data_48_2022.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"85,629,254",37.852999999999994,13908,6156.83,text
roberta,"23,724,678",10.488,5147,4609.42,text
distilbert,"20,093,909",8.883000000000001,4289,4684.99,text
gpt2,"15,665,720",6.925000000000001,7878,1988.54,text
clip,"12,255,274",5.418,66,185685.97,vision
t5,"10,340,174",4.571,3823,2704.73,text
camembert,"8,469,530",3.744,412,20557.11,text
xlm-roberta,"7,869,983",3.479,1843,4270.2,text
bart,"6,334,358",2.8000000000000003,1712,3699.98,text
vit,"4,504,263",1.991,552,8159.9,vision
albert,"3,745,342",1.656,671,5581.73,text
marian,"3,022,848",1.336,1896,1594.33,text
wav2vec2,"2,697,285",1.192,4143,651.05,audio
led,"2,277,732",1.0070000000000001,83,27442.55,text
electra,"1,792,357",0.792,899,1993.72,text
mpnet,"1,656,127",0.732,256,6469.25,text
mt5,"1,283,453",0.567,831,1544.47,text
gpt_neo,"1,269,152",0.561,301,4216.45,text
gptj,"1,171,884",0.518,141,8311.23,text
deberta,"1,139,227",0.504,234,4868.49,text
deberta-v2,"1,052,290",0.46499999999999997,378,2783.84,text
layoutlmv2,"811,928",0.359,101,8038.89,text
pegasus,"775,188",0.34299999999999997,371,2089.46,text
m2m_100,"743,507",0.329,242,3072.34,text
layoutlm,"716,054",0.317,65,11016.22,text
vision-encoder-decoder,"603,977",0.267,253,2387.26,vision
longformer,"539,658",0.23900000000000002,159,3394.08,text
mbart,"531,707",0.23500000000000001,357,1489.38,text
layoutlmv3,"519,777",0.22999999999999998,83,6262.37,text
longt5,"517,171",0.22899999999999998,56,9235.2,text
opt,"417,329",0.184,169,2469.4,text
xlnet,"311,999",0.13799999999999998,169,1846.15,text
dpr,"308,980",0.13699999999999998,82,3768.05,text
fsmt,"300,938",0.133,25,12037.52,text
encoder-decoder,"281,205",0.124,261,1077.41,text
hubert,"199,832",0.08800000000000001,139,1437.64,audio
convbert,"182,993",0.08099999999999999,44,4158.93,text
bloom,"154,384",0.068,162,952.99,text
detr,"141,259",0.062,38,3717.34,text
segformer,"126,601",0.055999999999999994,168,753.58,vision
fnet,"126,033",0.055999999999999994,33,3819.18,text
blenderbot,"110,174",0.049,28,3934.79,text
big_bird,"110,107",0.049,86,1280.31,text
beit,"99,780",0.044000000000000004,45,2217.33,vision
esm,"85,535",0.038,44,1943.98,text
gpt_neox,"76,626",0.034,36,2128.5,text
resnet,"73,311",0.032,70,1047.3,vision
convnext,"61,434",0.027,73,841.56,vision
codegen,"58,248",0.026,40,1456.2,text
owlvit,"54,497",0.024,7,7785.29,text
whisper,"51,686",0.023,163,317.09,audio
swin,"52,806",0.023,134,394.07,vision
table-transformer,"50,259",0.022000000000000002,6,8376.5,text
openai-gpt,"49,669",0.022000000000000002,9,5518.78,text
mobilebert,"49,482",0.022000000000000002,52,951.58,text
xglm,"46,205",0.02,27,1711.3,text
tapas,"44,690",0.02,61,732.62,text
bigbird_pegasus,"44,537",0.02,18,2474.28,text
flaubert,"42,794",0.019,42,1018.9,text
yolos,"38,956",0.017,17,2291.53,text
trocr,"35,196",0.016,16,2199.75,text
