data_48_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"133,424,271",20.622,35466,3762,text
wav2vec2,"81,922,573",12.662,7160,11441,audio
roberta,"68,814,928",10.636,12700,5418,text
distilbert,"68,359,767",10.566,13027,5247,text
clip,"52,443,436",8.106,272,192806,vision
gpt2,"30,512,757",4.716,15417,1979,text
t5,"20,627,570",3.1879999999999997,12037,1713,text
llama,"18,177,858",2.81,13177,1379,text
xlm-roberta,"17,537,286",2.711,6142,2855,text
bart,"14,158,446",2.188,3937,3596,text
mpnet,"10,264,026",1.5859999999999999,1319,7781,text
vit,"10,230,122",1.5810000000000002,3436,2977,vision
falcon,"9,096,352",1.406,217,41918,text
deberta-v2,"9,088,960",1.405,1539,5905,text
deberta,"8,088,237",1.25,489,16540,text
marian,"6,608,626",1.0210000000000001,2986,2213,text
camembert,"5,700,762",0.881,1048,5439,text
layoutlmv3,"5,667,220",0.876,613,9245,vision
resnet,"5,619,601",0.869,337,16675,vision
electra,"5,454,601",0.843,1610,3387,text
mbart,"4,573,363",0.707,1579,2896,text
vision-encoder-decoder,"3,983,593",0.616,1455,2737,vision
longformer,"3,510,854",0.543,464,7566,text
albert,"3,406,397",0.527,1011,3369,text
whisper,"3,109,788",0.481,5476,567,audio
mistral,"2,772,287",0.428,1917,1446,text
dpt,"2,521,038",0.38999999999999996,23,109610,vision
esm,"2,188,247",0.338,361,6061,text
table-transformer,"2,001,650",0.309,147,13616,text
blip,"1,939,460",0.3,143,13562,vision
convbert,"1,853,435",0.28600000000000003,57,32516,text
fnet,"1,829,040",0.28300000000000003,39,46898,text
opt,"1,780,241",0.27499999999999997,1007,1767,text
bloom,"1,721,118",0.266,680,2531,text
mt5,"1,651,222",0.255,2666,619,text
layoutlm,"1,612,826",0.249,202,7984,vision
hubert,"1,585,142",0.245,659,2405,audio
audio-spectrogram-transformer,"1,534,001",0.23700000000000002,187,8203,audio
gpt_neox,"1,472,945",0.22799999999999998,1477,997,text
layoutlmv2,"1,098,543",0.16999999999999998,224,4904,vision
clipseg,"1,066,322",0.165,4,266580,vision
trocr,"1,041,629",0.161,27,38578,text
dinov2,"1,011,806",0.156,25,40472,vision
beit,"987,045",0.153,345,2861,vision
segformer,"922,713",0.14300000000000002,628,1469,vision
m2m_100,"890,765",0.13799999999999998,486,1832,text
detr,"767,501",0.11900000000000001,722,1063,text
encodec,"665,111",0.10300000000000001,8,83138,text
owlvit,"637,818",0.099,9,70868,text
yolos,"586,249",0.091,89,6587,text
gpt_neo,"503,945",0.078,992,508,text
gptj,"436,786",0.068,537,813,text
dpr,"411,858",0.064,117,3520,text
speecht5,"387,458",0.06,572,677,audio
pix2struct,"388,265",0.06,87,4462,vision
blenderbot,"389,040",0.06,52,7481,text
fsmt,"382,833",0.059000000000000004,34,11259,text
git,"335,850",0.052,167,2011,vision
blip-2,"328,548",0.051000000000000004,57,5764,vision
mpt,"322,074",0.05,263,1224,text
longt5,"301,876",0.047,227,1329,text
