model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
roberta,"225,369,832",25.485999999999997,15099,14926,text
bert,"172,946,408",19.558,41759,4141,text
wav2vec2,"86,599,871",9.793000000000001,7788,11119,audio
clip,"72,469,755",8.195,388,186777,vision
distilbert,"56,970,871",6.4430000000000005,16928,3365,text
xlm-roberta,"24,579,853",2.78,8166,3010,text
t5,"22,325,830",2.5250000000000004,14703,1518,text
llama,"20,156,026",2.279,24280,830,text
gpt2,"19,245,580",2.176,18721,1028,text
vit,"19,075,285",2.157,5122,3724,vision
marian,"14,844,739",1.6789999999999998,3415,4346,text
electra,"14,307,174",1.6179999999999999,1749,8180,text
mpnet,"13,581,000",1.536,1605,8461,text
bart,"11,212,080",1.268,4543,2467,text
mistral,"10,412,582",1.1780000000000002,9937,1047,text
layoutlmv3,"9,015,072",1.019,825,10927,vision
deberta,"7,471,609",0.845,546,13684,text
deberta-v2,"7,421,594",0.839,2106,3524,text
whisper,"4,971,072",0.562,7323,678,audio
camembert,"4,675,771",0.529,1324,3531,text
longformer,"4,319,909",0.48900000000000005,516,8371,text
albert,"3,780,955",0.428,1093,3459,text
vision-encoder-decoder,"3,468,674",0.392,2076,1670,vision
layoutlm,"3,076,652",0.348,265,11610,vision
layoutlmv2,"2,894,626",0.327,273,10603,vision
swin,"2,424,300",0.27399999999999997,856,2832,vision
beit,"2,165,972",0.245,946,2289,vision
esm,"2,031,314",0.22999999999999998,847,2398,text
encodec,"2,003,642",0.22699999999999998,8,250455,text
blip,"1,948,460",0.22,194,10043,vision
m2m_100,"1,921,755",0.217,634,3031,text
gpt_neox,"1,898,539",0.215,1962,967,text
opt,"1,880,499",0.213,1571,1197,text
hubert,"1,879,270",0.213,785,2393,audio
convbert,"1,830,271",0.207,62,29520,text
fnet,"1,820,320",0.20600000000000002,38,47903,text
falcon,"1,778,846",0.201,398,4469,text
table-transformer,"1,602,015",0.181,169,9479,text
bloom,"1,490,339",0.169,882,1689,text
vits,"1,481,008",0.167,1298,1140,text
sam,"1,242,006",0.13999999999999999,43,28883,text
clipseg,"1,216,262",0.13799999999999998,8,152032,vision
mt5,"955,794",0.108,3055,312,text
gpt_neo,"821,664",0.093,1054,779,text
trocr,"803,305",0.091,31,25913,text
wavlm,"752,957",0.08499999999999999,134,5619,audio
musicgen,"714,764",0.08099999999999999,59,12114,text
detr,"629,947",0.07100000000000001,880,715,text
resnet,"552,496",0.062,489,1129,vision
segformer,"539,377",0.061,938,575,vision
dpt,"543,091",0.061,29,18727,vision
dinov2,"542,863",0.061,85,6386,vision
longt5,"522,960",0.059000000000000004,273,1915,text
xlnet,"487,523",0.055,351,1388,text
audio-spectrogram-transformer,"488,737",0.055,241,2027,audio
swinv2,"476,849",0.054,119,4007,vision
mobilebert,"478,474",0.054,330,1449,text
owlvit,"473,039",0.053,12,39419,text
pegasus,"446,282",0.05,845,528,text
gptj,"436,582",0.049,556,785,text
bark,"398,471",0.045,17,23439,text
