data_43_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"112,837,309",19.078999999999997,29788,3788,text
wav2vec2,"78,632,446",13.296,6812,11543,audio
roberta,"55,915,967",9.455,11281,4956,text
distilbert,"52,530,586",8.882,12083,4347,text
clip,"38,189,969",6.457,225,169733,vision
gpt2,"30,775,810",5.204000000000001,14717,2091,text
llama,"30,193,191",5.1049999999999995,10066,2999,text
t5,"23,681,233",4.004,11141,2125,text
xlm-roberta,"21,449,457",3.627,5700,3763,text
deberta-v2,"12,463,248",2.1069999999999998,1277,9759,text
falcon,"12,414,924",2.099,124,100120,text
mpnet,"10,783,679",1.823,1261,8551,text
bart,"9,623,025",1.627,3742,2571,text
albert,"8,842,902",1.4949999999999999,1191,7424,text
deberta,"8,638,076",1.461,462,18697,text
vit,"5,800,565",0.9809999999999999,2755,2105,vision
electra,"5,482,685",0.927,1564,3505,text
gpt_neox,"5,284,699",0.894,1342,3937,text
layoutlmv3,"4,931,821",0.8340000000000001,573,8607,vision
marian,"4,705,066",0.796,2915,1614,text
longformer,"4,241,525",0.717,433,9795,text
camembert,"4,183,932",0.707,974,4295,text
vision-encoder-decoder,"3,701,259",0.626,1249,2963,vision
dpt,"3,691,556",0.624,16,230722,vision
bloom,"2,591,469",0.438,639,4055,text
opt,"2,235,684",0.378,890,2512,text
layoutlm,"1,727,092",0.292,200,8635,vision
convbert,"1,659,511",0.281,65,25530,text
blip,"1,518,116",0.257,123,12342,vision
fnet,"1,394,532",0.23600000000000002,46,30315,text
hubert,"1,365,537",0.231,563,2425,audio
resnet,"1,226,657",0.207,296,4144,vision
dpr,"1,226,641",0.207,113,10855,text
whisper,"1,202,452",0.203,4982,241,audio
trocr,"1,085,365",0.184,23,47189,text
gptj,"1,067,271",0.18,526,2029,text
beit,"1,023,003",0.173,223,4587,vision
mistral,"911,189",0.154,709,1285,text
m2m_100,"894,343",0.151,451,1983,text
gpt_neo,"893,127",0.151,974,916,text
clipseg,"853,800",0.14400000000000002,5,170760,vision
blenderbot,"779,856",0.132,56,13926,text
table-transformer,"701,948",0.11900000000000001,85,8258,text
detr,"703,963",0.11900000000000001,518,1359,text
mbart,"675,973",0.11399999999999999,1531,441,text
gpt_bigcode,"654,788",0.11100000000000002,234,2798,text
segformer,"623,630",0.105,572,1090,vision
mt5,"583,617",0.099,2419,241,text
layoutlmv2,"568,963",0.096,183,3109,vision
ernie,"548,255",0.093,76,7213,text
pegasus,"530,970",0.09,693,766,text
swin,"479,737",0.08099999999999999,593,809,vision
owlvit,"453,390",0.077,10,45339,text
wavlm,"450,140",0.076,127,3544,audio
encodec,"449,721",0.076,9,49969,text
codegen,"444,534",0.075,155,2867,text
xlnet,"429,705",0.073,300,1432,text
mpt,"410,349",0.06899999999999999,252,1628,text
mobilebert,"405,723",0.06899999999999999,278,1459,text
longt5,"347,578",0.059000000000000004,206,1687,text
fsmt,"325,045",0.055,36,9029,text
yolos,"322,182",0.054,83,3881,text
xlm,"302,550",0.051000000000000004,44,6876,text
