model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"147,994,301",28.33,24822,5962,text
wav2vec2,"65,466,661",12.531999999999998,5858,11175,audio
roberta,"50,209,252",9.612,9315,5390,text
xlm-roberta,"48,315,466",9.249,4310,11210,text
distilbert,"30,010,249",5.745,9842,3049,text
clip,"23,679,200",4.533,173,136873,vision
gpt2,"19,764,805",3.784,12551,1574,text
t5,"13,851,001",2.651,8721,1588,text
bart,"10,354,924",1.982,3201,3234,text
deberta-v2,"7,469,198",1.43,863,8654,text
albert,"7,446,173",1.425,1054,7064,text
clipseg,"7,323,060",1.402,5,1464612,vision
layoutlmv3,"6,660,420",1.275,378,17620,vision
vit,"6,592,553",1.262,1724,3823,vision
deberta,"6,321,985",1.21,427,14805,text
marian,"6,011,174",1.151,2536,2370,text
electra,"4,427,243",0.848,1360,3255,text
mpnet,"4,321,819",0.827,1043,4143,text
llama,"4,284,102",0.8200000000000001,2102,2038,text
resnet,"3,992,839",0.764,207,19289,vision
camembert,"3,869,164",0.741,839,4611,text
hubert,"3,820,008",0.731,276,13840,audio
layoutlm,"3,801,369",0.728,161,23610,vision
longformer,"2,641,677",0.506,312,8466,text
bloom,"2,303,832",0.441,516,4464,text
vision-encoder-decoder,"2,126,508",0.407,866,2455,vision
opt,"2,027,603",0.388,509,3983,text
gpt_neox,"1,517,983",0.291,964,1574,text
gptj,"1,353,339",0.259,461,2935,text
convbert,"1,305,525",0.25,64,20398,text
mbart,"1,284,873",0.246,1282,1002,text
gpt_neo,"1,134,783",0.217,824,1377,text
yolos,"1,013,428",0.194,45,22520,text
fnet,"991,729",0.19,45,22038,text
blip,"992,746",0.19,65,15273,vision
beit,"904,980",0.173,188,4813,vision
m2m_100,"822,611",0.157,391,2103,text
pegasus,"756,366",0.145,610,1239,text
wavlm,"751,828",0.14400000000000002,119,6317,audio
blenderbot,"754,494",0.14400000000000002,47,16053,text
detr,"721,793",0.13799999999999998,290,2488,text
whisper,"690,359",0.132,2989,230,audio
mt5,"603,886",0.116,2141,282,text
codegen,"595,515",0.11399999999999999,131,4545,text
trocr,"556,976",0.107,22,25317,text
perceiver,"462,375",0.089,37,12496,vision
mobilebert,"450,565",0.086,257,1753,text
segformer,"437,441",0.084,415,1054,vision
flaubert,"404,902",0.078,72,5623,text
xlm,"341,692",0.065,34,10049,text
esm,"341,522",0.065,211,1618,text
roformer,"329,214",0.063,35,9406,text
longt5,"327,372",0.063,174,1881,text
layoutlmv2,"315,485",0.06,163,1935,vision
xlnet,"261,576",0.05,248,1054,text
deit,"240,587",0.046,25,9623,vision
speech_to_text,"233,103",0.045,33,7063,audio
blip-2,"219,379",0.042,39,5625,vision
vit_mae,"206,712",0.04,16,12919,text
squeezebert,"210,756",0.04,32,6586,text
data2vec-text,"199,211",0.038,29,6869,text
audio-spectrogram-transformer,"200,779",0.038,121,1659,audio
ibert,"189,093",0.036000000000000004,24,7878,text
table-transformer,"175,195",0.034,19,9220,text
luke,"178,445",0.034,58,3076,text
swin,"169,558",0.032,456,371,vision
vilt,"161,085",0.031,28,5753,vision
openai-gpt,"160,817",0.031,17,9459,text
dpr,"160,571",0.031,107,1500,text
fsmt,"151,959",0.029,36,4221,text
data2vec-audio,"150,195",0.029,35,4291,audio
nystromformer,"145,148",0.027999999999999997,29,5005,text
dpt,"142,260",0.027,11,12932,vision
vit_msn,"125,014",0.024,10,12501,vision
owlvit,"127,925",0.024,9,14213,text
mobilenet_v2,"125,229",0.024,23,5444,vision
markuplm,"125,215",0.024,22,5691,text
git,"123,693",0.024,85,1455,text
convnext,"120,527",0.023,156,772,vision
unispeech-sat,"115,463",0.022000000000000002,85,1358,audio
mobilenet_v1,"115,868",0.022000000000000002,10,11586,vision
poolformer,"108,264",0.021,10,10826,vision
mobilevit,"110,939",0.021,41,2705,vision
