data_11_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"145,848,265",41.327000000000005,18310,7965,text
xlm-roberta,"26,305,472",7.454,2826,9308,text
gpt2,"25,126,563",7.12,9644,2605,text
roberta,"22,735,133",6.442,6662,3412,text
distilbert,"21,169,629",5.9990000000000006,6446,3284,text
t5,"18,854,722",5.343,5349,3524,text
clip,"16,286,572",4.614999999999999,86,189378,vision
bart,"10,190,854",2.888,2352,4332,text
layoutlmv3,"7,473,381",2.118,185,40396,vision
marian,"6,885,291",1.951,2077,3315,text
albert,"5,622,605",1.593,819,6865,text
wav2vec2,"5,437,157",1.541,4933,1102,audio
electra,"4,452,142",1.262,1174,3792,text
mpnet,"2,884,124",0.8170000000000001,497,5803,text
vit,"2,294,461",0.65,871,2634,vision
gptj,"2,184,197",0.619,241,9063,text
layoutlm,"1,972,506",0.559,100,19725,vision
camembert,"1,881,063",0.5329999999999999,567,3317,text
deberta-v2,"1,697,380",0.481,571,2972,text
deberta,"1,496,195",0.424,288,5195,text
longformer,"1,440,359",0.40800000000000003,218,6607,text
opt,"1,414,779",0.40099999999999997,294,4812,text
pegasus,"1,046,390",0.297,481,2175,text
vision-encoder-decoder,"984,656",0.27899999999999997,406,2425,vision
dpr,"959,185",0.272,93,10313,text
gpt_neo,"841,664",0.23800000000000002,434,1939,text
bloom,"671,308",0.19,225,2983,text
convbert,"656,318",0.186,48,13673,text
openai-gpt,"649,795",0.184,9,72199,text
m2m_100,"638,882",0.181,299,2136,text
fsmt,"595,898",0.169,30,19863,text
blenderbot,"517,333",0.147,32,16166,text
fnet,"476,603",0.135,33,14442,text
layoutlmv2,"434,599",0.123,127,3422,vision
gpt_neox,"433,324",0.123,181,2394,text
mbart,"431,362",0.122,613,703,text
mt5,"411,022",0.116,1633,251,text
visual_bert,"388,208",0.11,15,25880,text
hubert,"362,539",0.10300000000000001,150,2416,audio
beit,"325,698",0.092,118,2760,vision
detr,"300,681",0.08499999999999999,111,2708,text
resnet,"297,368",0.084,106,2805,vision
esm,"288,033",0.082,89,3236,text
ernie,"290,985",0.082,47,6191,text
xlnet,"283,943",0.08,202,1405,text
whisper,"271,537",0.077,1677,161,audio
longt5,"268,565",0.076,71,3782,text
funnel,"252,044",0.07100000000000001,39,6462,text
wavlm,"241,338",0.068,88,2742,audio
mobilebert,"221,164",0.063,237,933,text
segformer,"218,725",0.062,236,926,vision
maskformer,"218,496",0.062,31,7048,vision
encoder-decoder,"220,210",0.062,329,669,text
codegen,"215,490",0.061,81,2660,text
yolos,"200,124",0.056999999999999995,22,9096,text
clipseg,"197,586",0.055999999999999994,3,65862,vision
xlm,"186,530",0.053,27,6908,text
roformer,"184,487",0.052,28,6588,text
flaubert,"176,283",0.05,40,4407,text
data2vec-text,"153,213",0.043,22,6964,text
squeezebert,"149,411",0.042,22,6791,text
led,"133,020",0.038,146,911,text
ibert,"128,916",0.037,14,9208,text
blip,"130,621",0.037,17,7683,vision
swin,"127,029",0.036000000000000004,261,486,vision
bigbird_pegasus,"119,902",0.034,24,4995,text
big_bird,"115,204",0.033,175,658,text
owlvit,"112,809",0.032,7,16115,text
deit,"102,289",0.029,15,6819,vision
vit_mae,"99,393",0.027999999999999997,8,12424,text
nystromformer,"85,130",0.024,20,4256,text
convnext,"86,020",0.024,105,819,vision
plbart,"81,349",0.023,72,1129,text
audio-spectrogram-transformer,"80,809",0.023,19,4253,audio
trocr,"78,785",0.022000000000000002,15,5252,text
table-transformer,"76,413",0.022000000000000002,13,5877,text
mobilevit,"69,643",0.02,17,4096,vision
data2vec-vision,"70,529",0.02,9,7836,vision
