data_40_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"105,915,604",20.199,28681,3692,text
wav2vec2,"72,822,885",13.888,6633,10978,audio
roberta,"46,620,781",8.891,10891,4280,text
llama,"31,912,775",6.085999999999999,8545,3734,text
clip,"30,572,426",5.83,195,156781,vision
distilbert,"29,388,546",5.605,11629,2527,text
gpt2,"28,741,158",5.481,14202,2023,text
t5,"23,882,872",4.555,10603,2252,text
xlm-roberta,"20,757,548",3.959,5235,3965,text
deberta-v2,"13,489,340",2.573,1172,11509,text
mpnet,"9,761,260",1.862,1230,7935,text
bart,"8,911,268",1.699,3626,2457,text
deberta,"8,157,961",1.5559999999999998,458,17812,text
vit,"6,703,961",1.278,2531,2648,vision
albert,"6,511,633",1.242,1137,5727,text
camembert,"5,859,301",1.117,927,6320,text
electra,"4,912,214",0.9369999999999999,1516,3240,text
layoutlmv3,"4,681,020",0.893,554,8449,vision
marian,"4,402,180",0.84,2869,1534,text
vision-encoder-decoder,"3,942,833",0.752,1202,3280,vision
bloom,"3,318,221",0.633,625,5309,text
opt,"3,262,758",0.622,704,4634,text
resnet,"2,844,556",0.542,271,10496,vision
longformer,"2,674,793",0.51,359,7450,text
dpt,"2,440,614",0.46499999999999997,16,152538,vision
gpt_neox,"2,405,241",0.459,1266,1899,text
convbert,"1,743,606",0.333,64,27243,text
layoutlmv2,"1,638,227",0.312,176,9308,vision
hubert,"1,536,755",0.293,553,2778,audio
fnet,"1,448,869",0.27599999999999997,45,32197,text
blip,"1,388,607",0.265,97,14315,vision
wavlm,"1,240,721",0.23700000000000002,127,9769,audio
layoutlm,"1,227,270",0.234,189,6493,vision
falcon,"1,169,193",0.22300000000000003,103,11351,text
trocr,"1,119,192",0.213,23,48660,text
gptj,"1,073,965",0.20500000000000002,517,2077,text
whisper,"1,071,132",0.20400000000000001,4469,239,audio
beit,"1,005,409",0.192,221,4549,vision
gpt_neo,"1,002,104",0.191,962,1041,text
m2m_100,"946,000",0.18,437,2164,text
owlvit,"911,547",0.174,11,82867,text
mt5,"906,395",0.173,2361,383,text
clipseg,"856,549",0.163,5,171309,vision
blenderbot,"846,148",0.161,53,15965,text
detr,"784,970",0.15,455,1725,text
mbart,"703,059",0.134,1473,477,text
gpt_bigcode,"667,184",0.127,231,2888,text
ernie,"579,835",0.11100000000000002,74,7835,text
pegasus,"577,376",0.11,675,855,text
dpr,"519,798",0.099,111,4682,text
mpt,"501,614",0.096,235,2134,text
segformer,"497,219",0.095,529,939,vision
codegen,"467,155",0.089,149,3135,text
megatron-bert,"458,123",0.087,57,8037,text
encodec,"453,607",0.087,9,50400,text
mobilebert,"426,385",0.08099999999999999,275,1550,text
yolos,"420,786",0.08,94,4476,text
table-transformer,"394,746",0.075,31,12733,text
longt5,"361,515",0.06899999999999999,207,1746,text
pix2struct,"349,214",0.067,66,5291,vision
swin,"348,673",0.066,559,623,vision
xlm,"338,752",0.065,44,7698,text
musicgen,"333,565",0.064,27,12354,text
esm,"324,420",0.062,311,1043,text
flaubert,"315,702",0.06,75,4209,text
roformer,"310,490",0.059000000000000004,42,7392,text
blip-2,"296,486",0.056999999999999995,54,5490,vision
xlnet,"286,227",0.055,278,1029,text
glpn,"278,982",0.053,59,4728,text
fsmt,"263,135",0.05,36,7309,text
vit_mae,"243,039",0.046,22,11047,text
videomae,"226,420",0.043,294,770,text
deta,"212,953",0.041,37,5755,text
squeezebert,"208,127",0.04,37,5625,text
data2vec-text,"196,917",0.038,29,6790,text
ibert,"194,080",0.037,26,7464,text
speech_to_text,"188,985",0.036000000000000004,33,5726,audio
convnextv2,"180,921",0.034999999999999996,50,3618,vision
sam,"169,534",0.032,25,6781,text
data2vec-audio,"169,775",0.032,38,4467,audio
audio-spectrogram-transformer,"167,423",0.032,159,1052,audio
deit,"161,774",0.031,29,5578,vision
nystromformer,"155,272",0.03,26,5972,text
biogpt,"150,116",0.029,52,2886,text
encoder-decoder,"142,819",0.027,406,351,text
tapas,"137,063",0.026,83,1651,vision
mobilenet_v2,"135,970",0.026,42,3237,vision
unispeech-sat,"132,676",0.025,86,1542,audio
mobilevit,"123,570",0.024,47,2629,vision
mobilenet_v1,"124,570",0.024,10,12457,vision
convnext,"126,856",0.024,168,755,vision
poolformer,"118,464",0.023,9,13162,vision
vilt,"117,979",0.022000000000000002,42,2809,vision
levit,"115,230",0.022000000000000002,14,8230,vision
instructblip,"113,115",0.022000000000000002,17,6653,vision
data2vec-vision,"115,805",0.022000000000000002,12,9650,vision
