model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
roberta,"237,288,517",26.471,14963,15858,text
bert,"160,805,908",17.939,41270,3896,text
wav2vec2,"90,334,094",10.077,7728,11689,audio
clip,"78,220,978",8.726,376,208034,vision
distilbert,"59,890,263",6.680999999999999,16697,3586,text
xlm-roberta,"23,615,813",2.634,7964,2965,text
gpt2,"22,845,904",2.549,18584,1229,text
t5,"20,576,025",2.2950000000000004,14600,1409,text
llama,"19,310,817",2.154,23628,817,text
vit,"18,795,353",2.097,5056,3717,vision
marian,"18,712,667",2.088,3400,5503,text
mpnet,"13,006,901",1.451,1582,8221,text
electra,"11,080,172",1.236,1745,6349,text
bart,"10,403,949",1.161,4520,2301,text
layoutlmv3,"10,018,863",1.118,815,12293,vision
mistral,"8,777,096",0.979,9325,941,text
deberta,"7,708,072",0.86,541,14247,text
deberta-v2,"7,388,673",0.8240000000000001,2080,3552,text
camembert,"5,319,772",0.5930000000000001,1305,4076,text
albert,"5,076,604",0.5660000000000001,1065,4766,text
whisper,"4,524,157",0.505,7207,627,audio
longformer,"4,313,036",0.481,511,8440,text
vision-encoder-decoder,"3,239,027",0.361,2037,1590,vision
layoutlmv2,"3,102,917",0.346,268,11578,vision
layoutlm,"2,674,671",0.298,258,10366,vision
vits,"2,218,443",0.247,1291,1718,text
beit,"2,199,826",0.245,939,2342,vision
swin,"1,949,822",0.218,849,2296,vision
m2m_100,"1,869,967",0.209,625,2991,text
blip,"1,866,255",0.208,188,9926,vision
opt,"1,856,483",0.207,1559,1190,text
encodec,"1,825,239",0.20400000000000001,8,228154,text
esm,"1,780,269",0.199,814,2187,text
convbert,"1,758,151",0.196,62,28357,text
fnet,"1,746,716",0.19499999999999998,38,45966,text
falcon,"1,743,640",0.19499999999999998,385,4528,text
hubert,"1,729,007",0.193,773,2236,audio
gpt_neox,"1,719,637",0.192,1935,888,text
bloom,"1,688,801",0.188,881,1916,text
owlvit,"1,637,061",0.183,12,136421,text
table-transformer,"1,478,844",0.165,169,8750,text
wavlm,"1,266,395",0.14100000000000001,133,9521,audio
sam,"1,216,815",0.136,43,28298,text
clipseg,"1,126,488",0.126,8,140811,vision
mt5,"1,117,985",0.125,3035,368,text
trocr,"819,022",0.091,31,26420,text
gpt_neo,"723,520",0.08099999999999999,1051,688,text
detr,"714,102",0.08,871,819,text
musicgen,"621,237",0.06899999999999999,59,10529,text
longt5,"580,120",0.065,270,2148,text
resnet,"545,151",0.061,456,1195,vision
xlnet,"516,411",0.058,346,1492,text
dinov2,"499,837",0.055999999999999994,71,7039,vision
segformer,"492,668",0.055,925,532,vision
dpt,"496,679",0.055,29,17126,vision
mobilebert,"487,517",0.054,325,1500,text
swinv2,"457,396",0.051000000000000004,118,3876,vision
gptj,"441,275",0.049,553,797,text
bark,"442,841",0.049,17,26049,text
pegasus,"405,855",0.045,841,482,text
yolos,"346,224",0.039,120,2885,text
mbart,"345,130",0.039,1777,194,text
mask2former,"335,151",0.037,71,4720,text
vilt,"314,131",0.034999999999999996,66,4759,vision
git,"302,979",0.034,233,1300,vision
blip-2,"290,902",0.032,83,3504,vision
speecht5,"267,945",0.03,739,362,audio
mpt,"241,855",0.027,298,811,text
videomae,"233,148",0.026,548,425,text
encoder-decoder,"228,061",0.025,477,478,text
pix2struct,"216,945",0.024,127,1708,vision
instructblip,"179,327",0.02,21,8539,vision
vit_mae,"164,344",0.018000000000000002,30,5478,text
swin2sr,"157,762",0.018000000000000002,14,11268,text
xclip,"147,564",0.016,26,5675,text
upernet,"145,370",0.016,17,8551,vision
flaubert,"140,769",0.016,89,1581,text
xglm,"131,566",0.015,152,865,text
tapas,"132,466",0.015,80,1655,vision
openai-gpt,"127,784",0.013999999999999999,39,3276,text
biogpt,"126,903",0.013999999999999999,81,1566,text
dpr,"119,474",0.013,121,987,text
bit,"116,082",0.013,10,11608,vision
audio-spectrogram-transformer,"115,314",0.013,228,505,audio
mobilevit,"104,805",0.012,62,1690,vision
luke,"105,542",0.012,89,1185,text
gpt_bigcode,"95,660",0.011000000000000001,348,274,text
led,"89,161",0.01,268,332,text
codegen,"89,546",0.01,209,428,text
canine,"88,443",0.01,169,523,text
mobilenet_v2,"84,053",0.009000000000000001,67,1254,vision
bros,"76,279",0.009000000000000001,4,19069,text
nougat,"74,271",0.008,12,6189,text
fsmt,"68,187",0.008,34,2005,text
blenderbot,"73,560",0.008,61,1205,text
