model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"146,013,942",22.009,36441,4006,text
wav2vec2,"81,141,744",12.231,7202,11266,audio
roberta,"72,721,053",10.961,13253,5487,text
distilbert,"56,079,191",8.453,13441,4172,text
gpt2,"50,957,542",7.681,15533,3280,text
clip,"47,637,332",7.180000000000001,280,170133,vision
t5,"18,816,191",2.836,12252,1535,text
xlm-roberta,"16,973,293",2.558,6262,2710,text
llama,"15,365,512",2.316,9999,1536,text
bart,"13,197,368",1.989,3988,3309,text
vit,"12,377,972",1.8659999999999999,3557,3479,vision
resnet,"9,605,682",1.448,351,27366,vision
mpnet,"9,557,273",1.4409999999999998,1347,7095,text
deberta-v2,"8,497,213",1.281,1571,5408,text
falcon,"8,343,716",1.258,227,36756,text
deberta,"7,655,092",1.154,494,15496,text
marian,"6,840,951",1.031,2997,2282,text
camembert,"6,222,868",0.938,1065,5843,text
layoutlmv3,"5,730,899",0.864,634,9039,vision
electra,"5,245,655",0.791,1611,3256,text
albert,"3,854,914",0.581,1018,3786,text
mistral,"3,692,329",0.557,2324,1588,text
longformer,"3,606,829",0.544,476,7577,text
vision-encoder-decoder,"3,413,385",0.515,1510,2260,vision
whisper,"3,151,644",0.475,5628,559,audio
esm,"2,511,615",0.379,364,6900,text
dpt,"2,353,799",0.35500000000000004,26,90530,vision
table-transformer,"2,243,600",0.338,147,15262,text
blip,"2,124,122",0.32,149,14255,vision
audio-spectrogram-transformer,"1,917,026",0.28900000000000003,195,9830,audio
opt,"1,786,275",0.269,1041,1715,text
convbert,"1,770,210",0.267,57,31056,text
fnet,"1,747,204",0.263,38,45979,text
layoutlm,"1,739,539",0.262,210,8283,vision
bloom,"1,674,877",0.252,696,2406,text
mt5,"1,654,567",0.249,2686,615,text
mbart,"1,546,371",0.233,1579,979,text
layoutlmv2,"1,385,371",0.209,227,6102,vision
gpt_neox,"1,290,046",0.194,1498,861,text
hubert,"1,137,576",0.17099999999999999,676,1682,audio
clipseg,"1,102,975",0.166,4,275743,vision
dinov2,"1,091,878",0.165,27,40439,vision
m2m_100,"1,060,742",0.16,497,2134,text
detr,"1,026,311",0.155,737,1392,text
segformer,"900,893",0.136,643,1401,vision
trocr,"840,373",0.127,27,31124,text
owlvit,"834,363",0.126,9,92707,text
beit,"833,186",0.126,442,1885,vision
encodec,"713,341",0.108,8,89167,text
blip-2,"629,128",0.095,59,10663,vision
yolos,"616,119",0.093,95,6485,text
gpt_neo,"547,555",0.083,1000,547,text
fsmt,"520,879",0.079,34,15319,text
gptj,"476,551",0.07200000000000001,539,884,text
git,"445,290",0.067,176,2530,vision
speecht5,"437,008",0.066,581,752,audio
dpr,"403,991",0.061,117,3452,text
pix2struct,"355,535",0.054,89,3994,vision
xlnet,"310,737",0.047,312,995,text
mpt,"314,126",0.047,264,1189,text
longt5,"293,920",0.044000000000000004,229,1283,text
blenderbot,"288,965",0.044000000000000004,52,5557,text
canine,"283,977",0.043,144,1972,text
videomae,"251,153",0.038,376,667,text
encoder-decoder,"237,779",0.036000000000000004,416,571,text
vit_mae,"225,035",0.034,26,8655,text
sam,"218,298",0.033,32,6821,text
pegasus,"214,753",0.032,772,278,text
luke,"197,889",0.03,72,2748,text
swin,"185,786",0.027999999999999997,676,274,vision
led,"178,930",0.027,260,688,text
mask2former,"170,361",0.026,66,2581,text
bark,"166,369",0.025,15,11091,text
wavlm,"161,454",0.024,133,1213,audio
gpt_bigcode,"151,606",0.023,261,580,text
codegen,"151,169",0.023,160,944,text
mobilebert,"140,626",0.021,294,478,text
maskformer,"140,294",0.021,69,2033,vision
tapas,"118,571",0.018000000000000002,79,1500,vision
vilt,"92,087",0.013999999999999999,53,1737,vision
mobilenet_v1,"94,816",0.013999999999999999,8,11852,vision
xglm,"86,949",0.013,136,639,text
xclip,"76,767",0.012,20,3838,text
rwkv,"77,540",0.012,102,760,text
instructblip,"77,659",0.012,18,4314,vision
biogpt,"70,673",0.011000000000000001,47,1503,text
big_bird,"64,391",0.01,322,199,text
glpn,"60,118",0.009000000000000001,59,1018,text
swin2sr,"53,588",0.008,13,4122,text
rag,"53,567",0.008,20,2678,text
nougat,"56,040",0.008,9,6226,text
musicgen,"52,945",0.008,45,1176,text
data2vec-audio,"51,106",0.008,30,1703,audio
convnextv2,"50,723",0.008,73,694,vision
bigbird_pegasus,"52,470",0.008,38,1380,text
flaubert,"43,249",0.006999999999999999,83,521,text
