data_25_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"112,183,957",27.548000000000002,23533,4767,text
wav2vec2,"57,403,842",14.096,5633,10190,audio
xlm-roberta,"40,493,843",9.944,4069,9951,text
distilbert,"26,729,900",6.564,8967,2980,text
roberta,"26,400,023",6.483,8601,3069,text
gpt2,"21,843,804",5.364,11755,1858,text
clip,"16,016,850",3.933,155,103334,vision
t5,"10,794,208",2.651,8104,1331,text
bart,"9,677,738",2.377,3077,3145,text
deberta,"8,352,399",2.051,389,21471,text
layoutlmv3,"6,874,736",1.688,321,21416,vision
albert,"4,902,995",1.204,1041,4709,text
electra,"4,332,442",1.064,1326,3267,text
mpnet,"3,963,314",0.9730000000000001,964,4111,text
hubert,"3,865,069",0.9490000000000001,175,22086,audio
marian,"3,633,936",0.8920000000000001,2462,1476,text
resnet,"3,575,775",0.878,195,18337,vision
bloom,"3,396,521",0.8340000000000001,444,7649,text
layoutlm,"2,995,329",0.736,142,21093,vision
camembert,"2,956,302",0.726,726,4072,text
yolos,"2,775,698",0.6819999999999999,39,71171,text
longformer,"2,305,817",0.5660000000000001,286,8062,text
vision-encoder-decoder,"1,841,539",0.45199999999999996,737,2498,vision
vit,"1,625,357",0.39899999999999997,1431,1135,vision
llama,"1,497,526",0.368,1450,1032,text
gpt_neox,"1,320,884",0.32399999999999995,825,1601,text
deberta-v2,"1,297,437",0.319,762,1702,text
opt,"1,226,555",0.301,463,2649,text
convbert,"1,186,643",0.291,63,18835,text
pegasus,"1,167,447",0.28700000000000003,594,1965,text
mbart,"1,162,957",0.28600000000000003,822,1414,text
vit_mae,"1,156,997",0.28400000000000003,15,77133,text
whisper,"1,054,888",0.259,2679,393,audio
beit,"1,047,670",0.257,147,7127,vision
wavlm,"1,036,759",0.255,115,9015,audio
fnet,"979,169",0.24,45,21759,text
clipseg,"821,567",0.202,5,164313,vision
m2m_100,"793,711",0.19499999999999998,379,2094,text
gptj,"784,168",0.193,427,1836,text
blip,"738,003",0.181,53,13924,vision
gpt_neo,"708,978",0.174,656,1080,text
trocr,"543,297",0.133,22,24695,text
esm,"531,175",0.13,190,2795,text
blenderbot,"526,362",0.129,44,11962,text
mt5,"463,407",0.11399999999999999,2054,225,text
transfo-xl,"365,125",0.09,19,19217,text
mobilebert,"323,055",0.079,254,1271,text
detr,"322,593",0.079,230,1402,text
codegen,"303,216",0.074,118,2569,text
swin,"281,349",0.06899999999999999,422,666,vision
xlnet,"273,640",0.067,236,1159,text
layoutlmv2,"272,360",0.067,163,1670,vision
longt5,"245,874",0.06,131,1876,text
xlm,"231,033",0.056999999999999995,34,6795,text
dpr,"233,969",0.056999999999999995,105,2228,text
segformer,"213,213",0.052,390,546,vision
flaubert,"210,355",0.052,71,2962,text
dpt,"192,185",0.047,11,17471,vision
roformer,"186,371",0.046,35,5324,text
encoder-decoder,"171,652",0.042,361,475,text
speech_to_text,"161,239",0.04,33,4886,audio
bigbird_pegasus,"156,069",0.038,33,4729,text
luke,"150,558",0.037,58,2595,text
squeezebert,"140,766",0.034999999999999996,32,4398,text
convnext,"132,936",0.033,148,898,vision
data2vec-text,"129,250",0.032,29,4456,text
mask2former,"127,977",0.031,58,2206,text
ibert,"126,471",0.031,22,5748,text
data2vec-audio,"122,018",0.03,32,3813,audio
markuplm,"117,059",0.029,22,5320,text
led,"118,065",0.029,217,544,text
fsmt,"114,313",0.027999999999999997,36,3175,text
mobilevit,"106,849",0.026,29,3684,vision
unispeech-sat,"101,910",0.025,84,1213,audio
vilt,"96,759",0.024,21,4607,vision
owlvit,"99,657",0.024,9,11073,text
blip-2,"96,765",0.024,24,4031,vision
nystromformer,"95,540",0.023,27,3538,text
deit,"92,744",0.023,22,4215,vision
audio-spectrogram-transformer,"89,240",0.022000000000000002,91,980,audio
table-transformer,"80,547",0.02,22,3661,text
tapas,"75,519",0.019,82,920,vision
