data_27_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"109,998,698",25.194,24117,4561,text
wav2vec2,"58,494,314",13.398,5785,10111,audio
xlm-roberta,"50,462,854",11.558,4156,12142,text
roberta,"35,592,762",8.152,8861,4016,text
distilbert,"31,084,557",7.12,9340,3328,text
clip,"21,259,389",4.869,169,125795,vision
gpt2,"19,793,454",4.533,12069,1640,text
t5,"11,983,015",2.7449999999999997,8457,1416,text
bart,"8,993,127",2.06,3123,2879,text
clipseg,"7,743,364",1.7739999999999998,5,1548672,vision
layoutlmv3,"6,374,286",1.46,333,19142,vision
deberta,"6,245,106",1.43,409,15269,text
marian,"5,078,349",1.163,2476,2051,text
albert,"4,936,047",1.131,1045,4723,text
hubert,"4,426,110",1.014,222,19937,audio
electra,"4,109,798",0.941,1351,3042,text
resnet,"3,655,832",0.8370000000000001,199,18371,vision
mpnet,"3,245,150",0.743,1010,3213,text
layoutlm,"3,237,859",0.742,154,21025,vision
camembert,"2,985,541",0.6839999999999999,762,3918,text
bloom,"2,582,712",0.592,473,5460,text
vit,"2,323,033",0.532,1566,1483,vision
longformer,"2,053,531",0.47000000000000003,299,6867,text
vision-encoder-decoder,"2,032,568",0.466,780,2605,vision
llama,"1,702,278",0.38999999999999996,1778,957,text
yolos,"1,633,339",0.374,40,40833,text
opt,"1,553,782",0.356,480,3237,text
deberta-v2,"1,448,495",0.332,802,1806,text
gpt_neox,"1,206,521",0.27599999999999997,880,1371,text
convbert,"1,140,141",0.261,63,18097,text
vit_mae,"1,115,323",0.255,15,74354,text
gptj,"1,041,381",0.23900000000000002,444,2345,text
pegasus,"1,012,426",0.232,606,1670,text
beit,"981,239",0.22499999999999998,147,6675,vision
blip,"932,717",0.214,62,15043,vision
fnet,"906,844",0.208,45,20152,text
mbart,"815,833",0.187,965,845,text
gpt_neo,"799,877",0.183,746,1072,text
m2m_100,"756,312",0.173,374,2022,text
wavlm,"617,788",0.14100000000000001,118,5235,audio
blenderbot,"560,945",0.128,47,11935,text
whisper,"540,306",0.124,2809,192,audio
trocr,"536,439",0.123,21,25544,text
mt5,"505,497",0.116,2089,241,text
mobilebert,"349,345",0.08,255,1369,text
codegen,"340,143",0.078,122,2788,text
longt5,"267,887",0.061,169,1585,text
detr,"261,845",0.06,259,1010,text
segformer,"253,974",0.058,398,638,vision
flaubert,"249,440",0.056999999999999995,72,3464,text
xlm,"243,818",0.055999999999999994,34,7171,text
layoutlmv2,"245,773",0.055999999999999994,161,1526,vision
roformer,"218,672",0.05,35,6247,text
xlnet,"214,535",0.049,238,901,text
speech_to_text,"185,062",0.042,33,5607,audio
dpr,"170,132",0.039,107,1590,text
dpt,"162,495",0.037,11,14772,vision
squeezebert,"155,410",0.036000000000000004,32,4856,text
data2vec-text,"147,039",0.034,29,5070,text
luke,"142,975",0.033,58,2465,text
deit,"146,042",0.033,24,6085,vision
swin,"140,016",0.032,442,316,vision
ibert,"141,367",0.032,22,6425,text
esm,"134,474",0.031,200,672,text
markuplm,"125,637",0.029,22,5710,text
bigbird_pegasus,"128,610",0.029,41,3136,text
data2vec-audio,"124,159",0.027999999999999997,34,3651,audio
unispeech-sat,"115,867",0.027,85,1363,audio
openai-gpt,"116,974",0.027,16,7310,text
fsmt,"119,517",0.027,36,3319,text
convnext,"113,172",0.026,152,744,vision
owlvit,"108,478",0.025,9,12053,text
blip-2,"110,881",0.025,31,3576,vision
nystromformer,"105,825",0.024,27,3919,text
led,"102,083",0.023,232,440,text
tapas,"90,481",0.021,82,1103,vision
table-transformer,"92,798",0.021,28,3314,text
xglm,"88,928",0.02,126,705,text
vilt,"88,714",0.02,22,4032,vision
mobilenet_v2,"86,824",0.02,22,3946,vision
audio-spectrogram-transformer,"87,111",0.02,100,871,audio
mask2former,"82,769",0.019,63,1313,text
perceiver,"78,440",0.018000000000000002,36,2178,vision
