data_39_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"94,260,558",19.55,28314,3329,text
wav2vec2,"66,993,117",13.894,6559,10213,audio
roberta,"52,975,283",10.987,10776,4916,text
clip,"29,326,721",6.082,195,150393,vision
distilbert,"27,705,994",5.7459999999999996,11525,2403,text
t5,"22,282,796",4.621,10452,2131,text
llama,"19,070,862",3.955,7950,2398,text
gpt2,"17,977,939",3.7289999999999996,14056,1279,text
xlm-roberta,"15,172,538",3.147,5080,2986,text
mpnet,"10,056,295",2.086,1187,8472,text
deberta-v2,"9,759,864",2.024,1151,8479,text
vit,"9,179,329",1.9040000000000001,2491,3684,vision
deberta,"8,451,328",1.7530000000000001,459,18412,text
bart,"8,370,680",1.736,3603,2323,text
resnet,"6,390,539",1.325,268,23845,vision
camembert,"5,846,060",1.212,915,6389,text
electra,"5,054,184",1.048,1474,3428,text
layoutlmv3,"5,005,784",1.038,545,9184,vision
albert,"4,776,663",0.991,1132,4219,text
marian,"3,698,779",0.767,2842,1301,text
bloom,"3,417,269",0.709,622,5494,text
opt,"3,300,350",0.6839999999999999,680,4853,text
dpt,"3,218,230",0.6669999999999999,16,201139,vision
vision-encoder-decoder,"3,010,188",0.624,1190,2529,vision
longformer,"2,965,095",0.615,358,8282,text
gpt_neox,"2,762,835",0.573,1240,2228,text
mpt,"2,146,365",0.445,229,9372,text
musicgen,"2,009,730",0.41700000000000004,25,80389,text
convbert,"1,920,069",0.398,64,30001,text
blip,"1,741,831",0.361,87,20021,vision
hubert,"1,604,779",0.333,536,2993,audio
fnet,"1,587,724",0.329,45,35282,text
layoutlm,"1,236,973",0.257,187,6614,vision
whisper,"1,129,780",0.234,4405,256,audio
mt5,"1,120,754",0.232,2319,483,text
wavlm,"1,052,324",0.218,123,8555,audio
gpt_neo,"1,052,337",0.218,955,1101,text
mobilebert,"1,040,408",0.216,274,3797,text
gptj,"1,025,339",0.213,518,1979,text
m2m_100,"947,359",0.196,434,2182,text
detr,"937,822",0.19499999999999998,443,2116,text
beit,"940,101",0.19499999999999998,221,4253,vision
blenderbot,"884,165",0.183,52,17003,text
clipseg,"751,739",0.156,5,150347,vision
pegasus,"714,951",0.148,670,1067,text
mbart,"708,733",0.147,1470,482,text
layoutlmv2,"703,122",0.146,174,4040,vision
owlvit,"694,871",0.14400000000000002,11,63170,text
trocr,"672,015",0.13899999999999998,23,29218,text
esm,"653,242",0.135,309,2114,text
gpt_bigcode,"590,219",0.122,233,2533,text
audio-spectrogram-transformer,"585,680",0.121,159,3683,audio
yolos,"545,988",0.11299999999999999,92,5934,text
codegen,"501,457",0.104,144,3482,text
segformer,"482,360",0.1,518,931,vision
longt5,"470,276",0.098,203,2316,text
megatron-bert,"467,520",0.097,57,8202,text
flaubert,"398,464",0.083,77,5174,text
xlm,"357,849",0.074,44,8132,text
roformer,"354,800",0.074,42,8447,text
blip-2,"323,520",0.067,53,6104,vision
dpr,"316,638",0.066,113,2802,text
table-transformer,"315,023",0.065,31,10162,text
pix2struct,"310,083",0.064,66,4698,vision
videomae,"245,040",0.051000000000000004,259,946,text
convnextv2,"241,717",0.05,49,4933,vision
squeezebert,"226,308",0.047,36,6286,text
data2vec-text,"219,465",0.046,29,7567,text
deta,"215,969",0.045,37,5837,text
ibert,"211,401",0.044000000000000004,26,8130,text
speech_to_text,"208,402",0.043,33,6315,audio
git,"206,414",0.043,132,1563,vision
encodec,"202,981",0.042,9,22553,text
fsmt,"197,726",0.041,36,5492,text
swin,"182,012",0.038,548,332,vision
xlnet,"177,164",0.037,277,639,text
vit_mae,"177,235",0.037,21,8439,text
bark,"176,667",0.037,13,13589,text
data2vec-audio,"174,747",0.036000000000000004,38,4598,audio
nystromformer,"170,521",0.034999999999999996,26,6558,text
deit,"166,988",0.034999999999999996,29,5758,vision
sam,"144,137",0.03,25,5765,text
unispeech-sat,"137,659",0.029,86,1600,audio
mobilenet_v2,"136,846",0.027999999999999997,42,3258,vision
convnext,"133,100",0.027999999999999997,167,797,vision
tapas,"129,451",0.027,83,1559,vision
mobilevit,"131,417",0.027,47,2796,vision
biogpt,"130,662",0.027,52,2512,text
poolformer,"123,219",0.026,9,13691,vision
mobilenet_v1,"126,566",0.026,10,12656,vision
falcon,"123,175",0.026,89,1383,text
data2vec-vision,"127,352",0.026,12,10612,vision
levit,"121,513",0.025,14,8679,vision
ernie,"111,421",0.023,73,1526,text
