data_44_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"122,244,388",19.386,30326,4031,text
wav2vec2,"81,772,958",12.967999999999998,6913,11828,audio
distilbert,"66,998,729",10.625,12249,5469,text
roberta,"60,955,030",9.667,11791,5169,text
clip,"43,385,680",6.88,257,168815,vision
gpt2,"28,734,739",4.557,14819,1939,text
llama,"27,337,210",4.335,10695,2556,text
t5,"26,084,269",4.137,11435,2281,text
xlm-roberta,"20,528,114",3.2550000000000003,5829,3521,text
falcon,"13,341,128",2.116,146,91377,text
deberta-v2,"12,022,131",1.907,1327,9059,text
mpnet,"11,583,943",1.8370000000000002,1263,9171,text
bart,"9,918,396",1.5730000000000002,3790,2616,text
deberta,"8,738,164",1.3860000000000001,483,18091,text
albert,"8,630,945",1.369,1203,7174,text
vit,"6,805,427",1.079,2844,2392,vision
gpt_neox,"6,028,956",0.9560000000000001,1353,4455,text
electra,"5,624,919",0.8920000000000001,1579,3562,text
marian,"5,067,415",0.804,2928,1730,text
layoutlmv3,"5,028,623",0.7969999999999999,589,8537,vision
camembert,"4,771,782",0.757,985,4844,text
longformer,"4,258,986",0.675,429,9927,text
vision-encoder-decoder,"3,813,074",0.605,1288,2960,vision
dpt,"3,355,008",0.532,16,209688,vision
bloom,"2,467,616",0.391,639,3861,text
opt,"2,215,607",0.35100000000000003,928,2387,text
convbert,"1,799,484",0.28500000000000003,65,27684,text
layoutlm,"1,769,175",0.281,203,8715,vision
blip,"1,550,844",0.246,129,12022,vision
fnet,"1,534,563",0.243,46,33360,text
whisper,"1,456,592",0.231,5191,280,audio
mbart,"1,421,277",0.22499999999999998,1545,919,text
dpr,"1,234,398",0.196,119,10373,text
hubert,"1,218,815",0.193,575,2119,audio
mistral,"1,201,057",0.19,942,1275,text
resnet,"1,174,140",0.186,298,3940,vision
beit,"1,070,111",0.16999999999999998,225,4756,vision
trocr,"1,035,860",0.164,23,45037,text
gptj,"1,008,263",0.16,531,1898,text
clipseg,"921,381",0.146,5,184276,vision
gpt_neo,"838,038",0.133,981,854,text
m2m_100,"818,967",0.13,457,1792,text
blenderbot,"801,990",0.127,56,14321,text
table-transformer,"773,760",0.123,120,6448,text
segformer,"671,716",0.107,576,1166,vision
layoutlmv2,"677,439",0.107,189,3584,vision
detr,"657,012",0.104,629,1044,text
mt5,"628,066",0.1,2444,256,text
gpt_bigcode,"605,864",0.096,239,2534,text
pegasus,"541,880",0.086,720,752,text
owlvit,"498,892",0.079,10,49889,text
codegen,"448,929",0.07100000000000001,159,2823,text
encodec,"433,860",0.06899999999999999,9,48206,text
esm,"430,393",0.068,335,1284,text
wavlm,"421,221",0.067,130,3240,audio
xlnet,"404,409",0.064,302,1339,text
mobilebert,"403,028",0.064,282,1429,text
swin,"390,913",0.062,616,634,vision
pix2struct,"383,067",0.061,79,4848,vision
mpt,"380,621",0.06,255,1492,text
longt5,"340,144",0.054,213,1596,text
fsmt,"330,901",0.052,36,9191,text
blip-2,"325,938",0.052,59,5524,vision
yolos,"321,257",0.051000000000000004,91,3530,text
