data_41_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"107,844,734",20.058999999999997,28927,3728,text
wav2vec2,"76,606,694",14.249,6692,11447,audio
roberta,"47,528,481",8.84,10986,4326,text
llama,"33,622,951",6.254,8987,3741,text
distilbert,"32,289,960",6.006,11766,2744,text
clip,"32,191,540",5.988,204,157801,vision
gpt2,"32,121,588",5.975,14354,2237,text
t5,"23,122,156",4.301,10770,2146,text
xlm-roberta,"21,787,383",4.052,5425,4016,text
deberta-v2,"13,186,028",2.453,1204,10951,text
mpnet,"9,555,759",1.7770000000000001,1215,7864,text
bart,"9,180,319",1.7080000000000002,3645,2518,text
deberta,"8,067,076",1.5,460,17537,text
albert,"7,286,719",1.355,1147,6352,text
vit,"6,702,934",1.247,2594,2584,vision
camembert,"5,118,129",0.9520000000000001,940,5444,text
layoutlmv3,"5,004,691",0.931,561,8921,vision
electra,"4,984,376",0.927,1538,3240,text
marian,"4,332,465",0.8059999999999999,2880,1504,text
vision-encoder-decoder,"4,011,283",0.746,1220,3287,vision
bloom,"2,999,033",0.5579999999999999,631,4752,text
longformer,"2,991,461",0.5559999999999999,388,7709,text
opt,"2,870,984",0.534,729,3938,text
gpt_neox,"2,295,740",0.42700000000000005,1291,1778,text
dpt,"1,921,836",0.357,16,120114,vision
convbert,"1,815,071",0.338,64,28360,text
resnet,"1,768,905",0.329,293,6037,vision
layoutlmv2,"1,580,392",0.294,178,8878,vision
fnet,"1,549,034",0.28800000000000003,45,34422,text
hubert,"1,471,740",0.27399999999999997,554,2656,audio
falcon,"1,331,733",0.248,109,12217,text
layoutlm,"1,311,985",0.244,194,6762,vision
wavlm,"1,229,092",0.22899999999999998,127,9677,audio
blip,"1,226,787",0.22799999999999998,98,12518,vision
trocr,"1,146,671",0.213,23,49855,text
gptj,"1,062,994",0.198,524,2028,text
whisper,"1,005,737",0.187,4605,218,audio
beit,"1,006,106",0.187,222,4532,vision
m2m_100,"923,546",0.172,444,2080,text
gpt_neo,"893,645",0.166,963,927,text
clipseg,"845,553",0.157,5,169110,vision
owlvit,"830,619",0.154,11,75510,text
blenderbot,"790,589",0.147,55,14374,text
detr,"683,587",0.127,466,1466,text
mt5,"678,948",0.126,2368,286,text
mbart,"679,053",0.126,1486,456,text
gpt_bigcode,"661,951",0.123,239,2769,text
segformer,"583,046",0.108,541,1077,vision
dpr,"580,503",0.108,111,5229,text
ernie,"553,851",0.10300000000000001,76,7287,text
table-transformer,"548,744",0.10200000000000001,57,9627,text
pegasus,"536,091",0.1,677,791,text
encodec,"476,824",0.089,9,52980,text
megatron-bert,"456,349",0.08499999999999999,57,8006,text
codegen,"424,808",0.079,152,2794,text
mpt,"421,920",0.078,237,1780,text
yolos,"406,129",0.076,95,4275,text
mobilebert,"389,917",0.073,276,1412,text
xlnet,"389,613",0.07200000000000001,278,1401,text
swin,"372,101",0.06899999999999999,568,655,vision
longt5,"342,323",0.064,211,1622,text
xlm,"310,640",0.058,44,7060,text
blip-2,"288,706",0.054,53,5447,vision
flaubert,"287,287",0.053,75,3830,text
roformer,"274,810",0.051000000000000004,102,2694,text
fsmt,"275,955",0.051000000000000004,36,7665,text
esm,"269,495",0.05,322,836,text
glpn,"263,869",0.049,59,4472,text
videomae,"226,410",0.042,300,754,text
pix2struct,"198,367",0.037,70,2833,vision
squeezebert,"191,391",0.036000000000000004,37,5172,text
sam,"186,075",0.034999999999999996,25,7443,text
deta,"184,868",0.034,37,4996,text
convnextv2,"181,461",0.034,51,3558,vision
vit_mae,"178,182",0.033,22,8099,text
speech_to_text,"179,036",0.033,33,5425,audio
ibert,"178,586",0.033,26,6868,text
data2vec-text,"179,957",0.033,29,6205,text
encoder-decoder,"167,859",0.031,403,416,text
data2vec-audio,"158,736",0.03,38,4177,audio
dinov2,"157,436",0.029,15,10495,vision
audio-spectrogram-transformer,"156,773",0.029,166,944,audio
deit,"150,248",0.027999999999999997,29,5180,vision
nystromformer,"145,034",0.027,26,5578,text
tapas,"137,889",0.026,83,1661,vision
canine,"140,832",0.026,142,991,text
mobilenet_v2,"130,930",0.024,44,2975,vision
unispeech-sat,"125,691",0.023,86,1461,audio
convnext,"121,051",0.023,166,729,vision
mobilenet_v1,"117,582",0.022000000000000002,10,11758,vision
biogpt,"116,990",0.022000000000000002,54,2166,text
vilt,"112,033",0.021,42,2667,vision
mobilevit,"114,781",0.021,47,2442,vision
poolformer,"109,898",0.02,9,12210,vision