rwkv,"58,654",0.006999999999999999,115,510,text
mobilenet_v1,"61,379",0.006999999999999999,13,4721,vision
clap,"65,375",0.006999999999999999,18,3631,text
maskformer,"53,073",0.006,74,717,vision
unispeech-sat,"45,895",0.005,85,539,audio
deformable_detr,"49,254",0.005,25,1970,text
vitmatte,"38,586",0.004,9,4287,text
transfo-xl,"38,960",0.004,16,2435,text
sew-d,"33,857",0.004,23,1472,audio
rag,"38,353",0.004,34,1128,text
prophetnet,"32,391",0.004,28,1156,text
perceiver,"33,773",0.004,30,1125,vision
oneformer,"37,486",0.004,12,3123,text
efficientnet,"33,227",0.004,33,1006,vision
convnext,"34,665",0.004,225,154,vision
bigbird_pegasus,"31,465",0.004,39,806,text
big_bird,"31,482",0.004,331,95,text
xmod,"23,310",0.003,108,215,text
wav2vec2-conformer,"26,136",0.003,39,670,audio
squeezebert,"24,736",0.003,33,749,text
plbart,"24,344",0.003,139,175,text
idefics,"23,406",0.003,13,1800,text
ernie,"26,766",0.003,79,338,text
deit,"25,135",0.003,60,418,vision
bridgetower,"23,267",0.003,9,2585,text
blenderbot-small,"24,135",0.003,15,1609,text
align,"23,148",0.003,3,7716,vision
unispeech,"15,079",0.002,120,125,audio
timesformer,"21,110",0.002,47,449,text
switch_transformers,"21,992",0.002,44,499,text
speech_to_text,"15,916",0.002,36,442,audio
sew,"15,397",0.002,15,1026,audio
pegasus_x,"21,692",0.002,59,367,text
mvp,"21,118",0.002,24,879,text
megatron-bert,"19,051",0.002,65,293,text
lilt,"19,445",0.002,155,125,text
data2vec-audio,"16,856",0.002,30,561,audio
ctrl,"21,298",0.002,29,734,text
convnextv2,"21,811",0.002,90,242,vision
chinese_clip,"13,447",0.002,11,1222,vision
yoso,"4,654",0.001,16,290,text
xlm-roberta-xl,"9,632",0.001,21,458,text
xlm,"10,183",0.001,41,248,text
vivit,"10,208",0.001,26,392,text
visual_bert,"13,154",0.001,15,876,text
vision-text-dual-encoder,"6,714",0.001,68,98,text
splinter,"5,527",0.001,31,178,text
reformer,"6,759",0.001,17,397,text
persimmon,"5,659",0.001,4,1414,text
mra,"8,068",0.001,2,4034,text
mobilevitv2,"6,183",0.001,29,213,vision
mctct,"7,645",0.001,8,955,audio
markuplm,"6,352",0.001,19,334,text
lxmert,"6,497",0.001,12,541,text
ibert,"7,265",0.001,19,382,text
glpn,"12,681",0.001,22,576,text
funnel,"11,151",0.001,52,214,text
flava,"7,362",0.001,24,306,text
cvt,"9,854",0.001,21,469,vision
cpmant,"9,964",0.001,1,9964,text
bert-generation,"8,763",0.001,2,4381,text
altclip,"7,324",0.001,4,1831,vision
xlm-prophetnet,"1,167",0.0,10,116,text
vitdet,0,0.0,0,0,vision
vit_msn,"1,903",0.0,8,237,vision
vit_hybrid,0,0.0,0,0,vision
van,"1,096",0.0,26,42,vision
umt5,"3,757",0.0,41,91,text
tvlt,"1,970",0.0,4,492,text
trajectory_transformer,128,0.0,16,8,text
timm_backbone,0,0.0,0,0,vision
time_series_transformer,"1,658",0.0,17,97,text
swiftformer,"1,841",0.0,10,184,vision
speech_to_text_2,3,0.0,1,3,text
speech-encoder-decoder,"2,902",0.0,206,14,audio
roformer,"2,655",0.0,175,15,text
roc_bert,"1,316",0.0,14,94,text
roberta-prelayernorm,"1,185",0.0,23,51,text
retribert,198,0.0,2,99,text
rembert,"1,455",0.0,22,66,text
regnet,"1,920",0.0,41,46,vision
realm,"2,130",0.0,10,213,text
qdqbert,0,0.0,0,0,text
pvt,"2,020",0.0,9,224,vision
pop2piano,0,0.0,0,0,audio
poolformer,"1,075",0.0,7,153,vision
open-llama,"2,241",0.0,5,448,text
nystromformer,"2,192",0.0,22,99,text
nllb-moe,557,0.0,4,139,text
nezha,"1,887",0.0,12,157,text
nat,360,0.0,13,27,vision
mgp-str,"4,235",0.0,4,1058,text
mega,"3,919",0.0,33,118,text
maskformer-swin,0,0.0,0,0,vision
levit,"1,365",0.0,10,136,vision
jukebox,"1,253",0.0,6,208,text
informer,812,0.0,3,270,text
imagegpt,"1,753",0.0,7,250,vision
groupvit,"1,355",0.0,4,338,text
graphormer,989,0.0,9,109,text
gptsan-japanese,855,0.0,2,427,text
gpt_neox_japanese,"4,055",0.0,4,1013,text
gpt-sw3,0,0.0,0,0,text
focalnet,596,0.0,14,42,vision
ernie_m,640,0.0,18,35,text
efficientformer,320,0.0,14,22,vision
donut-swin,484,0.0,6,80,text
dinat,367,0.0,14,26,vision
deta,"3,616",0.0,45,80,text
decision_transformer,"1,750",0.0,381,4,text
data2vec-vision,"3,917",0.0,8,489,vision
data2vec-text,"1,064",0.0,21,50,text
conditional_detr,"2,567",0.0,33,77,text
code_llama,0,0.0,1,0,text
autoformer,"1,247",0.0,7,178,text