model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"108,811,504",20.888,27923,3896,text
wav2vec2,"67,028,193",12.867,6488,10331,audio
roberta,"56,337,897",10.815,10529,5350,text
distilbert,"32,695,952",6.276,11339,2883,text
clip,"29,326,721",5.63,191,153543,vision
t5,"24,093,033",4.625,10309,2337,text
gpt2,"22,241,508",4.2700000000000005,13937,1595,text
llama,"19,071,131",3.6609999999999996,6988,2729,text
xlm-roberta,"17,982,456",3.4520000000000004,4963,3623,text
deberta-v2,"11,741,621",2.254,1100,10674,text
mpnet,"10,058,785",1.931,1158,8686,text
vit,"9,360,850",1.797,2398,3903,vision
deberta,"8,462,800",1.625,458,18477,text
bart,"8,384,230",1.609,3571,2347,text
camembert,"6,829,381",1.311,902,7571,text
albert,"6,412,047",1.2309999999999999,1129,5679,text
resnet,"6,390,584",1.2269999999999999,263,24298,vision
marian,"5,318,281",1.0210000000000001,2823,1883,text
electra,"5,061,594",0.972,1459,3469,text
layoutlmv3,"5,005,775",0.9610000000000001,522,9589,vision
bloom,"3,417,280",0.656,620,5511,text
opt,"3,300,364",0.634,660,5000,text
dpt,"3,218,230",0.618,16,201139,vision
vision-encoder-decoder,"3,010,914",0.5780000000000001,1155,2606,vision
longformer,"2,965,120",0.569,349,8496,text
gpt_neox,"2,765,894",0.5309999999999999,1343,2059,text
mpt,"2,146,365",0.41200000000000003,228,9413,text
musicgen,"2,009,730",0.386,22,91351,text
convbert,"1,920,071",0.369,64,30001,text
blip,"1,741,842",0.334,87,20021,vision
hubert,"1,604,924",0.308,520,3086,audio
fnet,"1,587,724",0.305,45,35282,text
gpt_neo,"1,397,015",0.268,944,1479,text
layoutlm,"1,236,973",0.23700000000000002,183,6759,vision
whisper,"1,131,686",0.217,4366,259,audio
mt5,"1,121,293",0.215,2301,487,text
gptj,"1,103,009",0.212,511,2158,text
wavlm,"1,052,324",0.202,121,8696,audio
mobilebert,"1,040,408",0.2,273,3811,text
m2m_100,"947,345",0.182,432,2192,text
detr,"937,799",0.18,400,2344,text
beit,"940,101",0.18,221,4253,vision
blenderbot,"884,165",0.16999999999999998,51,17336,text
clipseg,"751,739",0.14400000000000002,5,150347,vision
mbart,"719,955",0.13799999999999998,1459,493,text
pegasus,"714,992",0.13699999999999998,666,1073,text
layoutlmv2,"703,200",0.135,172,4088,vision
owlvit,"694,871",0.133,10,69487,text
trocr,"672,015",0.129,23,29218,text
esm,"653,242",0.125,299,2184,text
gpt_bigcode,"590,228",0.11299999999999999,224,2634,text
audio-spectrogram-transformer,"585,680",0.11199999999999999,158,3706,audio
yolos,"545,988",0.105,92,5934,text
codegen,"501,457",0.096,139,3607,text
segformer,"482,363",0.093,510,945,vision
megatron-bert,"467,574",0.09,57,8203,text
longt5,"470,334",0.09,199,2363,text
flaubert,"398,529",0.077,77,5175,text
xlm,"362,941",0.06999999999999999,44,8248,text
roformer,"354,800",0.068,42,8447,text
blip-2,"323,520",0.062,51,6343,vision
dpr,"316,638",0.061,109,2904,text
table-transformer,"315,023",0.06,30,10500,text
pix2struct,"310,083",0.06,63,4921,vision
videomae,"245,048",0.047,248,988,text
convnextv2,"241,717",0.046,48,5035,vision
xlnet,"231,877",0.045,275,843,text
squeezebert,"226,310",0.043,35,6466,text
data2vec-text,"219,465",0.042,29,7567,text
ibert,"211,401",0.041,26,8130,text
deta,"215,969",0.041,17,12704,text
speech_to_text,"208,402",0.04,33,6315,audio
git,"206,403",0.04,127,1625,vision
encodec,"202,981",0.039,9,22553,text
fsmt,"197,726",0.038,36,5492,text
swin,"182,019",0.034999999999999996,529,344,vision
vit_mae,"177,235",0.034,21,8439,text
data2vec-audio,"174,747",0.034,38,4598,audio
bark,"176,667",0.034,13,13589,text
nystromformer,"170,521",0.033,26,6558,text
deit,"166,989",0.032,29,5758,vision
