data_15_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"99,518,065",24.371000000000002,19723,5045,text
distilbert,"48,676,721",11.92,7065,6889,text
wav2vec2,"46,021,330",11.27,5078,9062,audio
roberta,"35,094,704",8.594,7085,4953,text
xlm-roberta,"30,974,594",7.585,3274,9460,text
gpt2,"26,995,926",6.611000000000001,10243,2635,text
clip,"21,989,134",5.385,93,236442,vision
t5,"15,230,822",3.73,6042,2520,text
layoutlmv3,"9,896,983",2.424,214,46247,vision
bart,"9,025,683",2.21,2587,3488,text
marian,"7,205,212",1.764,2188,3293,text
albert,"4,735,788",1.16,863,5487,text
electra,"4,717,988",1.155,1220,3867,text
layoutlm,"3,687,830",0.903,114,32349,vision
mpnet,"3,629,434",0.889,522,6952,text
longformer,"2,456,763",0.602,238,10322,text
camembert,"2,345,760",0.5740000000000001,600,3909,text
mbart,"2,175,103",0.5329999999999999,744,2923,text
vit,"1,947,406",0.477,1006,1935,vision
bloom,"1,641,377",0.402,286,5739,text
vision-encoder-decoder,"1,452,816",0.356,472,3078,vision
gptj,"1,447,252",0.35400000000000004,341,4244,text
deberta,"1,319,608",0.32299999999999995,298,4428,text
pegasus,"1,282,840",0.314,507,2530,text
deberta-v2,"1,271,599",0.311,612,2077,text
opt,"1,200,248",0.294,331,3626,text
gpt_neo,"1,131,063",0.27699999999999997,490,2308,text
convbert,"1,025,943",0.251,62,16547,text
openai-gpt,"995,166",0.244,15,66344,text
hubert,"966,319",0.23700000000000002,158,6115,audio
m2m_100,"942,135",0.231,317,2972,text
wavlm,"898,557",0.22,98,9168,audio
fnet,"762,848",0.187,42,18163,text
dpr,"752,184",0.184,100,7521,text
big_bird,"685,173",0.168,184,3723,text
codegen,"624,133",0.153,90,6934,text
gpt_neox,"610,276",0.149,262,2329,text
table-transformer,"596,416",0.146,16,37276,text
llama,"593,904",0.145,266,2232,text
blenderbot,"555,313",0.136,38,14613,text
mt5,"489,941",0.12,1695,289,text
whisper,"479,470",0.117,1999,239,audio
resnet,"468,827",0.11499999999999999,117,4007,vision
layoutlmv2,"396,893",0.097,134,2961,vision
xlnet,"381,515",0.093,211,1808,text
yolos,"371,200",0.091,29,12800,text
segformer,"324,455",0.079,263,1233,vision
beit,"312,597",0.077,131,2386,vision
blip,"305,488",0.075,21,14547,vision
mobilebert,"299,730",0.073,249,1203,text
xlm,"281,061",0.06899999999999999,33,8517,text
detr,"283,413",0.06899999999999999,156,1816,text
flaubert,"277,913",0.068,56,4962,text
roformer,"274,458",0.067,35,7841,text
esm,"258,614",0.063,125,2068,text
encoder-decoder,"258,298",0.063,349,740,text
fsmt,"219,823",0.054,34,6465,text
vit_mae,"214,981",0.053,11,19543,text
data2vec-text,"216,794",0.053,29,7475,text
squeezebert,"208,504",0.051000000000000004,28,7446,text
longt5,"196,699",0.048,87,2260,text
ibert,"186,001",0.046,20,9300,text
clipseg,"184,759",0.045,5,36951,vision
swin,"168,191",0.041,306,549,vision
funnel,"160,718",0.039,47,3419,text
deit,"157,716",0.039,20,7885,vision
audio-spectrogram-transformer,"159,232",0.039,26,6124,audio
led,"145,885",0.036000000000000004,169,863,text
ernie,"148,734",0.036000000000000004,61,2438,text
trocr,"144,474",0.034999999999999996,16,9029,text
nystromformer,"133,877",0.033,26,5149,text
data2vec-audio,"135,937",0.033,31,4385,audio
dpt,"117,899",0.029,11,10718,vision
convnext,"118,769",0.029,113,1051,vision
data2vec-vision,"105,968",0.026,12,8830,vision
unispeech-sat,"101,529",0.025,82,1238,audio
mobilenet_v2,"102,828",0.025,19,5412,vision
levit,"100,662",0.025,14,7190,vision
poolformer,"96,288",0.024,9,10698,vision
mobilevit,"96,180",0.024,21,4580,vision
mobilenet_v1,"98,891",0.024,9,10987,vision
speech_to_text,"84,456",0.021,31,2724,audio
