data_28_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"149,540,444",27.590999999999998,24403,6127,text
wav2vec2,"73,077,918",13.483,5832,12530,audio
xlm-roberta,"49,849,420",9.198,4208,11846,text
roberta,"48,790,748",9.002,8991,5426,text
distilbert,"34,247,265",6.319,9540,3589,text
clip,"25,668,904",4.736,172,149237,vision
gpt2,"22,055,855",4.069,12234,1802,text
t5,"14,979,949",2.7640000000000002,8579,1746,text
bart,"10,484,406",1.934,3148,3330,text
clipseg,"7,736,774",1.427,5,1547354,vision
layoutlmv3,"7,400,958",1.366,361,20501,vision
albert,"7,288,604",1.345,1049,6948,text
deberta,"6,695,759",1.2349999999999999,424,15791,text
marian,"6,176,968",1.1400000000000001,2521,2450,text
vit,"6,122,862",1.13,1600,3826,vision
electra,"4,852,976",0.895,1361,3565,text
hubert,"4,648,852",0.8580000000000001,259,17949,audio
resnet,"4,421,139",0.8160000000000001,203,21779,vision
mpnet,"4,215,465",0.7779999999999999,1027,4104,text
layoutlm,"4,005,877",0.739,158,25353,vision
camembert,"3,972,661",0.733,769,5166,text
deberta-v2,"3,730,271",0.688,824,4527,text
llama,"3,408,855",0.629,1950,1748,text
bloom,"2,539,948",0.469,494,5141,text
longformer,"2,333,547",0.43099999999999994,303,7701,text
vision-encoder-decoder,"2,291,073",0.42300000000000004,833,2750,vision
opt,"2,098,714",0.387,491,4274,text
gpt_neox,"1,536,288",0.28300000000000003,912,1684,text
convbert,"1,426,394",0.263,64,22287,text
mbart,"1,392,575",0.257,1274,1093,text
gptj,"1,386,057",0.256,450,3080,text
yolos,"1,281,953",0.23700000000000002,42,30522,text
vit_mae,"1,154,127",0.213,15,76941,text
fnet,"1,106,060",0.20400000000000001,45,24579,text
gpt_neo,"1,092,527",0.202,772,1415,text
blip,"1,055,707",0.19499999999999998,66,15995,vision
beit,"973,937",0.18,182,5351,vision
pegasus,"932,952",0.172,609,1531,text
m2m_100,"880,586",0.16199999999999998,382,2305,text
wavlm,"812,590",0.15,119,6828,audio
blenderbot,"784,505",0.145,47,16691,text
whisper,"742,388",0.13699999999999998,2903,255,audio
trocr,"633,991",0.117,21,30190,text
mt5,"635,391",0.117,2121,299,text
detr,"556,235",0.10300000000000001,282,1972,text
codegen,"538,194",0.099,131,4108,text
mobilebert,"475,126",0.08800000000000001,256,1855,text
perceiver,"461,039",0.08499999999999999,36,12806,vision
segformer,"446,698",0.082,406,1100,vision
flaubert,"403,087",0.074,72,5598,text
xlm,"357,933",0.066,34,10527,text
roformer,"340,284",0.063,35,9722,text
longt5,"334,890",0.062,175,1913,text
layoutlmv2,"318,896",0.059000000000000004,163,1956,vision
xlnet,"271,868",0.05,240,1132,text
speech_to_text,"250,187",0.046,33,7581,audio
deit,"235,082",0.043,24,9795,vision
squeezebert,"220,974",0.041,32,6905,text
data2vec-text,"211,184",0.039,29,7282,text
blip-2,"211,531",0.039,37,5717,vision
ibert,"198,735",0.037,22,9033,text
esm,"200,518",0.037,208,964,text
swin,"176,269",0.033,453,389,vision
luke,"180,476",0.033,58,3111,text
dpr,"171,363",0.032,107,1601,text
dpt,"167,654",0.031,11,15241,vision
fsmt,"163,567",0.03,36,4543,text
data2vec-audio,"162,774",0.03,34,4787,audio
table-transformer,"158,303",0.029,19,8331,text
vilt,"147,565",0.027,28,5270,vision
nystromformer,"147,677",0.027,29,5092,text
markuplm,"148,676",0.027,22,6758,text
audio-spectrogram-transformer,"148,715",0.027,107,1389,audio
openai-gpt,"133,007",0.025,17,7823,text
owlvit,"127,529",0.024,9,14169,text
convnext,"132,352",0.024,154,859,vision
unispeech-sat,"125,729",0.023,85,1479,audio
mobilenet_v2,"122,603",0.023,23,5330,vision
vit_msn,"112,610",0.021,10,11261,vision
mobilevit,"112,479",0.021,41,2743,vision
mobilenet_v1,"113,979",0.021,10,11397,vision
levit,"113,470",0.021,15,7564,vision
