data_13_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"105,346,084",30.043,19023,5537,text
xlm-roberta,"28,872,300",8.234,3007,9601,text
roberta,"28,730,354",8.193999999999999,6886,4172,text
wav2vec2,"25,797,789",7.356999999999999,5030,5128,audio
gpt2,"24,963,695",7.119000000000001,9969,2504,text
clip,"20,842,650",5.944,89,234187,vision
distilbert,"19,493,067",5.559,6801,2866,text
t5,"16,516,787",4.71,5720,2887,text
bart,"9,964,830",2.842,2460,4050,text
layoutlmv3,"8,824,886",2.5170000000000003,195,45255,vision
marian,"7,288,680",2.0789999999999997,2134,3415,text
albert,"4,984,828",1.422,844,5906,text
electra,"4,804,200",1.37,1192,4030,text
layoutlm,"3,487,186",0.9950000000000001,110,31701,vision
mpnet,"3,142,387",0.8959999999999999,501,6272,text
gptj,"2,400,686",0.685,280,8573,text
camembert,"2,338,579",0.6669999999999999,588,3977,text
longformer,"2,159,535",0.616,226,9555,text
vit,"1,791,190",0.511,946,1893,vision
opt,"1,600,766",0.457,308,5197,text
deberta,"1,286,018",0.367,293,4389,text
deberta-v2,"1,272,230",0.363,580,2193,text
mbart,"1,234,399",0.35200000000000004,686,1799,text
pegasus,"1,202,157",0.34299999999999997,492,2443,text
bloom,"1,149,425",0.328,260,4420,text
openai-gpt,"1,025,000",0.292,10,102500,text
vision-encoder-decoder,"996,252",0.28400000000000003,436,2284,vision
gpt_neo,"951,274",0.271,465,2045,text
hubert,"892,905",0.255,154,5798,audio
wavlm,"883,041",0.252,93,9495,audio
convbert,"862,128",0.246,50,17242,text
dpr,"816,713",0.233,93,8781,text
m2m_100,"804,075",0.22899999999999998,302,2662,text
fnet,"632,840",0.18,34,18612,text
blenderbot,"557,780",0.159,35,15936,text
mt5,"536,401",0.153,1620,331,text
gpt_neox,"496,822",0.14200000000000002,215,2310,text
fsmt,"464,087",0.132,30,15469,text
esm,"421,978",0.12,106,3980,text
whisper,"413,663",0.11800000000000001,1859,222,audio
xlnet,"410,147",0.117,202,2030,text
layoutlmv2,"390,654",0.11100000000000002,130,3005,vision
resnet,"383,655",0.109,112,3425,vision
codegen,"377,975",0.108,83,4553,text
beit,"346,412",0.099,124,2793,vision
yolos,"312,902",0.089,24,13037,text
detr,"307,452",0.08800000000000001,143,2150,text
funnel,"290,387",0.083,39,7445,text
ernie,"283,886",0.08099999999999999,49,5793,text
segformer,"268,406",0.077,244,1100,vision
blip,"265,100",0.076,18,14727,vision
mobilebert,"263,279",0.075,238,1106,text
llama,"258,992",0.074,99,2616,text
encoder-decoder,"249,067",0.07100000000000001,330,754,text
xlm,"230,608",0.066,27,8541,text
flaubert,"233,012",0.066,50,4660,text
roformer,"226,476",0.065,28,8088,text
vit_mae,"215,214",0.061,8,26901,text
longt5,"209,955",0.06,74,2837,text
visual_bert,"207,815",0.059000000000000004,15,13854,text
clipseg,"201,330",0.056999999999999995,4,50332,vision
data2vec-text,"184,385",0.053,22,8381,text
squeezebert,"179,850",0.051000000000000004,22,8175,text
ibert,"158,078",0.045,14,11291,text
swin,"152,086",0.043,294,517,vision
led,"145,694",0.042,161,904,text
audio-spectrogram-transformer,"135,763",0.039,23,5902,audio
deit,"131,568",0.038,15,8771,vision
trocr,"128,203",0.037,16,8012,text
owlvit,"121,123",0.034999999999999996,7,17303,text
nystromformer,"111,882",0.032,20,5594,text
data2vec-audio,"107,649",0.031,27,3987,audio
maskformer,"100,920",0.029,33,3058,vision
dpt,"101,885",0.029,8,12735,vision
convnext,"101,014",0.029,112,901,vision
big_bird,"95,341",0.027,176,541,text
bigbird_pegasus,"92,244",0.026,26,3547,text
data2vec-vision,"89,286",0.025,9,9920,vision
unispeech-sat,"84,295",0.024,77,1094,audio
table-transformer,"85,163",0.024,13,6551,text
mobilevit,"82,584",0.024,17,4857,vision
mobilenet_v2,"83,433",0.024,14,5959,vision
levit,"81,887",0.023,11,7444,vision
