model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"101,428,256",34.603,10891,9313.03,text
deberta,"31,919,542",10.89,138,231301.03,text
roberta,"29,019,579",9.9,3416,8495.19,text
distilbert,"22,062,442",7.527,3091,7137.64,text
gpt2,"18,664,223",6.367000000000001,6639,2811.3,text
camembert,"18,662,567",6.367000000000001,318,58687.32,text
t5,"15,331,451",5.2299999999999995,2926,5239.73,text
xlm-roberta,"15,088,591",5.148,1348,11193.32,text
albert,"8,155,187",2.782,393,20751.11,text
bart,"5,745,977",1.96,1410,4075.16,text
marian,"2,917,223",0.9950000000000001,1797,1623.39,text
mpnet,"2,571,087",0.877,62,41469.15,text
electra,"2,384,597",0.814,754,3162.6,text
wav2vec2,"1,816,618",0.62,3461,524.88,audio
opt,"1,748,259",0.596,45,38850.2,text
clip,"1,580,482",0.539,37,42715.73,vision
deberta-v2,"1,554,294",0.53,215,7229.27,text
layoutlmv2,"1,155,272",0.394,57,20267.93,text
gptj,"1,008,939",0.344,100,10089.39,text
vit,"726,049",0.248,357,2033.75,vision
gpt_neo,"725,313",0.247,244,2972.59,text
mbart,"718,777",0.245,274,2623.27,text
dpr,"716,729",0.245,77,9308.17,text
xlnet,"700,378",0.23900000000000002,121,5788.25,text
pegasus,"696,377",0.23800000000000002,318,2189.86,text
m2m_100,"607,163",0.207,203,2990.95,text
detr,"536,138",0.183,21,25530.38,text
layoutlm,"495,492",0.169,24,20645.5,text
retribert,"443,611",0.151,2,221805.5,text
mt5,"433,073",0.148,644,672.47,text
big_bird,"252,686",0.086,54,4679.37,text
longformer,"242,329",0.083,94,2577.97,text
funnel,"242,495",0.083,26,9326.73,text
mobilebert,"179,070",0.061,40,4476.75,text
bloom,"148,445",0.051000000000000004,62,2394.27,text
squeezebert,"121,838",0.042,14,8702.71,text
openai-gpt,"113,766",0.039,5,22753.2,text
lxmert,"104,305",0.036000000000000004,10,10430.5,text
vision-encoder-decoder,"102,877",0.034999999999999996,81,1270.09,vision
blenderbot,"99,755",0.034,23,4337.17,text
hubert,"97,970",0.033,125,783.76,audio
mvp,"94,072",0.032,16,5879.5,text
tapas,"91,780",0.031,57,1610.18,text
led,"91,832",0.031,54,1700.59,text
reformer,"87,933",0.03,12,7327.75,text
fsmt,"84,852",0.029,22,3856.91,text
xglm,"69,414",0.024,24,2892.25,text
swin,"69,938",0.024,62,1128.03,vision
layoutlmv3,"70,825",0.024,20,3541.25,text
resnet,"54,870",0.019,50,1097.4,vision
flaubert,"55,975",0.019,36,1554.86,text
bigbird_pegasus,"56,184",0.019,10,5618.4,text
segformer,"51,435",0.018000000000000002,71,724.44,vision
rag,"51,466",0.018000000000000002,16,3216.62,text
trocr,"51,032",0.017,11,4639.27,text
convbert,"49,914",0.017,39,1279.85,text
xlm,"46,291",0.016,21,2204.33,text
speech_to_text,"43,140",0.015,27,1597.78,audio
blenderbot-small,"44,490",0.015,7,6355.71,text
beit,"45,200",0.015,28,1614.29,vision
luke,"41,650",0.013999999999999999,32,1301.56,text
deit,"40,716",0.013999999999999999,9,4524.0,vision
yolos,"35,419",0.012,10,3541.9,text
longt5,"35,189",0.012,31,1135.13,text
codegen,"33,982",0.012,20,1699.1,text
plbart,"30,319",0.01,56,541.41,text
vilt,"26,260",0.009000000000000001,11,2387.27,text
encoder-decoder,"25,120",0.009000000000000001,183,137.27,text
gpt_neox,"23,313",0.008,3,7771.0,text
ctrl,"24,365",0.008,24,1015.21,text
canine,"23,046",0.008,23,1002.0,text
transfo-xl,"20,628",0.006999999999999999,11,1875.27,text
ibert,"20,032",0.006999999999999999,5,4006.4,text
wavlm,"17,766",0.006,76,233.76,audio
prophetnet,"18,455",0.006,10,1845.5,text
vit_mae,"15,779",0.005,5,3155.8,text
fnet,"15,787",0.005,25,631.48,text
unispeech-sat,"10,310",0.004,70,147.29,audio
speech-encoder-decoder,"11,406",0.004,114,100.05,audio
roformer,"12,598",0.004,20,629.9,text
convnext,"11,174",0.004,47,237.74,vision
visual_bert,"7,647",0.003,13,588.23,text
data2vec-audio,"8,483",0.003,20,424.15,audio
perceiver,"5,393",0.002,20,269.65,vision
owlvit,"4,851",0.002,3,1617.0,text
megatron-bert,"5,059",0.002,18,281.06,text
data2vec-vision,"4,733",0.002,5,946.6,vision
data2vec-text,"6,960",0.002,10,696.0,text
cvt,"4,569",0.002,7,652.71,vision
xlm-roberta-xl,"2,272",0.001,6,378.67,text
wav2vec2-conformer,"4,342",0.001,14,310.14,audio
unispeech,"3,489",0.001,116,30.08,audio
splinter,"2,584",0.001,28,92.29,text
rembert,"4,152",0.001,10,415.2,text
regnet,"3,296",0.001,34,96.94,vision
realm,"2,297",0.001,9,255.22,text
mobilevit,"1,627",0.001,12,135.58,vision
levit,"2,598",0.001,6,433.0,vision
imagegpt,"2,833",0.001,5,566.6,vision
glpn,"1,553",0.001,2,776.5,text
flava,"3,884",0.001,1,3884.0,text
dpt,"2,272",0.001,3,757.33,vision
bert-generation,"2,035",0.001,1,2035.0,text
yoso,519,0.0,6,86.5,text
xlm-prophetnet,"1,350",0.0,9,150.0,text
vision-text-dual-encoder,594,0.0,7,84.86,text
videomae,429,0.0,10,42.9,text
van,548,0.0,5,109.6,vision
trajectory_transformer,279,0.0,16,17.44,text
swinv2,359,0.0,12,29.92,vision
speech_to_text_2,0,0.0,0,0.0,text
sew-d,563,0.0,19,29.63,audio
sew,629,0.0,12,52.42,audio
qdqbert,0,0.0,0,0.0,text
poolformer,440,0.0,5,88.0,vision
nystromformer,962,0.0,9,106.89,text
nezha,"1,420",0.0,4,355.0,text
mctct,821,0.0,5,164.2,audio
maskformer,973,0.0,16,60.81,vision
groupvit,878,0.0,3,292.67,text
donut-swin,0,0.0,0,0.0,text
decision_transformer,682,0.0,11,62.0,text