data_41_2022.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"87,834,829",31.948,12455,7052.17,text
xlm-roberta,"39,657,663",14.424999999999999,1570,25259.66,text
roberta,"33,322,695",12.120000000000001,4209,7917.01,text
clip,"15,764,247",5.734,55,286622.67,vision
distilbert,"15,716,672",5.717,3631,4328.47,text
gpt2,"15,711,765",5.715,7144,2199.3,text
camembert,"13,450,765",4.8919999999999995,354,37996.51,text
t5,"9,783,905",3.5589999999999997,3385,2890.37,text
bart,"7,470,783",2.717,1422,5253.72,text
albert,"4,480,373",1.63,629,7123.01,text
deberta,"4,203,382",1.529,161,26107.96,text
vit,"2,697,595",0.9809999999999999,464,5813.78,vision
gpt_neo,"2,539,002",0.924,267,9509.37,text
marian,"2,436,311",0.886,1860,1309.84,text
mpnet,"1,924,432",0.7000000000000001,129,14918.08,text
electra,"1,755,711",0.639,777,2259.6,text
layoutlmv2,"1,749,742",0.636,79,22148.63,text
dpr,"1,492,627",0.543,79,18894.01,text
wav2vec2,"1,219,620",0.44400000000000006,3723,327.59,audio
deberta-v2,"1,189,651",0.43299999999999994,267,4455.62,text
mbart,"1,135,782",0.413,309,3675.67,text
gptj,"1,102,151",0.40099999999999997,115,9583.92,text
opt,"947,377",0.345,73,12977.77,text
mt5,"662,752",0.241,726,912.88,text
longformer,"661,813",0.241,102,6488.36,text
m2m_100,"614,512",0.22399999999999998,228,2695.23,text
pegasus,"543,512",0.198,340,1598.56,text
fsmt,"517,741",0.188,22,23533.68,text
layoutlm,"382,572",0.13899999999999998,40,9564.3,text
bloom,"377,304",0.13699999999999998,80,4716.3,text
xlnet,"316,018",0.11499999999999999,124,2548.53,text
lxmert,"285,831",0.104,10,28583.1,text
encoder-decoder,"243,851",0.089,204,1195.35,text
convbert,"195,653",0.07100000000000001,39,5016.74,text
vision-encoder-decoder,"192,868",0.06999999999999999,149,1294.42,vision
segformer,"191,158",0.06999999999999999,127,1505.18,vision
fnet,"171,660",0.062,25,6866.4,text
blenderbot,"164,989",0.06,25,6599.56,text
detr,"130,099",0.047,30,4336.63,text
resnet,"123,091",0.045,58,2122.26,vision
layoutlmv3,"87,293",0.032,45,1939.84,text
hubert,"86,572",0.031,125,692.58,audio
led,"77,256",0.027999999999999997,58,1332.0,text
codegen,"74,550",0.027,28,2662.5,text
gpt_neox,"65,441",0.024,11,5949.18,text
big_bird,"67,351",0.024,67,1005.24,text
mobilebert,"64,547",0.023,42,1536.83,text
xlm,"55,482",0.02,21,2642.0,text
xglm,"54,836",0.02,24,2284.83,text
swin,"55,642",0.02,89,625.19,vision
beit,"52,614",0.019,31,1697.23,vision
tapas,"50,402",0.018000000000000002,57,884.25,text
rag,"48,067",0.017,16,3004.19,text
trocr,"38,346",0.013999999999999999,14,2739.0,text
speech_to_text,"38,183",0.013999999999999999,27,1414.19,audio
longt5,"34,937",0.013,37,944.24,text
funnel,"35,947",0.013,26,1382.58,text
flaubert,"34,477",0.013,33,1044.76,text
openai-gpt,"34,039",0.012,5,6807.8,text
yolos,"31,587",0.011000000000000001,12,2632.25,text
wavlm,"30,682",0.011000000000000001,87,352.67,audio
luke,"30,288",0.011000000000000001,32,946.5,text
bigbird_pegasus,"27,776",0.01,13,2136.62,text
visual_bert,"22,400",0.008,13,1723.08,text
transfo-xl,"22,321",0.008,12,1860.08,text
plbart,"23,111",0.008,58,398.47,text
convnext,"22,204",0.008,60,370.07,vision
vit_mae,"17,872",0.006999999999999999,5,3574.4,text
vilt,"19,473",0.006999999999999999,12,1622.75,text
squeezebert,"19,911",0.006999999999999999,14,1422.21,text
blenderbot-small,"19,410",0.006999999999999999,8,2426.25,text
data2vec-audio,"15,670",0.006,19,824.74,audio
ctrl,"15,612",0.006,24,650.5,text
unispeech-sat,"12,418",0.005,70,177.4,audio
reformer,"13,335",0.005,12,1111.25,text
owlvit,"14,493",0.005,5,2898.6,text
canine,"14,976",0.005,28,534.86,text
speech-encoder-decoder,"9,845",0.004,154,63.93,audio
deit,"11,160",0.004,10,1116.0,vision
roformer,"9,528",0.003,20,476.4,text
retribert,"7,471",0.003,2,3735.5,text
prophetnet,"8,356",0.003,10,835.6,text
mvp,"8,071",0.003,16,504.44,text
megatron-bert,"8,083",0.003,20,404.15,text
cvt,"8,391",0.003,7,1198.71,vision
wav2vec2-conformer,"4,501",0.002,16,281.31,audio
perceiver,"4,410",0.002,22,200.45,vision
maskformer,"5,471",0.002,19,287.95,vision
ibert,"5,244",0.002,7,749.14,text
flava,"5,275",0.002,1,5275.0,text
unispeech,"3,436",0.001,116,29.62,audio
splinter,"2,250",0.001,30,75.0,text
rembert,"3,488",0.001,11,317.09,text
regnet,"1,645",0.001,34,48.38,vision
realm,"1,445",0.001,9,160.56,text
mobilevit,"3,523",0.001,13,271.0,vision
levit,"1,727",0.001,7,246.71,vision
imagegpt,"2,329",0.001,5,465.8,vision
groupvit,"1,718",0.001,4,429.5,text
dpt,"3,234",0.001,4,808.5,vision
data2vec-vision,"2,174",0.001,6,362.33,vision
data2vec-text,"3,525",0.001,11,320.45,text
yoso,565,0.0,6,94.17,text
xlm-roberta-xl,"1,374",0.0,9,152.67,text
xlm-prophetnet,850,0.0,9,94.44,text
vision-text-dual-encoder,283,0.0,9,31.44,text
van,"1,062",0.0,5,212.4,vision
trajectory_transformer,322,0.0,16,20.12,text
speech_to_text_2,0,0.0,0,0.0,text
sew-d,801,0.0,19,42.16,audio
sew,995,0.0,12,82.92,audio
qdqbert,0,0.0,0,0.0,text
poolformer,463,0.0,5,92.6,vision
nystromformer,"1,175",0.0,11,106.82,text
nezha,"1,072",0.0,4,268.0,text
mctct,826,0.0,6,137.67,audio
glpn,"1,215",0.0,2,607.5,text
decision_transformer,"1,061",0.0,18,58.94,text
bert-generation,"1,201",0.0,1,1201.0,text