data_50_2022.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"75,085,741",33.173,10000,7508.57,text
distilbert,"21,916,004",9.683,4509,4860.5,text
roberta,"21,529,012",9.512,5603,3842.41,text
gpt2,"14,268,663",6.304,8076,1766.8,text
xlm-roberta,"14,086,768",6.223999999999999,1927,7310.21,text
t5,"12,879,778",5.6899999999999995,4020,3203.92,text
clip,"12,808,140",5.659,69,185625.22,vision
camembert,"7,916,585",3.4979999999999998,426,18583.53,text
bart,"7,035,937",3.108,1829,3846.88,text
vit,"5,308,964",2.346,596,8907.66,vision
albert,"3,652,695",1.614,686,5324.63,text
wav2vec2,"3,035,586",1.341,4322,702.36,audio
marian,"2,515,597",1.111,1911,1316.38,text
beit,"2,405,654",1.0630000000000002,48,50117.79,vision
electra,"1,861,931",0.823,928,2006.39,text
mpnet,"1,681,941",0.743,311,5408.17,text
vision-encoder-decoder,"1,593,973",0.7040000000000001,273,5838.73,vision
longt5,"1,485,603",0.656,57,26063.21,text
mt5,"1,285,508",0.5680000000000001,902,1425.18,text
gpt_neo,"1,231,127",0.544,321,3835.29,text
gptj,"1,088,340",0.481,141,7718.72,text
deberta,"1,046,483",0.462,237,4415.54,text
deberta-v2,"947,543",0.41900000000000004,407,2328.12,text
layoutlmv2,"936,715",0.414,100,9367.15,text
m2m_100,"712,098",0.315,248,2871.36,text
pegasus,"695,161",0.307,380,1829.37,text
layoutlm,"666,496",0.294,67,9947.7,text
layoutlmv3,"658,825",0.291,88,7486.65,text
hubert,"648,916",0.28700000000000003,138,4702.29,audio
mbart,"427,690",0.189,374,1143.56,text
longformer,"414,962",0.183,174,2384.84,text
opt,"403,335",0.178,193,2089.82,text
segformer,"311,298",0.13799999999999998,177,1758.75,vision
detr,"290,091",0.128,39,7438.23,text
xlnet,"286,645",0.127,179,1601.37,text
dpr,"268,382",0.11900000000000001,82,3272.95,text
bloom,"236,090",0.104,185,1276.16,text
encoder-decoder,"233,790",0.10300000000000001,264,885.57,text
convbert,"178,165",0.079,45,3959.22,text
blenderbot,"138,895",0.061,28,4960.54,text
fnet,"133,561",0.059000000000000004,33,4047.3,text
big_bird,"106,722",0.047,89,1199.12,text
swin,"101,709",0.045,145,701.44,vision
resnet,"93,655",0.041,71,1319.08,vision
whisper,"86,948",0.038,579,150.17,audio
esm,"86,564",0.038,53,1633.28,text
fsmt,"80,750",0.036000000000000004,25,3230.0,text
convnext,"76,382",0.034,83,920.27,vision
led,"70,540",0.031,84,839.76,text
gpt_neox,"57,852",0.026,38,1522.42,text
funnel,"59,026",0.026,37,1595.3,text
table-transformer,"51,687",0.023,6,8614.5,text
openai-gpt,"52,582",0.023,9,5842.44,text
mobilebert,"52,385",0.023,52,1007.4,text
bigbird_pegasus,"51,791",0.023,19,2725.84,text
tapas,"45,594",0.02,61,747.44,text
codegen,"43,783",0.019,44,995.07,text
yolos,"39,930",0.018000000000000002,17,2348.82,text
flaubert,"41,572",0.018000000000000002,42,989.81,text
vit_mae,"33,190",0.015,7,4741.43,text
ernie,"34,061",0.015,20,1703.05,text
blenderbot-small,"32,834",0.015,11,2984.91,text
xclip,"29,415",0.013,19,1548.16,text
