model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"126,298,296",24.768,26231,4814,text
wav2vec2,"69,132,170",13.557,6146,11248,audio
roberta,"48,177,286",9.447999999999999,9857,4887,text
clip,"30,163,229",5.915,183,164826,vision
distilbert,"27,509,488",5.395,10737,2562,text
xlm-roberta,"21,800,427",4.275,4617,4721,text
gpt2,"21,797,919",4.275,13314,1637,text
t5,"21,064,912",4.131,9679,2176,text
mpnet,"13,188,789",2.5860000000000003,1094,12055,text
deberta-v2,"12,837,721",2.5180000000000002,989,12980,text
llama,"9,594,761",1.882,4381,2190,text
bart,"9,520,802",1.867,3405,2796,text
albert,"8,956,597",1.756,1111,8061,text
deberta,"8,109,476",1.59,451,17981,text
layoutlmv3,"6,286,854",1.233,439,14320,vision
marian,"6,046,642",1.1860000000000002,2715,2227,text
electra,"5,244,930",1.0290000000000001,1408,3725,text
vit,"5,185,518",1.0170000000000001,2140,2423,vision
camembert,"4,496,094",0.882,827,5436,text
resnet,"4,193,950",0.822,242,17330,vision
bloom,"3,293,490",0.6459999999999999,573,5747,text
layoutlm,"3,054,249",0.599,172,17757,vision
longformer,"2,818,218",0.553,319,8834,text
opt,"2,707,925",0.5309999999999999,553,4896,text
vision-encoder-decoder,"2,532,225",0.49699999999999994,977,2591,vision
hubert,"1,929,527",0.378,420,4594,audio
gpt_neo,"1,922,140",0.377,906,2121,text
esm,"1,650,641",0.32399999999999995,271,6090,text
gpt_neox,"1,621,823",0.318,1159,1399,text
convbert,"1,609,399",0.316,63,25546,text
blip,"1,505,235",0.295,77,19548,vision
detr,"1,451,762",0.28500000000000003,352,4124,text
gptj,"1,329,016",0.261,506,2626,text
fnet,"1,247,176",0.245,45,27715,text
mbart,"1,235,236",0.242,1428,865,text
whisper,"1,083,301",0.212,3628,298,audio
m2m_100,"976,775",0.192,396,2466,text
yolos,"926,169",0.182,64,14471,text
blenderbot,"888,570",0.174,49,18134,text
beit,"888,766",0.174,199,4466,vision
pegasus,"794,109",0.156,640,1240,text
mobilebert,"789,923",0.155,259,3049,text
clipseg,"688,494",0.135,5,137698,vision
mt5,"673,674",0.132,2233,301,text
trocr,"601,141",0.11800000000000001,22,27324,text
codegen,"572,229",0.11199999999999999,139,4116,text
flaubert,"503,657",0.099,77,6541,text
segformer,"460,923",0.09,458,1006,vision
blip-2,"443,711",0.087,47,9440,vision
table-transformer,"440,329",0.086,24,18347,text
layoutlmv2,"430,532",0.084,164,2625,vision
longt5,"424,580",0.083,191,2222,text
wavlm,"376,113",0.074,119,3160,audio
xlm,"362,548",0.07100000000000001,34,10663,text
roformer,"363,618",0.07100000000000001,40,9090,text
convnextv2,"324,611",0.064,43,7549,vision
owlvit,"313,234",0.061,10,31323,text
xlnet,"297,309",0.058,262,1134,text
swin,"279,142",0.055,495,563,vision
dpr,"244,157",0.048,109,2239,text
git,"239,088",0.047,105,2277,text
squeezebert,"235,485",0.046,32,7358,text
data2vec-text,"227,874",0.045,29,7857,text
speech_to_text,"220,904",0.043,33,6694,audio
ibert,"215,890",0.042,25,8635,text
fsmt,"213,934",0.042,36,5942,text
dpt,"197,572",0.039,12,16464,vision
audio-spectrogram-transformer,"198,463",0.039,147,1350,audio
openai-gpt,"195,824",0.038,22,8901,text
encoder-decoder,"190,395",0.037,394,483,text
nystromformer,"176,472",0.034999999999999996,26,6787,text
data2vec-audio,"162,331",0.032,38,4271,audio
deit,"156,572",0.031,25,6262,vision
mobilenet_v2,"142,073",0.027999999999999997,32,4439,vision
convnext,"140,410",0.027999999999999997,155,905,vision
vilt,"138,914",0.027,34,4085,vision
unispeech-sat,"130,469",0.026,85,1534,audio
mobilenet_v1,"128,197",0.025,10,12819,vision
data2vec-vision,"126,989",0.025,12,10582,vision
poolformer,"122,357",0.024,9,13595,vision
mobilevit,"122,903",0.024,46,2671,vision
levit,"121,166",0.024,15,8077,vision