levit,"108,568",0.021,15,7237,vision
data2vec-vision,"105,023",0.02,12,8751,vision
sew,"99,957",0.019,18,5553,audio
wav2vec2-conformer,"94,126",0.018000000000000002,35,2689,audio
unispeech,"81,370",0.016,124,656,audio
sew-d,"78,770",0.015,25,3150,audio
tapas,"70,871",0.013999999999999999,82,864,vision
mask2former,"71,481",0.013999999999999999,63,1134,text
bigbird_pegasus,"72,938",0.013999999999999999,42,1736,text
xglm,"69,519",0.013,127,547,text
led,"65,901",0.013,238,276,text
convnextv2,"68,135",0.013,37,1841,vision
switch_transformers,"61,665",0.012,27,2283,text
big_bird,"63,032",0.012,248,254,text
speecht5,"57,922",0.011000000000000001,189,306,audio
prophetnet,"56,016",0.011000000000000001,28,2000,text
glpn,"55,344",0.011000000000000001,58,954,text
ernie,"56,021",0.011000000000000001,69,811,text
plbart,"52,524",0.01,83,632,text
pix2struct,"54,180",0.01,43,1260,text
blenderbot-small,"46,358",0.009000000000000001,19,2439,text
videomae,"42,883",0.008,175,245,text
upernet,"40,324",0.008,12,3360,vision
splinter,"40,243",0.008,34,1183,text
biogpt,"41,952",0.008,49,856,text
timesformer,"29,625",0.006,23,1288,text
oneformer,"31,919",0.006,11,2901,text
mvp,"32,879",0.006,28,1174,text
imagegpt,"29,190",0.006,11,2653,vision
encoder-decoder,"28,890",0.006,378,76,text
rembert,"26,094",0.005,28,931,text
regnet,"25,525",0.005,40,638,vision
pegasus_x,"27,023",0.005,40,675,text
lilt,"28,359",0.005,94,301,text
rag,"22,031",0.004,16,1376,text
cvt,"19,180",0.004,17,1128,vision
ctrl,"21,603",0.004,32,675,text
chinese_clip,"23,104",0.004,8,2888,vision
bert-generation,"18,899",0.004,2,9449,text
xmod,"13,506",0.003,26,519,text
xclip,"16,084",0.003,20,804,text
visual_bert,"15,956",0.003,18,886,text
transfo-xl,"14,278",0.003,19,751,text
swinv2,"17,021",0.003,55,309,vision
roc_bert,"18,251",0.003,21,869,text
reformer,"15,459",0.003,20,772,text
megatron-bert,"13,210",0.003,54,244,text
maskformer,"14,582",0.003,61,239,vision
groupvit,"15,089",0.003,6,2514,text
funnel,"17,319",0.003,48,360,text
donut-swin,"17,227",0.003,3,5742,text
deformable_detr,"13,945",0.003,12,1162,text
clap,"13,495",0.003,8,1686,text
canine,"14,943",0.003,137,109,text
yoso,"8,491",0.002,20,424,text
xlm-roberta-xl,"8,273",0.002,24,344,text
speech-encoder-decoder,"9,991",0.002,181,55,audio
lxmert,"11,058",0.002,16,691,text
gpt_neox_japanese,"8,431",0.002,6,1405,text
bridgetower,"12,267",0.002,7,1752,text
align,"12,165",0.002,4,3041,vision
swin2sr,"2,693",0.001,9,299,text
roberta-prelayernorm,"5,714",0.001,25,228,text
nezha,"3,357",0.001,20,167,text
mgp-str,"6,608",0.001,3,2202,text
flava,"5,523",0.001,6,920,text
ernie_m,"4,636",0.001,22,210,text
efficientnet,"3,468",0.001,20,173,vision
conditional_detr,"4,355",0.001,13,335,text
xlm-prophetnet,"2,180",0.0,11,198,text
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,"1,496",0.0,31,48,text
van,"1,239",0.0,11,112,vision
tvlt,924,0.0,6,154,text
trajectory_transformer,513,0.0,16,32,text
time_series_transformer,"1,015",0.0,7,145,text
speech_to_text_2,0,0.0,0,0,text
retribert,"1,406",0.0,2,703,text
realm,"1,255",0.0,10,125,text
qdqbert,0,0.0,0,0,text
nat,877,0.0,10,87,vision
mctct,"1,509",0.0,10,150,audio
maskformer-swin,0,0.0,0,0,vision
jukebox,949,0.0,6,158,text
informer,504,0.0,3,168,text
graphormer,"1,536",0.0,4,384,text
gptsan-japanese,"1,070",0.0,3,356,text
gpt-sw3,0,0.0,0,0,text
efficientformer,"2,057",0.0,14,146,vision
dinat,"1,048",0.0,13,80,vision
deta,"1,649",0.0,13,126,text
decision_transformer,992,0.0,53,18,text
bit,"1,278",0.0,7,182,vision
altclip,980,0.0,5,196,vision