data_46_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"128,611,369",18.854000000000003,31728,4053,text
wav2vec2,"84,805,982",12.432,7031,12061,audio
distilbert,"73,362,091",10.755,12678,5786,text
roberta,"66,508,191",9.75,12159,5469,text
clip,"52,585,779",7.7090000000000005,269,195486,vision
gpt2,"31,840,734",4.668,15135,2103,text
t5,"27,997,579",4.104,11760,2380,text
llama,"24,254,837",3.556,11845,2047,text
falcon,"20,206,276",2.962,186,108635,text
xlm-roberta,"18,961,428",2.78,5997,3161,text
bart,"13,844,456",2.03,3858,3588,text
mpnet,"11,902,451",1.745,1301,9148,text
deberta-v2,"10,654,349",1.562,1429,7455,text
deberta,"8,363,408",1.226,489,17103,text
vit,"7,998,957",1.173,3044,2627,vision
albert,"6,085,172",0.8920000000000001,1002,6073,text
gpt_neox,"6,054,067",0.8869999999999999,1431,4230,text
electra,"5,824,769",0.8540000000000001,1602,3635,text
marian,"5,771,950",0.8460000000000001,2963,1948,text
layoutlmv3,"5,573,066",0.8170000000000001,604,9226,vision
camembert,"4,847,664",0.711,1021,4747,text
longformer,"4,405,205",0.6459999999999999,454,9703,text
vision-encoder-decoder,"4,391,830",0.644,1399,3139,vision
mbart,"4,037,734",0.592,1570,2571,text
whisper,"2,664,102",0.391,5335,499,audio
bloom,"2,368,891",0.347,666,3556,text
opt,"2,361,882",0.346,955,2473,text
dpt,"2,313,453",0.33899999999999997,24,96393,vision
resnet,"2,126,395",0.312,313,6793,vision
convbert,"2,068,517",0.303,65,31823,text
blip,"1,866,528",0.27399999999999997,139,13428,vision
fnet,"1,811,080",0.265,47,38533,text
mistral,"1,792,397",0.263,1407,1273,text
layoutlm,"1,720,818",0.252,207,8313,vision
hubert,"1,668,927",0.245,596,2800,audio
mt5,"1,634,486",0.24,2586,632,text
esm,"1,358,157",0.199,354,3836,text
table-transformer,"1,257,520",0.184,145,8672,text
trocr,"1,198,682",0.17600000000000002,27,44395,text
beit,"1,120,281",0.164,235,4767,vision
gptj,"1,084,303",0.159,537,2019,text
blenderbot,"1,006,661",0.148,56,17976,text
dpr,"989,601",0.145,119,8315,text
clipseg,"984,203",0.14400000000000002,5,196840,vision
gpt_neo,"922,302",0.135,988,933,text
m2m_100,"869,409",0.127,462,1881,text
audio-spectrogram-transformer,"857,885",0.126,183,4687,audio
layoutlmv2,"771,935",0.11299999999999999,224,3446,vision
segformer,"665,125",0.098,598,1112,vision
gpt_bigcode,"664,124",0.097,251,2645,text
owlvit,"634,596",0.093,10,63459,text
detr,"605,573",0.089,697,868,text
dinov2,"570,805",0.084,17,33576,vision
pegasus,"539,615",0.079,746,723,text
encodec,"539,007",0.079,9,59889,text
codegen,"495,132",0.073,161,3075,text
pix2struct,"447,476",0.066,85,5264,vision
mpt,"434,144",0.064,262,1657,text
fsmt,"424,334",0.062,37,11468,text
longt5,"414,271",0.061,225,1841,text
swin,"407,460",0.06,643,633,vision
yolos,"378,103",0.055,92,4109,text
mobilebert,"358,478",0.053,286,1253,text