wav2vec2-conformer,"112,808",0.022000000000000002,37,3048,audio
markuplm,"94,755",0.019,22,4307,text
unispeech,"89,904",0.018000000000000002,124,725,audio
tapas,"84,821",0.017,82,1034,vision
sew-d,"87,480",0.017,25,3499,audio
sew,"87,430",0.017,18,4857,audio
pix2struct,"88,876",0.017,52,1709,text
led,"87,140",0.017,248,351,text
ernie,"85,848",0.017,69,1244,text
mask2former,"81,697",0.016,63,1296,text
xglm,"71,401",0.013999999999999999,129,553,text
videomae,"71,578",0.013999999999999999,217,329,text
luke,"71,430",0.013999999999999999,56,1275,text
big_bird,"67,727",0.013,258,262,text
vit_mae,"59,234",0.012,21,2820,text
mgp-str,"62,041",0.012,4,15510,text
bigbird_pegasus,"55,312",0.011000000000000001,44,1257,text
prophetnet,"52,440",0.01,28,1872,text
xclip,"39,772",0.008,20,1988,text
rag,"38,424",0.008,16,2401,text
lilt,"38,658",0.008,98,394,text
switch_transformers,"35,284",0.006999999999999999,28,1260,text
splinter,"34,858",0.006999999999999999,34,1025,text
speecht5,"34,299",0.006999999999999999,350,97,audio
plbart,"34,586",0.006999999999999999,87,397,text
perceiver,"37,657",0.006999999999999999,38,990,vision
imagegpt,"35,457",0.006999999999999999,11,3223,vision
glpn,"33,807",0.006999999999999999,58,582,text
cvt,"35,906",0.006999999999999999,18,1994,vision
blenderbot-small,"36,701",0.006999999999999999,19,1931,text
biogpt,"35,237",0.006999999999999999,50,704,text
regnet,"29,690",0.006,40,742,vision
mvp,"32,288",0.006,28,1153,text
upernet,"26,278",0.005,14,1877,vision
timesformer,"23,854",0.005,24,993,text
pegasus_x,"27,961",0.005,48,582,text
oneformer,"23,312",0.005,12,1942,text
clap,"23,634",0.005,9,2626,text
vit_msn,"18,679",0.004,10,1867,vision
rembert,"21,479",0.004,28,767,text
donut-swin,"19,574",0.004,3,6524,text
chinese_clip,"21,501",0.004,8,2687,vision
xmod,"13,112",0.003,26,504,text
visual_bert,"17,103",0.003,18,950,text
swinv2,"15,385",0.003,68,226,vision
roc_bert,"13,285",0.003,21,632,text
maskformer,"15,449",0.003,63,245,vision
groupvit,"14,325",0.003,6,2387,text
funnel,"13,377",0.003,50,267,text
decision_transformer,"17,316",0.003,642,26,text
ctrl,"14,622",0.003,32,456,text
bert-generation,"13,340",0.003,2,6670,text
transfo-xl,"11,876",0.002,19,625,text
reformer,"7,691",0.002,20,384,text
megatron-bert,"10,802",0.002,56,192,text
lxmert,"8,225",0.002,16,514,text
flava,"9,421",0.002,10,942,text
efficientnet,"8,536",0.002,20,426,vision
deformable_detr,"8,968",0.002,12,747,text
canine,"10,235",0.002,135,75,text
bridgetower,"8,463",0.002,7,1209,text
align,"9,091",0.002,4,2272,vision
yoso,"5,124",0.001,20,256,text
xlm-roberta-xl,"4,404",0.001,25,176,text
xlm-prophetnet,"4,976",0.001,11,452,text
swin2sr,"4,229",0.001,9,469,text
speech-encoder-decoder,"7,560",0.001,202,37,audio
roberta-prelayernorm,"3,097",0.001,26,119,text
gpt_neox_japanese,"5,567",0.001,6,927,text
altclip,"7,315",0.001,5,1463,vision
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,583,0.0,48,12,text
van,497,0.0,11,45,vision
tvlt,683,0.0,6,113,text
trajectory_transformer,43,0.0,16,2,text
time_series_transformer,"1,035",0.0,15,69,text
speech_to_text_2,0,0.0,0,0,text
retribert,284,0.0,2,142,text
realm,"1,949",0.0,10,194,text
qdqbert,0,0.0,0,0,text
nezha,"2,359",0.0,20,117,text
nat,381,0.0,10,38,vision
mctct,612,0.0,10,61,audio
maskformer-swin,0,0.0,0,0,vision
jukebox,785,0.0,6,130,text
informer,574,0.0,3,191,text
graphormer,"1,297",0.0,7,185,text
gptsan-japanese,815,0.0,3,271,text
gpt-sw3,0,0.0,0,0,text
ernie_m,"2,098",0.0,22,95,text
efficientformer,830,0.0,14,59,vision
dinat,333,0.0,13,25,vision
deta,"2,114",0.0,17,124,text
conditional_detr,"2,064",0.0,13,158,text
bit,"1,546",0.0,7,220,vision