data_47_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"132,569,480",19.401,33750,3927,text
wav2vec2,"86,329,153",12.634,7086,12183,audio
distilbert,"78,735,468",11.523,12840,6132,text
roberta,"69,134,018",10.118,12483,5538,text
clip,"54,199,970",7.932,272,199264,vision
gpt2,"33,195,479",4.858,15259,2175,text
t5,"25,726,374",3.765,11916,2158,text
llama,"20,749,998",3.037,12475,1663,text
xlm-roberta,"18,506,737",2.708,6063,3052,text
bart,"15,505,826",2.2689999999999997,3886,3990,text
mpnet,"11,182,699",1.637,1315,8503,text
deberta-v2,"9,967,656",1.459,1531,6510,text
falcon,"9,718,094",1.422,209,46498,text
deberta,"8,315,299",1.217,493,16866,text
vit,"8,155,952",1.194,3302,2470,vision
marian,"6,428,827",0.941,2973,2162,text
layoutlmv3,"5,877,579",0.86,610,9635,vision
electra,"5,844,616",0.855,1606,3639,text
camembert,"5,679,351",0.831,1046,5429,text
mbart,"4,846,929",0.709,1572,3083,text
vision-encoder-decoder,"4,253,523",0.622,1443,2947,vision
albert,"3,972,652",0.581,1013,3921,text
longformer,"3,599,905",0.527,466,7725,text
resnet,"3,548,810",0.519,325,10919,vision
gpt_neox,"3,305,082",0.484,1463,2259,text
whisper,"2,897,938",0.424,5375,539,audio
opt,"2,417,430",0.35400000000000004,989,2444,text
bloom,"2,340,010",0.34199999999999997,680,3441,text
dpt,"2,304,449",0.337,26,88632,vision
convbert,"2,212,499",0.32399999999999995,65,34038,text
fnet,"1,975,113",0.28900000000000003,47,42023,text
blip,"1,941,447",0.28400000000000003,144,13482,vision
esm,"1,914,354",0.27999999999999997,357,5362,text
mistral,"1,835,257",0.269,1619,1133,text
hubert,"1,678,515",0.246,642,2614,audio
table-transformer,"1,661,232",0.243,149,11149,text
mt5,"1,636,073",0.23900000000000002,2644,618,text
layoutlm,"1,536,919",0.22499999999999998,204,7533,vision
audio-spectrogram-transformer,"1,436,173",0.21,186,7721,audio
trocr,"1,129,286",0.165,27,41825,text
gptj,"1,123,758",0.164,537,2092,text
beit,"1,104,829",0.16199999999999998,261,4233,vision
clipseg,"1,029,558",0.151,5,205911,vision
gpt_neo,"1,009,033",0.148,992,1017,text
m2m_100,"962,768",0.14100000000000001,479,2009,text
blenderbot,"962,688",0.14100000000000001,56,17190,text
segformer,"954,002",0.13999999999999999,607,1571,vision
layoutlmv2,"878,422",0.129,226,3886,vision
dinov2,"814,232",0.11900000000000001,28,29079,vision
owlvit,"785,560",0.11499999999999999,13,60427,text
detr,"728,773",0.107,722,1009,text
gpt_bigcode,"699,783",0.10200000000000001,256,2733,text
encodec,"567,106",0.083,9,63011,text
dpr,"538,141",0.079,119,4522,text
pegasus,"503,820",0.074,753,669,text
mpt,"442,863",0.065,262,1690,text
longt5,"429,365",0.063,226,1899,text
codegen,"431,867",0.063,161,2682,text
yolos,"398,710",0.058,92,4333,text
pix2struct,"397,969",0.058,86,4627,vision
fsmt,"399,197",0.058,37,10789,text
swin,"383,275",0.055999999999999994,658,582,vision
mobilebert,"362,983",0.053,292,1243,text