xlm,"290,134",0.046,48,6044,text
flaubert,"280,853",0.045,77,3647,text
roformer,"268,645",0.043,171,1571,text
sam,"236,855",0.038,25,9474,text
dinov2,"236,197",0.037,20,11809,vision
videomae,"197,902",0.031,333,594,text
encoder-decoder,"187,803",0.03,405,463,text
squeezebert,"175,217",0.027999999999999997,38,4610,text
speech_to_text,"174,347",0.027999999999999997,33,5283,audio
data2vec-text,"174,064",0.027999999999999997,29,6002,text
ibert,"168,315",0.027,26,6473,text
data2vec-audio,"168,262",0.027,38,4427,audio
deit,"162,061",0.026,30,5402,vision
audio-spectrogram-transformer,"161,591",0.026,169,956,audio
vit_mae,"153,801",0.024,28,5492,text
convnextv2,"150,828",0.024,54,2793,vision
nystromformer,"142,088",0.023,27,5262,text
tapas,"136,433",0.022000000000000002,83,1643,vision
mobilenet_v2,"136,630",0.022000000000000002,44,3105,vision
maskformer,"140,231",0.022000000000000002,68,2062,vision
bark,"139,041",0.022000000000000002,16,8690,text
unispeech-sat,"129,696",0.021,86,1508,audio
mask2former,"135,319",0.021,64,2114,text
git,"127,505",0.02,151,844,vision
mobilenet_v1,"121,684",0.019,10,12168,vision
luke,"119,011",0.019,62,1919,text
convnext,"118,522",0.019,173,685,vision
canine,"120,090",0.019,146,822,text
poolformer,"111,787",0.018000000000000002,9,12420,vision
mobilevit,"115,485",0.018000000000000002,48,2405,vision
xglm,"109,089",0.017,137,796,text
vilt,"108,042",0.017,46,2348,vision
levit,"106,963",0.017,14,7640,vision
data2vec-vision,"103,703",0.016,12,8641,vision
wav2vec2-conformer,"92,339",0.015,42,2198,audio
instructblip,"96,055",0.015,17,5650,vision
bridgetower,"92,579",0.015,9,10286,text
transfo-xl,"87,177",0.013999999999999999,19,4588,text
rwkv,"87,169",0.013999999999999999,102,854,text
oneformer,"89,834",0.013999999999999999,12,7486,text
unispeech,"84,945",0.013,124,685,audio
sew-d,"82,192",0.013,25,3287,audio
sew,"82,323",0.013,18,4573,audio
big_bird,"73,751",0.012,319,231,text
perceiver,"71,247",0.011000000000000001,38,1874,vision
led,"66,537",0.011000000000000001,250,266,text
biogpt,"67,596",0.011000000000000001,54,1251,text
rag,"60,686",0.01,17,3569,text
ernie,"65,996",0.01,75,879,text
upernet,"53,941",0.009000000000000001,17,3173,vision
speecht5,"57,724",0.009000000000000001,541,106,audio
xclip,"48,358",0.008,20,2417,text
imagegpt,"49,087",0.008,11,4462,vision
idefics,"53,145",0.008,11,4831,text
lilt,"46,491",0.006999999999999999,125,371,text
cvt,"45,827",0.006999999999999999,20,2291,vision
prophetnet,"39,899",0.006,30,1329,text
openai-gpt,"36,912",0.006,40,922,text
bigbird_pegasus,"40,749",0.006,44,926,text
splinter,"32,948",0.005,34,969,text
regnet,"33,953",0.005,43,789,vision
plbart,"30,300",0.005,91,332,text
musicgen,"32,901",0.005,36,913,text
deformable_detr,"28,629",0.005,22,1301,text
ctrl,"31,366",0.005,33,950,text
