data_2_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"85,187,100",29.677,15281,5574.71,text
distilbert,"28,531,105",9.94,4847,5886.34,text
xlm-roberta,"28,248,866",9.841,2112,13375.41,text
roberta,"26,101,672",9.093,5930,4401.63,text
gpt2,"20,446,614",7.123,8401,2433.83,text
t5,"18,633,950",6.492000000000001,4343,4290.57,text
bart,"17,223,870",6.0,2034,8467.98,text
clip,"14,274,810",4.973000000000001,71,201053.66,vision
camembert,"5,791,123",2.017,472,12269.33,text
albert,"4,172,983",1.4540000000000002,706,5910.74,text
wav2vec2,"3,635,060",1.266,4497,808.33,audio
marian,"3,025,672",1.054,1922,1574.23,text
mbart,"2,337,621",0.814,407,5743.54,text
electra,"2,045,180",0.712,1038,1970.31,text
gpt_neo,"1,944,737",0.6779999999999999,356,5462.74,text
mpnet,"1,919,316",0.6689999999999999,368,5215.53,text
hubert,"1,569,700",0.547,141,11132.62,audio
xlnet,"1,559,086",0.543,180,8661.59,text
vit,"1,556,353",0.542,655,2376.11,vision
layoutlmv2,"1,463,987",0.51,106,13811.2,text
gptj,"1,320,044",0.45999999999999996,163,8098.43,text
vision-encoder-decoder,"1,294,320",0.451,301,4300.07,vision
layoutlmv3,"1,277,765",0.445,105,12169.19,text
deberta,"1,178,421",0.411,248,4751.7,text
deberta-v2,"1,137,582",0.396,463,2456.98,text
longt5,"903,560",0.315,63,14342.22,text
mt5,"831,379",0.29,1007,825.6,text
layoutlm,"749,269",0.261,71,10553.08,text
m2m_100,"728,962",0.254,253,2881.27,text
longformer,"633,076",0.22100000000000003,180,3517.09,text
pegasus,"623,489",0.217,408,1528.16,text
opt,"514,426",0.179,239,2152.41,text
detr,"388,196",0.135,40,9704.9,text
dpr,"331,546",0.116,83,3994.53,text
encoder-decoder,"319,540",0.11100000000000002,288,1109.51,text
segformer,"314,144",0.109,186,1688.95,vision
beit,"288,703",0.101,54,5346.35,vision
convbert,"284,974",0.099,44,6476.68,text
fnet,"242,717",0.08499999999999999,33,7355.06,text
bloom,"241,452",0.084,192,1257.56,text
convnext,"235,974",0.082,92,2564.93,vision
blenderbot,"228,096",0.079,29,7865.38,text
wavlm,"221,467",0.077,80,2768.34,audio
maskformer,"209,070",0.073,32,6533.44,vision
whisper,"181,622",0.063,1183,153.53,audio
swin,"157,355",0.055,164,959.48,vision
gpt_neox,"158,140",0.055,50,3162.8,text
codegen,"116,837",0.041,50,2336.74,text
table-transformer,"112,293",0.039,6,18715.5,text
fsmt,"103,865",0.036000000000000004,24,4327.71,text
yolos,"100,770",0.034999999999999996,17,5927.65,text
resnet,"101,129",0.034999999999999996,77,1313.36,vision
bigbird_pegasus,"91,831",0.032,19,4833.21,text
led,"87,837",0.031,86,1021.36,text
big_bird,"88,399",0.031,97,911.33,text
clipseg,"83,808",0.029,3,27936.0,text
regnet,"80,207",0.027999999999999997,36,2227.97,vision
ernie,"69,941",0.024,45,1554.24,text
vilt,"62,165",0.022000000000000002,18,3453.61,text
esm,"62,070",0.022000000000000002,62,1001.13,text
mobilebert,"60,713",0.021,53,1145.53,text
tapas,"54,440",0.019,61,892.46,text
openai-gpt,"50,298",0.018000000000000002,9,5588.67,text
mobilevit,"52,876",0.018000000000000002,16,3304.75,vision
glpn,"47,890",0.017,31,1544.84,text
flaubert,"49,764",0.017,43,1157.3,text
blenderbot-small,"48,092",0.017,11,4372.0,text
funnel,"40,272",0.013999999999999999,39,1032.62,text
