data_30_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"147,811,231",29.546,24961,5921,text
wav2vec2,"61,200,041",12.232999999999999,5883,10402,audio
roberta,"46,866,347",9.368,9400,4985,text
distilbert,"26,057,762",5.209,10007,2603,text
xlm-roberta,"26,031,246",5.203,4380,5943,text
clip,"21,604,731",4.319,173,124882,vision
gpt2,"20,629,200",4.124,12753,1617,text
t5,"17,113,689",3.421,8865,1930,text
bart,"11,182,173",2.235,3248,3442,text
deberta-v2,"10,743,692",2.1479999999999997,888,12098,text
vit,"8,929,119",1.7850000000000001,1811,4930,vision
albert,"8,682,328",1.736,1060,8190,text
deberta,"6,853,430",1.37,434,15791,text
layoutlmv3,"6,445,228",1.288,393,16400,vision
clipseg,"6,355,156",1.27,5,1271031,vision
mpnet,"5,476,584",1.095,1043,5250,text
llama,"5,341,338",1.068,2498,2138,text
electra,"4,626,287",0.9249999999999999,1366,3386,text
marian,"4,314,765",0.8619999999999999,2573,1676,text
camembert,"4,151,260",0.83,873,4755,text
resnet,"3,756,162",0.751,221,16996,vision
layoutlm,"3,412,703",0.6819999999999999,163,20936,vision
longformer,"2,985,917",0.597,314,9509,text
bloom,"2,693,159",0.538,526,5120,text
hubert,"2,469,731",0.494,312,7915,audio
vision-encoder-decoder,"2,160,399",0.432,883,2446,vision
opt,"2,160,155",0.432,526,4106,text
gpt_neox,"1,529,816",0.306,1010,1514,text
convbert,"1,513,530",0.303,64,23648,text
gptj,"1,409,584",0.28200000000000003,463,3044,text
gpt_neo,"1,313,551",0.263,837,1569,text
mbart,"1,265,339",0.253,1335,947,text
detr,"1,114,359",0.22300000000000003,302,3689,text
fnet,"1,102,560",0.22,45,24501,text
beit,"972,331",0.194,195,4986,vision
blip,"936,865",0.187,66,14194,vision
yolos,"881,741",0.17600000000000002,45,19594,text
m2m_100,"879,416",0.17600000000000002,382,2302,text
blenderbot,"839,624",0.168,47,17864,text
whisper,"742,897",0.148,2983,249,audio
pegasus,"727,138",0.145,618,1176,text
wavlm,"690,586",0.13799999999999998,119,5803,audio
codegen,"679,964",0.136,132,5151,text
mt5,"608,079",0.122,2163,281,text
segformer,"575,149",0.11499999999999999,427,1346,vision
vilt,"562,130",0.11199999999999999,30,18737,vision
trocr,"502,540",0.1,22,22842,text
mobilebert,"488,555",0.098,258,1893,text
perceiver,"468,445",0.094,37,12660,vision
flaubert,"463,773",0.093,72,6441,text
roformer,"384,083",0.077,37,10380,text
esm,"386,481",0.077,220,1756,text
xlm,"381,445",0.076,34,11218,text
longt5,"367,967",0.074,176,2090,text
layoutlmv2,"330,712",0.066,162,2041,vision
convnextv2,"279,916",0.055999999999999994,42,6664,vision
xlnet,"266,009",0.053,253,1051,text
dpr,"265,196",0.053,107,2478,text
deit,"264,840",0.053,25,10593,vision
blip-2,"260,537",0.052,40,6513,vision
speech_to_text,"251,626",0.05,33,7625,audio
openai-gpt,"239,850",0.048,17,14108,text
squeezebert,"236,167",0.047,32,7380,text
data2vec-text,"224,412",0.045,29,7738,text
vit_mae,"214,680",0.043,19,11298,text
table-transformer,"212,448",0.042,21,10116,text
ibert,"212,394",0.042,25,8495,text
audio-spectrogram-transformer,"209,942",0.042,130,1614,audio
swin,"195,542",0.039,459,426,vision
encoder-decoder,"194,988",0.039,383,509,text
dpt,"184,473",0.037,11,16770,vision
nystromformer,"166,817",0.033,29,5752,text
luke,"162,716",0.033,58,2805,text
data2vec-audio,"163,600",0.033,35,4674,audio
mobilenet_v2,"155,087",0.031,27,5743,vision
git,"155,746",0.031,88,1769,text
owlvit,"145,819",0.029,9,16202,text
mobilenet_v1,"143,871",0.029,10,14387,vision
fsmt,"142,879",0.029,36,3968,text
vit_msn,"139,812",0.027999999999999997,10,13981,vision
convnext,"136,464",0.027,156,874,vision
poolformer,"128,771",0.026,9,14307,vision
mobilevit,"128,311",0.026,42,3055,vision
