data_34_2022.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"95,778,113",33.663,11319,8461.71,text
roberta,"32,812,730",11.533,3496,9385.79,text
deberta,"24,284,726",8.535,146,166333.74,text
camembert,"20,936,586",7.359,323,64819.15,text
distilbert,"20,386,123",7.165000000000001,3192,6386.63,text
gpt2,"20,335,188",7.147,6712,3029.68,text
xlm-roberta,"16,207,768",5.697,1367,11856.45,text
t5,"12,251,277",4.306,2984,4105.66,text
albert,"8,594,431",3.021,446,19270.02,text
bart,"5,897,655",2.073,1421,4150.36,text
mpnet,"2,570,571",0.903,62,41460.82,text
marian,"2,498,355",0.878,1802,1386.43,text
electra,"2,382,998",0.8380000000000001,758,3143.8,text
opt,"2,227,018",0.783,46,48413.43,text
clip,"1,885,130",0.6629999999999999,38,49608.68,vision
deberta-v2,"1,548,741",0.544,229,6763.06,text
wav2vec2,"1,544,638",0.543,3522,438.57,audio
gpt_neo,"1,282,480",0.451,247,5192.23,text
layoutlmv2,"1,136,473",0.39899999999999997,57,19938.12,text
gptj,"996,367",0.35000000000000003,101,9865.02,text
vit,"750,944",0.264,359,2091.77,vision
pegasus,"675,719",0.23700000000000002,315,2145.14,text
mbart,"662,469",0.233,282,2349.18,text
dpr,"651,613",0.22899999999999998,77,8462.51,text
m2m_100,"642,899",0.22599999999999998,205,3136.09,text
xlnet,"532,871",0.187,121,4403.89,text
layoutlm,"425,103",0.149,26,16350.12,text
detr,"413,855",0.145,22,18811.59,text
mt5,"410,542",0.14400000000000002,679,604.63,text
retribert,"404,828",0.14200000000000002,2,202414.0,text
longformer,"252,080",0.089,97,2598.76,text
big_bird,"212,558",0.075,54,3936.26,text
bloom,"161,138",0.056999999999999995,54,2984.04,text
squeezebert,"155,920",0.055,14,11137.14,text
mobilebert,"153,781",0.054,40,3844.53,text
vision-encoder-decoder,"117,252",0.041,86,1363.4,vision
blenderbot,"114,269",0.04,22,5194.05,text
funnel,"106,196",0.037,26,4084.46,text
lxmert,"100,737",0.034999999999999996,10,10073.7,text
hubert,"100,440",0.034999999999999996,129,778.6,audio
openai-gpt,"96,003",0.034,5,19200.6,text
tapas,"90,874",0.032,57,1594.28,text
fsmt,"85,567",0.03,22,3889.41,text
led,"81,963",0.029,56,1463.62,text
mvp,"78,207",0.027,16,4887.94,text
layoutlmv3,"77,518",0.027,21,3691.33,text
xglm,"73,621",0.026,24,3067.54,text
reformer,"73,995",0.026,12,6166.25,text
convbert,"65,544",0.023,39,1680.62,text
swin,"61,332",0.022000000000000002,64,958.31,vision
trocr,"61,008",0.021,12,5084.0,text
xlm,"53,832",0.019,21,2563.43,text
segformer,"50,762",0.018000000000000002,75,676.83,vision
resnet,"52,350",0.018000000000000002,50,1047.0,vision
rag,"52,472",0.018000000000000002,16,3279.5,text
flaubert,"51,999",0.018000000000000002,36,1444.42,text
codegen,"50,306",0.018000000000000002,26,1934.85,text
bigbird_pegasus,"47,604",0.017,10,4760.4,text
speech_to_text,"46,075",0.016,27,1706.48,audio
blenderbot-small,"42,442",0.015,7,6063.14,text
beit,"39,574",0.013999999999999999,28,1413.36,vision
yolos,"37,217",0.013,11,3383.36,text
luke,"36,275",0.013,33,1099.24,text
longt5,"36,238",0.013,33,1098.12,text
plbart,"30,275",0.011000000000000001,58,521.98,text
fnet,"31,622",0.011000000000000001,25,1264.88,text
wavlm,"27,808",0.01,76,365.89,audio
gpt_neox,"28,746",0.01,5,5749.2,text
deit,"28,539",0.01,9,3171.0,vision
vilt,"25,502",0.009000000000000001,11,2318.36,text
encoder-decoder,"24,297",0.009000000000000001,187,129.93,text
ctrl,"22,947",0.008,24,956.12,text
canine,"21,376",0.008,23,929.39,text
transfo-xl,"19,220",0.006999999999999999,11,1747.27,text
vit_mae,"16,074",0.006,5,3214.8,text
ibert,"17,806",0.006,5,3561.2,text
roformer,"14,434",0.005,20,721.7,text
prophetnet,"14,536",0.005,10,1453.6,text
convnext,"13,019",0.005,49,265.69,vision
unispeech-sat,"10,166",0.004,70,145.23,audio
speech-encoder-decoder,"10,955",0.004,115,95.26,audio
regnet,"12,504",0.004,34,367.76,vision
visual_bert,"8,756",0.003,13,673.54,text
data2vec-text,"7,316",0.003,10,731.6,text
data2vec-audio,"8,156",0.003,23,354.61,audio
cvt,"7,450",0.003,7,1064.29,vision
wav2vec2-conformer,"4,366",0.002,16,272.88,audio
rembert,"4,513",0.002,10,451.3,text
perceiver,"5,508",0.002,20,275.4,vision
owlvit,"6,796",0.002,3,2265.33,text
flava,"4,406",0.002,1,4406.0,text
data2vec-vision,"5,261",0.002,5,1052.2,vision
xlm-roberta-xl,"1,682",0.001,6,280.33,text
unispeech,"3,381",0.001,116,29.15,audio
splinter,"2,565",0.001,28,91.61,text
realm,"2,368",0.001,9,263.11,text
nezha,"2,246",0.001,4,561.5,text
mobilevit,"2,524",0.001,12,210.33,vision
megatron-bert,"4,159",0.001,18,231.06,text
levit,"3,164",0.001,6,527.33,vision
imagegpt,"2,644",0.001,5,528.8,vision
glpn,"1,490",0.001,2,745.0,text
dpt,"2,564",0.001,3,854.67,vision
bert-generation,"2,100",0.001,1,2100.0,text
yoso,658,0.0,6,109.67,text
xlm-prophetnet,"1,291",0.0,9,143.44,text
vision-text-dual-encoder,645,0.0,7,92.14,text
van,967,0.0,5,193.4,vision
trajectory_transformer,304,0.0,16,19.0,text
speech_to_text_2,0,0.0,0,0.0,text
sew-d,657,0.0,19,34.58,audio
sew,671,0.0,12,55.92,audio
qdqbert,0,0.0,0,0.0,text
poolformer,517,0.0,5,103.4,vision
nystromformer,"1,075",0.0,9,119.44,text
mctct,862,0.0,5,172.4,audio
maskformer,"1,005",0.0,16,62.81,vision
groupvit,855,0.0,3,285.0,text
decision_transformer,586,0.0,11,53.27,text