data_45_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"125,790,277",19.165,30826,4080,text
wav2vec2,"84,044,982",12.805,6977,12046,audio
distilbert,"73,392,598",11.182,12469,5886,text
roberta,"63,941,066",9.742,12095,5286,text
clip,"49,677,282",7.568999999999999,263,188887,vision
gpt2,"29,282,424",4.460999999999999,14968,1956,text
t5,"25,486,783",3.8830000000000005,11598,2197,text
llama,"24,966,870",3.804,11284,2212,text
xlm-roberta,"19,640,003",2.992,5907,3324,text
falcon,"15,954,767",2.431,169,94406,text
mpnet,"11,706,723",1.7840000000000003,1282,9131,text
deberta-v2,"11,375,763",1.733,1351,8420,text
bart,"11,285,226",1.719,3815,2958,text
deberta,"8,694,549",1.325,486,17890,text
albert,"7,275,399",1.1079999999999999,1208,6022,text
vit,"6,414,447",0.9769999999999999,2907,2206,vision
gpt_neox,"6,119,968",0.932,1403,4362,text
electra,"5,759,011",0.877,1591,3619,text
marian,"5,160,328",0.786,2942,1754,text
layoutlmv3,"5,154,692",0.7849999999999999,596,8648,vision
camembert,"4,859,210",0.74,999,4864,text
longformer,"4,423,872",0.674,439,10077,text
vision-encoder-decoder,"4,137,857",0.63,1353,3058,vision
mbart,"4,030,583",0.614,1560,2583,text
dpt,"3,056,280",0.466,24,127345,vision
bloom,"2,375,723",0.362,651,3649,text
opt,"2,369,246",0.361,950,2493,text
convbert,"1,911,315",0.291,65,29404,text
whisper,"1,861,725",0.28400000000000003,5255,354,audio
layoutlm,"1,665,409",0.254,206,8084,vision
hubert,"1,647,807",0.251,586,2811,audio
fnet,"1,646,658",0.251,47,35035,text
blip,"1,596,226",0.243,138,11566,vision
mistral,"1,440,747",0.22,1207,1193,text
resnet,"1,340,671",0.20400000000000001,303,4424,vision
beit,"1,145,397",0.17500000000000002,232,4937,vision
dpr,"1,118,183",0.16999999999999998,119,9396,text
trocr,"1,085,927",0.165,23,47214,text
gptj,"1,054,998",0.161,531,1986,text
clipseg,"977,794",0.149,5,195558,vision
blenderbot,"921,408",0.13999999999999999,56,16453,text
table-transformer,"881,880",0.134,128,6889,text
gpt_neo,"880,547",0.134,988,891,text
m2m_100,"803,432",0.122,459,1750,text
layoutlmv2,"696,980",0.106,218,3197,vision
mt5,"669,382",0.10200000000000001,2497,268,text
gpt_bigcode,"662,491",0.101,244,2715,text
segformer,"599,349",0.091,587,1021,vision
esm,"590,182",0.09,346,1705,text
detr,"583,517",0.089,652,894,text
pegasus,"552,437",0.084,741,745,text
codegen,"497,427",0.076,160,3108,text
owlvit,"486,511",0.074,10,48651,text
encodec,"445,808",0.068,9,49534,text
wavlm,"435,366",0.066,137,3177,audio
mpt,"422,139",0.064,260,1623,text
swin,"405,653",0.062,634,639,vision
mobilebert,"402,387",0.061,287,1402,text
pix2struct,"387,525",0.059000000000000004,83,4668,vision
longt5,"384,263",0.059000000000000004,220,1746,text
audio-spectrogram-transformer,"381,131",0.058,175,2177,audio
fsmt,"338,583",0.052,36,9405,text