speecht5,"353,438",0.04,752,469,audio
mbart,"346,382",0.039,1796,192,text
yolos,"339,937",0.038,121,2809,text
git,"339,816",0.038,237,1433,vision
vilt,"325,925",0.037,67,4864,vision
mask2former,"329,593",0.037,73,4514,text
blip-2,"295,080",0.033,84,3512,vision
fsmt,"256,509",0.029,34,7544,text
encoder-decoder,"218,457",0.025,485,450,text
pix2struct,"205,028",0.023,133,1541,vision
dpr,"203,319",0.023,121,1680,text
videomae,"198,330",0.022000000000000002,557,356,text
mpt,"192,826",0.022000000000000002,291,662,text
instructblip,"195,617",0.022000000000000002,21,9315,vision
upernet,"155,271",0.018000000000000002,19,8172,vision
clap,"158,765",0.018000000000000002,18,8820,text
vit_mae,"152,072",0.017,32,4752,text
xclip,"144,467",0.016,26,5556,text
tapas,"138,920",0.016,80,1736,vision
flaubert,"140,828",0.016,90,1564,text
xglm,"134,873",0.015,152,887,text
biogpt,"134,640",0.015,81,1662,text
mobilevit,"106,420",0.012,62,1716,vision
codegen,"104,264",0.012,210,496,text
gpt_bigcode,"98,749",0.011000000000000001,343,287,text
swin2sr,"92,027",0.01,14,6573,text
luke,"89,237",0.01,89,1002,text
openai-gpt,"81,868",0.009000000000000001,39,2099,text
nougat,"83,294",0.009000000000000001,12,6941,text
mobilenet_v2,"75,665",0.009000000000000001,73,1036,vision
led,"79,846",0.009000000000000001,268,297,text
bros,"81,086",0.009000000000000001,4,20271,text
rwkv,"59,472",0.006999999999999999,115,517,text
mobilenet_v1,"60,469",0.006999999999999999,14,4319,vision
maskformer,"63,657",0.006999999999999999,75,848,vision
blenderbot,"62,240",0.006999999999999999,64,972,text
deformable_detr,"54,447",0.006,26,2094,text
vitmatte,"40,806",0.005,9,4534,text
rag,"41,480",0.005,33,1256,text
oneformer,"44,538",0.005,19,2344,text
transfo-xl,"35,615",0.004,16,2225,text
sew-d,"34,051",0.004,23,1480,audio
prophetnet,"33,203",0.004,28,1185,text
ernie,"39,372",0.004,80,492,text
bigbird_pegasus,"33,034",0.004,39,847,text
big_bird,"33,641",0.004,332,101,text
xmod,"23,948",0.003,109,219,text
wav2vec2-conformer,"29,297",0.003,39,751,audio
unispeech-sat,"29,346",0.003,85,345,audio
switch_transformers,"22,822",0.003,44,518,text
squeezebert,"26,157",0.003,33,792,text
plbart,"28,035",0.003,139,201,text
perceiver,"30,327",0.003,30,1010,vision
pegasus_x,"25,944",0.003,59,439,text
mvp,"23,113",0.003,24,963,text
idefics,"26,546",0.003,14,1896,text
deit,"23,371",0.003,60,389,vision
ctrl,"23,103",0.003,29,796,text
convnextv2,"24,978",0.003,89,280,vision
convnext,"26,350",0.003,226,116,vision
bridgetower,"26,129",0.003,9,2903,text
blenderbot-small,"27,020",0.003,16,1688,text
align,"25,746",0.003,3,8582,vision
visual_bert,"13,929",0.002,15,928,text
unispeech,"16,893",0.002,120,140,audio
timesformer,"22,003",0.002,48,458,text
speech_to_text,"15,928",0.002,36,442,audio