blip-2,"302,490",0.051000000000000004,57,5306,vision
pix2struct,"296,018",0.05,79,3747,vision
flaubert,"281,674",0.048,76,3706,text
roformer,"266,337",0.045,157,1696,text
esm,"266,606",0.045,333,800,text
sam,"222,609",0.038,25,8904,text
videomae,"205,870",0.034999999999999996,321,641,text
squeezebert,"184,555",0.031,38,4856,text
encoder-decoder,"181,528",0.031,405,448,text
speech_to_text,"177,112",0.03,33,5367,audio
data2vec-text,"174,717",0.03,29,6024,text
ibert,"173,658",0.029,26,6679,text
dinov2,"169,906",0.029,15,11327,vision
data2vec-audio,"168,957",0.029,38,4446,audio
convnextv2,"164,614",0.027999999999999997,53,3105,vision
deit,"158,778",0.027,30,5292,vision
audio-spectrogram-transformer,"157,000",0.027,168,934,audio
vit_mae,"145,946",0.025,28,5212,text
nystromformer,"143,848",0.024,26,5532,text
tapas,"135,154",0.023,83,1628,vision
mobilenet_v2,"133,175",0.023,48,2774,vision
unispeech-sat,"129,510",0.022000000000000002,86,1505,audio
glpn,"132,029",0.022000000000000002,59,2237,text
mobilenet_v1,"123,313",0.021,10,12331,vision
convnext,"118,447",0.02,172,688,vision
canine,"116,951",0.02,143,817,text
poolformer,"111,620",0.019,9,12402,vision
mobilevit,"113,485",0.019,48,2364,vision
mask2former,"112,113",0.019,64,1751,text
bark,"110,810",0.019,14,7915,text
vilt,"103,566",0.018000000000000002,45,2301,vision
levit,"108,823",0.018000000000000002,14,7773,vision
git,"108,413",0.018000000000000002,149,727,vision
data2vec-vision,"106,291",0.018000000000000002,12,8857,vision
maskformer,"99,046",0.017,66,1500,vision
xglm,"93,748",0.016,137,684,text
wav2vec2-conformer,"94,230",0.016,42,2243,audio
bridgetower,"93,767",0.016,8,11720,text
transfo-xl,"86,410",0.015,24,3600,text
oneformer,"89,861",0.015,12,7488,text
luke,"88,102",0.015,60,1468,text
led,"86,664",0.015,248,349,text
instructblip,"87,213",0.015,17,5130,vision
unispeech,"84,856",0.013999999999999999,124,684,audio
sew-d,"81,880",0.013999999999999999,25,3275,audio
sew,"82,088",0.013999999999999999,18,4560,audio
rwkv,"74,525",0.013,95,784,text
biogpt,"79,113",0.013,55,1438,text
big_bird,"74,241",0.013,318,233,text
speecht5,"59,512",0.01,536,111,audio
rag,"61,787",0.01,17,3634,text
perceiver,"59,001",0.01,38,1552,vision
xclip,"54,395",0.009000000000000001,20,2719,text
upernet,"50,117",0.008,17,2948,vision
lilt,"46,475",0.008,125,371,text
imagegpt,"44,625",0.008,11,4056,vision
idefics,"48,663",0.008,11,4423,text
cvt,"45,444",0.008,20,2272,vision
prophetnet,"40,648",0.006999999999999999,30,1354,text
openai-gpt,"42,536",0.006999999999999999,40,1063,text
efficientnet,"38,566",0.006999999999999999,23,1676,vision
bigbird_pegasus,"43,990",0.006999999999999999,44,999,text
regnet,"33,519",0.006,43,779,vision
plbart,"32,815",0.006,90,364,text
blenderbot-small,"35,958",0.006,20,1797,text