ernie,"49,370",0.006999999999999999,74,667,text
bridgetower,"46,485",0.006999999999999999,9,5165,text
oneformer,"40,068",0.006,12,3339,text
mvp,"40,936",0.006,23,1779,text
idefics,"42,647",0.006,9,4738,text
xlm,"35,618",0.005,41,868,text
upernet,"35,675",0.005,16,2229,vision
unispeech-sat,"31,558",0.005,79,399,audio
swinv2,"30,237",0.005,98,308,vision
squeezebert,"32,339",0.005,31,1043,text
openai-gpt,"32,377",0.005,38,852,text
mobilenet_v2,"35,468",0.005,46,771,vision
funnel,"33,231",0.005,47,707,text
deit,"34,139",0.005,24,1422,vision
clap,"35,543",0.005,16,2221,text
yoso,"27,342",0.004,14,1953,text
wav2vec2-conformer,"28,551",0.004,33,865,audio
vits,"28,671",0.004,1206,23,text
timesformer,"27,364",0.004,33,829,text
switch_transformers,"24,023",0.004,39,615,text
splinter,"26,458",0.004,31,853,text
roberta-prelayernorm,"24,223",0.004,23,1053,text
prophetnet,"27,944",0.004,26,1074,text
plbart,"25,596",0.004,89,287,text
pegasus_x,"26,772",0.004,47,569,text
nezha,"23,405",0.004,12,1950,text
mega,"28,699",0.004,22,1304,text
ibert,"29,467",0.004,19,1550,text
ctrl,"26,226",0.004,29,904,text
convnext,"25,372",0.004,199,127,vision
blenderbot-small,"26,594",0.004,15,1772,text
visual_bert,"17,623",0.003,15,1174,text
unispeech,"19,072",0.003,119,160,audio
sew-d,"19,268",0.003,22,875,audio
sew,"19,709",0.003,15,1313,audio
roc_bert,"22,640",0.003,13,1741,text
rembert,"18,146",0.003,20,907,text
nystromformer,"20,911",0.003,22,950,text
mobilevit,"19,427",0.003,56,346,vision
megatron-bert,"21,108",0.003,50,422,text
lilt,"21,768",0.003,133,163,text
align,"21,746",0.003,3,7248,vision
vitmatte,"12,503",0.002,5,2500,text
transfo-xl,"12,531",0.002,16,783,text
speech_to_text,"16,341",0.002,36,453,audio
persimmon,"10,881",0.002,3,3627,text
flava,"10,999",0.002,24,458,text
efficientnet,"14,564",0.002,25,582,vision
cvt,"11,937",0.002,18,663,vision
cpmant,"12,640",0.002,1,12640,text
chinese_clip,"11,942",0.002,8,1492,vision
bros,"13,489",0.002,4,3372,text
xmod,"8,881",0.001,101,87,text
xlm-roberta-xl,"8,614",0.001,22,391,text
vivit,"9,429",0.001,8,1178,text
reformer,"8,190",0.001,17,481,text
perceiver,"9,311",0.001,30,310,vision
mra,"9,781",0.001,2,4890,text
mobilevitv2,"5,267",0.001,25,210,vision
mgp-str,"6,418",0.001,4,1604,text
markuplm,"9,916",0.001,19,521,text
lxmert,"8,064",0.001,12,672,text
imagegpt,"4,522",0.001,7,646,vision
gpt_neox_japanese,"5,800",0.001,4,1450,text
deformable_detr,"5,242",0.001,22,238,text
data2vec-vision,"3,512",0.001,8,439,vision
bert-generation,"7,104",0.001,2,3552,text
autoformer,"3,599",0.001,7,514,text
xlm-prophetnet,"1,551",0.0,11,141,text
vitdet,0,0.0,0,0,vision
vit_msn,"1,186",0.0,8,148,vision
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,"1,559",0.0,59,26,text
van,"1,036",0.0,9,115,vision
umt5,636,0.0,15,42,text
tvlt,"1,618",0.0,4,404,text
trajectory_transformer,242,0.0,16,15,text
timm_backbone,0,0.0,0,0,vision
time_series_transformer,"2,291",0.0,16,143,text
swiftformer,"1,728",0.0,5,345,vision
speech_to_text_2,0,0.0,0,0,text
speech-encoder-decoder,"2,754",0.0,205,13,audio
roformer,"1,804",0.0,165,10,text
retribert,505,0.0,2,252,text
regnet,"2,263",0.0,41,55,vision
realm,"3,019",0.0,10,301,text
qdqbert,0,0.0,0,0,text
pvt,"1,659",0.0,9,184,vision
pop2piano,0,0.0,0,0,audio
poolformer,"2,266",0.0,7,323,vision
open-llama,65,0.0,3,21,text
nllb-moe,498,0.0,3,166,text
nat,602,0.0,7,86,vision
mctct,275,0.0,8,34,audio
maskformer-swin,0,0.0,0,0,vision
levit,"2,467",0.0,10,246,vision
jukebox,"1,881",0.0,6,313,text
informer,"1,461",0.0,3,487,text
groupvit,"2,525",0.0,4,631,text
graphormer,"1,324",0.0,9,147,text
gptsan-japanese,"1,510",0.0,2,755,text
gpt-sw3,0,0.0,0,0,text
focalnet,"1,462",0.0,14,104,vision
ernie_m,646,0.0,18,35,text
efficientformer,141,0.0,12,11,vision
donut-swin,3,0.0,5,0,text
dinat,737,0.0,10,73,vision
deta,"2,304",0.0,37,62,text
decision_transformer,"1,240",0.0,1089,1,text
data2vec-text,"1,588",0.0,21,75,text
conditional_detr,"3,286",0.0,18,182,text
code_llama,0,0.0,0,0,text
bit,"2,562",0.0,10,256,vision
altclip,"2,729",0.0,4,682,vision