wav2vec2-conformer,"108,044",0.022000000000000002,38,2843,audio
vilt,"103,874",0.022000000000000002,40,2596,vision
xglm,"96,416",0.02,133,724,text
instructblip,"98,476",0.02,17,5792,vision
unispeech,"92,586",0.019,124,746,audio
sew-d,"88,567",0.018000000000000002,25,3542,audio
sew,"88,399",0.018000000000000002,18,4911,audio
led,"87,902",0.018000000000000002,249,353,text
markuplm,"80,190",0.017,22,3645,text
decision_transformer,"76,361",0.016,1088,70,text
glpn,"65,098",0.013999999999999999,59,1103,text
encoder-decoder,"65,605",0.013999999999999999,405,161,text
speecht5,"64,316",0.013,481,133,audio
prophetnet,"62,364",0.013,29,2150,text
mask2former,"63,881",0.013,64,998,text
lilt,"62,607",0.013,113,554,text
efficientnet,"61,118",0.013,22,2778,vision
dinov2,"61,893",0.013,13,4761,vision
big_bird,"60,934",0.013,304,200,text
bigbird_pegasus,"60,144",0.012,44,1366,text
luke,"51,171",0.011000000000000001,59,867,text
switch_transformers,"46,300",0.01,28,1653,text
plbart,"44,601",0.009000000000000001,90,495,text
oneformer,"45,506",0.009000000000000001,12,3792,text
cvt,"43,420",0.009000000000000001,19,2285,vision
blenderbot-small,"43,511",0.009000000000000001,20,2175,text
upernet,"39,704",0.008,16,2481,vision
perceiver,"36,267",0.008,38,954,vision
pegasus_x,"36,490",0.008,48,760,text
mvp,"39,798",0.008,28,1421,text
imagegpt,"37,506",0.008,11,3409,vision
splinter,"34,953",0.006999999999999999,34,1028,text
regnet,"33,795",0.006999999999999999,40,844,vision
visual_bert,"27,122",0.006,18,1506,text
rembert,"28,468",0.006,28,1016,text
clap,"29,343",0.006,9,3260,text
chinese_clip,"31,169",0.006,9,3463,vision
xclip,"24,465",0.005,20,1223,text
timesformer,"21,795",0.005,26,838,text
openai-gpt,"23,512",0.005,37,635,text
idefics,"23,375",0.005,9,2597,text
donut-swin,"21,987",0.005,3,7329,text
bridgetower,"21,771",0.005,8,2721,text
vit_msn,"18,287",0.004,10,1828,vision
rwkv,"20,522",0.004,86,238,text
roc_bert,"18,089",0.004,21,861,text
rag,"18,874",0.004,17,1110,text
maskformer,"18,834",0.004,66,285,vision
funnel,"18,327",0.004,55,333,text
ctrl,"19,869",0.004,33,602,text
align,"21,683",0.004,4,5420,vision
xmod,"12,653",0.003,108,117,text
swinv2,"15,242",0.003,84,181,vision
groupvit,"14,300",0.003,6,2383,text
deformable_detr,"14,970",0.003,17,880,text
canine,"12,198",0.003,140,87,text
bert-generation,"13,371",0.003,2,6685,text
vits,"9,324",0.002,1160,8,text
transfo-xl,"8,124",0.002,21,386,text
swin2sr,"9,306",0.002,10,930,text
speech-encoder-decoder,"9,697",0.002,205,47,audio
reformer,"9,281",0.002,20,464,text
nezha,"7,335",0.002,20,366,text
mra,"9,851",0.002,8,1231,text
mobilevitv2,"8,041",0.002,13,618,vision
mega,"7,714",0.002,29,266,text
lxmert,"9,723",0.002,16,607,text
flava,"8,105",0.002,18,450,text
cpmant,"10,960",0.002,1,10960,text
yoso,"6,477",0.001,19,340,text
xlm-roberta-xl,"5,899",0.001,27,218,text
vivit,"5,502",0.001,6,917,text
umt5,"2,766",0.001,14,197,text
roberta-prelayernorm,"6,727",0.001,27,249,text
pvt,"3,036",0.001,11,276,vision
mgp-str,"4,281",0.001,4,1070,text
gpt_neox_japanese,"6,272",0.001,6,1045,text
ernie_m,"3,436",0.001,22,156,text
efficientformer,"2,829",0.001,14,202,vision
conditional_detr,"2,922",0.001,15,194,text
altclip,"5,875",0.001,5,1175,vision
xlm-prophetnet,863,0.0,11,78,text
vitdet,0,0.0,0,0,vision
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,"1,173",0.0,54,21,text
van,162,0.0,11,14,vision
tvlt,"2,131",0.0,6,355,text
trajectory_transformer,50,0.0,16,3,text
timm_backbone,0,0.0,0,0,vision
time_series_transformer,"1,151",0.0,15,76,text
swiftformer,"1,597",0.0,7,228,vision
speech_to_text_2,0,0.0,0,0,text
retribert,273,0.0,2,136,text
realm,"1,312",0.0,10,131,text
qdqbert,0,0.0,0,0,text
pop2piano,0,0.0,0,0,audio
open-llama,0,0.0,3,0,text
nllb-moe,"2,234",0.0,4,558,text
nat,488,0.0,10,48,vision
mctct,358,0.0,10,35,audio
maskformer-swin,0,0.0,0,0,vision
jukebox,837,0.0,6,139,text
informer,755,0.0,3,251,text
graphormer,743,0.0,8,92,text
gptsan-japanese,"1,419",0.0,3,473,text
gpt-sw3,0,0.0,0,0,text
focalnet,"1,378",0.0,18,76,vision
dinat,420,0.0,13,32,vision
code_llama,0,0.0,0,0,text
bit,"2,294",0.0,8,286,vision
autoformer,"1,528",0.0,7,218,text