model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"125,370,950",21.828,23240,5394,text
vit,"70,957,635",12.354,1406,50467,vision
wav2vec2,"63,458,536",11.048,5592,11348,audio
xlm-roberta,"47,625,643",8.292,4029,11820,text
roberta,"32,257,969",5.6160000000000005,8489,3799,text
resnet,"32,087,243",5.587000000000001,185,173444,vision
distilbert,"30,136,344",5.247,8780,3432,text
gpt2,"25,079,932",4.367,11645,2153,text
clip,"19,978,991",3.4779999999999998,150,133193,vision
convnext,"12,403,158",2.1590000000000003,146,84953,vision
t5,"11,959,450",2.0820000000000003,7943,1505,text
bart,"10,909,435",1.899,3051,3575,text
deberta,"9,581,260",1.6680000000000001,386,24821,text
layoutlmv3,"8,549,344",1.488,304,28122,vision
albert,"5,553,925",0.967,1036,5360,text
electra,"4,923,260",0.857,1330,3701,text
hubert,"4,853,919",0.845,175,27736,audio
mpnet,"4,549,849",0.792,934,4871,text
bloom,"4,169,904",0.726,429,9720,text
marian,"4,083,230",0.711,2443,1671,text
camembert,"3,434,285",0.598,707,4857,text
layoutlm,"3,318,463",0.5780000000000001,139,23873,vision
longformer,"2,919,121",0.508,282,10351,text
yolos,"2,609,901",0.45399999999999996,36,72497,text
vision-encoder-decoder,"2,001,466",0.348,712,2811,vision
clipseg,"1,981,121",0.345,5,396224,vision
opt,"1,608,243",0.27999999999999997,462,3481,text
llama,"1,546,356",0.269,1299,1190,text
deberta-v2,"1,493,338",0.26,745,2004,text
gpt_neox,"1,487,389",0.259,765,1944,text
convbert,"1,330,582",0.232,63,21120,text
pegasus,"1,253,444",0.218,582,2153,text
mbart,"1,220,090",0.212,812,1502,text
beit,"1,185,692",0.20600000000000002,147,8065,vision
whisper,"1,162,949",0.202,2620,443,audio
fnet,"1,122,078",0.19499999999999998,45,24935,text
wavlm,"955,479",0.166,113,8455,audio
gptj,"884,034",0.154,421,2099,text
m2m_100,"880,697",0.153,365,2412,text
gpt_neo,"852,950",0.149,649,1314,text
blip,"747,077",0.13,51,14648,vision
glpn,"562,066",0.098,56,10036,text
blenderbot,"545,378",0.095,44,12394,text
esm,"538,779",0.094,185,2912,text
trocr,"496,335",0.086,22,22560,text
mt5,"489,557",0.08499999999999999,2020,242,text
transfo-xl,"368,099",0.064,19,19373,text
detr,"369,360",0.064,223,1656,text
layoutlmv2,"348,322",0.061,158,2204,vision
dpr,"348,122",0.061,104,3347,text
mobilebert,"318,804",0.055999999999999994,253,1260,text
codegen,"319,345",0.055999999999999994,114,2801,text
xlnet,"313,150",0.055,235,1332,text
vit_mae,"302,765",0.053,15,20184,text
swin,"290,036",0.05,412,703,vision
longt5,"260,481",0.045,130,2003,text
segformer,"244,276",0.043,385,634,vision
xlm,"242,503",0.042,34,7132,text
dpt,"222,876",0.039,11,20261,vision
flaubert,"220,992",0.038,66,3348,text
encoder-decoder,"213,920",0.037,360,594,text
roformer,"184,558",0.032,35,5273,text
luke,"177,718",0.031,57,3117,text
bigbird_pegasus,"167,098",0.029,33,5063,text
speech_to_text,"159,360",0.027999999999999997,33,4829,audio
mask2former,"156,550",0.027,56,2795,text
tapas,"149,400",0.026,82,1821,vision
squeezebert,"147,648",0.026,32,4614,text
mobilevit,"143,134",0.025,26,5505,vision
ibert,"129,373",0.023,22,5880,text
fsmt,"129,861",0.023,36,3607,text
data2vec-text,"129,768",0.023,29,4474,text
data2vec-audio,"131,271",0.023,32,4102,audio
led,"122,656",0.021,216,567,text
markuplm,"113,857",0.02,22,5175,text
blip-2,"110,900",0.019,24,4620,vision
unispeech-sat,"102,697",0.018000000000000002,84,1222,audio
vilt,"99,908",0.017,21,4757,vision
table-transformer,"96,519",0.017,22,4387,text
owlvit,"97,296",0.017,9,10810,text
nystromformer,"99,254",0.017,26,3817,text
audio-spectrogram-transformer,"97,663",0.017,91,1073,audio