levit,"108,048",0.02,14,7717,vision
data2vec-vision,"107,315",0.02,12,8942,vision
led,"98,615",0.018000000000000002,250,394,text
xglm,"88,961",0.017,137,649,text
wav2vec2-conformer,"94,047",0.017,40,2351,audio
transfo-xl,"90,346",0.017,21,4302,text
instructblip,"90,717",0.017,17,5336,vision
git,"91,709",0.017,140,655,vision
unispeech,"84,043",0.016,124,677,audio
luke,"83,928",0.016,60,1398,text
bridgetower,"85,508",0.016,8,10688,text
bark,"84,445",0.016,13,6495,text
sew-d,"80,157",0.015,25,3206,audio
sew,"80,205",0.015,18,4455,audio
mask2former,"78,050",0.015,64,1219,text
speecht5,"74,438",0.013999999999999999,507,146,audio
efficientnet,"73,125",0.013999999999999999,22,3323,vision
big_bird,"72,121",0.013,309,233,text
xclip,"60,479",0.011000000000000001,20,3023,text
rwkv,"51,164",0.01,88,581,text
maskformer,"55,999",0.01,66,848,vision
bigbird_pegasus,"51,092",0.01,44,1161,text
rag,"47,744",0.009000000000000001,17,2808,text
prophetnet,"47,661",0.009000000000000001,30,1588,text
openai-gpt,"51,022",0.009000000000000001,39,1308,text
oneformer,"46,117",0.009000000000000001,12,3843,text
cvt,"50,580",0.009000000000000001,19,2662,vision
lilt,"45,063",0.008,119,378,text
idefics,"43,255",0.008,11,3932,text
blenderbot-small,"41,000",0.008,20,2050,text
switch_transformers,"38,416",0.006999999999999999,28,1372,text
plbart,"35,171",0.006999999999999999,90,390,text
perceiver,"38,251",0.006999999999999999,38,1006,vision
markuplm,"37,671",0.006999999999999999,22,1712,text
clap,"35,731",0.006999999999999999,13,2748,text
upernet,"33,429",0.006,16,2089,vision
splinter,"30,768",0.006,34,904,text
regnet,"32,548",0.006,40,813,vision
pegasus_x,"31,781",0.006,49,648,text
mvp,"31,160",0.006,28,1112,text
imagegpt,"34,021",0.006,11,3092,vision
ctrl,"33,015",0.006,33,1000,text
musicgen,"29,517",0.005,28,1054,text
visual_bert,"22,892",0.004,18,1271,text
timesformer,"20,920",0.004,29,721,text
swinv2,"23,512",0.004,86,273,vision
donut-swin,"21,311",0.004,3,7103,text
deformable_detr,"19,113",0.004,18,1061,text
vits,"16,335",0.003,1161,14,text
roc_bert,"14,523",0.003,21,691,text
rembert,"18,490",0.003,28,660,text
decision_transformer,"16,395",0.003,1088,15,text
align,"17,331",0.003,4,4332,vision
xmod,"10,703",0.002,108,99,text
vit_msn,"12,528",0.002,10,1252,vision
swin2sr,"11,836",0.002,9,1315,text
speech-encoder-decoder,"9,029",0.002,207,43,audio
mra,"9,229",0.002,8,1153,text
groupvit,"12,217",0.002,6,2036,text
funnel,"12,768",0.002,55,232,text
cpmant,"11,240",0.002,1,11240,text
chinese_clip,"12,202",0.002,9,1355,vision
bert-generation,"9,823",0.002,2,4911,text
yoso,"7,000",0.001,19,368,text
xlm-roberta-xl,"7,974",0.001,27,295,text
vivit,"6,549",0.001,7,935,text
roberta-prelayernorm,"3,439",0.001,27,127,text
reformer,"7,896",0.001,20,394,text
nezha,"7,010",0.001,20,350,text
mobilevitv2,"6,643",0.001,13,511,vision
mgp-str,"4,618",0.001,4,1154,text
mega,"7,319",0.001,29,252,text
lxmert,"7,805",0.001,16,487,text
gpt_neox_japanese,"5,674",0.001,6,945,text
flava,"6,753",0.001,18,375,text
conditional_detr,"2,978",0.001,15,198,text
autoformer,"2,808",0.001,7,401,text
xlm-prophetnet,"1,511",0.0,11,137,text
vitdet,0,0.0,0,0,vision
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,"1,092",0.0,54,20,text
van,373,0.0,11,33,vision
umt5,707,0.0,14,50,text
tvlt,"1,806",0.0,6,301,text
trajectory_transformer,105,0.0,16,6,text
timm_backbone,0,0.0,0,0,vision
time_series_transformer,"1,818",0.0,16,113,text
swiftformer,"1,368",0.0,7,195,vision
speech_to_text_2,0,0.0,0,0,text
retribert,708,0.0,2,354,text
realm,"2,627",0.0,10,262,text
qdqbert,0,0.0,0,0,text
pvt,"1,709",0.0,11,155,vision
pop2piano,0,0.0,0,0,audio
open-llama,26,0.0,3,8,text
nllb-moe,"2,151",0.0,4,537,text
nat,672,0.0,10,67,vision
mctct,188,0.0,10,18,audio
maskformer-swin,0,0.0,0,0,vision
jukebox,"1,655",0.0,6,275,text
informer,"1,621",0.0,3,540,text
graphormer,"2,029",0.0,8,253,text
gptsan-japanese,"1,399",0.0,3,466,text
gpt-sw3,0,0.0,0,0,text
focalnet,"1,427",0.0,18,79,vision
ernie_m,"1,011",0.0,22,45,text
efficientformer,"1,022",0.0,14,73,vision
dinat,612,0.0,13,47,vision
code_llama,0,0.0,0,0,text
bit,"1,967",0.0,8,245,vision
altclip,"2,032",0.0,5,406,vision