
xlnet,"314,185",0.049,226,1390,text
trocr,"312,551",0.049,22,14206,text
mobilebert,"288,500",0.045,252,1144,text
dpt,"289,498",0.045,11,26318,vision
swin,"272,452",0.043,386,705,vision
segformer,"258,963",0.041,354,731,vision
encoder-decoder,"264,833",0.041,372,711,text
xlm,"250,306",0.039,33,7585,text
longt5,"237,929",0.037,116,2051,text
flaubert,"230,535",0.036000000000000004,64,3602,text
mobilevit,"217,465",0.034,24,9061,vision
luke,"215,818",0.034,60,3596,text
roformer,"205,061",0.032,35,5858,text
blip-2,"203,431",0.032,24,8476,vision
squeezebert,"167,181",0.026,31,5392,text
speech_to_text,"165,074",0.026,31,5324,audio
mask2former,"169,219",0.026,52,3254,text
fsmt,"152,154",0.024,36,4226,text
data2vec-text,"145,345",0.023,29,5011,text
tapas,"139,227",0.022000000000000002,82,1697,vision
ibert,"140,745",0.022000000000000002,22,6397,text
data2vec-audio,"141,630",0.022000000000000002,32,4425,audio
vilt,"132,185",0.021,20,6609,vision
deit,"134,323",0.021,21,6396,vision
nystromformer,"106,367",0.017,26,4091,text
led,"111,098",0.017,198,561,text
audio-spectrogram-transformer,"106,870",0.017,86,1242,audio
upernet,"99,339",0.016,11,9030,vision
owlvit,"94,438",0.015,9,10493,text
markuplm,"98,459",0.015,20,4922,text
bigbird_pegasus,"93,068",0.015,30,3102,text
table-transformer,"91,480",0.013999999999999999,18,5082,text
unispeech-sat,"84,314",0.013,84,1003,audio
mobilenet_v2,"85,187",0.013,20,4259,vision
big_bird,"82,107",0.013,191,429,text
mobilenet_v1,"74,920",0.012,10,7492,vision
levit,"74,864",0.012,14,5347,vision
data2vec-vision,"78,024",0.012,12,6502,vision
poolformer,"72,460",0.011000000000000001,9,8051,vision
pix2struct,"67,669",0.011000000000000001,32,2114,text
openai-gpt,"69,369",0.011000000000000001,15,4624,text
canine,"67,570",0.011000000000000001,135,500,text
wav2vec2-conformer,"64,854",0.01,33,1965,audio
git,"61,088",0.01,74,825,text
clap,"66,071",0.01,8,8258,text
unispeech,"60,527",0.009000000000000001,124,488,audio
sew-d,"59,718",0.009000000000000001,25,2388,audio
sew,"59,663",0.009000000000000001,18,3314,audio
ernie,"55,688",0.009000000000000001,66,843,text
biogpt,"57,924",0.009000000000000001,41,1412,text
xglm,"48,392",0.008,120,403,text
xclip,"42,889",0.006999999999999999,20,2144,text
timesformer,"35,211",0.006,23,1530,text
speecht5,"40,634",0.006,60,677,audio
prophetnet,"39,437",0.006,24,1643,text
plbart,"38,299",0.006,79,484,text
oneformer,"40,636",0.006,11,3694,text
perceiver,"30,682",0.005,36,852,vision
blenderbot-small,"33,499",0.005,19,1763,text
videomae,"23,939",0.004,117,204,text
transfo-xl,"25,809",0.004,18,1433,text
switch_transformers,"22,776",0.004,26,876,text
splinter,"28,530",0.004,34,839,text
rembert,"24,231",0.004,28,865,text
rag,"28,210",0.004,16,1763,text
mvp,"27,667",0.004,28,988,text
maskformer,"24,317",0.004,50,486,vision
imagegpt,"23,338",0.004,11,2121,vision
funnel,"25,715",0.004,47,547,text
ctrl,"27,946",0.004,31,901,text
visual_bert,"18,302",0.003,17,1076,text
swinv2,"22,296",0.003,40,557,vision
retribert,"18,505",0.003,2,9252,text
regnet,"20,550",0.003,39,526,vision
pegasus_x,"19,599",0.003,26,753,text
lilt,"21,240",0.003,78,272,text
chinese_clip,"17,278",0.003,8,2159,vision
bert-generation,"22,070",0.003,2,11035,text
yoso,"10,650",0.002,19,560,text
xmod,"15,742",0.002,26,605,text
xlm-roberta-xl,"14,271",0.002,24,594,text
vit_msn,"12,288",0.002,10,1228,vision
speech-encoder-decoder,"11,849",0.002,180,65,audio
roc_bert,"11,476",0.002,21,546,text
roberta-prelayernorm,"11,807",0.002,27,437,text
reformer,"15,064",0.002,20,753,text
megatron-bert,"12,881",0.002,49,262,text
lxmert,"15,814",0.002,16,988,text
groupvit,"14,042",0.002,6,2340,text
gpt_neox_japanese,"11,788",0.002,5,2357,text
donut-swin,"15,086",0.002,3,5028,text
deformable_detr,"10,843",0.002,11,985,text
cvt,"12,575",0.002,18,698,vision
bridgetower,"12,620",0.002,8,1577,text
swin2sr,"5,549",0.001,9,616,text
realm,"5,331",0.001,10,533,text
nezha,"6,777",0.001,20,338,text
mgp-str,"6,310",0.001,3,2103,text
flava,"9,301",0.001,6,1550,text
efficientnet,"5,677",0.001,17,333,vision
convnextv2,"5,071",0.001,26,195,vision
conditional_detr,"3,917",0.001,11,356,text
align,"5,744",0.001,4,1436,vision
xlm-prophetnet,"1,243",0.0,10,124,text
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,"1,240",0.0,30,41,text
van,"2,435",0.0,10,243,vision
tvlt,"1,453",0.0,6,242,text
trajectory_transformer,333,0.0,16,20,text
time_series_transformer,"1,600",0.0,4,400,text
speech_to_text_2,0,0.0,0,0,text
qdqbert,0,0.0,0,0,text
nat,392,0.0,10,39,vision
mctct,"2,381",0.0,10,238,audio
maskformer-swin,0,0.0,0,0,vision
jukebox,"1,141",0.0,6,190,text
informer,638,0.0,1,638,text
graphormer,903,0.0,3,301,text
gptsan-japanese,"1,780",0.0,3,593,text
gpt-sw3,0,0.0,0,0,text
ernie_m,"2,886",0.0,20,144,text
efficientformer,"2,781",0.0,13,213,vision
dinat,343,0.0,13,26,vision
deta,"2,630",0.0,11,239,text
decision_transformer,"1,139",0.0,48,23,text
bit,"2,366",0.0,7,338,vision
altclip,"1,859",0.0,5,371,vision