tapas,"67,046",0.019,71,944,vision
mobilenet_v2,"63,982",0.018000000000000002,14,4570,vision
levit,"62,456",0.018000000000000002,11,5677,vision
data2vec-audio,"65,111",0.018000000000000002,25,2604,audio
unispeech-sat,"61,206",0.017,76,805,audio
poolformer,"59,323",0.017,7,8474,vision
mvp,"58,867",0.017,22,2675,text
mobilenet_v1,"56,476",0.016,4,14119,vision
vilt,"53,902",0.015,16,3368,vision
rembert,"54,527",0.015,21,2596,text
xglm,"47,394",0.013,51,929,text
dpt,"44,535",0.013,8,5566,vision
speech_to_text,"41,685",0.012,29,1437,audio
perceiver,"42,673",0.012,30,1422,vision
luke,"40,879",0.012,46,888,text
biogpt,"41,192",0.012,12,3432,text
timesformer,"34,900",0.01,17,2052,text
switch_transformers,"35,438",0.01,24,1476,text
prophetnet,"35,553",0.01,19,1871,text
pegasus_x,"34,849",0.01,11,3168,text
megatron-bert,"36,506",0.01,34,1073,text
markuplm,"34,758",0.01,10,3475,text
lxmert,"36,736",0.01,13,2825,text
wav2vec2-conformer,"31,904",0.009000000000000001,26,1227,audio
unispeech,"30,945",0.009000000000000001,120,257,audio
git,"30,200",0.009000000000000001,26,1161,text
ctrl,"31,794",0.009000000000000001,27,1177,text
blenderbot-small,"32,719",0.009000000000000001,12,2726,text
sew-d,"27,721",0.008,23,1205,audio
sew,"27,752",0.008,15,1850,audio
regnet,"27,273",0.008,37,737,vision
xclip,"23,038",0.006999999999999999,19,1212,text
splinter,"25,067",0.006999999999999999,31,808,text
rag,"24,092",0.006999999999999999,16,1505,text
nezha,"25,741",0.006999999999999999,12,2145,text
blip-2,"26,391",0.006999999999999999,11,2399,text
xlm-roberta-xl,"21,101",0.006,16,1318,text
reformer,"22,259",0.006,16,1391,text
groupvit,"21,387",0.006,5,4277,text
deformable_detr,"19,545",0.006,9,2171,text
canine,"22,286",0.006,35,636,text
videomae,"18,192",0.005,57,319,text
transfo-xl,"17,701",0.005,15,1180,text
mask2former,"17,098",0.005,30,569,text
lilt,"17,624",0.005,47,374,text
flava,"18,478",0.005,4,4619,text
cvt,"18,521",0.005,13,1424,vision
yoso,"14,449",0.004,13,1111,text
vit_msn,"15,865",0.004,7,2266,vision
swinv2,"15,039",0.004,31,485,vision
roc_bert,"12,443",0.004,13,957,text
glpn,"15,356",0.004,41,374,text
donut-swin,"14,624",0.004,2,7312,text
bert-generation,"15,497",0.004,2,7748,text
speech-encoder-decoder,"10,622",0.003,177,60,audio
retribert,"10,076",0.003,2,5038,text
imagegpt,"10,955",0.003,8,1369,vision
xmod,"7,354",0.002,9,817,text
van,"5,493",0.002,8,686,vision
swin2sr,"5,883",0.002,7,840,text
speecht5,"6,703",0.002,3,2234,audio
mctct,"5,621",0.002,8,702,audio
gpt_neox_japanese,"8,408",0.002,3,2802,text
conditional_detr,"6,671",0.002,4,1667,text
vision-text-dual-encoder,"3,575",0.001,23,155,text
upernet,"2,806",0.001,9,311,vision
oneformer,"4,790",0.001,7,684,text
chinese_clip,"4,573",0.001,4,1143,vision
xlm-prophetnet,516,0.0,10,51,text
vit_hybrid,0,0.0,0,0,vision
trajectory_transformer,227,0.0,16,14,text
time_series_transformer,"1,144",0.0,4,286,text
speech_to_text_2,0,0.0,0,0,text
roberta-prelayernorm,"1,071",0.0,12,89,text
realm,"1,328",0.0,10,132,text
qdqbert,0,0.0,0,0,text
nat,348,0.0,4,87,vision
maskformer-swin,0,0.0,0,0,vision
jukebox,"1,580",0.0,6,263,text
graphormer,329,0.0,2,164,text
gpt-sw3,0,0.0,0,0,text
efficientformer,230,0.0,3,76,vision
dinat,342,0.0,7,48,vision
deta,563,0.0,6,93,text
decision_transformer,"1,342",0.0,43,31,text
bridgetower,"1,691",0.0,5,338,text
bit,269,0.0,1,269,vision
altclip,"1,239",0.0,2,619,vision