data_10_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"143,193,288",41.325,18033,7940,text
xlm-roberta,"26,597,339",7.675999999999999,2681,9920,text
gpt2,"24,636,040",7.109999999999999,9527,2585,text
roberta,"21,878,200",6.314,6560,3335,text
distilbert,"20,569,162",5.936,6211,3311,text
t5,"19,553,957",5.643,5237,3733,text
clip,"15,985,108",4.6129999999999995,86,185873,vision
bart,"10,443,274",3.0140000000000002,2344,4455,text
layoutlmv3,"6,884,963",1.9869999999999999,171,40262,vision
marian,"6,536,053",1.886,2062,3169,text
albert,"5,732,074",1.654,806,7111,text
electra,"3,720,789",1.0739999999999998,1158,3213,text
wav2vec2,"3,048,186",0.88,4862,626,audio
mpnet,"2,949,999",0.851,493,5983,text
vit,"2,842,139",0.8200000000000001,838,3391,vision
gptj,"2,332,426",0.673,229,10185,text
deberta-v2,"2,064,398",0.596,557,3706,text
layoutlm,"1,900,440",0.5479999999999999,97,19592,vision
camembert,"1,900,360",0.5479999999999999,568,3345,text
deberta,"1,735,619",0.501,283,6132,text
longformer,"1,211,218",0.35000000000000003,216,5607,text
vision-encoder-decoder,"1,189,045",0.34299999999999997,398,2987,vision
m2m_100,"1,135,062",0.328,296,3834,text
pegasus,"978,955",0.28300000000000003,478,2048,text
gpt_neo,"975,579",0.28200000000000003,428,2279,text
xlnet,"914,261",0.264,199,4594,text
dpr,"888,963",0.257,93,9558,text
opt,"856,380",0.247,307,2789,text
mbart,"797,427",0.22999999999999998,591,1349,text
convbert,"650,102",0.188,48,13543,text
bloom,"589,186",0.16999999999999998,223,2642,text
fsmt,"521,555",0.151,30,17385,text
blenderbot,"503,099",0.145,32,15721,text
gpt_neox,"475,981",0.13699999999999998,161,2956,text
fnet,"463,031",0.134,33,14031,text
layoutlmv2,"448,389",0.129,124,3616,vision
openai-gpt,"413,748",0.11900000000000001,9,45972,text
mt5,"390,606",0.11299999999999999,1486,262,text
beit,"332,287",0.096,114,2914,vision
visual_bert,"326,952",0.094,15,21796,text
detr,"315,993",0.091,91,3472,text
resnet,"284,350",0.082,103,2760,vision
maskformer,"280,732",0.08099999999999999,31,9055,vision
longt5,"270,724",0.078,68,3981,text
hubert,"262,068",0.076,149,1758,audio
whisper,"260,118",0.075,1616,160,audio
segformer,"239,958",0.06899999999999999,224,1071,vision
esm,"233,714",0.067,87,2686,text
mobilebert,"226,527",0.065,234,968,text
codegen,"197,474",0.056999999999999995,82,2408,text
roformer,"194,715",0.055999999999999994,28,6954,text
xlm,"190,927",0.055,27,7071,text
flaubert,"176,593",0.051000000000000004,39,4528,text
clipseg,"172,611",0.05,3,57537,vision
big_bird,"172,833",0.05,174,993,text
funnel,"170,081",0.049,39,4361,text
encoder-decoder,"166,686",0.048,323,516,text
data2vec-text,"163,150",0.047,22,7415,text
yolos,"157,669",0.046,22,7166,text
owlvit,"154,326",0.045,7,22046,text
squeezebert,"154,036",0.044000000000000004,22,7001,text
bigbird_pegasus,"147,543",0.043,23,6414,text
led,"136,918",0.04,100,1369,text
ibert,"136,725",0.039,14,9766,text
swin,"120,829",0.034999999999999996,245,493,vision
wavlm,"111,700",0.032,88,1269,audio
deit,"102,615",0.03,15,6841,vision
lxmert,"90,938",0.026,13,6995,text
convnext,"90,529",0.026,105,862,vision
nystromformer,"85,097",0.025,20,4254,text
mobilevit,"78,563",0.023,17,4621,vision
tapas,"72,857",0.021,70,1040,vision
plbart,"72,572",0.021,72,1007,text
ernie,"72,770",0.021,46,1581,text
data2vec-vision,"71,653",0.021,9,7961,vision
blip,"73,379",0.021,16,4586,vision
trocr,"70,094",0.02,15,4672,text
table-transformer,"66,585",0.019,6,11097,text