blip-2,"330,015",0.048,59,5593,vision
xlnet,"278,249",0.041,311,894,text
wavlm,"250,826",0.037,134,1871,audio
flaubert,"250,017",0.037,87,2873,text
videomae,"244,178",0.036000000000000004,368,663,text
roformer,"237,057",0.034999999999999996,171,1386,text
maskformer,"235,940",0.034999999999999996,69,3419,vision
git,"240,034",0.034999999999999996,164,1463,vision
xlm,"229,192",0.034,48,4774,text
sam,"227,453",0.033,29,7843,text
bark,"223,002",0.033,16,13937,text
luke,"218,142",0.032,78,2796,text
speecht5,"210,087",0.031,572,367,audio
vit_mae,"195,000",0.029,28,6964,text
encoder-decoder,"199,556",0.029,408,489,text
mask2former,"186,351",0.027,68,2740,text
data2vec-audio,"175,870",0.026,38,4628,audio
squeezebert,"173,470",0.025,38,4565,text
ibert,"168,789",0.025,26,6491,text
speech_to_text,"159,345",0.023,34,4686,audio
data2vec-text,"150,495",0.022000000000000002,29,5189,text
canine,"153,412",0.022000000000000002,150,1022,text
deit,"144,035",0.021,30,4801,vision
xglm,"136,217",0.02,137,994,text
nystromformer,"138,397",0.02,27,5125,text
tapas,"132,953",0.019,84,1582,vision
mobilevit,"127,074",0.019,60,2117,vision
mobilenet_v2,"132,414",0.019,48,2758,vision
unispeech-sat,"123,704",0.018000000000000002,86,1438,audio
convnext,"116,579",0.017,176,662,vision
vilt,"112,033",0.016,55,2036,vision
rwkv,"110,956",0.016,104,1066,text
poolformer,"105,919",0.016,9,11768,vision
perceiver,"106,061",0.016,38,2791,vision
mobilenet_v1,"107,208",0.016,10,10720,vision
led,"100,931",0.015,262,385,text
instructblip,"104,792",0.015,18,5821,vision
wav2vec2-conformer,"92,395",0.013999999999999999,43,2148,audio
levit,"97,561",0.013999999999999999,14,6968,vision
data2vec-vision,"93,380",0.013999999999999999,12,7781,vision
convnextv2,"89,411",0.013,61,1465,vision
unispeech,"82,889",0.012,124,668,audio
sew-d,"79,197",0.012,25,3167,audio
sew,"79,316",0.012,18,4406,audio
big_bird,"80,528",0.012,323,249,text
biogpt,"69,734",0.01,49,1423,text
glpn,"61,351",0.009000000000000001,61,1005,text
ernie,"64,436",0.009000000000000001,78,826,text
bigbird_pegasus,"61,849",0.009000000000000001,45,1374,text
clap,"51,669",0.008,16,3229,text
bridgetower,"53,585",0.008,9,5953,text
xclip,"49,025",0.006999999999999999,20,2451,text
upernet,"49,822",0.006999999999999999,17,2930,vision
splinter,"47,467",0.006999999999999999,34,1396,text
rag,"47,066",0.006999999999999999,20,2353,text
oneformer,"50,490",0.006999999999999999,13,3883,text
lilt,"47,483",0.006999999999999999,133,357,text
cvt,"47,648",0.006999999999999999,20,2382,vision
mvp,"41,377",0.006,28,1477,text
musicgen,"38,650",0.006,45,858,text
imagegpt,"43,268",0.006,11,3933,vision
idefics,"44,352",0.006,11,4032,text
vits,"30,927",0.005,1170,26,text
swin2sr,"36,559",0.005,15,2437,text
rembert,"32,797",0.005,28,1171,text
regnet,"30,796",0.005,43,716,vision
