data_9_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"136,077,814",40.312,17691,7691,text
xlm-roberta,"27,391,992",8.115,2508,10921,text
gpt2,"25,517,073",7.559,9355,2727,text
roberta,"21,973,117",6.5089999999999995,6482,3389,text
distilbert,"19,456,740",5.763999999999999,6125,3176,text
t5,"19,410,721",5.75,5077,3823,text
clip,"16,264,147",4.818,82,198343,vision
bart,"10,356,568",3.068,2325,4454,text
layoutlmv3,"6,593,530",1.9529999999999998,157,41997,vision
marian,"5,992,028",1.775,2058,2911,text
albert,"5,436,390",1.611,803,6770,text
mpnet,"3,209,957",0.951,474,6772,text
electra,"3,083,431",0.9129999999999999,1149,2683,text
wav2vec2,"2,937,752",0.8699999999999999,4806,611,audio
vit,"2,803,405",0.83,813,3448,vision
gptj,"2,344,625",0.695,208,11272,text
deberta-v2,"2,192,128",0.649,544,4029,text
layoutlm,"1,997,095",0.592,97,20588,vision
deberta,"1,838,056",0.545,273,6732,text
camembert,"1,763,811",0.523,558,3160,text
xlnet,"1,389,283",0.41200000000000003,194,7161,text
vision-encoder-decoder,"1,356,694",0.402,377,3598,vision
m2m_100,"1,170,235",0.347,284,4120,text
longformer,"1,137,882",0.337,217,5243,text
gpt_neo,"1,014,731",0.301,417,2433,text
pegasus,"867,926",0.257,469,1850,text
dpr,"808,047",0.23900000000000002,93,8688,text
mbart,"778,723",0.231,563,1383,text
opt,"711,395",0.211,294,2419,text
convbert,"647,084",0.192,47,13767,text
gpt_neox,"508,149",0.151,133,3820,text
layoutlmv2,"483,234",0.14300000000000002,122,3960,vision
fnet,"476,116",0.14100000000000001,33,14427,text
bloom,"471,973",0.13999999999999999,216,2185,text
blenderbot,"448,651",0.133,32,14020,text
fsmt,"335,071",0.099,30,11169,text
mt5,"311,000",0.092,1215,255,text
beit,"294,442",0.087,111,2652,vision
detr,"287,140",0.08499999999999999,72,3988,text
maskformer,"270,315",0.08,31,8719,vision
resnet,"258,411",0.077,103,2508,vision
whisper,"241,372",0.07200000000000001,1542,156,audio
longt5,"241,127",0.07100000000000001,69,3494,text
hubert,"239,136",0.07100000000000001,148,1615,audio
segformer,"230,278",0.068,220,1046,vision
openai-gpt,"217,924",0.065,9,24213,text
mobilebert,"213,583",0.063,234,912,text
visual_bert,"192,656",0.056999999999999995,15,12843,text
codegen,"191,249",0.056999999999999995,81,2361,text
big_bird,"190,032",0.055999999999999994,174,1092,text
roformer,"184,035",0.055,28,6572,text
xlm,"177,669",0.053,27,6580,text
encoder-decoder,"178,358",0.053,319,559,text
flaubert,"165,634",0.049,39,4247,text
clipseg,"162,409",0.048,3,54136,vision
funnel,"158,698",0.047,39,4069,text
bigbird_pegasus,"159,048",0.047,23,6915,text
data2vec-text,"155,891",0.046,22,7085,text
squeezebert,"148,993",0.044000000000000004,22,6772,text
led,"137,556",0.041,94,1463,text
owlvit,"135,500",0.04,7,19357,text
ibert,"132,181",0.039,14,9441,text
yolos,"111,281",0.033,21,5299,text
swin,"111,884",0.033,237,472,vision
esm,"112,249",0.033,78,1439,text
lxmert,"104,965",0.031,13,8074,text
deit,"95,588",0.027999999999999997,15,6372,vision
wavlm,"88,379",0.026,85,1039,audio
convnext,"89,307",0.026,102,875,vision
tapas,"76,123",0.023,70,1087,vision
nystromformer,"73,739",0.022000000000000002,20,3686,text
mobilevit,"75,368",0.022000000000000002,17,4433,vision
trocr,"71,883",0.021,15,4792,text
plbart,"65,990",0.02,72,916,text
ernie,"68,401",0.02,46,1486,text
data2vec-vision,"67,278",0.02,9,7475,vision
mobilenet_v2,"64,534",0.019,14,4609,vision
table-transformer,"61,831",0.018000000000000002,6,10305,text
