data_40_2022.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"89,741,563",32.493,12221,7343.23,text
roberta,"33,696,145",12.2,4180,8061.28,text
xlm-roberta,"32,936,670",11.924999999999999,1556,21167.53,text
clip,"16,982,238",6.149,53,320419.58,vision
camembert,"16,628,290",6.021,347,47920.14,text
distilbert,"15,764,177",5.708,3571,4414.5,text
gpt2,"14,938,342",5.409,7084,2108.74,text
t5,"9,230,016",3.3419999999999996,3283,2811.46,text
bart,"7,433,996",2.692,1314,5657.53,text
deberta,"6,356,044",2.3009999999999997,160,39725.28,text
vit,"5,008,646",1.813,449,11155.11,vision
albert,"4,837,321",1.7510000000000001,619,7814.74,text
marian,"2,325,666",0.8420000000000001,1860,1250.36,text
electra,"1,956,952",0.709,774,2528.36,text
gpt_neo,"1,842,418",0.6669999999999999,260,7086.22,text
mpnet,"1,660,057",0.601,121,13719.48,text
layoutlmv2,"1,332,271",0.482,78,17080.4,text
deberta-v2,"1,277,345",0.462,261,4894.04,text
dpr,"1,247,001",0.45199999999999996,77,16194.82,text
mbart,"1,244,273",0.451,304,4093.0,text
wav2vec2,"1,125,653",0.40800000000000003,3699,304.31,audio
gptj,"1,092,010",0.395,114,9579.04,text
opt,"800,632",0.29,66,12130.79,text
longformer,"754,470",0.27299999999999996,102,7396.76,text
m2m_100,"611,013",0.22100000000000003,230,2656.58,text
pegasus,"591,590",0.214,341,1734.87,text
mt5,"439,651",0.159,725,606.42,text
layoutlm,"382,774",0.13899999999999998,35,10936.4,text
lxmert,"308,113",0.11199999999999999,10,30811.3,text
xlnet,"260,996",0.094,124,2104.81,text
big_bird,"233,688",0.08499999999999999,61,3830.95,text
encoder-decoder,"208,335",0.075,205,1016.27,text
blenderbot,"201,951",0.073,25,8078.04,text
vision-encoder-decoder,"191,073",0.06899999999999999,146,1308.72,vision
segformer,"172,850",0.063,113,1529.65,vision
bloom,"174,402",0.063,85,2051.79,text
convbert,"148,591",0.054,39,3810.03,text
fnet,"128,625",0.047,25,5145.0,text
fsmt,"122,220",0.044000000000000004,22,5555.45,text
resnet,"116,626",0.042,57,2046.07,vision
detr,"109,661",0.04,29,3781.41,text
layoutlmv3,"89,704",0.032,45,1993.42,text
hubert,"89,066",0.032,133,669.67,audio
mobilebert,"85,653",0.031,43,1991.93,text
codegen,"76,923",0.027999999999999997,27,2849.0,text
led,"71,754",0.026,58,1237.14,text
xglm,"61,026",0.022000000000000002,24,2542.75,text
xlm,"56,689",0.021,21,2699.48,text
beit,"59,096",0.021,31,1906.32,vision
swin,"55,074",0.02,88,625.84,vision
cvt,"54,761",0.02,7,7823.0,vision
tapas,"48,734",0.018000000000000002,57,854.98,text
gpt_neox,"51,064",0.018000000000000002,9,5673.78,text
trocr,"48,281",0.017,14,3448.64,text
rag,"45,537",0.016,16,2846.06,text
funnel,"38,866",0.013999999999999999,26,1494.85,text
yolos,"35,045",0.013,12,2920.42,text
openai-gpt,"36,203",0.013,5,7240.6,text
longt5,"35,210",0.013,37,951.62,text
flaubert,"34,594",0.013,37,934.97,text
luke,"31,848",0.012,32,995.25,text
wavlm,"29,251",0.011000000000000001,82,356.72,audio
vilt,"28,305",0.01,11,2573.18,text
speech_to_text,"27,005",0.01,27,1000.19,audio
bigbird_pegasus,"28,286",0.01,13,2175.85,text
transfo-xl,"24,721",0.009000000000000001,12,2060.08,text
squeezebert,"22,319",0.008,14,1594.21,text
plbart,"22,123",0.008,58,381.43,text
blenderbot-small,"20,059",0.006999999999999999,8,2507.38,text
vit_mae,"17,517",0.006,5,3503.4,text
reformer,"15,360",0.006,12,1280.0,text
data2vec-audio,"16,027",0.006,19,843.53,audio
convnext,"17,867",0.006,59,302.83,vision
visual_bert,"14,846",0.005,13,1142.0,text
ctrl,"15,138",0.005,24,630.75,text
canine,"14,423",0.005,26,554.73,text
unispeech-sat,"12,062",0.004,70,172.31,audio
roformer,"10,094",0.004,20,504.7,text
retribert,"9,928",0.004,2,4964.0,text
owlvit,"12,021",0.004,5,2404.2,text
mvp,"10,673",0.004,16,667.06,text
deit,"12,276",0.004,10,1227.6,vision
speech-encoder-decoder,"9,106",0.003,143,63.68,audio
prophetnet,"8,155",0.003,10,815.5,text
megatron-bert,"7,849",0.003,19,413.11,text
wav2vec2-conformer,"4,481",0.002,16,280.06,audio
perceiver,"4,157",0.002,22,188.95,vision
maskformer,"5,184",0.002,17,304.94,vision
ibert,"4,717",0.002,7,673.86,text
flava,"5,002",0.002,1,5002.0,text
unispeech,"3,446",0.001,116,29.71,audio
splinter,"1,905",0.001,30,63.5,text
rembert,"3,410",0.001,10,341.0,text
regnet,"1,481",0.001,34,43.56,vision
nystromformer,"1,516",0.001,11,137.82,text
mobilevit,"3,585",0.001,13,275.77,vision
levit,"1,891",0.001,7,270.14,vision
imagegpt,"2,182",0.001,5,436.4,vision
dpt,"2,499",0.001,4,624.75,vision
data2vec-vision,"2,115",0.001,6,352.5,vision
data2vec-text,"3,168",0.001,11,288.0,text
yoso,565,0.0,6,94.17,text
xlm-roberta-xl,"1,214",0.0,9,134.89,text
xlm-prophetnet,965,0.0,9,107.22,text
vision-text-dual-encoder,259,0.0,9,28.78,text
van,913,0.0,5,182.6,vision
trajectory_transformer,297,0.0,16,18.56,text
speech_to_text_2,0,0.0,0,0.0,text
sew-d,772,0.0,19,40.63,audio
sew,"1,061",0.0,12,88.42,audio
realm,"1,273",0.0,9,141.44,text
qdqbert,0,0.0,0,0.0,text
poolformer,407,0.0,5,81.4,vision
nezha,"1,112",0.0,4,278.0,text
mctct,813,0.0,6,135.5,audio
groupvit,"1,249",0.0,4,312.25,text
glpn,"1,103",0.0,2,551.5,text
decision_transformer,"1,089",0.0,18,60.5,text
bert-generation,"1,290",0.0,1,1290.0,text