yolos,"322,115",0.049,92,3501,text
xlnet,"322,077",0.049,303,1062,text
blip-2,"302,878",0.046,59,5133,vision
xlm,"276,826",0.042,48,5767,text
flaubert,"275,335",0.042,80,3441,text
roformer,"268,305",0.041,171,1569,text
dinov2,"268,837",0.041,16,16802,vision
sam,"242,347",0.037,25,9693,text
videomae,"228,023",0.034999999999999996,340,670,text
encoder-decoder,"200,568",0.031,405,495,text
maskformer,"183,874",0.027999999999999997,68,2704,vision
squeezebert,"174,894",0.027,38,4602,text
speech_to_text,"177,174",0.027,33,5368,audio
ibert,"168,798",0.026,26,6492,text
data2vec-text,"173,640",0.026,29,5987,text
data2vec-audio,"173,175",0.026,38,4557,audio
bark,"170,665",0.026,16,10666,text
deit,"163,614",0.025,30,5453,vision
luke,"160,326",0.024,64,2505,text
nystromformer,"142,369",0.022000000000000002,27,5272,text
mask2former,"142,136",0.022000000000000002,65,2186,text
tapas,"138,165",0.021,83,1664,vision
mobilenet_v2,"139,843",0.021,44,3178,vision
convnextv2,"134,703",0.021,58,2322,vision
vit_mae,"130,609",0.02,28,4664,text
unispeech-sat,"132,258",0.02,86,1537,audio
mobilevit,"132,859",0.02,55,2415,vision
canine,"132,525",0.02,150,883,text
xglm,"126,537",0.019,137,923,text
mobilenet_v1,"123,853",0.019,10,12385,vision
git,"120,719",0.018000000000000002,153,789,vision
convnext,"117,848",0.018000000000000002,173,681,vision
vilt,"113,218",0.017,47,2408,vision
speecht5,"109,545",0.017,547,200,audio
poolformer,"114,777",0.017,9,12753,vision
rwkv,"107,949",0.016,102,1058,text
levit,"107,677",0.016,14,7691,vision
instructblip,"107,825",0.016,17,6342,vision
data2vec-vision,"103,533",0.016,12,8627,vision
wav2vec2-conformer,"95,477",0.015,41,2328,audio
oneformer,"98,405",0.015,13,7569,text
perceiver,"91,208",0.013999999999999999,38,2400,vision
unispeech,"87,004",0.013,124,701,audio
sew-d,"84,404",0.013,25,3376,audio
sew,"84,568",0.013,18,4698,audio
led,"74,259",0.011000000000000001,255,291,text
upernet,"63,112",0.01,17,3712,vision
ernie,"63,384",0.01,75,845,text
bridgetower,"68,432",0.01,9,7603,text
glpn,"58,649",0.009000000000000001,59,994,text
imagegpt,"50,257",0.008,11,4568,vision
idefics,"53,463",0.008,12,4455,text
big_bird,"54,471",0.008,322,169,text
rag,"47,392",0.006999999999999999,17,2787,text
prophetnet,"44,524",0.006999999999999999,30,1484,text
lilt,"46,543",0.006999999999999999,127,366,text
cvt,"46,487",0.006999999999999999,20,2324,vision
biogpt,"43,299",0.006999999999999999,46,941,text
bigbird_pegasus,"44,362",0.006999999999999999,44,1008,text
xclip,"40,440",0.006,20,2022,text
openai-gpt,"36,437",0.006,40,910,text
clap,"36,723",0.006,16,2295,text
vits,"30,601",0.005,1167,26,text
splinter,"33,611",0.005,34,988,text
regnet,"33,946",0.005,43,789,vision
plbart,"36,028",0.005,91,395,text
musicgen,"33,343",0.005,38,877,text
graphormer,"33,461",0.005,9,3717,text