mobilenet_v2,"65,524",0.019,14,4680,vision
audio-spectrogram-transformer,"64,720",0.019,17,3807,audio
rembert,"60,809",0.018000000000000002,21,2895,text
mvp,"62,669",0.018000000000000002,22,2848,text
levit,"63,518",0.018000000000000002,11,5774,vision
poolformer,"60,447",0.017,7,8635,vision
vilt,"56,505",0.016,16,3531,vision
unispeech-sat,"55,255",0.016,76,727,audio
mobilenet_v1,"56,922",0.016,4,14230,vision
data2vec-audio,"55,593",0.016,24,2316,audio
xglm,"45,409",0.013,48,946,text
vit_mae,"45,880",0.013,8,5735,text
perceiver,"44,512",0.013,30,1483,vision
luke,"43,508",0.013,45,966,text
markuplm,"40,323",0.012,10,4032,text
dpt,"40,200",0.012,8,5025,vision
switch_transformers,"37,107",0.011000000000000001,24,1546,text
speech_to_text,"37,919",0.011000000000000001,29,1307,audio
megatron-bert,"37,639",0.011000000000000001,34,1107,text
biogpt,"38,288",0.011000000000000001,12,3190,text
timesformer,"32,952",0.01,17,1938,text
prophetnet,"36,149",0.01,19,1902,text
pegasus_x,"35,185",0.01,11,3198,text
ctrl,"34,726",0.01,27,1286,text
regnet,"29,547",0.009000000000000001,38,777,vision
blenderbot-small,"32,238",0.009000000000000001,12,2686,text
wav2vec2-conformer,"27,704",0.008,26,1065,audio
unispeech,"27,551",0.008,120,229,audio
nezha,"28,610",0.008,12,2384,text
xlm-roberta-xl,"23,615",0.006999999999999999,16,1475,text
splinter,"25,916",0.006999999999999999,31,836,text
sew-d,"23,920",0.006999999999999999,23,1040,audio
sew,"23,967",0.006999999999999999,15,1597,audio
reformer,"24,503",0.006999999999999999,16,1531,text
rag,"24,936",0.006999999999999999,16,1558,text
git,"24,421",0.006999999999999999,26,939,text
deformable_detr,"23,034",0.006999999999999999,9,2559,text
canine,"23,241",0.006999999999999999,35,664,text
xclip,"20,214",0.006,19,1063,text
videomae,"20,258",0.006,53,382,text
groupvit,"21,774",0.006,5,4354,text
cvt,"20,036",0.006,13,1541,vision
yoso,"16,075",0.005,13,1236,text
vit_msn,"17,012",0.005,7,2430,vision
transfo-xl,"19,030",0.005,15,1268,text
swinv2,"18,453",0.005,31,595,vision
lilt,"16,951",0.005,46,368,text
glpn,"16,499",0.005,41,402,text
flava,"17,492",0.005,4,4373,text
blip-2,"16,114",0.005,11,1464,text
bert-generation,"17,783",0.005,2,8891,text
speech-encoder-decoder,"12,336",0.004,177,69,audio
roc_bert,"12,802",0.004,13,984,text
mask2former,"13,884",0.004,30,462,text
retribert,"9,612",0.003,2,4806,text
imagegpt,"10,049",0.003,8,1256,vision
gpt_neox_japanese,"9,223",0.003,3,3074,text
donut-swin,"11,809",0.003,2,5904,text
van,"6,129",0.002,8,766,vision
speecht5,"5,282",0.002,3,1760,audio
mctct,"6,190",0.002,8,773,audio
conditional_detr,"7,214",0.002,5,1442,text
xmod,"3,580",0.001,9,397,text
vision-text-dual-encoder,"4,503",0.001,21,214,text
swin2sr,"3,856",0.001,7,550,text
oneformer,"3,595",0.001,7,513,text
chinese_clip,"4,484",0.001,4,1121,vision
bridgetower,"2,167",0.001,5,433,text
xlm-prophetnet,634,0.0,10,63,text
vit_hybrid,0,0.0,0,0,vision
upernet,"1,388",0.0,9,154,vision
trajectory_transformer,207,0.0,16,12,text
time_series_transformer,"1,061",0.0,4,265,text
speech_to_text_2,0,0.0,0,0,text
roberta-prelayernorm,"1,031",0.0,11,93,text
realm,"1,703",0.0,10,170,text
qdqbert,0,0.0,0,0,text
nat,337,0.0,4,84,vision
maskformer-swin,0,0.0,0,0,vision
jukebox,"1,007",0.0,6,167,text
graphormer,275,0.0,2,137,text
gpt-sw3,0,0.0,0,0,text
efficientformer,224,0.0,3,74,vision
dinat,304,0.0,7,43,vision
deta,744,0.0,6,124,text
decision_transformer,910,0.0,31,29,text
bit,217,0.0,1,217,vision
altclip,881,0.0,2,440,vision