model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"254,158,522",24.767,44255,5743,text
audio-spectrogram-transformer,"149,228,467",14.542,269,554752,audio
clip,"105,507,907",10.281,451,233942,vision
roberta,"88,904,454",8.663,16358,5434,text
wav2vec2,"68,185,145",6.644,8220,8295,audio
distilbert,"42,814,932",4.172,18296,2340,text
t5,"29,679,845",2.8920000000000003,16170,1835,text
llama,"26,891,546",2.621,31035,866,text
xlm-roberta,"21,477,517",2.093,8822,2434,text
vit_mae,"20,011,609",1.95,41,488088,text
gpt2,"18,938,734",1.846,20310,932,text
vit,"18,317,756",1.7850000000000001,5591,3276,vision
mpnet,"17,896,415",1.744,1776,10076,text
mistral,"15,879,419",1.547,16398,968,text
marian,"15,291,655",1.49,3622,4221,text
layoutlmv3,"9,932,429",0.968,692,14353,vision
electra,"9,573,590",0.9329999999999999,1856,5158,text
bart,"8,941,358",0.8710000000000001,4974,1797,text
deberta,"8,831,738",0.861,561,15742,text
deberta-v2,"7,088,428",0.6910000000000001,2345,3022,text
longformer,"5,452,916",0.5309999999999999,561,9719,text
camembert,"5,251,534",0.512,1417,3706,text
whisper,"4,753,028",0.46299999999999997,8068,589,audio
albert,"4,642,556",0.45199999999999996,1199,3872,text
hubert,"4,509,456",0.439,861,5237,audio
vision-encoder-decoder,"4,462,038",0.43499999999999994,2475,1802,vision
blip,"2,957,429",0.28800000000000003,230,12858,vision
luke,"2,834,270",0.27599999999999997,93,30476,text
gpt_neox,"2,627,212",0.256,2960,887,text
dinov2,"2,585,665",0.252,110,23506,vision
beit,"2,548,532",0.248,549,4642,vision
opt,"2,520,704",0.246,1866,1350,text
layoutlmv2,"2,401,346",0.234,277,8669,vision
swin,"2,329,886",0.22699999999999998,977,2384,vision
convbert,"2,239,053",0.218,66,33925,text
fnet,"2,166,762",0.211,41,52847,text
bloom,"1,955,755",0.191,1114,1755,text
falcon,"1,908,430",0.186,467,4086,text
m2m_100,"1,863,636",0.182,682,2732,text
clipseg,"1,872,204",0.182,8,234025,vision
trocr,"1,825,605",0.178,33,55321,text
layoutlm,"1,672,680",0.163,312,5361,vision
detr,"1,487,802",0.145,1040,1430,text
mt5,"1,310,572",0.128,3291,398,text
table-transformer,"1,057,829",0.10300000000000001,196,5397,text
encodec,"1,036,206",0.101,8,129525,text
mbart,"1,013,250",0.099,1944,521,text
wavlm,"1,004,191",0.098,141,7121,audio
segformer,"956,620",0.093,980,976,vision
dpt,"908,208",0.089,29,31317,vision
resnet,"794,524",0.077,536,1482,vision
gpt_neo,"761,997",0.074,1149,663,text
sam,"609,065",0.059000000000000004,102,5971,text
xlnet,"537,317",0.052,370,1452,text
vits,"532,271",0.052,1338,397,text
pegasus,"538,524",0.052,908,593,text
git,"536,638",0.052,275,1951,vision
encoder-decoder,"500,111",0.049,536,933,text
dpr,"505,784",0.049,122,4145,text
mask2former,"458,843",0.045,83,5528,text
vitmatte,"412,476",0.04,9,45830,text
