data_52_2022.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"68,027,699",32.242,14718,4622.07,text
distilbert,"20,771,108",9.844999999999999,4671,4446.82,text
xlm-roberta,"17,689,809",8.384,2026,8731.4,text
roberta,"17,003,334",8.059,5742,2961.22,text
bart,"13,210,961",6.261,1983,6662.11,text
t5,"12,725,852",6.031000000000001,4181,3043.73,text
gpt2,"12,602,689",5.973,8257,1526.3,text
clip,"9,946,774",4.714,70,142096.77,vision
camembert,"4,590,191",2.176,464,9892.65,text
albert,"3,506,951",1.662,699,5017.1,text
wav2vec2,"3,127,070",1.482,4424,706.84,audio
vit,"2,640,472",1.2510000000000001,619,4265.71,vision
beit,"2,406,802",1.141,50,48136.04,vision
marian,"2,310,738",1.095,1919,1204.14,text
electra,"1,701,762",0.807,950,1791.33,text
vision-encoder-decoder,"1,610,822",0.763,290,5554.56,vision
longt5,"1,536,959",0.728,61,25196.05,text
mbart,"1,408,222",0.6669999999999999,385,3657.72,text
gpt_neo,"1,195,280",0.567,334,3578.68,text
mpnet,"1,191,490",0.565,334,3567.34,text
gptj,"990,121",0.469,150,6600.81,text
mt5,"887,882",0.42100000000000004,960,924.88,text
layoutlmv2,"849,875",0.40299999999999997,103,8251.21,text
hubert,"715,037",0.33899999999999997,137,5219.25,audio
deberta,"707,045",0.335,241,2933.8,text
layoutlmv3,"683,336",0.32399999999999995,95,7193.01,text
deberta-v2,"655,821",0.311,428,1532.29,text
m2m_100,"550,864",0.261,250,2203.46,text
pegasus,"428,271",0.203,390,1098.13,text
longformer,"384,105",0.182,179,2145.84,text
segformer,"378,697",0.179,181,2092.25,vision
opt,"363,827",0.172,207,1757.62,text
detr,"330,955",0.157,41,8072.07,text
layoutlm,"300,565",0.14200000000000002,67,4486.04,text
dpr,"267,145",0.127,82,3257.87,text
blenderbot,"227,868",0.108,29,7857.52,text
convbert,"225,222",0.107,45,5004.93,text
xlnet,"214,615",0.10200000000000001,181,1185.72,text
convnext,"195,178",0.093,86,2269.51,vision
encoder-decoder,"182,311",0.086,281,648.79,text
fnet,"167,205",0.079,33,5066.82,text
bloom,"149,799",0.07100000000000001,183,818.57,text
whisper,"120,568",0.056999999999999995,1080,111.64,audio
swin,"118,018",0.055999999999999994,154,766.35,vision
resnet,"116,646",0.055,77,1514.88,vision
big_bird,"81,626",0.039,91,896.99,text
led,"80,342",0.038,84,956.45,text
maskformer,"73,799",0.034999999999999996,31,2380.61,vision
fsmt,"68,953",0.033,25,2758.12,text
funnel,"66,708",0.032,39,1710.46,text
vilt,"58,058",0.027999999999999997,18,3225.44,text
bigbird_pegasus,"58,378",0.027999999999999997,19,3072.53,text
regnet,"56,957",0.027,36,1582.14,vision
gpt_neox,"51,763",0.025,44,1176.43,text
mobilebert,"45,106",0.021,53,851.06,text
codegen,"42,506",0.02,48,885.54,text
blenderbot-small,"42,485",0.02,11,3862.27,text
flaubert,"39,195",0.019,43,911.51,text
yolos,"36,265",0.017,17,2133.24,text
tapas,"36,235",0.017,61,594.02,text
openai-gpt,"33,405",0.016,9,3711.67,text
vit_mae,"31,746",0.015,7,4535.14,text
table-transformer,"31,608",0.015,6,5268.0,text
xglm,"29,275",0.013999999999999999,27,1084.26,text
wavlm,"29,172",0.013999999999999999,80,364.65,audio
xlm,"26,044",0.012,27,964.59,text
ernie,"24,933",0.012,26,958.96,text