ernie,"35,633",0.016,20,1781.65,text
xclip,"34,444",0.015,19,1812.84,text
speech_to_text,"31,636",0.013999999999999999,29,1090.9,audio
blenderbot-small,"28,389",0.013,10,2838.9,text
deit,"26,110",0.012,14,1865.0,vision
wavlm,"23,914",0.011000000000000001,80,298.93,audio
vilt,"24,085",0.011000000000000001,17,1416.76,text
squeezebert,"22,970",0.01,20,1148.5,text
megatron-bert,"23,200",0.01,30,773.33,text
funnel,"22,998",0.01,34,676.41,text
rag,"19,612",0.009000000000000001,16,1225.75,text
luke,"21,304",0.009000000000000001,42,507.24,text
xlm,"18,360",0.008,27,680.0,text
vit_mae,"17,837",0.008,7,2548.14,text
plbart,"17,537",0.008,62,282.85,text
ctrl,"17,638",0.008,27,653.26,text
canine,"17,302",0.008,33,524.3,text
transfo-xl,"14,382",0.006,15,958.8,text
roformer,"12,465",0.006,27,461.67,text
lxmert,"13,462",0.006,13,1035.54,text
visual_bert,"11,795",0.005,15,786.33,text
perceiver,"10,347",0.005,28,369.54,vision
mvp,"11,293",0.005,21,537.76,text
ibert,"10,322",0.005,13,794.0,text
data2vec-text,"11,066",0.005,22,503.0,text
unispeech-sat,"9,919",0.004,75,132.25,audio
reformer,"9,715",0.004,16,607.19,text
prophetnet,"7,989",0.004,16,499.31,text
flava,"9,414",0.004,3,3138.0,text
cvt,"9,595",0.004,12,799.58,vision
speech-encoder-decoder,"7,465",0.003,177,42.18,audio
pegasus_x,"5,738",0.003,9,637.56,text
mobilevit,"7,636",0.003,15,509.07,vision
dpt,"7,726",0.003,7,1103.71,vision
data2vec-audio,"6,094",0.003,23,264.96,audio
videomae,"5,268",0.002,18,292.67,text
swinv2,"5,089",0.002,18,282.72,vision
splinter,"4,871",0.002,33,147.61,text
retribert,"3,813",0.002,2,1906.5,text
rembert,"4,611",0.002,18,256.17,text
realm,"3,486",0.002,9,387.33,text
maskformer,"4,778",0.002,21,227.52,vision
markuplm,"5,551",0.002,10,555.1,text
levit,"3,980",0.002,11,361.82,vision
groupvit,"5,452",0.002,5,1090.4,text
gpt_neox_japanese,"3,664",0.002,3,1221.33,text
glpn,"3,691",0.002,16,230.69,text
deformable_detr,"3,749",0.002,7,535.57,text
data2vec-vision,"4,338",0.002,9,482.0,vision
bert-generation,"3,554",0.002,2,1777.0,text
wav2vec2-conformer,"3,142",0.001,25,125.68,audio
vit_msn,"3,216",0.001,7,459.43,vision
unispeech,"3,100",0.001,120,25.83,audio
regnet,"1,473",0.001,36,40.92,vision
nezha,"2,258",0.001,12,188.17,text
lilt,"2,880",0.001,17,169.41,text
imagegpt,"2,529",0.001,8,316.12,vision
conditional_detr,"1,285",0.001,3,428.33,text
yoso,728,0.0,13,56.0,text
xlm-roberta-xl,"1,106",0.0,16,69.12,text
xlm-prophetnet,489,0.0,9,54.33,text
vision-text-dual-encoder,220,0.0,13,16.92,text
van,740,0.0,8,92.5,vision
trajectory_transformer,246,0.0,16,15.38,text
time_series_transformer,754,0.0,3,251.33,text
speech_to_text_2,0,0.0,0,0.0,text
sew-d,844,0.0,22,38.36,audio
sew,862,0.0,15,57.47,audio
qdqbert,0,0.0,0,0.0,text
poolformer,572,0.0,7,81.71,vision
nystromformer,814,0.0,17,47.88,text
mctct,693,0.0,8,86.62,audio
donut-swin,159,0.0,1,159.0,text
decision_transformer,442,0.0,21,21.05,text