data_1_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"85,458,774",29.849999999999998,14875,5745.13,text
distilbert,"28,305,907",9.887,4741,5970.45,text
xlm-roberta,"25,973,078",9.072,2060,12608.29,text
roberta,"25,488,819",8.903,5803,4392.35,text
gpt2,"20,098,679",7.02,8303,2420.65,text
t5,"17,113,940",5.978,4267,4010.77,text
bart,"16,296,375",5.692,2015,8087.53,text
clip,"14,337,060",5.008,71,201930.42,vision
camembert,"7,634,002",2.666,466,16381.98,text
albert,"4,143,035",1.447,698,5935.58,text
wav2vec2,"3,612,018",1.262,4434,814.62,audio
marian,"3,025,005",1.057,1924,1572.25,text
vit,"2,639,827",0.922,628,4203.55,vision
beit,"2,460,512",0.859,50,49210.24,vision
mbart,"2,370,605",0.828,390,6078.47,text
electra,"2,073,508",0.724,957,2166.68,text
mpnet,"1,793,408",0.626,348,5153.47,text
gpt_neo,"1,759,975",0.615,342,5146.13,text
vision-encoder-decoder,"1,721,051",0.601,290,5934.66,vision
hubert,"1,709,589",0.597,139,12299.2,audio
longt5,"1,558,466",0.544,62,25136.55,text
layoutlmv2,"1,379,327",0.482,105,13136.45,text
gptj,"1,300,005",0.45399999999999996,158,8227.88,text
xlnet,"1,260,048",0.44,181,6961.59,text
layoutlmv3,"1,218,415",0.426,98,12432.81,text
deberta,"1,044,990",0.365,242,4318.14,text
mt5,"1,033,839",0.361,988,1046.4,text
deberta-v2,"931,799",0.325,436,2137.15,text
m2m_100,"669,693",0.234,252,2657.51,text
pegasus,"630,124",0.22,392,1607.46,text
layoutlm,"571,478",0.2,69,8282.29,text
longformer,"548,721",0.192,180,3048.45,text
opt,"485,022",0.169,231,2099.66,text
segformer,"407,450",0.14200000000000002,184,2214.4,vision
detr,"367,544",0.128,41,8964.49,text
dpr,"320,478",0.11199999999999999,83,3861.18,text
encoder-decoder,"304,721",0.106,284,1072.96,text
convbert,"288,858",0.101,45,6419.07,text
blenderbot,"255,347",0.089,29,8805.07,text
convnext,"237,942",0.083,92,2586.33,vision
fnet,"234,981",0.082,33,7120.64,text
bloom,"220,729",0.077,187,1180.37,text
whisper,"191,017",0.067,1113,171.62,audio
swin,"183,410",0.064,155,1183.29,vision
maskformer,"166,701",0.058,31,5377.45,vision
wavlm,"152,881",0.053,80,1911.01,audio
gpt_neox,"120,188",0.042,46,2612.78,text
resnet,"112,545",0.039,77,1461.62,vision
codegen,"103,117",0.036000000000000004,49,2104.43,text
big_bird,"97,923",0.034,91,1076.08,text
led,"93,274",0.033,85,1097.34,text
bigbird_pegasus,"94,087",0.033,19,4951.95,text
fsmt,"91,026",0.032,24,3792.75,text
yolos,"89,112",0.031,17,5241.88,text
regnet,"78,643",0.027,36,2184.53,vision
funnel,"77,925",0.027,39,1998.08,text
vilt,"64,703",0.023,18,3594.61,text
mobilebert,"62,896",0.022000000000000002,53,1186.72,text
ernie,"62,019",0.022000000000000002,27,2297.0,text
clipseg,"56,237",0.02,3,18745.67,text
tapas,"54,732",0.019,61,897.25,text
table-transformer,"49,166",0.017,6,8194.33,text
openai-gpt,"47,792",0.017,9,5310.22,text
flaubert,"49,784",0.017,43,1157.77,text
blenderbot-small,"49,179",0.017,11,4470.82,text
xlm,"39,272",0.013999999999999999,27,1454.52,text
glpn,"39,075",0.013999999999999999,30,1302.5,text
xglm,"34,946",0.012,27,1294.3,text
vit_mae,"34,370",0.012,7,4910.0,text
