data_45_2022.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"78,399,174",31.430000000000003,13248,5917.81,text
gpt2,"35,485,312",14.225999999999999,7519,4719.42,text
roberta,"29,758,711",11.93,4651,6398.35,text
xlm-roberta,"23,294,112",9.339,1671,13940.22,text
distilbert,"12,945,726",5.19,3958,3270.77,text
clip,"12,286,425",4.926,58,211834.91,vision
bart,"12,089,465",4.8469999999999995,1597,7570.11,text
camembert,"7,990,938",3.2039999999999997,379,21084.27,text
t5,"6,899,294",2.766,3613,1909.57,text
albert,"2,852,658",1.1440000000000001,647,4409.05,text
marian,"2,698,266",1.082,1873,1440.61,text
gpt_neo,"2,036,130",0.8160000000000001,276,7377.28,text
wav2vec2,"1,907,574",0.765,3944,483.66,audio
mpnet,"1,837,046",0.736,186,9876.59,text
led,"1,813,769",0.7270000000000001,76,23865.38,text
layoutlmv2,"1,461,716",0.586,87,16801.33,text
electra,"1,401,543",0.562,837,1674.48,text
mbart,"1,115,971",0.447,334,3341.23,text
deberta,"1,023,507",0.41000000000000003,223,4589.72,text
gptj,"1,008,334",0.404,123,8197.84,text
blenderbot,"999,254",0.40099999999999997,25,39970.16,text
deberta-v2,"910,015",0.365,321,2834.94,text
dpr,"881,287",0.35300000000000004,79,11155.53,text
mt5,"857,079",0.344,782,1096.01,text
beit,"683,549",0.27399999999999997,35,19529.97,vision
longformer,"671,610",0.269,117,5740.26,text
opt,"581,667",0.233,82,7093.5,text
bloom,"520,788",0.209,141,3693.53,text
fsmt,"509,971",0.20400000000000001,22,23180.5,text
pegasus,"478,044",0.192,355,1346.6,text
layoutlm,"437,975",0.17600000000000002,49,8938.27,text
vit,"411,903",0.165,514,801.37,vision
m2m_100,"405,433",0.163,231,1755.12,text
xlnet,"229,870",0.092,159,1445.72,text
encoder-decoder,"195,682",0.078,239,818.75,text
convbert,"190,671",0.076,39,4889.0,text
vision-encoder-decoder,"165,475",0.066,196,844.26,vision
fnet,"136,780",0.055,25,5471.2,text
layoutlmv3,"122,741",0.049,65,1888.32,text
detr,"117,127",0.047,34,3444.91,text
lxmert,"107,404",0.043,10,10740.4,text
segformer,"92,956",0.037,138,673.59,vision
gpt_neox,"90,297",0.036000000000000004,30,3009.9,text
longt5,"66,752",0.027,46,1451.13,text
xglm,"64,323",0.026,24,2680.12,text
resnet,"63,665",0.026,67,950.22,vision
big_bird,"61,978",0.025,75,826.37,text
codegen,"59,986",0.024,33,1817.76,text
speech_to_text,"54,693",0.022000000000000002,27,2025.67,audio
tapas,"47,204",0.019,57,828.14,text
owlvit,"47,702",0.019,5,9540.4,text
hubert,"47,533",0.019,134,354.72,audio
bigbird_pegasus,"43,886",0.018000000000000002,13,3375.85,text
swin,"43,018",0.017,111,387.55,vision
mobilebert,"40,606",0.016,42,966.81,text
xlm,"35,986",0.013999999999999999,21,1713.62,text
wavlm,"36,123",0.013999999999999999,90,401.37,audio
trocr,"35,774",0.013999999999999999,14,2555.29,text
openai-gpt,"34,493",0.013999999999999999,5,6898.6,text
luke,"34,763",0.013999999999999999,34,1022.44,text