xlnet,"300,610",0.046,305,985,text
vit_mae,"268,555",0.042,26,10329,text
videomae,"264,082",0.041,365,723,text
pegasus,"232,886",0.036000000000000004,762,305,text
sam,"220,930",0.034,31,7126,text
swin,"215,597",0.033,663,325,vision
gpt_bigcode,"203,464",0.031,252,807,text
codegen,"201,800",0.031,160,1261,text
encoder-decoder,"195,365",0.03,410,476,text
canine,"195,600",0.03,144,1358,text
bark,"189,563",0.029,15,12637,text
maskformer,"180,127",0.027999999999999997,67,2688,vision
luke,"182,051",0.027999999999999997,71,2564,text
mask2former,"162,856",0.025,66,2467,text
wavlm,"148,657",0.023,133,1117,audio
mobilebert,"149,255",0.023,287,520,text
tapas,"122,338",0.019,79,1548,vision
xglm,"112,070",0.017,135,830,text
led,"106,835",0.017,258,414,text
mobilenet_v1,"105,320",0.016,8,13165,vision
rwkv,"97,016",0.015,102,951,text
instructblip,"94,528",0.015,18,5251,vision
vilt,"70,611",0.011000000000000001,52,1357,vision
biogpt,"68,850",0.011000000000000001,46,1496,text
convnextv2,"66,221",0.01,59,1122,vision
big_bird,"66,638",0.01,317,210,text
xclip,"60,871",0.009000000000000001,20,3043,text
glpn,"60,475",0.009000000000000001,59,1025,text
bridgetower,"55,442",0.009000000000000001,9,6160,text
bigbird_pegasus,"55,149",0.009000000000000001,38,1451,text
rag,"54,378",0.008,20,2718,text
oneformer,"52,201",0.008,11,4745,text
musicgen,"49,273",0.008,44,1119,text
upernet,"46,103",0.006999999999999999,16,2881,vision
swin2sr,"42,741",0.006999999999999999,13,3287,text
mvp,"43,055",0.006999999999999999,23,1871,text
flaubert,"43,966",0.006999999999999999,83,529,text
ernie,"46,481",0.006999999999999999,69,673,text
mobilevit,"35,757",0.006,56,638,vision
idefics,"40,302",0.006,9,4478,text
data2vec-audio,"41,861",0.006,30,1395,audio
clap,"41,824",0.006,14,2987,text
wav2vec2-conformer,"30,005",0.005,33,909,audio
unispeech-sat,"30,825",0.005,79,390,audio
squeezebert,"32,947",0.005,31,1062,text
prophetnet,"33,772",0.005,26,1298,text
plbart,"29,458",0.005,89,330,text
openai-gpt,"34,351",0.005,37,928,text
nougat,"33,763",0.005,7,4823,text
mobilenet_v2,"34,304",0.005,45,762,vision
ibert,"30,100",0.005,18,1672,text
graphormer,"31,624",0.005,9,3513,text
funnel,"34,329",0.005,47,730,text
deit,"35,485",0.005,24,1478,vision
ctrl,"31,904",0.005,29,1100,text
blenderbot-small,"29,770",0.005,15,1984,text
yoso,"28,099",0.004,14,2007,text
xlm,"23,864",0.004,41,582,text
vits,"28,562",0.004,1183,24,text
timesformer,"26,074",0.004,33,790,text
switch_transformers,"26,174",0.004,39,671,text
swinv2,"24,203",0.004,94,257,vision
splinter,"26,132",0.004,31,842,text
roc_bert,"23,881",0.004,13,1837,text
roberta-prelayernorm,"23,209",0.004,23,1009,text
pegasus_x,"28,033",0.004,48,584,text
nezha,"24,420",0.004,12,2035,text
mega,"28,414",0.004,21,1353,text