sam,"144,137",0.027999999999999997,25,5765,text
unispeech-sat,"137,659",0.026,85,1619,audio
mobilenet_v2,"136,846",0.026,42,3258,vision
convnext,"133,100",0.026,161,826,vision
tapas,"129,451",0.025,82,1578,vision
mobilevit,"131,417",0.025,47,2796,vision
biogpt,"130,662",0.025,52,2512,text
poolformer,"123,219",0.024,9,13691,vision
mobilenet_v1,"126,566",0.024,10,12656,vision
falcon,"123,175",0.024,77,1599,text
data2vec-vision,"127,352",0.024,12,10612,vision
levit,"121,513",0.023,14,8679,vision
wav2vec2-conformer,"108,044",0.021,38,2843,audio
ernie,"111,421",0.021,73,1526,text
vilt,"103,874",0.02,37,2807,vision
xglm,"96,858",0.019,131,739,text
instructblip,"98,478",0.019,16,6154,vision
unispeech,"92,586",0.018000000000000002,124,746,audio
sew-d,"88,567",0.017,25,3542,audio
sew,"88,399",0.017,18,4911,audio
led,"87,953",0.017,248,354,text
markuplm,"80,193",0.015,22,3645,text
decision_transformer,"76,361",0.015,1086,70,text
encoder-decoder,"66,038",0.013,403,163,text
speecht5,"64,316",0.012,464,138,audio
prophetnet,"62,364",0.012,29,2150,text
mask2former,"63,881",0.012,64,998,text
lilt,"62,607",0.012,106,590,text
glpn,"65,098",0.012,59,1103,text
efficientnet,"61,118",0.012,21,2910,vision
dinov2,"61,893",0.012,11,5626,vision
bigbird_pegasus,"60,144",0.012,44,1366,text
big_bird,"61,123",0.012,294,207,text
luke,"51,171",0.01,59,867,text
switch_transformers,"46,300",0.009000000000000001,28,1653,text
plbart,"44,601",0.009000000000000001,90,495,text
oneformer,"45,506",0.009000000000000001,12,3792,text
upernet,"39,704",0.008,14,2836,vision
mvp,"39,798",0.008,28,1421,text
cvt,"43,420",0.008,18,2412,vision
blenderbot-small,"43,511",0.008,20,2175,text
splinter,"34,953",0.006999999999999999,34,1028,text
perceiver,"36,267",0.006999999999999999,38,954,vision
pegasus_x,"36,490",0.006999999999999999,48,760,text
imagegpt,"37,506",0.006999999999999999,11,3409,vision
regnet,"33,795",0.006,40,844,vision
openai-gpt,"29,500",0.006,36,819,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
visual_bert,"27,122",0.005,18,1506,text
rembert,"28,469",0.005,28,1016,text
vit_msn,"18,287",0.004,10,1828,vision
timesformer,"21,795",0.004,26,838,text
rwkv,"20,522",0.004,81,253,text
rag,"18,874",0.004,17,1110,text
maskformer,"18,834",0.004,65,289,vision
idefics,"23,375",0.004,9,2597,text
funnel,"18,332",0.004,55,333,text
donut-swin,"21,987",0.004,3,7329,text
ctrl,"22,373",0.004,33,677,text
bridgetower,"21,771",0.004,8,2721,text
align,"21,683",0.004,4,5420,vision
swinv2,"15,242",0.003,82,185,vision
roc_bert,"18,089",0.003,21,861,text
groupvit,"14,300",0.003,6,2383,text
deformable_detr,"14,970",0.003,15,998,text
bert-generation,"13,371",0.003,2,6685,text
xmod,"12,653",0.002,108,117,text
vits,"9,324",0.002,1158,8,text
transfo-xl,"10,083",0.002,21,480,text
swin2sr,"9,306",0.002,9,1034,text
speech-encoder-decoder,"9,697",0.002,205,47,audio
reformer,"9,281",0.002,20,464,text
mra,"9,851",0.002,8,1231,text
mobilevitv2,"8,041",0.002,12,670,vision
lxmert,"9,723",0.002,16,607,text
flava,"8,105",0.002,18,450,text
cpmant,"10,960",0.002,1,10960,text
canine,"12,198",0.002,140,87,text
yoso,"6,477",0.001,19,340,text
xlm-roberta-xl,"5,899",0.001,26,226,text
vivit,"5,502",0.001,5,1100,text
umt5,"2,769",0.001,18,153,text
roberta-prelayernorm,"6,727",0.001,26,258,text
pvt,"3,036",0.001,10,303,vision
nezha,"7,335",0.001,20,366,text
mgp-str,"4,281",0.001,4,1070,text
mega,"7,706",0.001,28,275,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",0.0,53,22,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",0.0,6,266,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