data_43_2022.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"84,284,638",29.076999999999998,12882,6542.82,text
xlm-roberta,"36,754,225",12.679000000000002,1620,22687.79,text
roberta,"36,477,543",12.584000000000001,4366,8354.91,text
gpt2,"34,570,628",11.926,7288,4743.5,text
distilbert,"16,130,820",5.5649999999999995,3787,4259.52,text
clip,"14,541,228",5.016,56,259664.79,vision
bart,"14,129,681",4.874,1522,9283.63,text
t5,"9,892,759",3.4130000000000003,3511,2817.65,text
camembert,"7,831,900",2.702,366,21398.63,text
albert,"3,777,238",1.303,631,5986.11,text
gpt_neo,"3,048,650",1.052,267,11418.16,text
marian,"2,801,579",0.966,1867,1500.58,text
mpnet,"2,408,352",0.831,152,15844.42,text
layoutlmv2,"2,217,616",0.765,82,27044.1,text
wav2vec2,"1,852,384",0.639,3812,485.93,audio
electra,"1,682,793",0.581,787,2138.24,text
dpr,"1,664,374",0.5740000000000001,79,21068.03,text
mbart,"1,587,262",0.5479999999999999,324,4898.96,text
deberta,"1,301,241",0.449,170,7654.36,text
deberta-v2,"1,140,036",0.393,281,4057.07,text
gptj,"1,057,523",0.365,119,8886.75,text
mt5,"954,612",0.329,757,1261.05,text
longformer,"817,516",0.28200000000000003,110,7431.96,text
opt,"781,445",0.27,79,9891.71,text
bloom,"723,057",0.249,102,7088.79,text
blenderbot,"710,437",0.245,25,28417.48,text
fsmt,"677,752",0.234,22,30806.91,text
vit,"638,097",0.22,489,1304.9,vision
pegasus,"588,101",0.203,348,1689.95,text
m2m_100,"538,497",0.186,228,2361.83,text
layoutlm,"458,904",0.158,45,10197.87,text
beit,"385,585",0.133,31,12438.23,vision
xlnet,"293,782",0.101,126,2331.6,text
convbert,"242,612",0.084,39,6220.82,text
encoder-decoder,"241,229",0.083,225,1072.13,text
lxmert,"230,888",0.08,10,23088.8,text
fnet,"213,714",0.074,25,8548.56,text
vision-encoder-decoder,"194,936",0.067,167,1167.28,vision
detr,"158,311",0.055,32,4947.22,text
segformer,"136,765",0.047,133,1028.31,vision
layoutlmv3,"117,031",0.04,54,2167.24,text
resnet,"91,712",0.032,64,1433.0,vision
gpt_neox,"88,022",0.03,28,3143.64,text
led,"81,437",0.027999999999999997,73,1115.58,text
codegen,"80,352",0.027999999999999997,30,2678.4,text
speech_to_text,"67,847",0.023,27,2512.85,audio
hubert,"66,394",0.023,131,506.82,audio
swin,"63,851",0.022000000000000002,96,665.11,vision
big_bird,"63,755",0.022000000000000002,72,885.49,text
tapas,"57,994",0.02,57,1017.44,text
mobilebert,"57,108",0.02,42,1359.71,text
xlm,"54,432",0.019,21,2592.0,text
xglm,"56,477",0.019,24,2353.21,text
wavlm,"47,993",0.017,90,533.26,audio
longt5,"50,199",0.017,41,1224.37,text
bigbird_pegasus,"45,508",0.016,13,3500.62,text
trocr,"40,458",0.013999999999999999,14,2889.86,text
rag,"39,174",0.013999999999999999,16,2448.38,text
luke,"41,532",0.013999999999999999,32,1297.88,text
openai-gpt,"36,915",0.013,5,7383.0,text
flaubert,"36,232",0.012,36,1006.44,text
yolos,"31,364",0.011000000000000001,13,2412.62,text
convnext,"25,078",0.009000000000000001,61,411.11,vision
visual_bert,"23,220",0.008,13,1786.15,text
plbart,"22,142",0.008,58,381.76,text
owlvit,"24,132",0.008,5,4826.4,text
vilt,"20,012",0.006999999999999999,13,1539.38,text
blenderbot-small,"19,760",0.006999999999999999,8,2470.0,text
vit_mae,"18,328",0.006,5,3665.6,text
squeezebert,"17,135",0.006,14,1223.93,text
funnel,"17,693",0.006,26,680.5,text
ctrl,"17,681",0.006,24,736.71,text
canine,"16,174",0.006,28,577.64,text
transfo-xl,"14,986",0.005,12,1248.83,text
reformer,"13,055",0.005,12,1087.92,text
unispeech-sat,"11,814",0.004,70,168.77,audio
speech-encoder-decoder,"10,532",0.004,154,68.39,audio
data2vec-audio,"11,847",0.004,19,623.53,audio
roformer,"9,129",0.003,20,456.45,text
prophetnet,"8,907",0.003,10,890.7,text
mvp,"7,983",0.003,16,498.94,text
maskformer,"8,922",0.003,19,469.58,vision
deit,"7,795",0.003,10,779.5,vision
cvt,"7,548",0.003,9,838.67,vision
retribert,"6,561",0.002,2,3280.5,text
perceiver,"6,714",0.002,22,305.18,vision
megatron-bert,"5,296",0.002,21,252.19,text
ibert,"5,960",0.002,7,851.43,text
flava,"7,224",0.002,1,7224.0,text
data2vec-text,"4,723",0.002,12,393.58,text
wav2vec2-conformer,"4,339",0.001,18,241.06,audio
unispeech,"3,103",0.001,116,26.75,audio
splinter,"2,415",0.001,30,80.5,text
rembert,"3,358",0.001,11,305.27,text
regnet,"1,856",0.001,34,54.59,vision
realm,"1,458",0.001,9,162.0,text
mobilevit,"3,803",0.001,13,292.54,vision
levit,"1,756",0.001,8,219.5,vision
imagegpt,"2,178",0.001,5,435.6,vision
groupvit,"2,573",0.001,4,643.25,text
dpt,"3,716",0.001,4,929.0,vision
data2vec-vision,"2,585",0.001,6,430.83,vision
bert-generation,"1,479",0.001,1,1479.0,text
yoso,508,0.0,6,84.67,text
xlm-roberta-xl,991,0.0,9,110.11,text
xlm-prophetnet,814,0.0,9,90.44,text
vision-text-dual-encoder,401,0.0,9,44.56,text
van,"1,279",0.0,5,255.8,vision
trajectory_transformer,269,0.0,16,16.81,text
speech_to_text_2,0,0.0,0,0.0,text
sew-d,806,0.0,19,42.42,audio
sew,736,0.0,12,61.33,audio
qdqbert,0,0.0,0,0.0,text
poolformer,729,0.0,5,145.8,vision
nystromformer,"1,302",0.0,11,118.36,text
nezha,"1,309",0.0,4,327.25,text
mctct,774,0.0,6,129.0,audio
glpn,"1,200",0.0,2,600.0,text
decision_transformer,675,0.0,20,33.75,text