model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"138,298,505",26.817,25592,5403,text
wav2vec2,"69,361,400",13.450000000000001,5986,11587,audio
roberta,"48,200,123",9.346,9628,5006,text
clip,"28,253,128",5.478000000000001,177,159622,vision
distilbert,"24,492,789",4.749,10394,2356,text
xlm-roberta,"22,561,331",4.375,4495,5019,text
t5,"21,140,838",4.099,9145,2311,text
gpt2,"21,120,156",4.095,13144,1606,text
deberta-v2,"16,496,131",3.199,933,17680,text
bart,"11,154,009",2.163,3312,3367,text
llama,"8,955,399",1.737,3392,2640,text
albert,"8,932,472",1.7319999999999998,1097,8142,text
deberta,"7,825,617",1.517,437,17907,text
vit,"7,649,404",1.4829999999999999,2061,3711,vision
layoutlmv3,"7,020,014",1.361,416,16875,vision
mpnet,"6,065,952",1.176,1065,5695,text
electra,"4,948,435",0.96,1384,3575,text
marian,"4,724,062",0.9159999999999999,2623,1801,text
camembert,"4,198,201",0.814,795,5280,text
layoutlm,"3,661,196",0.7100000000000001,169,21663,vision
bloom,"3,396,028",0.659,543,6254,text
longformer,"3,186,786",0.618,312,10214,text
resnet,"3,080,618",0.597,231,13336,vision
vision-encoder-decoder,"2,580,628",0.5,942,2739,vision
opt,"2,526,389",0.49,544,4644,text
detr,"1,786,652",0.346,323,5531,text
hubert,"1,756,409",0.34099999999999997,364,4825,audio
gpt_neo,"1,657,374",0.321,886,1870,text
convbert,"1,640,137",0.318,64,25627,text
esm,"1,531,374",0.297,246,6225,text
gpt_neox,"1,501,328",0.291,1064,1411,text
gptj,"1,405,892",0.27299999999999996,495,2840,text
mbart,"1,280,915",0.248,1408,909,text
blip,"1,238,304",0.24,72,17198,vision
fnet,"1,231,953",0.23900000000000002,45,27376,text
m2m_100,"960,486",0.186,383,2507,text
beit,"952,590",0.185,197,4835,vision
blenderbot,"920,012",0.178,47,19574,text
yolos,"869,584",0.169,56,15528,text
pegasus,"794,748",0.154,633,1255,text
whisper,"785,097",0.152,3167,247,audio
codegen,"701,942",0.136,138,5086,text
mt5,"684,986",0.133,2198,311,text
vilt,"597,695",0.116,32,18677,vision
flaubert,"569,475",0.11,77,7395,text
trocr,"546,537",0.106,22,24842,text
segformer,"549,047",0.106,435,1262,vision
mobilebert,"523,904",0.10200000000000001,260,2015,text
convnextv2,"446,595",0.087,43,10385,vision
wavlm,"427,803",0.083,119,3594,audio
roformer,"411,402",0.08,39,10548,text
longt5,"404,985",0.079,182,2225,text
xlm,"400,982",0.078,34,11793,text
table-transformer,"370,859",0.07200000000000001,23,16124,text
blip-2,"372,874",0.07200000000000001,43,8671,vision
layoutlmv2,"357,551",0.06899999999999999,162,2207,vision
encoder-decoder,"355,651",0.06899999999999999,392,907,text
dpr,"322,994",0.063,109,2963,text
xlnet,"315,364",0.061,261,1208,text
swin,"310,587",0.06,479,648,vision
openai-gpt,"286,682",0.055999999999999994,17,16863,text
squeezebert,"252,381",0.049,32,7886,text
speech_to_text,"249,216",0.048,33,7552,audio
data2vec-text,"242,303",0.047,29,8355,text
owlvit,"234,692",0.046,10,23469,text
ibert,"229,714",0.045,25,9188,text
git,"217,422",0.042,95,2288,text
dpt,"216,980",0.042,11,19725,vision
audio-spectrogram-transformer,"216,713",0.042,134,1617,audio
clipseg,"213,273",0.041,5,42654,vision
deit,"204,405",0.04,25,8176,vision
fsmt,"189,194",0.037,36,5255,text
nystromformer,"183,809",0.036000000000000004,26,7069,text
data2vec-audio,"171,237",0.033,35,4892,audio
mobilenet_v2,"167,531",0.032,31,5404,vision
mobilenet_v1,"153,202",0.03,10,15320,vision
convnext,"148,218",0.029,156,950,vision
poolformer,"138,609",0.027,9,15401,vision
mobilevit,"137,514",0.027,44,3125,vision
unispeech-sat,"136,281",0.026,85,1603,audio
luke,"127,127",0.025,54,2354,text
levit,"127,867",0.025,15,8524,vision
data2vec-vision,"123,634",0.024,12,10302,vision