whisper,"32,331",0.013,33,979.73,audio
flaubert,"31,197",0.013,36,866.58,text
ernie,"27,934",0.011000000000000001,11,2539.45,text
yolos,"24,233",0.01,14,1730.93,text
rag,"25,526",0.01,16,1595.38,text
canine,"24,680",0.01,28,881.43,text
vit_mae,"20,124",0.008,5,4024.8,text
vilt,"18,839",0.008,13,1449.15,text
convnext,"19,471",0.008,63,309.06,vision
blenderbot-small,"16,915",0.006999999999999999,7,2416.43,text
plbart,"15,183",0.006,58,261.78,text
transfo-xl,"12,051",0.005,12,1004.25,text
squeezebert,"12,667",0.005,14,904.79,text
funnel,"13,595",0.005,26,522.88,text
ctrl,"13,518",0.005,24,563.25,text
xclip,"9,843",0.004,18,546.83,text
visual_bert,"10,538",0.004,13,810.62,text
unispeech-sat,"9,618",0.004,70,137.4,audio
table-transformer,"10,532",0.004,4,2633.0,text
reformer,"9,016",0.004,12,751.33,text
videomae,"8,322",0.003,10,832.2,text
speech-encoder-decoder,"8,031",0.003,170,47.24,audio
roformer,"7,843",0.003,20,392.15,text
prophetnet,"6,345",0.003,10,634.5,text
perceiver,"6,330",0.003,22,287.73,vision
maskformer,"7,559",0.003,18,419.94,vision
flava,"7,347",0.003,1,7347.0,text
esm,"8,535",0.003,34,251.03,text
cvt,"8,452",0.003,13,650.15,vision
retribert,"4,207",0.002,2,2103.5,text
mvp,"6,037",0.002,16,377.31,text
mobilevit,"3,891",0.002,13,299.31,vision
ibert,"4,970",0.002,7,710.0,text
gpt_neox_japanese,"3,905",0.002,1,3905.0,text
dpt,"5,717",0.002,4,1429.25,vision
deit,"6,059",0.002,10,605.9,vision
data2vec-text,"3,818",0.002,12,318.17,text
data2vec-audio,"5,972",0.002,19,314.32,audio
wav2vec2-conformer,"3,319",0.001,20,165.95,audio
unispeech,"2,545",0.001,116,21.94,audio
swinv2,"3,084",0.001,15,205.6,vision
splinter,"1,586",0.001,30,52.87,text
rembert,"2,454",0.001,11,223.09,text
regnet,"1,289",0.001,34,37.91,vision
pegasus_x,"2,365",0.001,7,337.86,text
megatron-bert,"3,145",0.001,21,149.76,text
markuplm,"1,887",0.001,6,314.5,text
lilt,"1,921",0.001,6,320.17,text
levit,"1,528",0.001,8,191.0,vision
imagegpt,"1,532",0.001,5,306.4,vision
groupvit,"2,814",0.001,4,703.5,text
glpn,"1,825",0.001,2,912.5,text
deformable_detr,"2,046",0.001,5,409.2,text
data2vec-vision,"2,389",0.001,6,398.17,vision
yoso,301,0.0,6,50.17,text
xlm-roberta-xl,490,0.0,9,54.44,text
xlm-prophetnet,648,0.0,9,72.0,text
vit_msn,539,0.0,5,107.8,vision
vision-text-dual-encoder,359,0.0,9,39.89,text
van,952,0.0,6,158.67,vision
trajectory_transformer,273,0.0,16,17.06,text
time_series_transformer,314,0.0,1,314.0,text
speech_to_text_2,0,0.0,0,0.0,text
sew-d,869,0.0,19,45.74,audio
sew,659,0.0,12,54.92,audio
realm,983,0.0,9,109.22,text
qdqbert,0,0.0,0,0.0,text
poolformer,584,0.0,5,116.8,vision
nystromformer,904,0.0,11,82.18,text
nezha,"1,089",0.0,4,272.25,text
mctct,494,0.0,6,82.33,audio
donut-swin,0,0.0,0,0.0,text
decision_transformer,486,0.0,21,23.14,text
conditional_detr,468,0.0,1,468.0,text
bert-generation,"1,177",0.0,1,1177.0,text