data_6_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"79,753,651",29.075,16760,4758.57,text
t5,"25,740,721",9.384,4616,5576.41,text
xlm-roberta,"24,594,647",8.966000000000001,2397,10260.6,text
roberta,"21,900,703",7.983999999999999,6177,3545.52,text
gpt2,"20,209,459",7.367,8885,2274.56,text
distilbert,"20,036,569",7.303999999999999,5718,3504.12,text
clip,"15,255,512",5.561,75,203406.83,vision
bart,"10,628,205",3.875,2224,4778.87,text
layoutlmv3,"5,436,340",1.982,123,44197.89,text
m2m_100,"5,047,525",1.8399999999999999,265,19047.26,text
albert,"4,818,925",1.757,730,6601.27,text
marian,"4,382,056",1.5970000000000002,1961,2234.6,text
mpnet,"3,460,920",1.262,421,8220.71,text
wav2vec2,"3,295,062",1.201,4622,712.91,audio
electra,"2,285,414",0.8330000000000001,1129,2024.28,text
camembert,"1,930,362",0.7040000000000001,493,3915.54,text
deberta-v2,"1,893,622",0.69,507,3734.95,text
vision-encoder-decoder,"1,849,035",0.674,335,5519.51,vision
gptj,"1,732,424",0.632,181,9571.4,text
layoutlm,"1,629,273",0.594,90,18103.03,text
deberta,"1,562,131",0.569,269,5807.18,text
xlnet,"1,492,319",0.544,185,8066.59,text
vit,"1,251,812",0.45599999999999996,746,1678.03,vision
gpt_neo,"1,109,772",0.40499999999999997,384,2890.03,text
longformer,"1,082,927",0.395,197,5497.09,text
opt,"862,357",0.314,282,3058.0,text
layoutlmv2,"806,933",0.294,124,6507.52,text
beit,"740,190",0.27,98,7552.96,vision
pegasus,"663,836",0.242,454,1462.19,text
mbart,"582,798",0.212,459,1269.71,text
dpr,"577,984",0.211,90,6422.04,text
hubert,"570,821",0.208,144,3964.03,audio
mt5,"484,779",0.17700000000000002,1110,436.74,text
convbert,"456,410",0.166,46,9921.96,text
detr,"417,124",0.152,55,7584.07,text
fnet,"363,195",0.132,33,11005.91,text
bloom,"354,222",0.129,220,1610.1,text
gpt_neox,"274,949",0.1,94,2924.99,text
encoder-decoder,"246,893",0.09,307,804.21,text
maskformer,"221,185",0.08099999999999999,31,7135.0,vision
blenderbot,"195,100",0.07100000000000001,31,6293.55,text
whisper,"180,020",0.066,1359,132.47,audio
segformer,"168,790",0.062,202,835.59,vision
clipseg,"164,814",0.06,3,54938.0,text
big_bird,"162,276",0.059000000000000004,171,948.98,text
codegen,"152,865",0.055999999999999994,74,2065.74,text
wavlm,"143,847",0.052,82,1754.23,audio
funnel,"125,379",0.046,39,3214.85,text
mobilebert,"124,280",0.045,220,564.91,text
longt5,"121,908",0.044000000000000004,70,1741.54,text
bigbird_pegasus,"111,081",0.04,22,5049.14,text
owlvit,"106,300",0.039,7,15185.71,text
swin,"103,527",0.038,200,517.63,vision
led,"104,199",0.038,88,1184.08,text
resnet,"99,786",0.036000000000000004,91,1096.55,vision
fsmt,"98,368",0.036000000000000004,30,3278.93,text
flaubert,"94,732",0.034999999999999996,39,2429.03,text
squeezebert,"81,419",0.03,20,4070.95,text
xlm,"79,459",0.029,27,2942.93,text
roformer,"78,001",0.027999999999999997,28,2785.75,text
mobilevit,"73,305",0.027,17,4312.06,vision
data2vec-text,"72,989",0.027,22,3317.68,text
xglm,"67,782",0.025,28,2420.79,text
trocr,"67,948",0.025,15,4529.87,text
ibert,"66,035",0.024,13,5079.62,text
yolos,"60,324",0.022000000000000002,18,3351.33,text
transfo-xl,"56,775",0.021,15,3785.0,text
tapas,"58,686",0.021,70,838.37,text
table-transformer,"56,635",0.021,6,9439.17,text
