data_42_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"107,508,004",19.473,29483,3646,text
wav2vec2,"78,235,339",14.171,6755,11581,audio
roberta,"50,102,959",9.075,11097,4515,text
distilbert,"38,904,983",7.047000000000001,11901,3269,text
clip,"33,955,843",6.15,207,164037,vision
llama,"32,147,932",5.8229999999999995,9491,3387,text
gpt2,"31,971,268",5.791,14506,2204,text
xlm-roberta,"21,721,723",3.934,5507,3944,text
t5,"21,116,952",3.8249999999999997,10934,1931,text
deberta-v2,"12,706,247",2.3009999999999997,1233,10305,text
mpnet,"9,765,637",1.7690000000000001,1233,7920,text
bart,"9,370,234",1.6969999999999998,3687,2541,text
deberta,"8,344,216",1.5110000000000001,460,18139,text
albert,"7,828,150",1.418,1158,6760,text
falcon,"5,867,185",1.0630000000000002,114,51466,text
vit,"5,646,170",1.023,2669,2115,vision
electra,"5,183,256",0.9390000000000001,1551,3341,text
layoutlmv3,"4,850,635",0.8789999999999999,576,8421,vision
marian,"4,490,699",0.8130000000000001,2898,1549,text
longformer,"4,263,500",0.772,395,10793,text
camembert,"4,193,162",0.76,965,4345,text
vision-encoder-decoder,"3,998,102",0.724,1243,3216,vision
dpt,"3,584,919",0.649,16,224057,vision
gpt_neox,"3,030,923",0.549,1318,2299,text
bloom,"2,796,817",0.507,632,4425,text
opt,"2,481,307",0.449,742,3344,text
convbert,"1,753,285",0.318,65,26973,text
layoutlmv2,"1,555,397",0.28200000000000003,182,8546,vision
fnet,"1,494,442",0.271,45,33209,text
resnet,"1,488,322",0.27,298,4994,vision
layoutlm,"1,464,573",0.265,195,7510,vision
hubert,"1,464,128",0.265,561,2609,audio
blip,"1,288,803",0.233,118,10922,vision
trocr,"1,188,684",0.215,23,51681,text
gptj,"1,064,424",0.193,525,2027,text
beit,"1,031,711",0.187,222,4647,vision
whisper,"947,738",0.172,4690,202,audio
m2m_100,"933,335",0.169,448,2083,text
dpr,"922,056",0.167,113,8159,text
gpt_neo,"915,236",0.166,965,948,text
owlvit,"857,325",0.155,10,85732,text
clipseg,"848,875",0.154,5,169775,vision
blenderbot,"766,081",0.13899999999999998,56,13680,text
wavlm,"752,914",0.136,127,5928,audio
gpt_bigcode,"691,484",0.125,238,2905,text
detr,"677,434",0.123,483,1402,text
mbart,"669,516",0.121,1500,446,text
mt5,"598,495",0.108,2422,247,text
segformer,"593,374",0.107,563,1053,vision
table-transformer,"563,465",0.10200000000000001,79,7132,text
ernie,"558,134",0.101,76,7343,text
pegasus,"524,491",0.095,689,761,text
mistral,"445,166",0.08099999999999999,479,929,text
encodec,"448,453",0.08099999999999999,9,49828,text
xlnet,"417,601",0.076,290,1440,text
mobilebert,"415,888",0.075,276,1506,text
codegen,"410,374",0.074,154,2664,text
mpt,"402,925",0.073,248,1624,text
swin,"392,519",0.07100000000000001,579,677,vision
yolos,"374,315",0.068,99,3780,text
longt5,"341,032",0.062,207,1647,text
fsmt,"308,688",0.055999999999999994,36,8574,text
xlm,"299,611",0.054,44,6809,text