ctrl,"34,140",0.005,33,1034,text
blenderbot-small,"34,404",0.005,20,1720,text
timesformer,"24,686",0.004,35,705,text
switch_transformers,"28,347",0.004,41,691,text
pegasus_x,"23,129",0.004,58,398,text
mvp,"29,257",0.004,28,1044,text
deformable_detr,"27,004",0.004,22,1227,text
visual_bert,"21,320",0.003,18,1184,text
vision-text-dual-encoder,"17,054",0.003,56,304,text
swinv2,"19,762",0.003,94,210,vision
rembert,"22,639",0.003,28,808,text
megatron-bert,"17,351",0.003,58,299,text
markuplm,"19,730",0.003,22,896,text
donut-swin,"21,927",0.003,3,7309,text
bros,"22,585",0.003,6,3764,text
xlm-roberta-xl,"11,604",0.002,27,429,text
vivit,"10,916",0.002,10,1091,text
vitmatte,"11,141",0.002,5,2228,text
vit_msn,"14,530",0.002,10,1453,vision
transfo-xl,"15,461",0.002,19,813,text
swin2sr,"10,793",0.002,9,1199,text
speech-encoder-decoder,"12,119",0.002,207,58,audio
roc_bert,"16,227",0.002,21,772,text
persimmon,"13,981",0.002,5,2796,text
nougat,"12,863",0.002,3,4287,text
mgp-str,"10,063",0.002,4,2515,text
groupvit,"15,015",0.002,6,2502,text
funnel,"13,018",0.002,56,232,text
flava,"11,716",0.002,26,450,text
cpmant,"12,504",0.002,1,12504,text
chinese_clip,"12,881",0.002,9,1431,vision
bert-generation,"11,350",0.002,2,5675,text
align,"14,455",0.002,4,3613,vision
yoso,"9,616",0.001,20,480,text
xmod,"7,904",0.001,108,73,text
roberta-prelayernorm,"5,464",0.001,31,176,text
reformer,"9,116",0.001,20,455,text
nezha,"8,234",0.001,20,411,text
mra,"9,429",0.001,8,1178,text
mobilevitv2,"4,734",0.001,27,175,vision
mega,"6,335",0.001,29,218,text
lxmert,"9,634",0.001,16,602,text
gpt_neox_japanese,"5,822",0.001,6,970,text
efficientnet,"5,490",0.001,23,238,vision
deta,"3,313",0.001,39,84,text
conditional_detr,"3,598",0.001,17,211,text
xlm-prophetnet,"2,336",0.0,11,212,text
vitdet,0,0.0,0,0,vision
vit_hybrid,0,0.0,0,0,vision
van,282,0.0,11,25,vision
umt5,"1,283",0.0,16,80,text
tvlt,"1,588",0.0,6,264,text
trajectory_transformer,77,0.0,16,4,text
timm_backbone,0,0.0,0,0,vision
time_series_transformer,"1,817",0.0,16,113,text
swiftformer,"1,504",0.0,7,214,vision
speech_to_text_2,0,0.0,0,0,text
retribert,300,0.0,2,150,text
realm,"2,598",0.0,10,259,text
qdqbert,0,0.0,0,0,text
pvt,"1,417",0.0,11,128,vision
pop2piano,0,0.0,0,0,audio
open-llama,16,0.0,3,5,text
nllb-moe,"1,825",0.0,4,456,text
nat,796,0.0,10,79,vision
mctct,244,0.0,10,24,audio
maskformer-swin,0,0.0,0,0,vision
jukebox,"1,547",0.0,6,257,text
informer,"1,173",0.0,3,391,text
gptsan-japanese,"1,288",0.0,3,429,text
gpt-sw3,0,0.0,0,0,text
focalnet,922,0.0,18,51,vision
ernie_m,"1,263",0.0,23,54,text
efficientformer,753,0.0,15,50,vision
dinat,830,0.0,13,63,vision
decision_transformer,"1,380",0.0,1089,1,text
code_llama,0,0.0,0,0,text
bit,"2,074",0.0,13,159,vision
autoformer,"2,755",0.0,7,393,text
altclip,"1,396",0.0,5,279,vision