poolformer,"110,243",0.02,10,11024,vision
data2vec-vision,"110,642",0.02,12,9220,vision
xglm,"104,163",0.019,131,795,text
git,"103,895",0.019,87,1194,text
wav2vec2-conformer,"99,356",0.018000000000000002,35,2838,audio
tapas,"91,834",0.017,82,1119,vision
mask2former,"92,069",0.017,63,1461,text
unispeech,"87,859",0.016,124,708,audio
sew-d,"85,237",0.016,25,3409,audio
sew,"85,047",0.016,18,4724,audio
led,"84,441",0.016,232,363,text
bigbird_pegasus,"83,463",0.015,42,1987,text
big_bird,"68,808",0.013,202,340,text
ernie,"62,628",0.012,68,921,text
speecht5,"62,168",0.011000000000000001,140,444,audio
prophetnet,"58,670",0.011000000000000001,28,2095,text
glpn,"58,888",0.011000000000000001,58,1015,text
pix2struct,"55,304",0.01,43,1286,text
plbart,"50,319",0.009000000000000001,82,613,text
encoder-decoder,"50,745",0.009000000000000001,366,138,text
splinter,"44,688",0.008,34,1314,text
rag,"42,525",0.008,16,2657,text
blenderbot-small,"45,006",0.008,19,2368,text
biogpt,"41,321",0.008,44,939,text
upernet,"35,860",0.006999999999999999,11,3260,vision
videomae,"32,883",0.006,168,195,text
timesformer,"34,239",0.006,23,1488,text
rembert,"30,182",0.006,28,1077,text
oneformer,"32,467",0.006,11,2951,text
mvp,"30,770",0.006,28,1098,text
imagegpt,"30,932",0.006,11,2812,vision
switch_transformers,"24,435",0.005,27,905,text
regnet,"26,433",0.005,40,660,vision
lilt,"27,348",0.005,95,287,text
ctrl,"25,251",0.005,32,789,text
canine,"28,746",0.005,137,209,text
xclip,"23,984",0.004,20,1199,text
roc_bert,"21,015",0.004,21,1000,text
pegasus_x,"24,357",0.004,37,658,text
funnel,"19,917",0.004,48,414,text
bert-generation,"19,324",0.004,2,9662,text
xmod,"15,755",0.003,26,605,text
visual_bert,"16,087",0.003,18,893,text
transfo-xl,"17,779",0.003,19,935,text
swinv2,"17,736",0.003,49,361,vision
reformer,"17,183",0.003,20,859,text
maskformer,"17,509",0.003,60,291,vision
groupvit,"16,496",0.003,6,2749,text
donut-swin,"17,916",0.003,3,5972,text
deformable_detr,"17,115",0.003,11,1555,text
cvt,"16,562",0.003,17,974,vision
clap,"14,407",0.003,8,1800,text
chinese_clip,"18,291",0.003,8,2286,vision
bridgetower,"14,024",0.003,7,2003,text
align,"14,303",0.003,4,3575,vision
yoso,"9,527",0.002,20,476,text
xlm-roberta-xl,"8,801",0.002,24,366,text
speech-encoder-decoder,"11,906",0.002,181,65,audio
megatron-bert,"12,433",0.002,54,230,text
lxmert,"11,801",0.002,16,737,text
gpt_neox_japanese,"10,159",0.002,6,1693,text
conditional_detr,"9,241",0.002,13,710,text
xlm-prophetnet,"3,272",0.001,11,297,text
swin2sr,"3,326",0.001,9,369,text
roberta-prelayernorm,"6,529",0.001,25,261,text
nezha,"3,493",0.001,20,174,text
mgp-str,"8,071",0.001,3,2690,text
flava,"5,506",0.001,6,917,text
ernie_m,"4,750",0.001,22,215,text
efficientnet,"3,756",0.001,20,187,vision
convnextv2,"6,584",0.001,34,193,vision
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,"1,665",0.0,31,53,text
van,"1,396",0.0,11,126,vision
tvlt,"1,046",0.0,6,174,text
trajectory_transformer,557,0.0,16,34,text
time_series_transformer,"1,140",0.0,7,162,text
speech_to_text_2,0,0.0,0,0,text
retribert,"1,343",0.0,2,671,text
realm,"1,622",0.0,10,162,text
qdqbert,0,0.0,0,0,text
nat,868,0.0,10,86,vision
mctct,"1,661",0.0,10,166,audio
maskformer-swin,0,0.0,0,0,vision
jukebox,"1,237",0.0,6,206,text
informer,603,0.0,3,201,text
graphormer,"1,372",0.0,4,343,text
gptsan-japanese,"1,226",0.0,3,408,text
gpt-sw3,0,0.0,0,0,text
efficientformer,"2,215",0.0,14,158,vision
dinat,986,0.0,13,75,vision
deta,"1,729",0.0,13,133,text
decision_transformer,"1,084",0.0,57,19,text
bit,"1,290",0.0,7,184,vision
altclip,"1,061",0.0,5,212,vision