model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
roberta,"386,122,401",37.18,15113,25549,text
bert,"198,653,162",19.128999999999998,42136,4714,text
wav2vec2,"81,978,701",7.893999999999999,7876,10408,audio
clip,"66,170,371",6.372,396,167096,vision
distilbert,"47,345,706",4.559,17178,2756,text
xlm-roberta,"23,756,096",2.2880000000000003,8438,2815,text
t5,"22,453,338",2.162,14932,1503,text
llama,"21,060,972",2.028,25142,837,text
electra,"15,570,747",1.4989999999999999,1777,8762,text
vit,"15,552,730",1.498,5199,2991,vision
gpt2,"14,885,577",1.433,18954,785,text
mpnet,"13,183,667",1.269,1631,8083,text
mistral,"12,006,369",1.1560000000000001,10807,1110,text
bart,"11,892,197",1.145,4590,2590,text
marian,"9,269,900",0.893,3502,2647,text
layoutlmv3,"8,644,397",0.832,833,10377,vision
deberta,"7,430,600",0.716,546,13609,text
deberta-v2,"6,721,947",0.647,2146,3132,text
whisper,"4,757,839",0.45799999999999996,7423,640,audio
camembert,"4,344,742",0.418,1335,3254,text
longformer,"4,263,407",0.411,523,8151,text
vision-encoder-decoder,"3,537,876",0.34099999999999997,2136,1656,vision
layoutlmv2,"3,049,301",0.294,274,11128,vision
albert,"2,917,658",0.281,1111,2626,text
swin,"2,860,032",0.27499999999999997,859,3329,vision
layoutlm,"2,850,298",0.27399999999999997,279,10216,vision
hubert,"2,761,064",0.266,803,3438,audio
beit,"2,362,185",0.22699999999999998,950,2486,vision
esm,"2,332,435",0.22499999999999998,851,2740,text
blip,"2,163,034",0.208,192,11265,vision
opt,"1,992,789",0.192,1588,1254,text
m2m_100,"1,805,563",0.174,643,2808,text
convbert,"1,700,607",0.164,63,26993,text
fnet,"1,691,021",0.163,40,42275,text
falcon,"1,683,126",0.16199999999999998,407,4135,text
gpt_neox,"1,557,382",0.15,2131,730,text
table-transformer,"1,499,283",0.14400000000000002,171,8767,text
clipseg,"1,331,443",0.128,8,166430,vision
bloom,"1,238,294",0.11900000000000001,888,1394,text
sam,"1,221,074",0.11800000000000001,43,28397,text
encodec,"1,087,146",0.105,8,135893,text
detr,"1,033,308",0.099,895,1154,text
audio-spectrogram-transformer,"1,009,520",0.097,254,3974,audio
vits,"974,331",0.094,1313,742,text
wavlm,"962,990",0.093,138,6978,audio
mt5,"916,292",0.08800000000000001,3085,297,text
trocr,"892,731",0.086,31,28797,text
gpt_neo,"804,536",0.077,1056,761,text
musicgen,"780,168",0.075,61,12789,text
segformer,"627,549",0.06,940,667,vision
dinov2,"563,457",0.054,90,6260,vision
dpt,"540,292",0.052,29,18630,vision
resnet,"521,511",0.05,507,1028,vision
fsmt,"516,866",0.05,34,15201,text
pegasus,"488,595",0.047,858,569,text
mobilebert,"474,410",0.046,334,1420,text
xlnet,"466,739",0.045,352,1325,text
gptj,"423,465",0.041,557,760,text
git,"430,242",0.041,243,1770,vision
mbart,"414,058",0.04,1813,228,text
longt5,"416,911",0.04,276,1510,text
swinv2,"392,490",0.038,120,3270,vision
yolos,"338,807",0.033,120,2823,text
speecht5,"337,974",0.033,751,450,audio
owlvit,"345,031",0.033,12,28752,text
mask2former,"307,766",0.03,74,4159,text
vilt,"303,860",0.029,67,4535,vision
blip-2,"297,396",0.029,85,3498,vision
dpr,"239,840",0.023,121,1982,text
clap,"237,245",0.023,18,13180,text
bark,"229,249",0.022000000000000002,17,13485,text
tapas,"212,223",0.02,80,2652,vision
encoder-decoder,"203,745",0.02,493,413,text
pix2struct,"193,919",0.019,136,1425,vision
mpt,"195,197",0.019,293,666,text
xglm,"172,284",0.017,152,1133,text
instructblip,"177,949",0.017,21,8473,vision
xclip,"166,646",0.016,26,6409,text
videomae,"167,590",0.016,577,290,text
upernet,"158,002",0.015,19,8315,vision
flaubert,"140,709",0.013999999999999999,90,1563,text
codegen,"136,245",0.013,209,651,text
biogpt,"125,538",0.012,81,1549,text
mobilevit,"115,119",0.011000000000000001,63,1827,vision
gpt_bigcode,"104,873",0.01,345,303,text
swin2sr,"91,500",0.009000000000000001,14,6535,text
led,"78,387",0.008,276,284,text
deformable_detr,"84,634",0.008,25,3385,text
luke,"77,815",0.006999999999999999,89,874,text
bros,"75,309",0.006999999999999999,4,18827,text
rwkv,"64,966",0.006,116,560,text
mobilenet_v2,"64,811",0.006,76,852,vision
mobilenet_v1,"57,804",0.006,15,3853,vision
maskformer,"64,116",0.006,79,811,vision
