data_21_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
vit,"144,880,676",22.027,1269,114169,vision
bert,"117,512,620",17.866,21909,5363,text
wav2vec2,"54,871,171",8.341999999999999,5408,10146,audio
resnet,"53,582,865",8.146,159,336999,vision
roberta,"34,522,081",5.2490000000000006,8024,4302,text
xlm-roberta,"34,069,348",5.18,3737,9116,text
convnext,"33,442,283",5.0840000000000005,136,245899,vision
gpt2,"27,534,877",4.186,11197,2459,text
distilbert,"25,387,027",3.8600000000000003,8243,3079,text
clip,"20,971,755",3.1879999999999997,151,138885,vision
t5,"14,930,407",2.27,7459,2001,text
bart,"11,970,058",1.82,2955,4050,text
layoutlmv3,"9,560,960",1.4540000000000002,265,36079,vision
deberta,"6,887,891",1.047,355,19402,text
hubert,"5,436,034",0.826,167,32551,audio
albert,"5,261,472",0.8,971,5418,text
marian,"4,700,939",0.715,2405,1954,text
electra,"4,703,060",0.715,1267,3711,text
bloom,"4,287,366",0.652,366,11714,text
longformer,"3,352,293",0.51,274,12234,text
camembert,"3,302,754",0.502,674,4900,text
mpnet,"3,268,066",0.49699999999999994,628,5203,text
clipseg,"2,819,013",0.42900000000000005,5,563802,vision
layoutlm,"2,674,382",0.407,126,21225,vision
opt,"1,782,063",0.271,427,4173,text
vision-encoder-decoder,"1,630,985",0.248,614,2656,vision
gpt_neox,"1,403,204",0.213,618,2270,text
deberta-v2,"1,320,894",0.201,704,1876,text
gptj,"1,246,331",0.189,404,3084,text
convbert,"1,168,964",0.178,62,18854,text
llama,"1,028,502",0.156,867,1186,text
blip,"988,214",0.15,37,26708,vision
fnet,"970,218",0.148,45,21560,text
mbart,"949,313",0.14400000000000002,793,1197,text
gpt_neo,"921,114",0.13999999999999999,611,1507,text
m2m_100,"761,183",0.116,349,2181,text
pegasus,"732,048",0.11100000000000002,562,1302,text
beit,"682,565",0.104,143,4773,vision
whisper,"661,485",0.101,2440,271,audio
glpn,"484,634",0.074,43,11270,text
blenderbot,"488,446",0.074,45,10854,text
yolos,"477,351",0.073,32,14917,text
vit_mae,"442,755",0.067,15,29517,text
dpr,"442,554",0.067,102,4338,text
mt5,"405,165",0.062,1922,210,text
layoutlmv2,"345,933",0.053,153,2261,vision
codegen,"334,742",0.051000000000000004,107,3128,text
dpt,"275,185",0.042,11,25016,vision
detr,"268,018",0.041,203,1320,text
segformer,"256,968",0.039,342,751,vision
mobilebert,"248,863",0.038,252,987,text
encoder-decoder,"245,793",0.037,367,669,text
xlm,"235,779",0.036000000000000004,33,7144,text
wavlm,"239,047",0.036000000000000004,104,2298,audio
xlnet,"225,791",0.034,226,999,text
longt5,"225,228",0.034,108,2085,text
flaubert,"222,656",0.034,64,3479,text
blip-2,"218,388",0.033,21,10399,vision
roformer,"210,460",0.032,35,6013,text
esm,"189,034",0.029,162,1166,text
swin,"168,048",0.026,372,451,vision
squeezebert,"168,091",0.026,31,5422,text
mobilevit,"168,936",0.026,22,7678,vision
luke,"173,246",0.026,58,2987,text
speech_to_text,"159,627",0.024,31,5149,audio
fsmt,"156,514",0.024,36,4347,text
data2vec-text,"151,978",0.023,29,5240,text
tapas,"142,140",0.022000000000000002,81,1754,vision
ibert,"142,325",0.022000000000000002,22,6469,text
deit,"137,228",0.021,20,6861,vision
data2vec-audio,"136,682",0.021,32,4271,audio
trocr,"133,385",0.02,21,6351,text
vilt,"120,288",0.018000000000000002,18,6682,vision
mask2former,"110,338",0.017,49,2251,text
nystromformer,"106,593",0.016,26,4099,text
audio-spectrogram-transformer,"105,284",0.016,71,1482,audio
table-transformer,"98,503",0.015,18,5472,text
upernet,"89,071",0.013999999999999999,11,8097,vision
owlvit,"91,160",0.013999999999999999,9,10128,text
led,"91,945",0.013999999999999999,192,478,text
unispeech-sat,"83,346",0.013,83,1004,audio
mobilenet_v2,"83,180",0.013,20,4159,vision
markuplm,"84,911",0.013,20,4245,text