levit,"60,353",0.018000000000000002,11,5486,vision
rembert,"57,431",0.017,21,2734,text
poolformer,"57,719",0.017,7,8245,vision
mvp,"58,399",0.017,22,2654,text
vilt,"52,983",0.016,16,3311,vision
mobilenet_v1,"53,042",0.016,4,13260,vision
unispeech-sat,"47,317",0.013999999999999999,76,622,audio
xglm,"45,365",0.013,48,945,text
luke,"44,315",0.013,56,791,text
data2vec-audio,"44,816",0.013,24,1867,audio
audio-spectrogram-transformer,"45,251",0.013,17,2661,audio
perceiver,"41,668",0.012,30,1388,vision
markuplm,"38,410",0.011000000000000001,10,3841,text
blip,"36,676",0.011000000000000001,13,2821,vision
vit_mae,"35,361",0.01,8,4420,text
switch_transformers,"34,342",0.01,21,1635,text
speech_to_text,"33,102",0.01,29,1141,audio
prophetnet,"33,116",0.01,19,1742,text
pegasus_x,"32,179",0.01,11,2925,text
megatron-bert,"33,913",0.01,34,997,text
ctrl,"32,233",0.01,27,1193,text
biogpt,"32,201",0.01,11,2927,text
timesformer,"30,993",0.009000000000000001,16,1937,text
regnet,"28,712",0.009000000000000001,37,776,vision
dpt,"30,404",0.009000000000000001,8,3800,vision
blenderbot-small,"28,760",0.009000000000000001,12,2396,text
rag,"25,437",0.008,16,1589,text
nezha,"27,733",0.008,12,2311,text
deformable_detr,"28,304",0.008,7,4043,text
xlm-roberta-xl,"22,663",0.006999999999999999,16,1416,text
wav2vec2-conformer,"22,739",0.006999999999999999,26,874,audio
unispeech,"23,257",0.006999999999999999,120,193,audio
transfo-xl,"23,135",0.006999999999999999,15,1542,text
splinter,"22,485",0.006999999999999999,31,725,text
reformer,"24,119",0.006999999999999999,16,1507,text
git,"22,888",0.006999999999999999,23,995,text
canine,"22,427",0.006999999999999999,35,640,text
xclip,"19,911",0.006,19,1047,text
videomae,"20,002",0.006,49,408,text
swinv2,"21,492",0.006,30,716,vision
sew-d,"19,543",0.006,23,849,audio
sew,"19,503",0.006,15,1300,audio
groupvit,"20,565",0.006,5,4113,text
cvt,"18,938",0.006,13,1456,vision
yoso,"15,233",0.005,13,1171,text
vit_msn,"16,400",0.005,7,2342,vision
lilt,"16,795",0.005,45,373,text
glpn,"15,603",0.005,41,380,text
bert-generation,"16,589",0.005,2,8294,text
speech-encoder-decoder,"12,697",0.004,177,71,audio
roc_bert,"11,951",0.004,13,919,text
retribert,"9,581",0.003,2,4790,text
mask2former,"10,508",0.003,30,350,text
imagegpt,"9,711",0.003,8,1213,vision
gpt_neox_japanese,"8,942",0.003,3,2980,text
flava,"10,186",0.003,4,2546,text
donut-swin,"8,724",0.003,2,4362,text
blip-2,"8,978",0.003,8,1122,text
vision-text-dual-encoder,"5,123",0.002,19,269,text
van,"5,789",0.002,8,723,vision
mctct,"5,860",0.002,8,732,audio
conditional_detr,"6,690",0.002,4,1672,text
swin2sr,"3,356",0.001,7,479,text
speecht5,"4,102",0.001,3,1367,audio
realm,"1,808",0.001,10,180,text
oneformer,"3,222",0.001,7,460,text
chinese_clip,"4,312",0.001,4,1078,vision
bridgetower,"3,216",0.001,5,643,text
xmod,384,0.0,9,42,text
xlm-prophetnet,689,0.0,10,68,text
vit_hybrid,0,0.0,0,0,vision
upernet,515,0.0,9,57,vision
trajectory_transformer,209,0.0,16,13,text
time_series_transformer,"1,117",0.0,4,279,text
speech_to_text_2,0,0.0,0,0,text
roberta-prelayernorm,"1,029",0.0,10,102,text
qdqbert,0,0.0,0,0,text
nat,362,0.0,4,90,vision
maskformer-swin,0,0.0,0,0,vision
jukebox,857,0.0,6,142,text
graphormer,194,0.0,2,97,text
gpt-sw3,0,0.0,0,0,text
efficientformer,846,0.0,3,282,vision
dinat,333,0.0,7,47,vision
deta,873,0.0,6,145,text
decision_transformer,872,0.0,29,30,text
bit,235,0.0,1,235,vision
altclip,781,0.0,2,390,vision