deit,"93,259",0.016,21,4440,vision
pix2struct,"86,719",0.015,37,2343,text
mobilenet_v2,"81,872",0.013999999999999999,20,4093,vision
upernet,"75,678",0.013,11,6879,vision
openai-gpt,"73,259",0.013,16,4578,text
poolformer,"66,605",0.012,9,7400,vision
mobilenet_v1,"68,635",0.012,10,6863,vision
levit,"68,247",0.012,14,4874,vision
data2vec-vision,"69,829",0.012,12,5819,vision
big_bird,"69,609",0.012,198,351,text
wav2vec2-conformer,"62,832",0.011000000000000001,33,1904,audio
unispeech,"58,584",0.01,124,472,audio
sew-d,"58,128",0.01,25,2325,audio
sew,"58,026",0.01,18,3223,audio
plbart,"56,434",0.01,82,688,text
git,"49,112",0.009000000000000001,81,606,text
xclip,"47,575",0.008,20,2378,text
speecht5,"45,274",0.008,79,573,audio
ernie,"44,653",0.008,68,656,text
canine,"47,257",0.008,140,337,text
biogpt,"44,317",0.008,43,1030,text
xglm,"38,715",0.006999999999999999,118,328,text
timesformer,"33,039",0.006,23,1436,text
prophetnet,"36,418",0.006,25,1456,text
blenderbot-small,"34,183",0.006,19,1799,text
videomae,"31,331",0.005,127,246,text
rag,"28,305",0.005,16,1769,text
mvp,"27,552",0.005,28,984,text
switch_transformers,"21,705",0.004,26,834,text
splinter,"24,955",0.004,34,733,text
perceiver,"24,538",0.004,36,681,vision
pegasus_x,"21,970",0.004,28,784,text
oneformer,"23,991",0.004,11,2181,text
imagegpt,"21,710",0.004,11,1973,vision
ctrl,"23,462",0.004,31,756,text
chinese_clip,"21,749",0.004,8,2718,vision
visual_bert,"17,829",0.003,18,990,text
swinv2,"16,472",0.003,40,411,vision
rembert,"14,667",0.003,28,523,text
regnet,"17,079",0.003,39,437,vision
maskformer,"20,066",0.003,50,401,vision
lilt,"17,441",0.003,88,198,text
funnel,"18,204",0.003,48,379,text
deformable_detr,"14,979",0.003,11,1361,text
yoso,"11,636",0.002,20,581,text
xmod,"13,792",0.002,26,530,text
speech-encoder-decoder,"11,394",0.002,181,62,audio
reformer,"11,815",0.002,20,590,text
lxmert,"12,261",0.002,16,766,text
groupvit,"11,775",0.002,6,1962,text
gpt_neox_japanese,"11,359",0.002,6,1893,text
donut-swin,"13,396",0.002,3,4465,text
cvt,"10,125",0.002,18,562,vision
clap,"13,675",0.002,8,1709,text
bridgetower,"12,601",0.002,8,1575,text
xlm-roberta-xl,"7,900",0.001,24,329,text
vit_msn,"8,066",0.001,10,806,vision
swin2sr,"3,486",0.001,9,387,text
roc_bert,"7,480",0.001,21,356,text
roberta-prelayernorm,"5,727",0.001,25,229,text
retribert,"8,457",0.001,2,4228,text
realm,"3,546",0.001,10,354,text
nezha,"3,318",0.001,20,165,text
mgp-str,"6,972",0.001,3,2324,text
megatron-bert,"8,098",0.001,52,155,text
flava,"6,681",0.001,6,1113,text
efficientnet,"4,014",0.001,18,223,vision
convnextv2,"3,494",0.001,26,134,vision
bert-generation,"7,349",0.001,2,3674,text
align,"4,334",0.001,4,1083,vision
xlm-prophetnet,"1,548",0.0,9,172,text
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,720,0.0,29,24,text
van,"1,238",0.0,10,123,vision
tvlt,791,0.0,6,131,text
trajectory_transformer,347,0.0,16,21,text
time_series_transformer,"1,517",0.0,6,252,text
speech_to_text_2,0,0.0,0,0,text
qdqbert,0,0.0,0,0,text
nat,370,0.0,10,37,vision
mctct,"1,387",0.0,10,138,audio
maskformer-swin,0,0.0,0,0,vision
jukebox,"1,005",0.0,6,167,text
informer,582,0.0,3,194,text
graphormer,986,0.0,3,328,text
gptsan-japanese,"1,308",0.0,3,436,text
gpt-sw3,0,0.0,0,0,text
ernie_m,"1,294",0.0,21,61,text
efficientformer,"1,518",0.0,13,116,vision
dinat,429,0.0,13,33,vision
deta,"1,884",0.0,11,171,text
decision_transformer,"1,121",0.0,52,21,text
conditional_detr,"2,453",0.0,12,204,text
bit,"1,294",0.0,7,184,vision
altclip,"1,746",0.0,5,349,vision