bigbird_pegasus,"80,371",0.02,31,2592,text
vilt,"75,963",0.019,18,4220,vision
owlvit,"70,626",0.017,9,7847,text
tapas,"65,549",0.016,81,809,vision
blip-2,"64,499",0.016,16,4031,vision
wav2vec2-conformer,"59,854",0.015,31,1930,audio
unispeech,"56,902",0.013999999999999999,124,458,audio
sew-d,"54,243",0.013,25,2169,audio
sew,"54,243",0.013,18,3013,audio
rembert,"52,110",0.013,28,1861,text
markuplm,"52,871",0.013,14,3776,text
glpn,"51,284",0.013,43,1192,text
xclip,"50,187",0.012,20,2509,text
git,"48,460",0.012,45,1076,text
xglm,"44,404",0.011000000000000001,102,435,text
prophetnet,"45,161",0.011000000000000001,24,1881,text
plbart,"45,922",0.011000000000000001,77,596,text
perceiver,"43,082",0.011000000000000001,36,1196,vision
splinter,"40,102",0.01,34,1179,text
mvp,"40,976",0.01,27,1517,text
mask2former,"42,799",0.01,43,995,text
biogpt,"39,165",0.01,30,1305,text
timesformer,"37,589",0.009000000000000001,21,1789,text
vit_msn,"31,574",0.008,10,3157,vision
switch_transformers,"30,653",0.008,26,1178,text
blenderbot-small,"34,034",0.008,16,2127,text
roc_bert,"27,911",0.006999999999999999,21,1329,text
rag,"27,573",0.006999999999999999,16,1723,text
pegasus_x,"29,730",0.006999999999999999,17,1748,text
luke,"30,560",0.006999999999999999,56,545,text
upernet,"25,051",0.006,11,2277,vision
megatron-bert,"23,387",0.006,44,531,text
maskformer,"22,932",0.006,37,619,vision
ctrl,"23,354",0.006,30,778,text
canine,"24,254",0.006,76,319,text
bert-generation,"25,476",0.006,2,12738,text
swinv2,"18,728",0.005,37,506,vision
regnet,"21,978",0.005,39,563,vision
pix2struct,"21,740",0.005,26,836,text
lilt,"21,754",0.005,60,362,text
imagegpt,"20,220",0.005,11,1838,vision
groupvit,"19,502",0.005,6,3250,text
donut-swin,"19,199",0.005,3,6399,text
xlm-roberta-xl,"14,955",0.004,23,650,text
videomae,"18,312",0.004,74,247,text
transfo-xl,"18,277",0.004,18,1015,text
speecht5,"14,479",0.004,7,2068,audio
reformer,"15,533",0.004,20,776,text
nezha,"15,812",0.004,20,790,text
lxmert,"17,808",0.004,16,1113,text
cvt,"16,082",0.004,15,1072,vision
retribert,"10,411",0.003,2,5205,text
deformable_detr,"11,297",0.003,11,1027,text
yoso,"9,974",0.002,19,524,text
visual_bert,"7,275",0.002,17,427,text
swin2sr,"8,123",0.002,9,902,text
speech-encoder-decoder,"8,982",0.002,180,49,audio
roberta-prelayernorm,"9,103",0.002,27,337,text
gpt_neox_japanese,"7,049",0.002,5,1409,text
flava,"8,718",0.002,6,1453,text
chinese_clip,"8,407",0.002,6,1401,vision
xmod,"5,504",0.001,26,211,text
van,"4,145",0.001,10,414,vision
tvlt,"2,483",0.001,6,413,text
realm,"3,044",0.001,10,304,text
oneformer,"5,831",0.001,11,530,text
mctct,"4,030",0.001,10,403,audio
ernie_m,"2,660",0.001,20,133,text
efficientformer,"2,102",0.001,9,233,vision
conditional_detr,"4,820",0.001,6,803,text
clap,"5,057",0.001,6,842,text
bridgetower,"4,448",0.001,5,889,text
xlm-prophetnet,450,0.0,10,45,text
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,"1,106",0.0,27,40,text
trajectory_transformer,284,0.0,16,17,text
time_series_transformer,"1,535",0.0,4,383,text
speech_to_text_2,0,0.0,0,0,text
qdqbert,0,0.0,0,0,text
nat,481,0.0,10,48,vision
mgp-str,273,0.0,3,91,text
maskformer-swin,0,0.0,0,0,vision
jukebox,"1,309",0.0,6,218,text
informer,409,0.0,1,409,text
graphormer,366,0.0,2,183,text
gptsan-japanese,837,0.0,3,279,text
gpt-sw3,0,0.0,0,0,text
efficientnet,"1,431",0.0,16,89,vision
dinat,424,0.0,13,32,vision
deta,"1,377",0.0,10,137,text
decision_transformer,"1,683",0.0,48,35,text
convnextv2,"1,249",0.0,26,48,vision
bit,"1,850",0.0,7,264,vision
altclip,"1,657",0.0,4,414,vision
align,"1,572",0.0,4,393,vision