esm,"411,035",0.04,934,440,text
gptj,"392,989",0.038,573,685,text
blip-2,"387,836",0.038,90,4309,vision
musicgen,"361,958",0.034999999999999996,72,5027,text
swinv2,"333,106",0.032,132,2523,vision
owlvit,"326,560",0.032,15,21770,text
yolos,"315,921",0.031,124,2547,text
pix2struct,"247,732",0.024,153,1619,vision
mobilevit,"247,081",0.024,67,3687,vision
mobilebert,"220,980",0.022000000000000002,342,646,text
tapas,"219,512",0.021,82,2676,vision
mpt,"218,137",0.021,339,643,text
longt5,"209,614",0.02,305,687,text
instructblip,"206,502",0.02,22,9386,vision
xclip,"189,572",0.018000000000000002,26,7291,text
upernet,"154,469",0.015,19,8129,vision
timesformer,"140,590",0.013999999999999999,68,2067,text
biogpt,"138,992",0.013999999999999999,89,1561,text
videomae,"132,854",0.013,692,191,text
speecht5,"127,699",0.012,834,153,audio
glpn,"124,727",0.012,22,5669,text
codegen,"119,370",0.012,253,471,text
clap,"118,087",0.012,18,6560,text
openai-gpt,"108,872",0.011000000000000001,41,2655,text
gpt_bigcode,"107,403",0.01,378,284,text
ernie,"89,625",0.009000000000000001,101,887,text
deformable_detr,"91,118",0.009000000000000001,28,3254,text
xglm,"87,106",0.008,169,515,text
lilt,"84,375",0.008,205,411,text
led,"83,464",0.008,320,260,text
fsmt,"81,393",0.008,42,1937,text
blenderbot,"79,888",0.008,78,1024,text
vilt,"74,853",0.006999999999999999,89,841,vision
unispeech-sat,"72,493",0.006999999999999999,85,852,audio
convnext,"69,250",0.006999999999999999,260,266,vision
bark,"76,182",0.006999999999999999,19,4009,text
rwkv,"66,149",0.006,122,542,text
mobilenet_v2,"63,630",0.006,78,815,vision
flaubert,"59,455",0.006,91,653,text
bros,"61,550",0.006,4,15387,text
big_bird,"57,162",0.006,342,167,text
wav2vec2-conformer,"48,963",0.005,44,1112,audio
rag,"55,406",0.005,34,1629,text
mobilenet_v1,"54,369",0.005,14,3883,vision
megatron-bert,"53,987",0.005,87,620,text
maskformer,"55,926",0.005,80,699,vision
bigbird_pegasus,"50,704",0.005,40,1267,text
sew-d,"41,023",0.004,23,1783,audio
prophetnet,"37,313",0.004,28,1332,text
plbart,"35,931",0.004,140,256,text
oneformer,"39,437",0.004,21,1877,text
idefics,"44,394",0.004,46,965,text
convnextv2,"43,198",0.004,112,385,vision
canine,"40,013",0.004,188,212,text
bridgetower,"44,087",0.004,9,4898,text
align,"46,133",0.004,3,15377,vision
switch_transformers,"34,545",0.003,44,785,text
swin2sr,"30,180",0.003,16,1886,text
pegasus_x,"30,473",0.003,61,499,text
mvp,"31,637",0.003,24,1318,text
markuplm,"35,535",0.003,21,1692,text
blenderbot-small,"35,434",0.003,18,1968,text
altclip,"26,590",0.003,4,6647,vision
xmod,"16,522",0.002,121,136,text
xlm-roberta-xl,"24,512",0.002,21,1167,text
vivit,"17,392",0.002,39,445,text
visual_bert,"20,365",0.002,15,1357,text
unispeech,"23,451",0.002,120,195,audio
speech_to_text,"22,992",0.002,36,638,audio