trocr,"28,431",0.013,15,1895.4,text
owlvit,"29,511",0.013,7,4215.86,text
xlm,"28,113",0.012,27,1041.22,text
wavlm,"27,315",0.012,80,341.44,audio
deit,"28,012",0.012,14,2000.86,vision
xglm,"25,779",0.011000000000000001,27,954.78,text
vilt,"25,116",0.011000000000000001,17,1477.41,text
squeezebert,"24,388",0.011000000000000001,20,1219.4,text
speech_to_text,"24,641",0.011000000000000001,29,849.69,audio
maskformer,"24,103",0.011000000000000001,32,753.22,vision
megatron-bert,"21,562",0.01,30,718.73,text
canine,"22,366",0.01,33,677.76,text
rag,"19,644",0.009000000000000001,16,1227.75,text
plbart,"20,663",0.009000000000000001,62,333.27,text
luke,"20,944",0.009000000000000001,42,498.67,text
ctrl,"19,794",0.009000000000000001,27,733.11,text
videomae,"18,005",0.008,22,818.41,text
transfo-xl,"16,428",0.006999999999999999,15,1095.2,text
lxmert,"15,069",0.006999999999999999,13,1159.15,text
roformer,"13,646",0.006,27,505.41,text
data2vec-text,"13,390",0.006,22,608.64,text
visual_bert,"12,165",0.005,15,811.0,text
unispeech-sat,"10,841",0.005,75,144.55,audio
swinv2,"11,137",0.005,19,586.16,vision
reformer,"11,472",0.005,16,717.0,text
perceiver,"10,503",0.005,28,375.11,vision
mvp,"11,506",0.005,21,547.9,text
ibert,"12,113",0.005,13,931.77,text
flava,"10,521",0.005,4,2630.25,text
cvt,"10,782",0.005,12,898.5,vision
speech-encoder-decoder,"8,526",0.004,178,47.9,audio
prophetnet,"8,706",0.004,18,483.67,text
mobilevit,"9,006",0.004,16,562.88,vision
glpn,"8,211",0.004,16,513.19,text
splinter,"6,106",0.003,33,185.03,text
retribert,"5,785",0.003,2,2892.5,text
rembert,"6,643",0.003,19,349.63,text
markuplm,"6,608",0.003,10,660.8,text
groupvit,"6,084",0.003,5,1216.8,text
dpt,"6,241",0.003,8,780.12,vision
data2vec-audio,"6,586",0.003,24,274.42,audio
wav2vec2-conformer,"3,547",0.002,25,141.88,audio
vit_msn,"4,547",0.002,7,649.57,vision
unispeech,"3,481",0.002,120,29.01,audio
pegasus_x,"5,452",0.002,9,605.78,text
lilt,"3,552",0.002,22,161.45,text
levit,"4,598",0.002,11,418.0,vision
gpt_neox_japanese,"3,908",0.002,3,1302.67,text
data2vec-vision,"4,783",0.002,9,531.44,vision
bert-generation,"4,679",0.002,2,2339.5,text
xlm-roberta-xl,"1,637",0.001,16,102.31,text
regnet,"2,368",0.001,36,65.78,vision
realm,"2,952",0.001,9,328.0,text
nezha,"2,377",0.001,12,198.08,text
imagegpt,"3,040",0.001,8,380.0,vision
deformable_detr,"3,053",0.001,7,436.14,text
conditional_detr,"1,198",0.001,3,399.33,text
yoso,703,0.0,13,54.08,text
xlm-prophetnet,456,0.0,9,50.67,text
vision-text-dual-encoder,173,0.0,15,11.53,text
van,672,0.0,8,84.0,vision
trajectory_transformer,152,0.0,16,9.5,text
time_series_transformer,738,0.0,3,246.0,text
speech_to_text_2,0,0.0,0,0.0,text
sew-d,554,0.0,22,25.18,audio
sew,560,0.0,15,37.33,audio
qdqbert,0,0.0,0,0.0,text
poolformer,654,0.0,7,93.43,vision
nystromformer,857,0.0,17,50.41,text
mctct,681,0.0,8,85.12,audio
donut-swin,162,0.0,1,162.0,text
decision_transformer,395,0.0,23,17.17,text