blenderbot,"61,648",0.006,66,934,text
vitmatte,"47,324",0.005,9,5258,text
openai-gpt,"55,387",0.005,39,1420,text
oneformer,"50,638",0.005,19,2665,text
glpn,"49,905",0.005,22,2268,text
vit_mae,"39,230",0.004,36,1089,text
rag,"42,619",0.004,33,1291,text
ernie,"43,133",0.004,82,526,text
bigbird_pegasus,"38,909",0.004,39,997,text
big_bird,"37,315",0.004,335,111,text
wav2vec2-conformer,"33,873",0.003,39,868,audio
transfo-xl,"35,777",0.003,16,2236,text
switch_transformers,"26,859",0.003,43,624,text
squeezebert,"27,385",0.003,33,829,text
sew-d,"32,997",0.003,23,1434,audio
prophetnet,"36,296",0.003,28,1296,text
plbart,"33,692",0.003,140,240,text
perceiver,"31,393",0.003,30,1046,vision
pegasus_x,"31,145",0.003,59,527,text
nougat,"28,624",0.003,12,2385,text
mvp,"28,928",0.003,24,1205,text
lilt,"27,488",0.003,166,165,text
idefics,"28,456",0.003,23,1237,text
convnextv2,"26,794",0.003,89,301,vision
convnext,"27,549",0.003,227,121,vision
bridgetower,"29,583",0.003,9,3287,text
blenderbot-small,"30,881",0.003,16,1930,text
xmod,"24,299",0.002,109,222,text
xlm-roberta-xl,"21,753",0.002,21,1035,text
unispeech-sat,"25,363",0.002,85,298,audio
unispeech,"18,599",0.002,120,154,audio
timesformer,"25,451",0.002,51,499,text
sew,"17,982",0.002,15,1198,audio
megatron-bert,"23,546",0.002,68,346,text
efficientnet,"19,630",0.002,34,577,vision
deit,"19,797",0.002,60,329,vision
data2vec-audio,"19,321",0.002,31,623,audio
ctrl,"22,913",0.002,29,790,text
chinese_clip,"16,791",0.002,11,1526,vision
canine,"20,416",0.002,179,114,text
altclip,"17,057",0.002,4,4264,vision
align,"23,668",0.002,3,7889,vision
yoso,"5,258",0.001,17,309,text
xlm,"10,647",0.001,41,259,text
vivit,"11,977",0.001,26,460,text
visual_bert,"14,405",0.001,15,960,text
vision-text-dual-encoder,"11,284",0.001,71,158,text
splinter,"5,908",0.001,31,190,text
speech_to_text,"14,834",0.001,36,412,audio
reformer,"8,857",0.001,17,521,text
persimmon,"7,927",0.001,4,1981,text
mra,"9,426",0.001,2,4713,text
mctct,"8,656",0.001,8,1082,audio
markuplm,"8,527",0.001,20,426,text
lxmert,"6,866",0.001,12,572,text
informer,"8,328",0.001,3,2776,text
ibert,"6,761",0.001,19,355,text
funnel,"11,498",0.001,55,209,text
flava,"8,072",0.001,24,336,text
cvt,"10,447",0.001,21,497,vision
cpmant,"12,027",0.001,1,12027,text
bit,"15,177",0.001,10,1517,vision
bert-generation,"5,984",0.001,2,2992,text
xlm-prophetnet,871,0.0,10,87,text
vitdet,0,0.0,0,0,vision
vit_msn,"2,174",0.0,8,271,vision
vit_hybrid,0,0.0,0,0,vision
van,717,0.0,26,27,vision
umt5,"4,678",0.0,43,108,text
tvlt,"1,489",0.0,4,372,text
trajectory_transformer,200,0.0,16,12,text
timm_backbone,0,0.0,0,0,vision
time_series_transformer,"1,607",0.0,17,94,text
swiftformer,"2,528",0.0,10,252,vision
speech_to_text_2,22,0.0,1,22,text
speech-encoder-decoder,"3,950",0.0,206,19,audio
roformer,"3,548",0.0,176,20,text
roc_bert,"1,085",0.0,15,72,text
roberta-prelayernorm,"1,241",0.0,23,53,text
retribert,206,0.0,2,103,text
rembert,"1,090",0.0,21,51,text
regnet,"2,525",0.0,41,61,vision
realm,"1,682",0.0,10,168,text
qdqbert,0,0.0,0,0,text
pvt,"1,777",0.0,9,197,vision
pop2piano,0,0.0,0,0,audio
poolformer,"1,423",0.0,7,203,vision
open-llama,"3,155",0.0,5,631,text
nystromformer,815,0.0,23,35,text
nllb-moe,723,0.0,4,180,text
nezha,"1,604",0.0,12,133,text
nat,829,0.0,13,63,vision
mobilevitv2,"3,803",0.0,33,115,vision
mgp-str,"5,134",0.0,4,1283,text
mega,"2,720",0.0,34,80,text
maskformer-swin,0,0.0,0,0,vision
levit,"1,716",0.0,10,171,vision
jukebox,"1,051",0.0,6,175,text
imagegpt,"1,796",0.0,7,256,vision
groupvit,"1,190",0.0,4,297,text
graphormer,"1,471",0.0,9,163,text
gptsan-japanese,745,0.0,2,372,text
gpt_neox_japanese,"5,120",0.0,4,1280,text
gpt-sw3,0,0.0,0,0,text
focalnet,639,0.0,14,45,vision
ernie_m,604,0.0,18,33,text
efficientformer,379,0.0,14,27,vision
donut-swin,168,0.0,6,28,text
dinat,481,0.0,14,34,vision
deta,"3,838",0.0,50,76,text
decision_transformer,"2,618",0.0,381,6,text
data2vec-vision,"4,208",0.0,8,526,vision
data2vec-text,"1,719",0.0,22,78,text
conditional_detr,"2,258",0.0,34,66,text
code_llama,0,0.0,1,0,text
autoformer,"1,866",0.0,7,266,text