sew,"23,097",0.002,15,1539,audio
persimmon,"18,397",0.002,4,4599,text
perceiver,"23,087",0.002,30,769,vision
nougat,"25,294",0.002,15,1686,text
mobilevitv2,"15,558",0.002,34,457,vision
deit,"23,489",0.002,66,355,vision
ctrl,"24,456",0.002,30,815,text
cpmant,"16,314",0.002,1,16314,text
chinese_clip,"24,483",0.002,11,2225,vision
yoso,"6,478",0.001,17,381,text
xlm,"12,859",0.001,41,313,text
vit_msn,"5,825",0.001,7,832,vision
vision-text-dual-encoder,"13,957",0.001,72,193,text
transfo-xl,"14,342",0.001,18,796,text
squeezebert,"14,963",0.001,35,427,text
splinter,"6,732",0.001,32,210,text
roformer,"7,992",0.001,181,44,text
reformer,"10,549",0.001,17,620,text
nllb-moe,"11,674",0.001,4,2918,text
mra,"11,831",0.001,2,5915,text
mgp-str,"6,698",0.001,4,1674,text
mctct,"7,399",0.001,8,924,audio
lxmert,"9,819",0.001,12,818,text
levit,"6,270",0.001,12,522,vision
informer,"5,338",0.001,6,889,text
ibert,"8,010",0.001,20,400,text
gpt_neox_japanese,"6,143",0.001,4,1535,text
funnel,"12,835",0.001,56,229,text
flava,"12,961",0.001,24,540,text
efficientnet,"14,761",0.001,36,410,vision
data2vec-audio,"11,458",0.001,31,369,audio
cvt,"12,170",0.001,34,357,vision
bit,"6,689",0.001,10,668,vision
autoformer,"7,198",0.001,8,899,text
xlm-prophetnet,710,0.0,10,71,text
vitdet,0,0.0,0,0,vision
vit_hybrid,0,0.0,0,0,vision
van,"1,022",0.0,26,39,vision
umt5,"2,232",0.0,48,46,text
tvlt,"1,633",0.0,4,408,text
trajectory_transformer,353,0.0,16,22,text
timm_backbone,0,0.0,0,0,vision
time_series_transformer,"1,958",0.0,18,108,text
swiftformer,"4,687",0.0,13,360,vision
speech_to_text_2,13,0.0,1,13,text
speech-encoder-decoder,"3,060",0.0,206,14,audio
roc_bert,"1,500",0.0,15,100,text
roberta-prelayernorm,"1,336",0.0,25,53,text
retribert,236,0.0,2,118,text
rembert,"1,138",0.0,22,51,text
regnet,"4,359",0.0,38,114,vision
realm,"1,581",0.0,10,158,text
qdqbert,0,0.0,0,0,text
pvt,"1,472",0.0,9,163,vision
pop2piano,0,0.0,0,0,audio
poolformer,"1,691",0.0,8,211,vision
open-llama,"2,980",0.0,5,596,text
nystromformer,646,0.0,23,28,text
nezha,"1,401",0.0,12,116,text
nat,513,0.0,14,36,vision
mega,"2,701",0.0,34,79,text
maskformer-swin,0,0.0,0,0,vision
jukebox,"1,011",0.0,6,168,text
imagegpt,828,0.0,7,118,vision
groupvit,"1,209",0.0,4,302,text
graphormer,"1,144",0.0,9,127,text
gptsan-japanese,659,0.0,2,329,text
gpt-sw3,0,0.0,0,0,text
focalnet,"1,333",0.0,14,95,vision
ernie_m,"1,186",0.0,24,49,text
efficientformer,403,0.0,14,28,vision
donut-swin,224,0.0,7,32,text
dinat,482,0.0,14,34,vision
deta,"3,016",0.0,56,53,text
decision_transformer,"3,324",0.0,384,8,text
data2vec-vision,"2,114",0.0,8,264,vision
data2vec-text,"1,901",0.0,22,86,text
conditional_detr,"3,025",0.0,36,84,text
code_llama,0,0.0,1,0,text
bert-generation,"5,117",0.0,3,1705,text