poolformer,"78,370",0.022000000000000002,7,11195,vision
mobilenet_v1,"77,312",0.022000000000000002,6,12885,vision
plbart,"68,051",0.019,72,945,text
speech_to_text,"62,874",0.018000000000000002,29,2168,audio
vilt,"59,300",0.017,16,3706,vision
tapas,"60,841",0.017,71,856,vision
mvp,"56,522",0.016,22,2569,text
wav2vec2-conformer,"51,779",0.015,26,1991,audio
rembert,"53,231",0.015,21,2534,text
git,"51,705",0.015,34,1520,text
xglm,"48,438",0.013999999999999999,52,931,text
unispeech,"47,995",0.013999999999999999,120,399,audio
sew-d,"44,550",0.013,22,2025,audio
sew,"44,584",0.013,15,2972,audio
blip-2,"44,322",0.013,11,4029,vision
perceiver,"42,014",0.012,30,1400,vision
timesformer,"40,321",0.011000000000000001,19,2122,text
switch_transformers,"38,702",0.011000000000000001,24,1612,text
prophetnet,"39,485",0.011000000000000001,21,1880,text
pegasus_x,"37,218",0.011000000000000001,14,2658,text
mask2former,"38,413",0.011000000000000001,41,936,text
blenderbot-small,"39,072",0.011000000000000001,13,3005,text
biogpt,"38,750",0.011000000000000001,22,1761,text
megatron-bert,"33,586",0.01,35,959,text
luke,"34,288",0.01,50,685,text
splinter,"31,074",0.009000000000000001,31,1002,text
markuplm,"33,080",0.009000000000000001,10,3308,text
lxmert,"30,367",0.009000000000000001,13,2335,text
ctrl,"29,362",0.008,27,1087,text
vit_msn,"23,016",0.006999999999999999,8,2877,vision
rag,"26,175",0.006999999999999999,16,1635,text
xclip,"22,635",0.006,19,1191,text
transfo-xl,"20,691",0.006,15,1379,text
roc_bert,"20,415",0.006,13,1570,text
reformer,"20,261",0.006,16,1266,text
nezha,"22,168",0.006,12,1847,text
groupvit,"20,995",0.006,5,4199,text
glpn,"20,712",0.006,41,505,text
canine,"20,060",0.006,40,501,text
xlm-roberta-xl,"18,071",0.005,16,1129,text
videomae,"16,006",0.005,67,238,text
upernet,"17,227",0.005,10,1722,vision
regnet,"19,211",0.005,37,519,vision
lilt,"16,424",0.005,51,322,text
imagegpt,"16,654",0.005,8,2081,vision
flava,"17,196",0.005,4,4299,text
donut-swin,"18,139",0.005,2,9069,text
cvt,"17,934",0.005,13,1379,vision
bert-generation,"18,397",0.005,2,9198,text
yoso,"12,808",0.004,13,985,text
swinv2,"14,904",0.004,33,451,vision
deformable_detr,"13,378",0.004,9,1486,text
swin2sr,"8,898",0.003,8,1112,text
speecht5,"11,339",0.003,6,1889,audio
speech-encoder-decoder,"9,227",0.003,179,51,audio
retribert,"11,703",0.003,2,5851,text
xmod,"8,538",0.002,19,449,text
oneformer,"5,867",0.002,9,651,text
gpt_neox_japanese,"7,733",0.002,3,2577,text
conditional_detr,"6,227",0.002,4,1556,text
chinese_clip,"7,694",0.002,5,1538,vision
van,"5,062",0.001,8,632,vision
tvlt,"2,944",0.001,4,736,text
roberta-prelayernorm,"3,457",0.001,20,172,text
realm,"2,079",0.001,10,207,text
mctct,"4,911",0.001,8,613,audio
jukebox,"1,759",0.001,6,293,text
clap,"3,426",0.001,4,856,text
bridgetower,"2,567",0.001,5,513,text
altclip,"1,815",0.001,3,605,vision
xlm-prophetnet,408,0.0,10,40,text
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,"1,069",0.0,26,41,text
trajectory_transformer,235,0.0,16,14,text
time_series_transformer,"1,262",0.0,4,315,text
speech_to_text_2,0,0.0,0,0,text
qdqbert,0,0.0,0,0,text
pix2struct,"1,219",0.0,19,64,text
nat,412,0.0,7,58,vision
mgp-str,212,0.0,2,106,text
maskformer-swin,0,0.0,0,0,vision
informer,230,0.0,1,230,text
graphormer,364,0.0,2,182,text
gptsan-japanese,695,0.0,2,347,text
gpt-sw3,0,0.0,0,0,text
ernie_m,"1,255",0.0,14,89,text
efficientnet,"1,026",0.0,14,73,vision
efficientformer,713,0.0,6,118,vision
dinat,387,0.0,10,38,vision
deta,745,0.0,8,93,text
decision_transformer,"1,246",0.0,48,25,text
convnextv2,725,0.0,23,31,vision
bit,734,0.0,4,183,vision
align,"1,542",0.0,3,514,vision