xlm,"36,094",0.013,27,1336.81,text
trocr,"36,688",0.013,15,2445.87,text
xglm,"33,679",0.012,27,1247.37,text
vit_mae,"33,108",0.012,7,4729.71,text
squeezebert,"35,257",0.012,20,1762.85,text
luke,"34,045",0.012,44,773.75,text
rag,"29,016",0.01,16,1813.5,text
owlvit,"27,267",0.009000000000000001,7,3895.29,text
data2vec-text,"25,522",0.009000000000000001,22,1160.09,text
visual_bert,"24,323",0.008,15,1621.53,text
plbart,"23,046",0.008,62,371.71,text
ctrl,"21,738",0.008,27,805.11,text
wav2vec2-conformer,"18,916",0.006999999999999999,26,727.54,audio
transfo-xl,"19,303",0.006999999999999999,15,1286.87,text
splinter,"20,750",0.006999999999999999,31,669.35,text
perceiver,"19,280",0.006999999999999999,30,642.67,vision
ibert,"19,973",0.006999999999999999,13,1536.38,text
speech_to_text,"15,919",0.006,29,548.93,audio
roformer,"16,801",0.006,28,600.04,text
deit,"17,742",0.006,14,1267.29,vision
rembert,"14,145",0.005,18,785.83,text
lxmert,"13,362",0.005,13,1027.85,text
levit,"13,399",0.005,11,1218.09,vision
data2vec-vision,"14,025",0.005,9,1558.33,vision
canine,"13,038",0.005,35,372.51,text
videomae,"12,672",0.004,26,487.38,text
unispeech-sat,"12,564",0.004,75,167.52,audio
speech-encoder-decoder,"10,100",0.004,177,57.06,audio
retribert,"11,506",0.004,2,5753.0,text
reformer,"12,603",0.004,16,787.69,text
mobilenet_v2,"10,360",0.004,14,740.0,vision
dpt,"11,890",0.004,8,1486.25,vision
mvp,"7,842",0.003,21,373.43,text
mobilenet_v1,"8,165",0.003,4,2041.25,vision
markuplm,"8,618",0.003,10,861.8,text
lilt,"7,851",0.003,27,290.78,text
groupvit,"9,234",0.003,5,1846.8,text
data2vec-audio,"8,024",0.003,24,334.33,audio
cvt,"9,955",0.003,12,829.58,vision
bert-generation,"7,334",0.003,2,3667.0,text
xclip,"4,823",0.002,19,253.84,text
vit_msn,"5,621",0.002,7,803.0,vision
unispeech,"4,814",0.002,120,40.12,audio
switch_transformers,"4,872",0.002,15,324.8,text
swinv2,"6,184",0.002,20,309.2,vision
prophetnet,"6,868",0.002,18,381.56,text
gpt_neox_japanese,"5,369",0.002,3,1789.67,text
flava,"4,579",0.002,4,1144.75,text
deformable_detr,"6,120",0.002,7,874.29,text
chinese_clip,"6,531",0.002,4,1632.75,text
audio-spectrogram-transformer,"5,078",0.002,13,390.62,audio
xlm-roberta-xl,"2,905",0.001,16,181.56,text
poolformer,"3,092",0.001,7,441.71,vision
pegasus_x,"2,387",0.001,9,265.22,text
nezha,"2,193",0.001,12,182.75,text
megatron-bert,"3,068",0.001,31,98.97,text
imagegpt,"3,643",0.001,8,455.38,vision
yoso,707,0.0,13,54.38,text
xlm-prophetnet,666,0.0,9,74.0,text
vision-text-dual-encoder,254,0.0,16,15.88,text
van,808,0.0,8,101.0,vision
trajectory_transformer,271,0.0,16,16.94,text
time_series_transformer,973,0.0,3,324.33,text
speech_to_text_2,0,0.0,0,0.0,text
sew-d,"1,200",0.0,22,54.55,audio
sew,"1,148",0.0,15,76.53,audio
roc_bert,778,0.0,13,59.85,text
realm,"1,136",0.0,10,113.6,text
qdqbert,0,0.0,0,0.0,text
nystromformer,741,0.0,18,41.17,text
nat,279,0.0,4,69.75,vision
mctct,620,0.0,8,77.5,audio
maskformer-swin,0,0.0,0,0.0,text
jukebox,908,0.0,6,151.33,text
donut-swin,128,0.0,2,64.0,text
dinat,288,0.0,7,41.14,vision
decision_transformer,"1,031",0.0,23,44.83,text
conditional_detr,826,0.0,3,275.33,text