flaubert,"275,437",0.05,76,3624,text
blip-2,"272,074",0.049,54,5038,vision
roformer,"261,891",0.047,144,1818,text
pix2struct,"237,953",0.043,74,3215,vision
glpn,"226,890",0.041,59,3845,text
canine,"213,063",0.039,143,1489,text
videomae,"212,524",0.038,311,683,text
sam,"205,792",0.037,25,8231,text
esm,"199,834",0.036000000000000004,328,609,text
squeezebert,"181,420",0.033,37,4903,text
speech_to_text,"174,026",0.032,33,5273,audio
convnextv2,"177,456",0.032,53,3348,vision
ibert,"169,828",0.031,26,6531,text
encoder-decoder,"171,032",0.031,406,421,text
dinov2,"171,547",0.031,16,10721,vision
data2vec-text,"169,798",0.031,29,5855,text
data2vec-audio,"156,871",0.027999999999999997,38,4128,audio
audio-spectrogram-transformer,"153,764",0.027999999999999997,167,920,audio
vit_mae,"149,959",0.027,24,6248,text
deit,"151,650",0.027,30,5055,vision
nystromformer,"140,909",0.026,26,5419,text
tapas,"136,700",0.025,83,1646,vision
mobilenet_v2,"130,586",0.024,47,2778,vision
unispeech-sat,"122,910",0.022000000000000002,86,1429,audio
mobilenet_v1,"118,557",0.021,10,11855,vision
convnext,"118,037",0.021,166,711,vision
vilt,"109,991",0.02,44,2499,vision
poolformer,"107,890",0.02,9,11987,vision
mobilevit,"111,368",0.02,47,2369,vision
levit,"105,909",0.019,14,7564,vision
data2vec-vision,"104,532",0.019,12,8711,vision
biogpt,"104,763",0.019,54,1940,text
wav2vec2-conformer,"91,750",0.017,40,2293,audio
transfo-xl,"91,113",0.017,21,4338,text
led,"93,058",0.017,248,375,text
bridgetower,"93,507",0.017,8,11688,text
mask2former,"85,665",0.016,64,1338,text
luke,"90,861",0.016,60,1514,text
git,"86,809",0.016,145,598,vision
xglm,"84,391",0.015,137,615,text
unispeech,"81,838",0.015,124,659,audio
instructblip,"81,299",0.015,17,4782,vision
bark,"83,117",0.015,14,5936,text
sew-d,"78,535",0.013999999999999999,25,3141,audio
sew,"78,681",0.013999999999999999,18,4371,audio
maskformer,"69,483",0.013,66,1052,vision
big_bird,"71,403",0.013,311,229,text
speecht5,"62,401",0.011000000000000001,522,119,audio
rag,"58,271",0.011000000000000001,17,3427,text
xclip,"56,779",0.01,20,2838,text
rwkv,"57,159",0.01,94,608,text
openai-gpt,"54,366",0.01,40,1359,text
idefics,"48,328",0.009000000000000001,12,4027,text
cvt,"49,910",0.009000000000000001,20,2495,vision
bigbird_pegasus,"49,365",0.009000000000000001,44,1121,text
prophetnet,"43,855",0.008,30,1461,text
oneformer,"44,333",0.008,12,3694,text
lilt,"45,931",0.008,124,370,text
upernet,"40,210",0.006999999999999999,16,2513,vision
perceiver,"39,335",0.006999999999999999,38,1035,vision
efficientnet,"38,153",0.006999999999999999,22,1734,vision
blenderbot-small,"40,881",0.006999999999999999,20,2044,text
switch_transformers,"35,068",0.006,30,1168,text
regnet,"32,319",0.006,40,807,vision
plbart,"35,147",0.006,90,390,text
mvp,"31,640",0.006,28,1130,text