clap,"32,615",0.005,13,2508,text
blenderbot-small,"31,148",0.005,20,1557,text
vits,"27,226",0.004,1161,23,text
timesformer,"23,615",0.004,31,761,text
switch_transformers,"24,646",0.004,33,746,text
mvp,"25,211",0.004,28,900,text
bros,"25,625",0.004,6,4270,text
visual_bert,"21,313",0.003,18,1184,text
swinv2,"19,942",0.003,94,212,vision
rembert,"20,506",0.003,28,732,text
pegasus_x,"19,224",0.003,54,356,text
megatron-bert,"15,845",0.003,58,273,text
markuplm,"18,715",0.003,22,850,text
donut-swin,"21,717",0.003,3,7239,text
xlm-roberta-xl,"12,656",0.002,27,468,text
vivit,"10,044",0.002,10,1004,text
vit_msn,"13,765",0.002,10,1376,vision
swin2sr,"11,447",0.002,9,1271,text
speech-encoder-decoder,"10,879",0.002,207,52,audio
roc_bert,"14,865",0.002,21,707,text
persimmon,"10,033",0.002,5,2006,text
nougat,"12,378",0.002,3,4126,text
groupvit,"13,954",0.002,6,2325,text
graphormer,"10,203",0.002,9,1133,text
glpn,"13,019",0.002,59,220,text
funnel,"12,812",0.002,56,228,text
cpmant,"12,398",0.002,1,12398,text
chinese_clip,"12,749",0.002,9,1416,vision
bert-generation,"10,709",0.002,2,5354,text
align,"9,726",0.002,4,2431,vision
yoso,"9,357",0.001,19,492,text
xmod,"8,831",0.001,108,81,text
vitmatte,"8,806",0.001,5,1761,text
vision-text-dual-encoder,"4,074",0.001,55,74,text
roberta-prelayernorm,"4,653",0.001,28,166,text
reformer,"8,566",0.001,20,428,text
nezha,"7,449",0.001,20,372,text
mra,"9,383",0.001,8,1172,text
mobilevitv2,"4,789",0.001,24,199,vision
mgp-str,"5,102",0.001,4,1275,text
mega,"5,924",0.001,29,204,text
lxmert,"8,627",0.001,16,539,text
gpt_neox_japanese,"5,754",0.001,6,959,text
flava,"9,234",0.001,26,355,text
efficientnet,"4,786",0.001,23,208,vision
conditional_detr,"3,250",0.001,17,191,text
xlm-prophetnet,"2,631",0.0,11,239,text
vitdet,0,0.0,0,0,vision
vit_hybrid,0,0.0,0,0,vision
van,309,0.0,11,28,vision
umt5,"1,288",0.0,16,80,text
tvlt,"1,722",0.0,6,287,text
trajectory_transformer,71,0.0,16,4,text
timm_backbone,0,0.0,0,0,vision
time_series_transformer,"1,801",0.0,16,112,text
swiftformer,"1,175",0.0,7,167,vision
speech_to_text_2,0,0.0,0,0,text
retribert,250,0.0,2,125,text
realm,"2,827",0.0,10,282,text
qdqbert,0,0.0,0,0,text
pvt,"1,627",0.0,11,147,vision
pop2piano,0,0.0,0,0,audio
open-llama,22,0.0,3,7,text
nllb-moe,"1,956",0.0,4,489,text
nat,650,0.0,10,65,vision
mctct,226,0.0,10,22,audio
maskformer-swin,0,0.0,0,0,vision
jukebox,"1,666",0.0,6,277,text
informer,"1,159",0.0,3,386,text
gptsan-japanese,"1,380",0.0,3,460,text
gpt-sw3,0,0.0,0,0,text
focalnet,"1,032",0.0,18,57,vision
ernie_m,983,0.0,23,42,text
efficientformer,749,0.0,15,49,vision
dinat,648,0.0,13,49,vision
deta,"3,028",0.0,39,77,text
decision_transformer,"1,491",0.0,1089,1,text
code_llama,0,0.0,1,0,text
bit,"1,973",0.0,13,151,vision
autoformer,"2,922",0.0,7,417,text
altclip,"1,406",0.0,5,281,vision