mobilevit,"78,106",0.018000000000000002,37,2110,vision
mobilenet_v1,"78,593",0.018000000000000002,10,7859,vision
levit,"78,614",0.018000000000000002,15,5240,vision
encoder-decoder,"80,403",0.018000000000000002,364,220,text
data2vec-vision,"78,534",0.018000000000000002,12,6544,vision
poolformer,"76,368",0.017,10,7636,vision
wav2vec2-conformer,"69,579",0.016,35,1987,audio
unispeech,"64,678",0.015,124,521,audio
sew-d,"63,238",0.013999999999999999,25,2529,audio
sew,"63,106",0.013999999999999999,18,3505,audio
big_bird,"57,107",0.013,201,284,text
vit_msn,"52,430",0.012,10,5243,vision
speecht5,"50,371",0.012,119,423,audio
plbart,"52,060",0.012,82,634,text
pix2struct,"52,369",0.012,42,1246,text
xclip,"41,566",0.01,20,2078,text
rag,"45,828",0.01,16,2864,text
prophetnet,"42,738",0.01,28,1526,text
git,"42,665",0.01,85,501,text
ernie,"44,177",0.01,68,649,text
blenderbot-small,"40,021",0.009000000000000001,19,2106,text
upernet,"32,105",0.006999999999999999,11,2918,vision
timesformer,"30,146",0.006999999999999999,23,1310,text
splinter,"29,123",0.006999999999999999,34,856,text
biogpt,"32,313",0.006999999999999999,44,734,text
videomae,"27,833",0.006,158,176,text
mvp,"27,601",0.006,28,985,text
canine,"26,181",0.006,137,191,text
switch_transformers,"21,042",0.005,27,779,text
pegasus_x,"22,072",0.005,36,613,text
imagegpt,"22,532",0.005,11,2048,vision
ctrl,"21,299",0.005,31,687,text
swinv2,"15,743",0.004,41,383,vision
rembert,"18,977",0.004,28,677,text
regnet,"18,648",0.004,40,466,vision
reformer,"15,361",0.004,20,768,text
oneformer,"19,395",0.004,11,1763,text
lilt,"18,688",0.004,93,200,text
glpn,"18,149",0.004,58,312,text
funnel,"16,323",0.004,48,340,text
xmod,"13,467",0.003,26,517,text
visual_bert,"11,442",0.003,18,635,text
transfo-xl,"13,388",0.003,19,704,text
roc_bert,"12,016",0.003,21,572,text
maskformer,"15,001",0.003,58,258,vision
groupvit,"12,423",0.003,6,2070,text
donut-swin,"13,333",0.003,3,4444,text
deformable_detr,"14,290",0.003,11,1299,text
clap,"11,102",0.003,8,1387,text
chinese_clip,"14,528",0.003,8,1816,vision
align,"12,420",0.003,4,3105,vision
yoso,"7,107",0.002,20,355,text
speech-encoder-decoder,"10,576",0.002,181,58,audio
mgp-str,"7,027",0.002,3,2342,text
megatron-bert,"8,559",0.002,53,161,text
lxmert,"8,841",0.002,16,552,text
gpt_neox_japanese,"9,535",0.002,6,1589,text
cvt,"8,629",0.002,17,507,vision
conditional_detr,"8,353",0.002,13,642,text
bridgetower,"10,908",0.002,7,1558,text
bert-generation,"8,601",0.002,2,4300,text
xlm-roberta-xl,"6,166",0.001,24,256,text
xlm-prophetnet,"2,221",0.001,11,201,text
swin2sr,"3,018",0.001,9,335,text
roberta-prelayernorm,"5,173",0.001,25,206,text
nezha,"2,518",0.001,20,125,text
flava,"4,040",0.001,6,673,text
efficientnet,"3,624",0.001,20,181,vision
convnextv2,"5,584",0.001,26,214,vision
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,"1,158",0.0,30,38,text
van,"1,079",0.0,11,98,vision
tvlt,744,0.0,6,124,text
trajectory_transformer,406,0.0,16,25,text
time_series_transformer,972,0.0,6,162,text
speech_to_text_2,0,0.0,0,0,text
retribert,"1,250",0.0,2,625,text
realm,"1,383",0.0,10,138,text
qdqbert,0,0.0,0,0,text
nat,273,0.0,10,27,vision
mctct,"1,147",0.0,10,114,audio
maskformer-swin,0,0.0,0,0,vision
jukebox,991,0.0,6,165,text
informer,536,0.0,3,178,text
graphormer,667,0.0,4,166,text
gptsan-japanese,"1,051",0.0,3,350,text
gpt-sw3,0,0.0,0,0,text
ernie_m,991,0.0,22,45,text
efficientformer,"1,594",0.0,14,113,vision
dinat,370,0.0,13,28,vision
deta,"1,539",0.0,13,118,text
decision_transformer,828,0.0,53,15,text
bit,959,0.0,7,137,vision
altclip,857,0.0,5,171,vision