convnext,"23,480",0.004,178,131,vision
align,"25,236",0.004,3,8412,vision
visual_bert,"18,640",0.003,15,1242,text
vision-text-dual-encoder,"17,242",0.003,59,292,text
unispeech,"19,394",0.003,119,162,audio
speech_to_text,"16,812",0.003,36,467,audio
sew-d,"19,485",0.003,22,885,audio
sew,"19,849",0.003,15,1323,audio
rembert,"19,110",0.003,20,955,text
nystromformer,"20,822",0.003,21,991,text
megatron-bert,"19,550",0.003,50,391,text
lilt,"22,070",0.003,129,171,text
vitmatte,"12,375",0.002,5,2475,text
transfo-xl,"12,258",0.002,16,766,text
persimmon,"13,377",0.002,3,4459,text
mgp-str,"11,081",0.002,4,2770,text
markuplm,"10,587",0.002,19,557,text
flava,"13,863",0.002,24,577,text
efficientnet,"11,383",0.002,23,494,vision
cvt,"12,082",0.002,18,671,vision
cpmant,"12,688",0.002,1,12688,text
chinese_clip,"12,078",0.002,8,1509,vision
bros,"15,416",0.002,4,3854,text
xmod,"9,076",0.001,101,89,text
xlm-roberta-xl,"6,792",0.001,22,308,text
vivit,"6,904",0.001,15,460,text
reformer,"8,352",0.001,15,556,text
perceiver,"8,848",0.001,30,294,vision
mra,"9,520",0.001,2,4760,text
mobilevitv2,"4,297",0.001,24,179,vision
lxmert,"8,917",0.001,12,743,text
imagegpt,"4,729",0.001,7,675,vision
groupvit,"4,781",0.001,4,1195,text
gpt_neox_japanese,"5,977",0.001,4,1494,text
deformable_detr,"5,186",0.001,21,246,text
bert-generation,"9,290",0.001,2,4645,text
xlm-prophetnet,"1,375",0.0,11,125,text
vitdet,0,0.0,0,0,vision
vit_msn,"1,151",0.0,8,143,vision
vit_hybrid,0,0.0,0,0,vision
van,919,0.0,9,102,vision
umt5,136,0.0,16,8,text
tvlt,"1,581",0.0,4,395,text
trajectory_transformer,220,0.0,16,13,text
timm_backbone,0,0.0,0,0,vision
time_series_transformer,"1,633",0.0,16,102,text
swiftformer,"1,975",0.0,5,395,vision
speech_to_text_2,0,0.0,0,0,text
speech-encoder-decoder,"2,645",0.0,205,12,audio
roformer,"1,711",0.0,163,10,text
retribert,505,0.0,2,252,text
regnet,"1,891",0.0,41,46,vision
realm,"2,597",0.0,10,259,text
qdqbert,0,0.0,0,0,text
pvt,"1,094",0.0,9,121,vision
pop2piano,0,0.0,0,0,audio
poolformer,"2,315",0.0,7,330,vision
open-llama,53,0.0,3,17,text
nllb-moe,564,0.0,3,188,text
nat,809,0.0,7,115,vision
mctct,137,0.0,8,17,audio
maskformer-swin,0,0.0,0,0,vision
levit,"2,376",0.0,10,237,vision
jukebox,"1,566",0.0,6,261,text
informer,"1,281",0.0,3,427,text
gptsan-japanese,"1,176",0.0,2,588,text
gpt-sw3,0,0.0,0,0,text
focalnet,"1,056",0.0,14,75,vision
ernie_m,891,0.0,18,49,text
efficientformer,143,0.0,12,11,vision
donut-swin,4,0.0,5,0,text
dinat,968,0.0,10,96,vision
deta,"2,288",0.0,37,61,text
decision_transformer,"1,377",0.0,1089,1,text
data2vec-vision,"3,014",0.0,8,376,vision
data2vec-text,"1,507",0.0,21,71,text
conditional_detr,"2,795",0.0,18,155,text
code_llama,0,0.0,0,0,text
bit,"2,083",0.0,10,208,vision
autoformer,"3,164",0.0,7,452,text
altclip,"2,082",0.0,4,520,vision