prophetnet,"35,545",0.005,30,1184,text
openai-gpt,"35,464",0.005,40,886,text
graphormer,"32,364",0.005,9,3596,text
funnel,"34,808",0.005,56,621,text
ctrl,"35,524",0.005,33,1076,text
yoso,"27,613",0.004,20,1380,text
timesformer,"25,436",0.004,35,726,text
switch_transformers,"26,357",0.004,41,642,text
roc_bert,"30,581",0.004,21,1456,text
plbart,"29,088",0.004,93,312,text
pegasus_x,"26,644",0.004,48,555,text
nougat,"26,818",0.004,5,5363,text
nezha,"24,904",0.004,20,1245,text
mega,"28,178",0.004,28,1006,text
blenderbot-small,"29,218",0.004,20,1460,text
align,"26,716",0.004,4,6679,vision
visual_bert,"18,988",0.003,18,1054,text
vision-text-dual-encoder,"17,204",0.003,60,286,text
swinv2,"23,526",0.003,95,247,vision
roberta-prelayernorm,"23,564",0.003,30,785,text
megatron-bert,"18,736",0.003,60,312,text
donut-swin,"19,972",0.003,6,3328,text
bros,"19,834",0.003,6,3305,text
xmod,"10,847",0.002,108,100,text
vivit,"11,168",0.002,15,744,text
vitmatte,"12,561",0.002,5,2512,text
vit_msn,"11,428",0.002,10,1142,vision
transfo-xl,"14,025",0.002,20,701,text
speech-encoder-decoder,"13,316",0.002,207,64,audio
persimmon,"16,358",0.002,6,2726,text
mra,"10,294",0.002,8,1286,text
mgp-str,"10,622",0.002,4,2655,text
markuplm,"16,466",0.002,23,715,text
groupvit,"14,730",0.002,6,2455,text
flava,"12,956",0.002,26,498,text
cpmant,"12,625",0.002,1,12625,text
chinese_clip,"12,568",0.002,9,1396,vision
xlm-roberta-xl,"9,554",0.001,27,353,text
reformer,"9,715",0.001,20,485,text
mobilevitv2,"4,489",0.001,27,166,vision
lxmert,"9,813",0.001,16,613,text
gpt_neox_japanese,"6,174",0.001,6,1029,text
efficientnet,"8,759",0.001,24,364,vision
deformable_detr,"8,213",0.001,22,373,text
conditional_detr,"3,951",0.001,20,197,text
bert-generation,"10,092",0.001,2,5046,text
xlm-prophetnet,"2,050",0.0,11,186,text
vitdet,0,0.0,0,0,vision
vit_hybrid,0,0.0,0,0,vision
van,842,0.0,11,76,vision
umt5,106,0.0,17,6,text
tvlt,"1,626",0.0,6,271,text
trajectory_transformer,143,0.0,16,8,text
timm_backbone,0,0.0,0,0,vision
time_series_transformer,"1,775",0.0,16,110,text
swiftformer,"2,391",0.0,7,341,vision
speech_to_text_2,0,0.0,0,0,text
retribert,219,0.0,2,109,text
realm,"2,577",0.0,10,257,text
qdqbert,0,0.0,0,0,text
pvt,"1,405",0.0,11,127,vision
pop2piano,0,0.0,0,0,audio
open-llama,45,0.0,3,15,text
nllb-moe,"1,010",0.0,4,252,text
nat,887,0.0,10,88,vision
mctct,189,0.0,10,18,audio
maskformer-swin,0,0.0,0,0,vision
jukebox,"1,523",0.0,6,253,text
informer,"1,181",0.0,3,393,text
gptsan-japanese,"1,466",0.0,3,488,text
gpt-sw3,0,0.0,0,0,text
focalnet,"1,163",0.0,18,64,vision
ernie_m,"1,722",0.0,23,74,text
efficientformer,"1,336",0.0,15,89,vision
dinat,"1,015",0.0,13,78,vision
deta,"3,298",0.0,39,84,text
decision_transformer,"1,440",0.0,1089,1,text
code_llama,0,0.0,0,0,text
bit,"2,450",0.0,13,188,vision
autoformer,"2,577",0.0,7,368,text
altclip,"1,897",0.0,5,379,vision