switch_transformers,"27,902",0.005,30,930,text
splinter,"31,462",0.005,34,925,text
mvp,"27,655",0.005,28,987,text
musicgen,"31,924",0.005,30,1064,text
deformable_detr,"27,609",0.005,22,1254,text
ctrl,"30,000",0.005,33,909,text
clap,"31,912",0.005,13,2454,text
vits,"23,084",0.004,1161,19,text
visual_bert,"25,762",0.004,18,1431,text
timesformer,"23,255",0.004,31,750,text
pegasus_x,"24,624",0.004,53,464,text
donut-swin,"21,546",0.004,3,7182,text
bros,"24,937",0.004,6,4156,text
swinv2,"20,320",0.003,89,228,vision
rembert,"17,911",0.003,28,639,text
megatron-bert,"19,948",0.003,58,343,text
markuplm,"17,179",0.003,22,780,text
xlm-roberta-xl,"11,733",0.002,27,434,text
vit_msn,"11,968",0.002,10,1196,vision
swin2sr,"12,236",0.002,9,1359,text
speech-encoder-decoder,"9,785",0.002,207,47,audio
roc_bert,"13,994",0.002,21,666,text
nougat,"12,198",0.002,3,4066,text
mra,"9,174",0.002,8,1146,text
groupvit,"12,084",0.002,6,2014,text
funnel,"12,707",0.002,56,226,text
cpmant,"12,051",0.002,1,12051,text
chinese_clip,"12,089",0.002,9,1343,vision
bert-generation,"9,517",0.002,2,4758,text
align,"8,982",0.002,4,2245,vision
yoso,"8,826",0.001,19,464,text
xmod,"8,833",0.001,108,81,text
vivit,"4,860",0.001,10,486,text
vitmatte,"6,577",0.001,5,1315,text
roberta-prelayernorm,"4,012",0.001,27,148,text
reformer,"8,252",0.001,20,412,text
persimmon,"6,749",0.001,5,1349,text
nezha,"7,938",0.001,20,396,text
mobilevitv2,"4,447",0.001,17,261,vision
mgp-str,"4,941",0.001,4,1235,text
mega,"6,415",0.001,29,221,text
lxmert,"7,989",0.001,16,499,text
graphormer,"3,028",0.001,9,336,text
gpt_neox_japanese,"5,617",0.001,6,936,text
flava,"7,707",0.001,18,428,text
autoformer,"3,104",0.001,7,443,text
xlm-prophetnet,"2,060",0.0,11,187,text
vitdet,0,0.0,0,0,vision
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,902,0.0,55,16,text
van,417,0.0,11,37,vision
umt5,"1,335",0.0,15,89,text
tvlt,"1,669",0.0,6,278,text
trajectory_transformer,104,0.0,16,6,text
timm_backbone,0,0.0,0,0,vision
time_series_transformer,"1,952",0.0,16,122,text
swiftformer,"1,132",0.0,7,161,vision
speech_to_text_2,0,0.0,0,0,text
retribert,535,0.0,2,267,text
realm,"2,847",0.0,10,284,text
qdqbert,0,0.0,0,0,text
pvt,"1,636",0.0,11,148,vision
pop2piano,0,0.0,0,0,audio
open-llama,34,0.0,3,11,text
nllb-moe,"2,057",0.0,4,514,text
nat,703,0.0,10,70,vision
mctct,193,0.0,10,19,audio
maskformer-swin,0,0.0,0,0,vision
jukebox,"1,742",0.0,6,290,text
informer,"1,648",0.0,3,549,text
gptsan-japanese,"1,346",0.0,3,448,text
gpt-sw3,0,0.0,0,0,text
focalnet,"1,096",0.0,18,60,vision
ernie_m,856,0.0,23,37,text
efficientformer,680,0.0,16,42,vision
dinat,586,0.0,13,45,vision
deta,"2,366",0.0,39,60,text
decision_transformer,"1,878",0.0,1090,1,text
conditional_detr,"2,957",0.0,17,173,text
code_llama,0,0.0,0,0,text
bit,"1,810",0.0,13,139,vision
altclip,"1,662",0.0,5,332,vision