data_8_2024.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"149,683,308",18.614,40431,3702,text
roberta,"111,010,043",13.805,14781,7510,text
wav2vec2,"101,760,985",12.655,7771,13094,audio
clip,"93,218,624",11.591999999999999,370,251942,vision
distilbert,"60,198,162",7.486,16261,3701,text
marian,"29,711,006",3.695,3271,9083,text
gpt2,"28,000,353",3.4819999999999998,18174,1540,text
xlm-roberta,"21,838,357",2.716,7617,2867,text
llama,"20,353,774",2.5309999999999997,22152,918,text
t5,"19,641,640",2.443,14264,1377,text
vit,"17,176,188",2.136,4917,3493,vision
layoutlmv3,"14,397,605",1.79,799,18019,vision
mpnet,"11,294,492",1.405,1544,7315,text
bart,"9,744,447",1.212,4443,2193,text
deberta-v2,"8,804,193",1.095,2023,4352,text
deberta,"7,953,865",0.989,528,15064,text
albert,"7,951,818",0.989,1059,7508,text
mistral,"7,877,133",0.98,8113,970,text
camembert,"7,465,618",0.928,1258,5934,text
electra,"4,893,589",0.609,1725,2836,text
longformer,"4,604,400",0.573,481,9572,text
whisper,"3,832,896",0.477,6976,549,audio
opt,"3,787,334",0.471,1517,2496,text
vision-encoder-decoder,"3,531,145",0.439,1936,1823,vision
owlvit,"3,425,671",0.426,11,311424,text
layoutlmv2,"2,760,392",0.34299999999999997,263,10495,vision
blip,"2,542,065",0.316,185,13740,vision
vits,"2,488,234",0.309,1275,1951,text
falcon,"2,154,643",0.268,370,5823,text
layoutlm,"2,147,710",0.267,249,8625,vision
clipseg,"2,116,886",0.263,8,264610,vision
beit,"2,088,411",0.26,938,2226,vision
bloom,"2,021,245",0.251,852,2372,text
gpt_neox,"1,958,157",0.244,1841,1063,text
convbert,"1,929,351",0.24,62,31118,text
fnet,"1,913,838",0.23800000000000002,38,50364,text
table-transformer,"1,850,998",0.22999999999999998,179,10340,text
m2m_100,"1,651,934",0.20500000000000002,596,2771,text
wavlm,"1,523,166",0.189,128,11899,audio
encodec,"1,468,374",0.183,8,183546,text
esm,"1,355,355",0.169,769,1762,text
sam,"1,235,409",0.154,42,29414,text
hubert,"1,222,582",0.152,776,1575,audio
mt5,"1,071,663",0.133,2975,360,text
detr,"979,355",0.122,853,1148,text
trocr,"895,491",0.11100000000000002,28,31981,text
resnet,"875,167",0.109,443,1975,vision
segformer,"701,285",0.087,829,845,vision
gpt_neo,"672,852",0.084,1042,645,text
bark,"505,940",0.063,17,29761,text
longt5,"494,959",0.062,256,1933,text
gptj,"490,989",0.061,549,894,text
speecht5,"455,099",0.056999999999999995,712,639,audio
dpt,"456,488",0.056999999999999995,29,15740,vision
xlnet,"431,584",0.054,339,1273,text
dinov2,"397,215",0.049,62,6406,vision
yolos,"349,359",0.043,120,2911,text
mbart,"336,553",0.042,1723,195,text
mask2former,"329,063",0.041,70,4700,text
musicgen,"324,124",0.04,59,5493,text
git,"318,200",0.04,212,1500,vision
blip-2,"322,734",0.04,83,3888,vision
pegasus,"311,307",0.039,814,382,text
swinv2,"302,860",0.038,116,2610,vision
mobilebert,"302,003",0.038,315,958,text
swin,"295,428",0.037,812,363,vision
encoder-decoder,"272,157",0.034,451,603,text
videomae,"254,742",0.032,483,527,text
mpt,"258,856",0.032,285,908,text
vilt,"235,258",0.029,63,3734,vision
bit,"237,082",0.029,10,23708,vision
vit_mae,"220,810",0.027,28,7886,text
pix2struct,"214,042",0.027,125,1712,vision
openai-gpt,"196,476",0.024,38,5170,text
dpr,"184,769",0.023,121,1527,text
luke,"173,535",0.022000000000000002,87,1994,text
blenderbot,"174,720",0.022000000000000002,62,2818,text
convnext,"171,857",0.021,222,774,vision
instructblip,"144,118",0.018000000000000002,20,7205,vision
xglm,"139,541",0.017,152,918,text
upernet,"138,607",0.017,17,8153,vision
fsmt,"139,417",0.017,34,4100,text
codegen,"139,278",0.017,206,676,text
tapas,"129,049",0.016,80,1613,vision
unispeech-sat,"114,652",0.013999999999999999,79,1451,audio
swin2sr,"110,565",0.013999999999999999,14,7897,text
mobilenet_v2,"108,616",0.013999999999999999,59,1840,vision
flaubert,"111,279",0.013999999999999999,89,1250,text
biogpt,"109,325",0.013999999999999999,77,1419,text
gpt_bigcode,"104,016",0.013,343,303,text
audio-spectrogram-transformer,"108,267",0.013,226,479,audio
mobilevit,"97,331",0.012,62,1569,vision
led,"88,010",0.011000000000000001,276,318,text
nougat,"79,931",0.01,11,7266,text