wav2vec2-conformer,"114,566",0.022000000000000002,35,3273,audio
sew,"112,413",0.022000000000000002,18,6245,audio
markuplm,"104,574",0.02,22,4753,text
unispeech,"93,750",0.018000000000000002,124,756,audio
sew-d,"91,152",0.018000000000000002,25,3646,audio
mask2former,"88,465",0.017,63,1404,text
led,"86,143",0.017,241,357,text
vit_mae,"84,280",0.016,21,4013,text
tapas,"82,774",0.016,82,1009,vision
switch_transformers,"76,605",0.015,27,2837,text
pix2struct,"71,461",0.013999999999999999,44,1624,text
vit_msn,"66,440",0.013,10,6644,vision
big_bird,"66,877",0.013,253,264,text
ernie,"60,518",0.012,69,877,text
bigbird_pegasus,"62,327",0.012,44,1416,text
xglm,"58,671",0.011000000000000001,129,454,text
prophetnet,"58,245",0.011000000000000001,28,2080,text
perceiver,"55,676",0.011000000000000001,37,1504,vision
upernet,"45,159",0.009000000000000001,13,3473,vision
mgp-str,"48,166",0.009000000000000001,4,12041,text
imagegpt,"47,867",0.009000000000000001,11,4351,vision
blenderbot-small,"45,978",0.009000000000000001,19,2419,text
biogpt,"44,411",0.009000000000000001,50,888,text
xclip,"42,884",0.008,20,2144,text
videomae,"38,963",0.008,200,194,text
splinter,"39,318",0.008,34,1156,text
plbart,"36,241",0.006999999999999999,87,416,text
mvp,"34,041",0.006999999999999999,28,1215,text
lilt,"37,457",0.006999999999999999,96,390,text
cvt,"33,809",0.006999999999999999,18,1878,vision
speecht5,"32,796",0.006,301,108,audio
regnet,"30,440",0.006,40,761,vision
rag,"33,055",0.006,16,2065,text
pegasus_x,"31,197",0.006,48,649,text
glpn,"31,565",0.006,58,544,text
rembert,"25,062",0.005,28,895,text
oneformer,"24,500",0.005,11,2227,text
chinese_clip,"23,505",0.005,8,2938,vision
visual_bert,"18,408",0.004,18,1022,text
timesformer,"20,621",0.004,24,859,text
donut-swin,"20,087",0.004,3,6695,text
xmod,"13,827",0.003,26,531,text
swinv2,"14,252",0.003,67,212,vision
roc_bert,"16,968",0.003,21,808,text
megatron-bert,"13,225",0.003,56,236,text
maskformer,"17,096",0.003,62,275,vision
groupvit,"14,978",0.003,6,2496,text
funnel,"14,419",0.003,49,294,text
decision_transformer,"14,321",0.003,126,113,text
ctrl,"15,618",0.003,32,488,text
clap,"15,769",0.003,9,1752,text
bert-generation,"17,465",0.003,2,8732,text
xlm-prophetnet,"7,906",0.002,11,718,text
transfo-xl,"11,797",0.002,19,620,text
reformer,"8,074",0.002,20,403,text
lxmert,"8,897",0.002,16,556,text
canine,"9,925",0.002,135,73,text
align,"9,656",0.002,4,2414,vision
yoso,"5,876",0.001,20,293,text
xlm-roberta-xl,"5,168",0.001,24,215,text
speech-encoder-decoder,"7,302",0.001,184,39,audio
roberta-prelayernorm,"4,097",0.001,26,157,text
nezha,"2,812",0.001,20,140,text
gpt_neox_japanese,"5,930",0.001,6,988,text
flava,"5,669",0.001,10,566,text
efficientnet,"3,083",0.001,20,154,vision
deformable_detr,"6,858",0.001,12,571,text
conditional_detr,"4,904",0.001,13,377,text
bridgetower,"7,132",0.001,7,1018,text
altclip,"5,684",0.001,5,1136,vision
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,788,0.0,35,22,text
van,597,0.0,11,54,vision
tvlt,837,0.0,6,139,text
trajectory_transformer,122,0.0,16,7,text
time_series_transformer,"1,959",0.0,9,217,text
swin2sr,"2,480",0.0,9,275,text
speech_to_text_2,0,0.0,0,0,text
retribert,566,0.0,2,283,text
realm,"1,943",0.0,10,194,text
qdqbert,0,0.0,0,0,text
nat,373,0.0,10,37,vision
mctct,524,0.0,10,52,audio
maskformer-swin,0,0.0,0,0,vision
jukebox,708,0.0,6,118,text
informer,536,0.0,3,178,text
graphormer,"2,557",0.0,5,511,text
gptsan-japanese,897,0.0,3,299,text
gpt-sw3,0,0.0,0,0,text
ernie_m,"1,896",0.0,22,86,text
efficientformer,"1,511",0.0,14,107,vision
dinat,443,0.0,13,34,vision
deta,"2,123",0.0,13,163,text
bit,"1,605",0.0,7,229,vision