trocr,"34,304",0.012,15,2286.93,text
squeezebert,"35,483",0.012,20,1774.15,text
rag,"29,092",0.01,16,1818.25,text
owlvit,"25,228",0.009000000000000001,7,3604.0,text
data2vec-text,"26,051",0.009000000000000001,22,1184.14,text
videomae,"23,999",0.008,23,1043.43,text
plbart,"23,155",0.008,62,373.47,text
luke,"23,024",0.008,43,535.44,text
ctrl,"23,099",0.008,27,855.52,text
transfo-xl,"19,998",0.006999999999999999,15,1333.2,text
ibert,"20,709",0.006999999999999999,13,1593.0,text
esm,"19,947",0.006999999999999999,62,321.73,text
canine,"20,496",0.006999999999999999,35,585.6,text
speech_to_text,"16,331",0.006,29,563.14,audio
perceiver,"18,287",0.006,30,609.57,vision
mobilevit,"17,413",0.006,16,1088.31,vision
roformer,"14,027",0.005,28,500.96,text
reformer,"13,034",0.005,16,814.62,text
lxmert,"14,351",0.005,13,1103.92,text
deit,"15,697",0.005,14,1121.21,vision
data2vec-vision,"13,350",0.005,9,1483.33,vision
unispeech-sat,"12,515",0.004,75,166.87,audio
swinv2,"10,291",0.004,20,514.55,vision
splinter,"11,622",0.004,31,374.9,text
speech-encoder-decoder,"10,426",0.004,177,58.9,audio
retribert,"11,731",0.004,2,5865.5,text
rembert,"12,849",0.004,18,713.83,text
levit,"12,816",0.004,11,1165.09,vision
cvt,"10,179",0.004,12,848.25,vision
visual_bert,"8,876",0.003,15,591.73,text
prophetnet,"7,644",0.003,18,424.67,text
mvp,"8,804",0.003,21,419.24,text
mobilenet_v2,"9,353",0.003,14,668.07,vision
markuplm,"8,939",0.003,10,893.9,text
lilt,"7,418",0.003,26,285.31,text
groupvit,"9,870",0.003,5,1974.0,text
flava,"7,646",0.003,4,1911.5,text
dpt,"8,381",0.003,8,1047.62,vision
bert-generation,"7,566",0.003,2,3783.0,text
xclip,"6,236",0.002,19,328.21,text
wav2vec2-conformer,"6,091",0.002,26,234.27,audio
vit_msn,"6,346",0.002,7,906.57,vision
unispeech,"4,581",0.002,120,38.17,audio
mobilenet_v1,"7,110",0.002,4,1777.5,vision
gpt_neox_japanese,"5,547",0.002,3,1849.0,text
deformable_detr,"5,820",0.002,7,831.43,text
data2vec-audio,"7,155",0.002,24,298.12,audio
chinese_clip,"6,814",0.002,4,1703.5,text
audio-spectrogram-transformer,"4,603",0.002,13,354.08,audio
xlm-roberta-xl,"2,805",0.001,16,175.31,text
switch_transformers,"4,059",0.001,15,270.6,text
pegasus_x,"2,170",0.001,9,241.11,text
nezha,"2,457",0.001,12,204.75,text
megatron-bert,"4,155",0.001,31,134.03,text
imagegpt,"3,695",0.001,8,461.88,vision
yoso,709,0.0,13,54.54,text
xlm-prophetnet,556,0.0,9,61.78,text
vision-text-dual-encoder,254,0.0,16,15.88,text
van,584,0.0,8,73.0,vision
trajectory_transformer,268,0.0,16,16.75,text
time_series_transformer,955,0.0,3,318.33,text
speech_to_text_2,0,0.0,0,0.0,text
sew-d,759,0.0,22,34.5,audio
sew,710,0.0,15,47.33,audio
roc_bert,853,0.0,13,65.62,text
realm,"1,202",0.0,10,120.2,text
qdqbert,0,0.0,0,0.0,text
poolformer,"1,285",0.0,7,183.57,vision
nystromformer,803,0.0,18,44.61,text
nat,277,0.0,4,69.25,vision
mctct,630,0.0,8,78.75,audio
maskformer-swin,0,0.0,0,0.0,text
jukebox,713,0.0,6,118.83,text
donut-swin,130,0.0,2,65.0,text
dinat,294,0.0,7,42.0,vision
decision_transformer,987,0.0,23,42.91,text
conditional_detr,797,0.0,3,265.67,text