sew,"16,858",0.002,15,1123,audio
megatron-bert,"20,575",0.002,67,307,text
lilt,"20,150",0.002,159,126,text
efficientnet,"17,184",0.002,34,505,vision
data2vec-audio,"18,932",0.002,31,610,audio
chinese_clip,"14,849",0.002,11,1349,vision
canine,"20,133",0.002,169,119,text
bit,"15,012",0.002,10,1501,vision
yoso,"5,045",0.001,16,315,text
xlm-roberta-xl,"12,785",0.001,21,608,text
xlm,"10,132",0.001,41,247,text
vivit,"10,660",0.001,26,410,text
vision-text-dual-encoder,"8,761",0.001,68,128,text
splinter,"5,677",0.001,31,183,text
reformer,"8,210",0.001,17,482,text
persimmon,"6,470",0.001,4,1617,text
mra,"8,726",0.001,2,4363,text
mobilevitv2,"4,989",0.001,30,166,vision
mgp-str,"4,767",0.001,4,1191,text
mctct,"8,666",0.001,8,1083,audio
markuplm,"6,584",0.001,19,346,text
lxmert,"6,899",0.001,12,574,text
ibert,"6,361",0.001,19,334,text
gpt_neox_japanese,"4,505",0.001,4,1126,text
glpn,"11,709",0.001,22,532,text
funnel,"11,049",0.001,53,208,text
flava,"7,904",0.001,24,329,text
cvt,"10,065",0.001,21,479,vision
cpmant,"11,033",0.001,1,11033,text
bert-generation,"7,295",0.001,2,3647,text
altclip,"12,413",0.001,4,3103,vision
xlm-prophetnet,"1,060",0.0,10,106,text
vitdet,0,0.0,0,0,vision
vit_msn,"2,333",0.0,8,291,vision
vit_hybrid,0,0.0,0,0,vision
van,549,0.0,26,21,vision
umt5,"3,697",0.0,41,90,text
tvlt,"1,986",0.0,4,496,text
trajectory_transformer,173,0.0,16,10,text
timm_backbone,0,0.0,0,0,vision
time_series_transformer,"1,697",0.0,17,99,text
swiftformer,"2,409",0.0,10,240,vision
speech_to_text_2,21,0.0,1,21,text
speech-encoder-decoder,"3,513",0.0,206,17,audio
roformer,"3,039",0.0,175,17,text
roc_bert,"1,249",0.0,14,89,text
roberta-prelayernorm,"1,263",0.0,23,54,text
retribert,195,0.0,2,97,text
rembert,"1,081",0.0,21,51,text
regnet,"1,838",0.0,41,44,vision
realm,"1,735",0.0,10,173,text
qdqbert,0,0.0,0,0,text
pvt,"1,869",0.0,9,207,vision
pop2piano,0,0.0,0,0,audio
poolformer,"1,054",0.0,7,150,vision
open-llama,"2,612",0.0,5,522,text
nystromformer,846,0.0,22,38,text
nllb-moe,686,0.0,4,171,text
nezha,"1,759",0.0,12,146,text
nat,324,0.0,13,24,vision
mega,"2,720",0.0,33,82,text
maskformer-swin,0,0.0,0,0,vision
levit,"1,592",0.0,10,159,vision
jukebox,"1,139",0.0,6,189,text
informer,"4,190",0.0,3,1396,text
imagegpt,"1,871",0.0,7,267,vision
groupvit,"1,345",0.0,4,336,text
graphormer,"1,327",0.0,9,147,text
gptsan-japanese,783,0.0,2,391,text
gpt-sw3,0,0.0,0,0,text
focalnet,547,0.0,14,39,vision
ernie_m,665,0.0,18,36,text
efficientformer,364,0.0,14,26,vision
donut-swin,439,0.0,6,73,text
dinat,337,0.0,14,24,vision
deta,"3,605",0.0,46,78,text
decision_transformer,"2,161",0.0,381,5,text
data2vec-vision,"4,329",0.0,8,541,vision
data2vec-text,"1,366",0.0,21,65,text
conditional_detr,"2,267",0.0,33,68,text
code_llama,0,0.0,1,0,text
autoformer,"1,652",0.0,7,236,text