pix2struct,"76,641",0.019,38,2016,text
mobilenet_v2,"79,127",0.019,20,3956,vision
mobilenet_v1,"67,483",0.017,10,6748,vision
data2vec-vision,"68,163",0.017,12,5680,vision
poolformer,"65,426",0.016,10,6542,vision
levit,"67,064",0.016,15,4470,vision
wav2vec2-conformer,"61,750",0.015,33,1871,audio
openai-gpt,"59,460",0.015,16,3716,text
big_bird,"60,125",0.015,199,302,text
xclip,"55,952",0.013999999999999999,20,2797,text
unispeech,"56,964",0.013999999999999999,124,459,audio
sew-d,"56,957",0.013999999999999999,25,2278,audio
sew,"56,845",0.013999999999999999,18,3158,audio
xglm,"53,669",0.013,120,447,text
upernet,"51,452",0.013,11,4677,vision
plbart,"46,670",0.011000000000000001,82,569,text
git,"45,596",0.011000000000000001,80,569,text
speecht5,"40,798",0.01,94,434,audio
rag,"40,140",0.01,16,2508,text
ernie,"38,520",0.009000000000000001,69,558,text
biogpt,"35,933",0.009000000000000001,43,835,text
prophetnet,"33,679",0.008,25,1347,text
glpn,"31,107",0.008,58,536,text
videomae,"28,596",0.006999999999999999,142,201,text
timesformer,"29,415",0.006999999999999999,23,1278,text
blenderbot-small,"29,360",0.006999999999999999,19,1545,text
splinter,"25,452",0.006,34,748,text
canine,"25,863",0.006,140,184,text
perceiver,"22,024",0.005,36,611,vision
oneformer,"20,931",0.005,11,1902,text
mvp,"22,163",0.005,28,791,text
imagegpt,"20,963",0.005,11,1905,vision
ctrl,"20,496",0.005,31,661,text
chinese_clip,"19,516",0.005,8,2439,vision
visual_bert,"15,053",0.004,18,836,text
switch_transformers,"17,125",0.004,27,634,text
rembert,"14,947",0.004,28,533,text
regnet,"15,993",0.004,40,399,vision
pegasus_x,"17,582",0.004,30,586,text
maskformer,"18,200",0.004,53,343,vision
funnel,"14,907",0.004,48,310,text
xmod,"12,438",0.003,26,478,text
swinv2,"13,329",0.003,40,333,vision
reformer,"10,307",0.003,20,515,text
lilt,"14,224",0.003,87,163,text
groupvit,"10,967",0.003,6,1827,text
donut-swin,"12,489",0.003,3,4163,text
deformable_detr,"12,094",0.003,11,1099,text
clap,"11,419",0.003,8,1427,text
bridgetower,"11,706",0.003,8,1463,text
yoso,"10,138",0.002,20,506,text
vit_msn,"9,863",0.002,10,986,vision
speech-encoder-decoder,"10,038",0.002,181,55,audio
roc_bert,"8,947",0.002,21,426,text
mgp-str,"6,754",0.002,3,2251,text
megatron-bert,"6,792",0.002,52,130,text
lxmert,"9,541",0.002,16,596,text
gpt_neox_japanese,"10,169",0.002,6,1694,text
cvt,"8,256",0.002,18,458,vision
bert-generation,"6,868",0.002,2,3434,text
xlm-roberta-xl,"5,788",0.001,24,241,text
xlm-prophetnet,"2,554",0.001,11,232,text
swin2sr,"2,709",0.001,9,301,text
roberta-prelayernorm,"3,954",0.001,25,158,text
nezha,"2,183",0.001,20,109,text
flava,"5,675",0.001,6,945,text
efficientnet,"3,820",0.001,20,191,vision
convnextv2,"2,916",0.001,26,112,vision
conditional_detr,"5,728",0.001,12,477,text
align,"3,449",0.001,4,862,vision
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,656,0.0,30,21,text
van,870,0.0,11,79,vision
tvlt,615,0.0,6,102,text
trajectory_transformer,324,0.0,16,20,text
time_series_transformer,"1,233",0.0,6,205,text
speech_to_text_2,0,0.0,0,0,text
retribert,"1,295",0.0,2,647,text
realm,"1,341",0.0,10,134,text
qdqbert,0,0.0,0,0,text
nat,279,0.0,10,27,vision
mctct,"1,031",0.0,10,103,audio
maskformer-swin,0,0.0,0,0,vision
jukebox,813,0.0,6,135,text
informer,545,0.0,3,181,text
graphormer,902,0.0,3,300,text
gptsan-japanese,"1,023",0.0,3,341,text
gpt-sw3,0,0.0,0,0,text
ernie_m,735,0.0,21,35,text
efficientformer,"1,110",0.0,14,79,vision
dinat,337,0.0,13,25,vision
deta,"1,555",0.0,11,141,text
decision_transformer,"1,013",0.0,54,18,text
bit,990,0.0,7,141,vision
altclip,"1,221",0.0,5,244,vision