blip-2,"347,080",0.051000000000000004,59,5882,vision
wavlm,"301,556",0.044000000000000004,131,2301,audio
xlnet,"272,230",0.04,309,881,text
flaubert,"268,608",0.039,80,3357,text
xlm,"259,358",0.038,48,5403,text
roformer,"260,792",0.038,171,1525,text
sam,"255,608",0.037,27,9466,text
maskformer,"232,526",0.034,69,3369,vision
videomae,"223,505",0.033,356,627,text
luke,"215,017",0.032,78,2756,text
bark,"209,533",0.031,16,13095,text
encoder-decoder,"201,592",0.03,406,496,text
data2vec-audio,"184,304",0.027,38,4850,audio
mask2former,"174,381",0.026,66,2642,text
squeezebert,"169,928",0.025,38,4471,text
vit_mae,"163,786",0.024,28,5849,text
speech_to_text,"167,027",0.024,34,4912,audio
ibert,"166,384",0.024,26,6399,text
data2vec-text,"167,030",0.024,29,5759,text
deit,"156,723",0.023,30,5224,vision
xglm,"134,928",0.02,137,984,text
tapas,"135,000",0.02,83,1626,vision
nystromformer,"135,986",0.02,27,5036,text
mobilenet_v2,"138,959",0.02,48,2894,vision
git,"133,344",0.02,154,865,vision
unispeech-sat,"130,841",0.019,86,1521,audio
mobilevit,"131,446",0.019,56,2347,vision
mobilenet_v1,"119,962",0.018000000000000002,10,11996,vision
convnext,"119,947",0.018000000000000002,173,693,vision
vilt,"114,418",0.017,51,2243,vision
rwkv,"115,144",0.017,102,1128,text
poolformer,"112,885",0.017,9,12542,vision
convnextv2,"118,307",0.017,58,2039,vision
speecht5,"110,287",0.016,563,195,audio
levit,"106,561",0.016,14,7611,vision
instructblip,"109,637",0.016,18,6090,vision
perceiver,"104,342",0.015,38,2745,vision
oneformer,"100,914",0.015,13,7762,text
data2vec-vision,"101,044",0.015,12,8420,vision
wav2vec2-conformer,"94,704",0.013999999999999999,42,2254,audio
unispeech,"86,768",0.013,124,699,audio
sew-d,"83,595",0.012,25,3343,audio
sew,"83,736",0.012,18,4652,audio
led,"80,969",0.012,260,311,text
glpn,"59,653",0.009000000000000001,59,1011,text
canine,"60,947",0.009000000000000001,150,406,text
bridgetower,"58,802",0.009000000000000001,9,6533,text
big_bird,"59,679",0.009000000000000001,323,184,text
upernet,"56,662",0.008,17,3333,vision
ernie,"51,236",0.008,75,683,text
biogpt,"55,085",0.008,48,1147,text
lilt,"47,790",0.006999999999999999,130,367,text
imagegpt,"50,743",0.006999999999999999,11,4613,vision
idefics,"47,724",0.006999999999999999,11,4338,text
cvt,"49,643",0.006999999999999999,20,2482,vision
clap,"50,909",0.006999999999999999,16,3181,text
xclip,"43,445",0.006,20,2172,text
rag,"39,395",0.006,18,2188,text
prophetnet,"40,705",0.006,30,1356,text
bigbird_pegasus,"42,969",0.006,44,976,text
vits,"32,005",0.005,1167,27,text
splinter,"33,038",0.005,34,971,text
regnet,"32,877",0.005,43,764,vision
plbart,"32,329",0.005,91,355,text
openai-gpt,"33,949",0.005,40,848,text
musicgen,"36,057",0.005,45,801,text
graphormer,"33,375",0.005,9,3708,text