videomae,"20,690",0.01,23,899.57,text
trocr,"20,882",0.01,15,1392.13,text
squeezebert,"21,614",0.01,20,1080.7,text
rag,"20,848",0.01,16,1303.0,text
ctrl,"18,564",0.009000000000000001,27,687.56,text
canine,"18,477",0.009000000000000001,35,527.91,text
plbart,"15,918",0.008,62,256.74,text
owlvit,"16,659",0.008,7,2379.86,text
glpn,"16,117",0.008,26,619.88,text
esm,"17,820",0.008,60,297.0,text
data2vec-text,"17,254",0.008,22,784.27,text
speech_to_text,"14,715",0.006999999999999999,29,507.41,audio
transfo-xl,"12,902",0.006,15,860.13,text
mobilevit,"12,750",0.006,16,796.88,vision
ibert,"12,907",0.006,13,992.85,text
swinv2,"9,728",0.005,20,486.4,vision
perceiver,"10,125",0.005,30,337.5,vision
lxmert,"11,420",0.005,13,878.46,text
luke,"11,077",0.005,42,263.74,text
deit,"11,309",0.005,14,807.79,vision
unispeech-sat,"9,022",0.004,75,120.29,audio
speech-encoder-decoder,"7,561",0.004,177,42.72,audio
retribert,"7,784",0.004,2,3892.0,text
rembert,"8,124",0.004,18,451.33,text
reformer,"9,379",0.004,16,586.19,text
mvp,"7,540",0.004,21,359.05,text
levit,"9,084",0.004,11,825.82,vision
flava,"7,662",0.004,4,1915.5,text
data2vec-vision,"9,221",0.004,9,1024.56,vision
cvt,"8,381",0.004,12,698.42,vision
clipseg,"8,705",0.004,3,2901.67,text
visual_bert,"7,343",0.003,15,489.53,text
roformer,"7,129",0.003,27,264.04,text
prophetnet,"5,783",0.003,18,321.28,text
mobilenet_v2,"5,657",0.003,14,404.07,vision
megatron-bert,"5,602",0.003,31,180.71,text
markuplm,"5,988",0.003,10,598.8,text
groupvit,"6,256",0.003,5,1251.2,text
dpt,"6,140",0.003,8,767.5,vision
data2vec-audio,"5,511",0.003,24,229.62,audio
xclip,"5,064",0.002,19,266.53,text
wav2vec2-conformer,"4,770",0.002,26,183.46,audio
vit_msn,"4,350",0.002,7,621.43,vision
splinter,"5,161",0.002,33,156.39,text
mobilenet_v1,"3,994",0.002,4,998.5,vision
lilt,"5,048",0.002,26,194.15,text
gpt_neox_japanese,"4,389",0.002,3,1463.0,text
deformable_detr,"3,367",0.002,7,481.0,text
chinese_clip,"4,894",0.002,4,1223.5,text
bert-generation,"4,934",0.002,2,2467.0,text
audio-spectrogram-transformer,"3,993",0.002,13,307.15,audio
xlm-roberta-xl,"1,880",0.001,16,117.5,text
unispeech,"3,147",0.001,120,26.23,audio
switch_transformers,"2,270",0.001,15,151.33,text
pegasus_x,"1,251",0.001,9,139.0,text
nezha,"2,033",0.001,12,169.42,text
imagegpt,"2,470",0.001,8,308.75,vision
yoso,578,0.0,13,44.46,text
xlm-prophetnet,323,0.0,9,35.89,text
vision-text-dual-encoder,263,0.0,17,15.47,text
van,437,0.0,8,54.62,vision
trajectory_transformer,174,0.0,16,10.88,text
time_series_transformer,518,0.0,3,172.67,text
speech_to_text_2,0,0.0,0,0.0,text
sew-d,486,0.0,22,22.09,audio
sew,490,0.0,15,32.67,audio
roc_bert,613,0.0,13,47.15,text
realm,"1,048",0.0,10,104.8,text
qdqbert,0,0.0,0,0.0,text
poolformer,419,0.0,7,59.86,vision
nystromformer,661,0.0,18,36.72,text
nat,153,0.0,4,38.25,vision
mctct,408,0.0,8,51.0,audio
maskformer-swin,0,0.0,0,0.0,text
jukebox,390,0.0,6,65.0,text
donut-swin,124,0.0,2,62.0,text
dinat,185,0.0,7,26.43,vision
decision_transformer,576,0.0,23,25.04,text
conditional_detr,679,0.0,3,226.33,text