unispeech-sat,"127,336",0.025,85,1498,audio
markuplm,"120,217",0.024,22,5464,text
levit,"121,017",0.024,15,8067,vision
data2vec-vision,"116,901",0.023,12,9741,vision
sew,"108,434",0.022000000000000002,18,6024,audio
wav2vec2-conformer,"105,837",0.021,35,3023,audio
unispeech,"88,900",0.018000000000000002,124,716,audio
sew-d,"87,395",0.017,25,3495,audio
tapas,"76,756",0.015,82,936,vision
mask2former,"73,024",0.015,63,1159,text
switch_transformers,"71,259",0.013999999999999999,27,2639,text
led,"67,175",0.013,240,279,text
bigbird_pegasus,"65,647",0.013,42,1563,text
xglm,"58,140",0.012,127,457,text
prophetnet,"60,367",0.012,28,2155,text
ernie,"57,829",0.012,69,838,text
big_bird,"59,859",0.012,253,236,text
pix2struct,"56,916",0.011000000000000001,44,1293,text
glpn,"53,926",0.011000000000000001,58,929,text
plbart,"51,371",0.01,86,597,text
blenderbot-small,"47,599",0.01,19,2505,text
upernet,"43,534",0.009000000000000001,12,3627,vision
imagegpt,"44,628",0.009000000000000001,11,4057,vision
biogpt,"46,555",0.009000000000000001,50,931,text
videomae,"41,295",0.008,186,222,text
splinter,"42,478",0.008,34,1249,text
speecht5,"41,425",0.008,234,177,audio
oneformer,"33,288",0.006999999999999999,11,3026,text
mvp,"34,444",0.006999999999999999,28,1230,text
regnet,"28,121",0.006,40,703,vision
pegasus_x,"30,147",0.006,44,685,text
lilt,"32,429",0.006,96,337,text
timesformer,"25,466",0.005,23,1107,text
rembert,"27,214",0.005,28,971,text
cvt,"25,524",0.005,17,1501,vision
chinese_clip,"23,364",0.005,8,2920,vision
xclip,"20,864",0.004,20,1043,text
roc_bert,"19,650",0.004,21,935,text
rag,"20,206",0.004,16,1262,text
donut-swin,"18,761",0.004,3,6253,text
ctrl,"19,132",0.004,32,597,text
bert-generation,"20,749",0.004,2,10374,text
xmod,"12,594",0.003,26,484,text
visual_bert,"15,566",0.003,18,864,text
transfo-xl,"13,877",0.003,19,730,text
swinv2,"13,665",0.003,58,235,vision
megatron-bert,"13,946",0.003,55,253,text
maskformer,"15,878",0.003,62,256,vision
groupvit,"15,462",0.003,6,2577,text
funnel,"16,259",0.003,48,338,text
deformable_detr,"13,660",0.003,12,1138,text
clap,"14,705",0.003,8,1838,text
canine,"12,957",0.003,137,94,text
yoso,"7,667",0.002,20,383,text
xlm-roberta-xl,"7,575",0.002,24,315,text
speech-encoder-decoder,"8,261",0.002,181,45,audio
reformer,"11,676",0.002,20,583,text
mgp-str,"8,695",0.002,3,2898,text
lxmert,"10,548",0.002,16,659,text
gpt_neox_japanese,"7,764",0.002,6,1294,text
bridgetower,"10,844",0.002,7,1549,text
xlm-prophetnet,"5,141",0.001,11,467,text
roberta-prelayernorm,"5,344",0.001,26,205,text
nezha,"3,225",0.001,20,161,text
graphormer,"2,663",0.001,5,532,text
flava,"5,282",0.001,8,660,text
ernie_m,"5,105",0.001,22,232,text
efficientnet,"3,295",0.001,20,164,vision
conditional_detr,"5,747",0.001,13,442,text
align,"6,789",0.001,4,1697,vision
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,"1,275",0.0,30,42,text
van,863,0.0,11,78,vision
tvlt,982,0.0,6,163,text
trajectory_transformer,402,0.0,16,25,text
time_series_transformer,"1,919",0.0,8,239,text
swin2sr,"2,364",0.0,9,262,text
speech_to_text_2,0,0.0,0,0,text
retribert,"1,009",0.0,2,504,text
realm,"1,230",0.0,10,123,text
qdqbert,0,0.0,0,0,text
nat,801,0.0,10,80,vision
mctct,"1,114",0.0,10,111,audio
maskformer-swin,0,0.0,0,0,vision
jukebox,935,0.0,6,155,text
informer,533,0.0,3,177,text
gptsan-japanese,996,0.0,3,332,text
gpt-sw3,0,0.0,0,0,text
efficientformer,"2,106",0.0,14,150,vision
dinat,"1,009",0.0,13,77,vision
deta,"2,242",0.0,13,172,text
decision_transformer,"1,811",0.0,93,19,text
bit,"1,420",0.0,7,202,vision
altclip,"1,750",0.0,5,350,vision