ctrl,"34,359",0.005,33,1041,text
timesformer,"24,439",0.004,35,698,text
switch_transformers,"25,326",0.004,41,617,text
mvp,"25,539",0.004,28,912,text
blenderbot-small,"30,221",0.004,20,1511,text
visual_bert,"19,012",0.003,18,1056,text
vision-text-dual-encoder,"17,085",0.003,57,299,text
transfo-xl,"17,764",0.003,20,888,text
swinv2,"21,288",0.003,94,226,vision
swin2sr,"21,973",0.003,15,1464,text
rembert,"21,858",0.003,28,780,text
pegasus_x,"20,431",0.003,50,408,text
markuplm,"18,161",0.003,23,789,text
donut-swin,"21,286",0.003,6,3547,text
bros,"19,356",0.003,6,3226,text
align,"22,711",0.003,4,5677,vision
vivit,"11,637",0.002,15,775,text
vitmatte,"12,358",0.002,5,2471,text
vit_msn,"13,994",0.002,10,1399,vision
speech-encoder-decoder,"12,132",0.002,207,58,audio
roc_bert,"16,035",0.002,21,763,text
persimmon,"16,759",0.002,5,3351,text
nougat,"15,768",0.002,3,5256,text
mgp-str,"10,415",0.002,4,2603,text
megatron-bert,"14,569",0.002,59,246,text
groupvit,"15,421",0.002,6,2570,text
funnel,"15,488",0.002,56,276,text
flava,"12,485",0.002,26,480,text
deformable_detr,"11,212",0.002,22,509,text
cpmant,"12,497",0.002,1,12497,text
chinese_clip,"12,382",0.002,9,1375,vision
bert-generation,"11,847",0.002,2,5923,text
yoso,"10,196",0.001,20,509,text
xmod,"9,823",0.001,108,90,text
xlm-roberta-xl,"10,091",0.001,27,373,text
roberta-prelayernorm,"5,884",0.001,31,189,text
reformer,"9,106",0.001,20,455,text
nezha,"8,830",0.001,20,441,text
mra,"9,825",0.001,8,1228,text
mobilevitv2,"4,673",0.001,27,173,vision
mega,"9,653",0.001,28,344,text
lxmert,"9,357",0.001,16,584,text
gpt_neox_japanese,"6,059",0.001,6,1009,text
efficientnet,"8,849",0.001,24,368,vision
deta,"3,673",0.001,39,94,text
conditional_detr,"3,768",0.001,20,188,text
xlm-prophetnet,"2,361",0.0,11,214,text
vitdet,0,0.0,0,0,vision
vit_hybrid,0,0.0,0,0,vision
van,510,0.0,11,46,vision
umt5,23,0.0,15,1,text
tvlt,"1,356",0.0,6,226,text
trajectory_transformer,65,0.0,16,4,text
timm_backbone,0,0.0,0,0,vision
time_series_transformer,"1,782",0.0,16,111,text
swiftformer,"2,164",0.0,7,309,vision
speech_to_text_2,0,0.0,0,0,text
retribert,242,0.0,2,121,text
realm,"2,488",0.0,10,248,text
qdqbert,0,0.0,0,0,text
pvt,"1,504",0.0,11,136,vision
pop2piano,0,0.0,0,0,audio
open-llama,17,0.0,3,5,text
nllb-moe,"1,390",0.0,4,347,text
nat,824,0.0,10,82,vision
mctct,155,0.0,10,15,audio
maskformer-swin,0,0.0,0,0,vision
jukebox,"1,458",0.0,6,243,text
informer,"1,249",0.0,3,416,text
gptsan-japanese,"1,333",0.0,3,444,text
gpt-sw3,0,0.0,0,0,text
focalnet,"1,055",0.0,18,58,vision
ernie_m,"1,595",0.0,23,69,text
efficientformer,997,0.0,15,66,vision
dinat,954,0.0,13,73,vision
decision_transformer,"1,340",0.0,1089,1,text
code_llama,0,0.0,0,0,text
bit,"2,140",0.0,13,164,vision
autoformer,"2,505",0.0,7,357,text
altclip,"1,673",0.0,5,334,vision