canine,"114,276",0.022000000000000002,140,816,text
bark,"111,851",0.021,13,8603,text
led,"107,410",0.02,249,431,text
dinov2,"102,367",0.02,11,9306,vision
wav2vec2-conformer,"100,712",0.019,40,2517,audio
xglm,"95,875",0.018000000000000002,135,710,text
git,"96,182",0.018000000000000002,137,702,vision
unispeech,"88,293",0.017,124,712,audio
efficientnet,"88,877",0.017,22,4039,vision
sew-d,"84,621",0.016,25,3384,audio
sew,"84,580",0.016,18,4698,audio
luke,"83,033",0.016,59,1407,text
speecht5,"79,043",0.015,490,161,audio
decision_transformer,"77,174",0.015,1088,70,text
mask2former,"70,790",0.013999999999999999,64,1106,text
bridgetower,"64,398",0.012,8,8049,text
prophetnet,"57,524",0.011000000000000001,30,1917,text
bigbird_pegasus,"57,012",0.011000000000000001,44,1295,text
oneformer,"52,190",0.01,12,4349,text
maskformer,"52,644",0.01,66,797,vision
markuplm,"53,202",0.01,22,2418,text
cvt,"51,682",0.01,19,2720,vision
xclip,"48,748",0.009000000000000001,20,2437,text
switch_transformers,"46,581",0.009000000000000001,28,1663,text
openai-gpt,"48,115",0.009000000000000001,39,1233,text
lilt,"44,748",0.009000000000000001,118,379,text
blenderbot-small,"45,089",0.009000000000000001,20,2254,text
big_bird,"49,257",0.009000000000000001,308,159,text
rwkv,"41,727",0.008,84,496,text
plbart,"40,573",0.008,90,450,text
perceiver,"38,383",0.006999999999999999,37,1037,vision
pegasus_x,"37,114",0.006999999999999999,48,773,text
mvp,"36,345",0.006999999999999999,28,1298,text
imagegpt,"35,204",0.006999999999999999,11,3200,vision
idefics,"36,130",0.006999999999999999,9,4014,text
clap,"36,535",0.006999999999999999,13,2810,text
upernet,"32,111",0.006,16,2006,vision
splinter,"33,600",0.006,34,988,text
regnet,"33,822",0.006,40,845,vision
rag,"32,465",0.006,17,1909,text
ctrl,"29,738",0.006,33,901,text
visual_bert,"21,471",0.004,18,1192,text
timesformer,"21,465",0.004,27,795,text
swinv2,"21,883",0.004,86,254,vision
rembert,"22,414",0.004,28,800,text
donut-swin,"22,243",0.004,3,7414,text
align,"19,876",0.004,4,4969,vision
vits,"15,271",0.003,1160,13,text
vit_msn,"15,736",0.003,10,1573,vision
transfo-xl,"18,067",0.003,21,860,text
roc_bert,"17,824",0.003,21,848,text
groupvit,"13,156",0.003,6,2192,text
funnel,"13,390",0.003,55,243,text
chinese_clip,"15,663",0.003,9,1740,vision
xmod,"10,958",0.002,108,101,text
swin2sr,"11,251",0.002,10,1125,text
speech-encoder-decoder,"8,824",0.002,205,43,audio
nezha,"7,885",0.002,20,394,text
mra,"9,096",0.002,8,1137,text
mega,"8,285",0.002,29,285,text
lxmert,"8,218",0.002,16,513,text
deformable_detr,"11,884",0.002,18,660,text
cpmant,"10,901",0.002,1,10901,text
bert-generation,"12,182",0.002,2,6091,text
yoso,"6,210",0.001,19,326,text
xlm-roberta-xl,"6,137",0.001,27,227,text
vivit,"6,410",0.001,6,1068,text
umt5,"2,823",0.001,14,201,text
roberta-prelayernorm,"3,753",0.001,27,139,text
reformer,"7,713",0.001,20,385,text
pvt,"3,121",0.001,11,283,vision
mobilevitv2,"7,422",0.001,13,570,vision
mgp-str,"4,413",0.001,4,1103,text
gpt_neox_japanese,"5,816",0.001,6,969,text
flava,"6,079",0.001,18,337,text
conditional_detr,"3,234",0.001,15,215,text
altclip,"3,757",0.001,5,751,vision
xlm-prophetnet,"1,086",0.0,11,98,text
vitdet,0,0.0,0,0,vision
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,"1,266",0.0,54,23,text
van,324,0.0,11,29,vision
tvlt,"1,804",0.0,6,300,text
trajectory_transformer,83,0.0,16,5,text
timm_backbone,0,0.0,0,0,vision
time_series_transformer,"1,666",0.0,16,104,text
swiftformer,"1,378",0.0,7,196,vision
speech_to_text_2,0,0.0,0,0,text
retribert,724,0.0,2,362,text
realm,"2,226",0.0,10,222,text
qdqbert,0,0.0,0,0,text
pop2piano,0,0.0,0,0,audio
open-llama,17,0.0,3,5,text
nllb-moe,"2,050",0.0,4,512,text
nat,658,0.0,10,65,vision
mctct,161,0.0,10,16,audio
maskformer-swin,0,0.0,0,0,vision
jukebox,"1,307",0.0,6,217,text
informer,"1,434",0.0,3,478,text
graphormer,"1,340",0.0,8,167,text
gptsan-japanese,"1,354",0.0,3,451,text
gpt-sw3,0,0.0,0,0,text
focalnet,"1,341",0.0,18,74,vision
ernie_m,"1,139",0.0,22,51,text
efficientformer,"1,221",0.0,14,87,vision
dinat,573,0.0,13,44,vision
code_llama,0,0.0,0,0,text
bit,"1,956",0.0,8,244,vision
autoformer,"2,192",0.0,7,313,text