convnext,"57,651",0.021,97,594.34,vision
openai-gpt,"53,208",0.019,9,5912.0,text
deit,"52,808",0.019,14,3772.0,vision
ernie,"45,845",0.017,46,996.63,text
blenderbot-small,"44,926",0.016,12,3743.83,text
plbart,"40,151",0.015,63,637.32,text
esm,"40,151",0.015,71,565.51,text
mobilenet_v2,"39,365",0.013999999999999999,14,2811.79,vision
data2vec-vision,"35,959",0.013,9,3995.44,vision
vit_mae,"32,303",0.012,7,4614.71,text
vilt,"33,266",0.012,18,1848.11,text
poolformer,"32,285",0.012,7,4612.14,vision
mobilenet_v1,"33,805",0.012,4,8451.25,vision
levit,"33,322",0.012,11,3029.27,vision
lxmert,"30,563",0.011000000000000001,13,2351.0,text
luke,"30,326",0.011000000000000001,51,594.63,text
mvp,"26,964",0.01,22,1225.64,text
unispeech-sat,"22,844",0.008,75,304.59,audio
switch_transformers,"20,603",0.008,20,1030.15,text
speech_to_text,"21,478",0.008,29,740.62,audio
rag,"22,937",0.008,16,1433.56,text
prophetnet,"21,980",0.008,19,1156.84,text
dpt,"21,193",0.008,8,2649.12,vision
data2vec-audio,"22,666",0.008,24,944.42,audio
rembert,"19,640",0.006999999999999999,18,1091.11,text
perceiver,"19,816",0.006999999999999999,30,660.53,vision
pegasus_x,"18,815",0.006999999999999999,11,1710.45,text
deformable_detr,"20,573",0.006999999999999999,7,2939.0,text
ctrl,"20,416",0.006999999999999999,27,756.15,text
wav2vec2-conformer,"15,922",0.006,25,636.88,audio
swinv2,"15,096",0.006,24,629.0,vision
glpn,"15,982",0.006,41,389.8,text
videomae,"13,817",0.005,42,328.98,text
reformer,"14,221",0.005,16,888.81,text
markuplm,"13,578",0.005,10,1357.8,text
canine,"13,468",0.005,35,384.8,text
visual_bert,"11,954",0.004,15,796.93,text
unispeech,"11,252",0.004,120,93.77,audio
speech-encoder-decoder,"11,757",0.004,177,66.42,audio
nystromformer,"11,338",0.004,19,596.74,text
lilt,"11,483",0.004,39,294.44,text
groupvit,"9,609",0.004,5,1921.8,text
cvt,"11,518",0.004,12,959.83,vision
audio-spectrogram-transformer,"12,198",0.004,13,938.31,audio
splinter,"6,890",0.003,31,222.26,text
sew-d,"8,076",0.003,22,367.09,audio
sew,"8,068",0.003,15,537.87,audio
retribert,"7,925",0.003,2,3962.5,text
nezha,"7,911",0.003,12,659.25,text
megatron-bert,"7,873",0.003,34,231.56,text
xlm-roberta-xl,"6,796",0.002,16,424.75,text
xclip,"5,999",0.002,19,315.74,text
vit_msn,"6,472",0.002,7,924.57,vision
roc_bert,"4,717",0.002,13,362.85,text
regnet,"4,788",0.002,36,133.0,vision
imagegpt,"4,779",0.002,8,597.38,vision
gpt_neox_japanese,"5,350",0.002,3,1783.33,text
chinese_clip,"4,371",0.002,4,1092.75,text
bert-generation,"6,583",0.002,2,3291.5,text
yoso,"3,635",0.001,13,279.62,text
vision-text-dual-encoder,"1,532",0.001,17,90.12,text
van,"1,790",0.001,8,223.75,vision
realm,"1,485",0.001,10,148.5,text
mctct,"1,693",0.001,8,211.62,audio
flava,"3,734",0.001,4,933.5,text
conditional_detr,"2,331",0.001,3,777.0,text
xlm-prophetnet,"1,267",0.0,9,140.78,text
trajectory_transformer,190,0.0,16,11.88,text
time_series_transformer,"1,227",0.0,4,306.75,text
speech_to_text_2,0,0.0,0,0.0,text
qdqbert,0,0.0,0,0.0,text
nat,513,0.0,4,128.25,vision
maskformer-swin,0,0.0,0,0.0,text
jukebox,838,0.0,6,139.67,text
donut-swin,742,0.0,2,371.0,text
dinat,530,0.0,7,75.71,vision
decision_transformer,685,0.0,25,27.4,text