canine,"80,032",0.01,161,497,text
xclip,"70,617",0.009000000000000001,26,2716,text
rwkv,"64,636",0.008,115,562,text
mobilenet_v1,"57,310",0.006999999999999999,9,6367,vision
maskformer,"51,671",0.006,73,707,vision
clap,"45,109",0.006,18,2506,text
rag,"42,607",0.005,34,1253,text
perceiver,"37,592",0.005,30,1253,vision
oneformer,"40,138",0.005,12,3344,text
efficientnet,"36,667",0.005,30,1222,vision
prophetnet,"29,940",0.004,27,1108,text
deit,"31,080",0.004,59,526,vision
deformable_detr,"28,432",0.004,25,1137,text
bros,"33,595",0.004,4,8398,text
bridgetower,"36,028",0.004,9,4003,text
bigbird_pegasus,"32,524",0.004,38,855,text
wav2vec2-conformer,"20,324",0.003,38,534,audio
vitmatte,"25,890",0.003,9,2876,text
timesformer,"21,709",0.003,35,620,text
switch_transformers,"24,235",0.003,41,591,text
sew-d,"26,599",0.003,22,1209,audio
plbart,"23,822",0.003,139,171,text
pegasus_x,"20,684",0.003,57,362,text
mvp,"20,904",0.003,24,871,text
idefics,"24,554",0.003,12,2046,text
ernie,"28,039",0.003,79,354,text
convnextv2,"24,838",0.003,84,295,vision
blenderbot-small,"25,151",0.003,16,1571,text
big_bird,"24,303",0.003,329,73,text
align,"22,452",0.003,3,7484,vision
xlm-roberta-xl,"17,062",0.002,21,812,text
xlm,"16,091",0.002,41,392,text
transfo-xl,"16,920",0.002,16,1057,text
speech_to_text,"15,116",0.002,36,419,audio
roformer,"14,241",0.002,174,81,text
megatron-bert,"14,848",0.002,65,228,text
lilt,"17,970",0.002,154,116,text
glpn,"13,668",0.002,22,621,text
ctrl,"19,841",0.002,29,684,text
autoformer,"17,578",0.002,7,2511,text
xmod,"8,024",0.001,104,77,text
vivit,"7,054",0.001,25,282,text
visual_bert,"10,967",0.001,15,731,text
vision-text-dual-encoder,"4,571",0.001,63,72,text
unispeech,"10,202",0.001,119,85,audio
squeezebert,"8,521",0.001,31,274,text
splinter,"4,456",0.001,31,143,text
sew,"10,829",0.001,15,721,audio
reformer,"5,708",0.001,17,335,text
persimmon,"7,615",0.001,4,1903,text
mra,"6,045",0.001,2,3022,text
mobilevitv2,"7,303",0.001,28,260,vision
mega,"4,851",0.001,32,151,text
mctct,"6,924",0.001,8,865,audio
markuplm,"8,124",0.001,19,427,text
lxmert,"5,310",0.001,12,442,text
ibert,"6,437",0.001,19,338,text
funnel,"8,659",0.001,51,169,text
flava,"11,384",0.001,24,474,text
data2vec-vision,"4,152",0.001,8,519,vision
data2vec-audio,"7,632",0.001,30,254,audio
cvt,"9,652",0.001,20,482,vision
cpmant,"7,379",0.001,1,7379,text
chinese_clip,"8,612",0.001,11,782,vision
bert-generation,"7,428",0.001,2,3714,text
yoso,"3,466",0.0,14,247,text
xlm-prophetnet,"1,309",0.0,10,130,text
vitdet,0,0.0,0,0,vision
vit_msn,"1,020",0.0,8,127,vision
vit_hybrid,0,0.0,0,0,vision
van,"1,686",0.0,26,64,vision
umt5,"1,080",0.0,34,31,text
tvlt,"1,862",0.0,4,465,text
trajectory_transformer,167,0.0,16,10,text
timm_backbone,0,0.0,0,0,vision
time_series_transformer,"1,744",0.0,17,102,text
swiftformer,"2,598",0.0,10,259,vision
speech_to_text_2,2,0.0,1,2,text
speech-encoder-decoder,"2,853",0.0,206,13,audio
roc_bert,"1,803",0.0,14,128,text
roberta-prelayernorm,"1,115",0.0,23,48,text
retribert,306,0.0,2,153,text
rembert,"1,529",0.0,21,72,text
regnet,"1,717",0.0,41,41,vision
realm,"2,246",0.0,10,224,text
qdqbert,0,0.0,0,0,text
pvt,"1,969",0.0,9,218,vision
pop2piano,0,0.0,0,0,audio
poolformer,"1,088",0.0,7,155,vision
open-llama,"1,297",0.0,5,259,text
nystromformer,"2,169",0.0,22,98,text
nllb-moe,477,0.0,4,119,text
nezha,"2,112",0.0,12,176,text
nat,379,0.0,13,29,vision
mgp-str,"3,615",0.0,4,903,text
maskformer-swin,0,0.0,0,0,vision
levit,"1,090",0.0,10,109,vision
jukebox,"1,450",0.0,6,241,text
informer,"1,738",0.0,3,579,text
imagegpt,"2,143",0.0,7,306,vision
groupvit,"1,695",0.0,4,423,text
graphormer,"1,119",0.0,9,124,text
gptsan-japanese,"1,116",0.0,2,558,text
gpt_neox_japanese,"3,049",0.0,4,762,text
gpt-sw3,0,0.0,0,0,text
focalnet,715,0.0,14,51,vision
ernie_m,355,0.0,18,19,text
efficientformer,250,0.0,14,17,vision
donut-swin,535,0.0,6,89,text
dinat,408,0.0,14,29,vision
deta,"3,795",0.0,45,84,text
decision_transformer,"1,242",0.0,381,3,text
data2vec-text,958,0.0,21,45,text
conditional_detr,"3,659",0.0,36,101,text
code_llama,0,0.0,1,0,text
altclip,"3,092",0.0,4,773,vision