data2vec-vision,"78,443",0.012,12,6536,vision
poolformer,"73,186",0.011000000000000001,9,8131,vision
mobilenet_v1,"75,403",0.011000000000000001,10,7540,vision
levit,"75,529",0.011000000000000001,14,5394,vision
ernie,"70,803",0.011000000000000001,66,1072,text
bigbird_pegasus,"70,736",0.011000000000000001,30,2357,text
big_bird,"74,405",0.011000000000000001,190,391,text
openai-gpt,"68,836",0.01,15,4589,text
clap,"65,380",0.01,8,8172,text
wav2vec2-conformer,"61,756",0.009000000000000001,32,1929,audio
unispeech,"57,538",0.009000000000000001,124,464,audio
sew-d,"56,315",0.009000000000000001,25,2252,audio
sew,"56,466",0.009000000000000001,18,3137,audio
canine,"58,026",0.009000000000000001,134,433,text
git,"49,831",0.008,65,766,text
biogpt,"55,039",0.008,41,1342,text
xglm,"48,250",0.006999999999999999,120,402,text
pix2struct,"48,954",0.006999999999999999,30,1631,text
xclip,"40,623",0.006,20,2031,text
prophetnet,"42,241",0.006,24,1760,text
plbart,"37,328",0.006,79,472,text
oneformer,"37,810",0.006,11,3437,text
bert-generation,"40,037",0.006,2,20018,text
timesformer,"32,087",0.005,21,1527,text
splinter,"30,160",0.005,34,887,text
regnet,"32,434",0.005,39,831,vision
rag,"33,875",0.005,16,2117,text
perceiver,"31,352",0.005,36,870,vision
blenderbot-small,"33,115",0.005,22,1505,text
swinv2,"24,444",0.004,40,611,vision
speecht5,"26,298",0.004,55,478,audio
rembert,"26,568",0.004,28,948,text
mvp,"27,118",0.004,28,968,text
maskformer,"23,376",0.004,50,467,vision
lilt,"23,908",0.004,77,310,text
funnel,"24,210",0.004,47,515,text
ctrl,"25,885",0.004,31,835,text
visual_bert,"19,284",0.003,17,1134,text
videomae,"17,986",0.003,103,174,text
transfo-xl,"22,612",0.003,18,1256,text
switch_transformers,"22,901",0.003,26,880,text
retribert,"21,009",0.003,2,10504,text
pegasus_x,"19,961",0.003,26,767,text
imagegpt,"20,021",0.003,11,1820,vision
xmod,"13,573",0.002,26,522,text
xlm-roberta-xl,"13,550",0.002,24,564,text
vit_msn,"15,498",0.002,10,1549,vision
speech-encoder-decoder,"11,478",0.002,180,63,audio
roc_bert,"14,025",0.002,21,667,text
roberta-prelayernorm,"11,468",0.002,27,424,text
reformer,"13,820",0.002,20,691,text
megatron-bert,"12,003",0.002,49,244,text
lxmert,"14,586",0.002,16,911,text
groupvit,"14,088",0.002,6,2348,text
donut-swin,"14,937",0.002,3,4979,text
deformable_detr,"12,189",0.002,11,1108,text
cvt,"12,007",0.002,16,750,vision
chinese_clip,"13,258",0.002,8,1657,vision
bridgetower,"15,751",0.002,7,2250,text
yoso,"9,344",0.001,19,491,text
swin2sr,"7,058",0.001,9,784,text
realm,"8,049",0.001,10,804,text
nezha,"6,737",0.001,20,336,text
mgp-str,"5,084",0.001,3,1694,text
gpt_neox_japanese,"9,659",0.001,5,1931,text
flava,"9,350",0.001,6,1558,text
efficientnet,"5,459",0.001,17,321,vision
convnextv2,"5,805",0.001,25,232,vision
conditional_detr,"3,496",0.001,9,388,text
align,"4,733",0.001,4,1183,vision
xlm-prophetnet,651,0.0,10,65,text
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,"1,321",0.0,28,47,text
van,"2,442",0.0,10,244,vision
tvlt,"1,383",0.0,6,230,text
trajectory_transformer,355,0.0,16,22,text
time_series_transformer,"1,230",0.0,4,307,text
speech_to_text_2,0,0.0,0,0,text
qdqbert,0,0.0,0,0,text
nat,445,0.0,10,44,vision
mctct,"2,364",0.0,10,236,audio
maskformer-swin,0,0.0,0,0,vision
jukebox,"1,049",0.0,6,174,text
informer,629,0.0,1,629,text
graphormer,912,0.0,3,304,text
gptsan-japanese,"1,818",0.0,3,606,text
gpt-sw3,0,0.0,0,0,text
ernie_m,"2,854",0.0,20,142,text
efficientformer,"2,705",0.0,11,245,vision
dinat,435,0.0,13,33,vision
deta,"2,881",0.0,11,261,text
decision_transformer,"1,965",0.0,48,40,text
bit,"2,199",0.0,7,314,vision
altclip,"3,067",0.0,5,613,vision