data_35_2022.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"85,939,665",35.587999999999994,11452,7504.34,text
roberta,"27,278,398",11.296000000000001,3615,7545.89,text
camembert,"17,713,589",7.335,332,53354.18,text
gpt2,"17,659,506",7.313,6746,2617.77,text
distilbert,"17,015,707",7.045999999999999,3256,5225.95,text
deberta,"15,045,517",6.23,150,100303.45,text
xlm-roberta,"15,010,633",6.216,1427,10519.01,text
t5,"10,449,269",4.327,3045,3431.62,text
albert,"6,070,603",2.514,464,13083.2,text
bart,"5,262,252",2.179,1118,4706.84,text
clip,"2,453,931",1.016,42,58426.93,vision
opt,"2,203,762",0.9129999999999999,47,46888.55,text
electra,"2,192,385",0.9079999999999999,780,2810.75,text
mpnet,"1,982,431",0.8210000000000001,64,30975.48,text
marian,"1,933,031",0.8,1809,1068.56,text
gpt_neo,"1,318,156",0.5459999999999999,252,5230.78,text
deberta-v2,"1,313,662",0.544,229,5736.52,text
wav2vec2,"1,302,549",0.539,3581,363.74,audio
layoutlmv2,"1,012,898",0.41900000000000004,63,16077.75,text
gptj,"868,720",0.36,104,8353.08,text
vit,"645,166",0.267,372,1734.32,vision
dpr,"630,292",0.261,77,8185.61,text
m2m_100,"580,648",0.24,216,2688.19,text
pegasus,"554,992",0.22999999999999998,317,1750.76,text
mbart,"538,546",0.22300000000000003,290,1857.06,text
xlnet,"495,715",0.20500000000000002,121,4096.82,text
layoutlm,"379,453",0.157,30,12648.43,text
longformer,"229,723",0.095,99,2320.43,text
detr,"224,350",0.093,24,9347.92,text
mt5,"208,251",0.086,694,300.07,text
retribert,"196,847",0.082,2,98423.5,text
squeezebert,"155,957",0.065,14,11139.79,text
bloom,"154,763",0.064,64,2418.17,text
big_bird,"148,626",0.062,53,2804.26,text
mobilebert,"122,519",0.051000000000000004,43,2849.28,text
lxmert,"116,568",0.048,10,11656.8,text
blenderbot,"114,961",0.048,23,4998.3,text
vision-encoder-decoder,"111,596",0.046,92,1213.0,vision
hubert,"88,214",0.037,130,678.57,audio
fsmt,"87,224",0.036000000000000004,22,3964.73,text
tapas,"76,215",0.032,57,1337.11,text
openai-gpt,"73,018",0.03,5,14603.6,text
layoutlmv3,"71,389",0.03,28,2549.61,text
swin,"70,137",0.029,71,987.85,vision
convbert,"67,668",0.027999999999999997,52,1301.31,text
xglm,"66,374",0.027,24,2765.58,text
led,"65,550",0.027,56,1170.54,text
funnel,"66,393",0.027,26,2553.58,text
trocr,"60,421",0.025,12,5035.08,text
mvp,"54,786",0.023,16,3424.12,text
codegen,"55,165",0.023,27,2043.15,text
resnet,"53,041",0.022000000000000002,51,1040.02,vision
xlm,"51,883",0.021,21,2470.62,text
reformer,"51,325",0.021,13,3948.08,text
segformer,"47,547",0.02,76,625.62,vision
rag,"43,855",0.018000000000000002,16,2740.94,text
flaubert,"41,132",0.017,36,1142.56,text
speech_to_text,"37,733",0.016,27,1397.52,audio
fnet,"37,339",0.015,25,1493.56,text
bigbird_pegasus,"35,184",0.015,10,3518.4,text
beit,"37,201",0.015,28,1328.61,vision
longt5,"34,055",0.013999999999999999,33,1031.97,text
yolos,"32,236",0.013,11,2930.55,text
luke,"30,846",0.013,34,907.24,text
blenderbot-small,"31,602",0.013,7,4514.57,text
wavlm,"30,073",0.012,76,395.7,audio
gpt_neox,"29,428",0.012,5,5885.6,text
plbart,"26,661",0.011000000000000001,58,459.67,text
deit,"23,519",0.01,9,2613.22,vision
vilt,"21,871",0.009000000000000001,11,1988.27,text
encoder-decoder,"19,663",0.008,189,104.04,text
ctrl,"19,248",0.008,24,802.0,text
transfo-xl,"16,507",0.006999999999999999,11,1500.64,text
vit_mae,"13,775",0.006,5,2755.0,text
roformer,"12,294",0.005,20,614.7,text
regnet,"13,119",0.005,34,385.85,vision
prophetnet,"11,242",0.005,10,1124.2,text
convnext,"11,132",0.005,49,227.18,vision
canine,"12,648",0.005,23,549.91,text
speech-encoder-decoder,"9,303",0.004,121,76.88,audio
ibert,"9,515",0.004,5,1903.0,text
cvt,"9,816",0.004,7,1402.29,vision
visual_bert,"8,315",0.003,13,639.62,text
unispeech-sat,"8,393",0.003,70,119.9,audio
owlvit,"7,371",0.003,3,2457.0,text
data2vec-audio,"7,345",0.003,23,319.35,audio
wav2vec2-conformer,"3,953",0.002,16,247.06,audio
rembert,"3,847",0.002,10,384.7,text
perceiver,"4,366",0.002,20,218.3,vision
flava,"4,047",0.002,1,4047.0,text
data2vec-vision,"4,619",0.002,5,923.8,vision
data2vec-text,"5,942",0.002,10,594.2,text
xlm-roberta-xl,"1,234",0.001,6,205.67,text
unispeech,"2,747",0.001,116,23.68,audio
splinter,"1,808",0.001,28,64.57,text
realm,"1,443",0.001,9,160.33,text
nezha,"2,107",0.001,4,526.75,text
mobilevit,"2,315",0.001,12,192.92,vision
megatron-bert,"2,739",0.001,18,152.17,text
levit,"2,857",0.001,6,476.17,vision
imagegpt,"2,144",0.001,5,428.8,vision
glpn,"1,539",0.001,2,769.5,text
dpt,"2,061",0.001,3,687.0,vision
bert-generation,"1,707",0.001,1,1707.0,text
yoso,571,0.0,6,95.17,text
xlm-prophetnet,923,0.0,9,102.56,text
vision-text-dual-encoder,615,0.0,7,87.86,text
van,812,0.0,5,162.4,vision
trajectory_transformer,227,0.0,16,14.19,text
speech_to_text_2,0,0.0,0,0.0,text
sew-d,503,0.0,19,26.47,audio
sew,562,0.0,12,46.83,audio
qdqbert,0,0.0,0,0.0,text
poolformer,359,0.0,5,71.8,vision
nystromformer,"1,122",0.0,9,124.67,text
mctct,657,0.0,5,131.4,audio
maskformer,846,0.0,16,52.88,vision
groupvit,681,0.0,3,227.0,text
decision_transformer,479,0.0,11,43.55,text