imagegpt,"34,229",0.006,11,3111,vision
ctrl,"31,495",0.006,33,954,text
clap,"32,682",0.006,13,2514,text
visual_bert,"26,175",0.005,18,1454,text
splinter,"29,371",0.005,34,863,text
pegasus_x,"29,695",0.005,51,582,text
musicgen,"28,708",0.005,29,989,text
megatron-bert,"25,406",0.005,58,438,text
markuplm,"26,065",0.005,22,1184,text
deformable_detr,"26,560",0.005,19,1397,text
bros,"25,334",0.005,6,4222,text
timesformer,"22,688",0.004,31,731,text
swinv2,"22,562",0.004,87,259,vision
donut-swin,"20,966",0.004,3,6988,text
vits,"18,078",0.003,1161,15,text
rembert,"15,746",0.003,28,562,text
xmod,"9,567",0.002,108,88,text
xlm-roberta-xl,"10,693",0.002,27,396,text
vit_msn,"10,579",0.002,10,1057,vision
swin2sr,"11,929",0.002,9,1325,text
speech-encoder-decoder,"9,467",0.002,207,45,audio
roc_bert,"12,583",0.002,21,599,text
nougat,"8,311",0.002,3,2770,text
mra,"9,000",0.002,8,1125,text
groupvit,"11,609",0.002,6,1934,text
funnel,"12,384",0.002,55,225,text
cpmant,"11,489",0.002,1,11489,text
chinese_clip,"12,728",0.002,9,1414,vision
bert-generation,"8,532",0.002,2,4266,text
align,"11,444",0.002,4,2861,vision
yoso,"7,495",0.001,19,394,text
vivit,"4,277",0.001,10,427,text
vitmatte,"3,544",0.001,5,708,text
roberta-prelayernorm,"3,093",0.001,27,114,text
reformer,"7,843",0.001,20,392,text
realm,"2,776",0.001,10,277,text
persimmon,"2,942",0.001,5,588,text
nezha,"7,363",0.001,20,368,text
mobilevitv2,"4,302",0.001,13,330,vision
mgp-str,"4,746",0.001,4,1186,text
mega,"6,421",0.001,29,221,text
lxmert,"7,597",0.001,16,474,text
gpt_neox_japanese,"5,436",0.001,6,906,text
flava,"7,116",0.001,18,395,text
conditional_detr,"3,183",0.001,15,212,text
autoformer,"3,024",0.001,7,432,text
xlm-prophetnet,"1,576",0.0,11,143,text
vitdet,0,0.0,0,0,vision
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,799,0.0,56,14,text
van,350,0.0,11,31,vision
umt5,"1,341",0.0,14,95,text
tvlt,"1,900",0.0,6,316,text
trajectory_transformer,101,0.0,16,6,text
timm_backbone,0,0.0,0,0,vision
time_series_transformer,"1,801",0.0,16,112,text
swiftformer,"1,156",0.0,7,165,vision
speech_to_text_2,0,0.0,0,0,text
retribert,767,0.0,2,383,text
qdqbert,0,0.0,0,0,text
pvt,"1,597",0.0,11,145,vision
pop2piano,0,0.0,0,0,audio
open-llama,29,0.0,3,9,text
nllb-moe,"2,147",0.0,4,536,text
nat,633,0.0,10,63,vision
mctct,194,0.0,10,19,audio
maskformer-swin,0,0.0,0,0,vision
jukebox,"1,680",0.0,6,280,text
informer,"1,554",0.0,3,518,text
graphormer,"2,103",0.0,8,262,text
gptsan-japanese,"1,330",0.0,3,443,text
gpt-sw3,0,0.0,0,0,text
focalnet,"1,276",0.0,18,70,vision
ernie_m,784,0.0,21,37,text
efficientformer,696,0.0,14,49,vision
dinat,559,0.0,13,43,vision
deta,"1,906",0.0,37,51,text
decision_transformer,"2,045",0.0,1090,1,text
code_llama,0,0.0,0,0,text
bit,"1,798",0.0,12,149,vision
altclip,"1,879",0.0,5,375,vision