data_4_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"68,508,480",27.954,16137,4245.43,text
t5,"22,943,916",9.362,4421,5189.76,text
distilbert,"22,440,566",9.157,5063,4432.27,text
roberta,"22,413,392",9.146,6063,3696.75,text
xlm-roberta,"20,812,889",8.491999999999999,2224,9358.31,text
gpt2,"18,082,938",7.379,8689,2081.13,text
clip,"13,622,606",5.559,73,186611.04,vision
bart,"9,650,192",3.9379999999999997,2116,4560.58,text
camembert,"4,225,109",1.7239999999999998,481,8784.01,text
albert,"3,792,453",1.547,712,5326.48,text
marian,"3,374,498",1.377,1943,1736.75,text
wav2vec2,"3,365,083",1.373,4568,736.66,audio
layoutlmv3,"2,882,391",1.176,111,25967.49,text
mpnet,"2,715,968",1.1079999999999999,390,6964.02,text
m2m_100,"2,234,098",0.9119999999999999,260,8592.68,text
electra,"1,997,424",0.815,1063,1879.04,text
xlnet,"1,783,561",0.728,180,9908.67,text
gpt_neo,"1,437,390",0.587,366,3927.3,text
deberta-v2,"1,396,288",0.5700000000000001,481,2902.89,text
vit,"1,369,009",0.559,696,1966.97,vision
layoutlm,"1,268,615",0.518,81,15661.91,text
deberta,"1,245,073",0.508,264,4716.19,text
gptj,"1,224,798",0.5,164,7468.28,text
layoutlmv2,"1,220,849",0.498,113,10803.97,text
vision-encoder-decoder,"1,088,315",0.44400000000000006,316,3444.03,vision
hubert,"998,787",0.40800000000000003,142,7033.71,audio
longformer,"836,582",0.34099999999999997,195,4290.16,text
beit,"751,487",0.307,70,10735.53,vision
opt,"663,681",0.271,248,2676.13,text
pegasus,"616,748",0.252,438,1408.1,text
mt5,"577,778",0.23600000000000002,1058,546.1,text
mbart,"415,275",0.169,431,963.52,text
detr,"390,419",0.159,43,9079.51,text
encoder-decoder,"289,814",0.11800000000000001,297,975.8,text
wavlm,"287,410",0.117,80,3592.62,audio
dpr,"281,126",0.11499999999999999,84,3346.74,text
convbert,"242,711",0.099,45,5393.58,text
bloom,"243,349",0.099,216,1126.62,text
fnet,"207,217",0.08499999999999999,33,6279.3,text
maskformer,"202,619",0.083,30,6753.97,vision
segformer,"148,942",0.061,193,771.72,vision
whisper,"139,202",0.056999999999999995,1278,108.92,audio
table-transformer,"126,176",0.051000000000000004,6,21029.33,text
codegen,"122,641",0.05,62,1978.08,text
clipseg,"114,156",0.047,3,38052.0,text
swin,"112,253",0.046,175,641.45,vision
gpt_neox,"102,835",0.042,67,1534.85,text
blenderbot,"92,126",0.038,30,3070.87,text
big_bird,"89,470",0.037,165,542.24,text
fsmt,"84,773",0.034999999999999996,25,3390.92,text
led,"77,956",0.032,87,896.05,text
convnext,"77,208",0.032,95,812.72,vision
longt5,"74,676",0.03,65,1148.86,text
ernie,"72,402",0.03,46,1573.96,text
yolos,"67,183",0.027,17,3951.94,text
xglm,"59,569",0.024,27,2206.26,text
resnet,"59,869",0.024,80,748.36,vision
bigbird_pegasus,"58,219",0.024,20,2910.95,text
owlvit,"56,313",0.023,7,8044.71,text
esm,"56,294",0.023,68,827.85,text
mobilevit,"51,805",0.021,16,3237.81,vision
mobilebert,"51,670",0.021,59,875.76,text
trocr,"49,231",0.02,15,3282.07,text
transfo-xl,"47,872",0.02,15,3191.47,text
flaubert,"50,032",0.02,43,1163.53,text
tapas,"42,987",0.018000000000000002,64,671.67,text
openai-gpt,"44,662",0.018000000000000002,9,4962.44,text
funnel,"44,463",0.018000000000000002,39,1140.08,text
xlm,"41,799",0.017,27,1548.11,text
luke,"39,246",0.016,47,835.02,text
squeezebert,"34,073",0.013999999999999999,20,1703.65,text
blenderbot-small,"35,132",0.013999999999999999,12,2927.67,text
glpn,"32,919",0.013,37,889.7,text
visual_bert,"26,232",0.011000000000000001,15,1748.8,text
deit,"25,917",0.011000000000000001,14,1851.21,vision
roformer,"24,699",0.01,28,882.11,text
rag,"24,521",0.01,16,1532.56,text
plbart,"24,677",0.01,63,391.7,text
data2vec-text,"24,415",0.01,22,1109.77,text
wav2vec2-conformer,"22,368",0.009000000000000001,25,894.72,audio
vilt,"22,421",0.009000000000000001,18,1245.61,text
ibert,"21,898",0.009000000000000001,13,1684.46,text
regnet,"18,888",0.008,36,524.67,vision
dpt,"18,787",0.008,8,2348.38,vision
splinter,"17,708",0.006999999999999999,31,571.23,text
mobilenet_v2,"16,530",0.006999999999999999,14,1180.71,vision
mobilenet_v1,"14,792",0.006,4,3698.0,vision
data2vec-vision,"14,007",0.006,9,1556.33,vision
ctrl,"14,826",0.006,27,549.11,text
vit_mae,"11,581",0.005,7,1654.43,text
videomae,"11,244",0.005,38,295.89,text
unispeech-sat,"12,839",0.005,75,171.19,audio
speech_to_text,"13,360",0.005,29,460.69,audio
poolformer,"11,384",0.005,7,1626.29,vision
perceiver,"12,668",0.005,30,422.27,vision
lxmert,"11,619",0.005,13,893.77,text
levit,"12,568",0.005,11,1142.55,vision
data2vec-audio,"11,064",0.005,24,461.0,audio
canine,"12,103",0.005,35,345.8,text
speech-encoder-decoder,"8,933",0.004,177,50.47,audio
rembert,"10,030",0.004,18,557.22,text
reformer,"9,855",0.004,16,615.94,text
deformable_detr,"10,468",0.004,7,1495.43,text
cvt,"9,046",0.004,12,753.83,vision
swinv2,"7,799",0.003,20,389.95,vision
retribert,"7,807",0.003,2,3903.5,text
lilt,"7,886",0.003,36,219.06,text
xclip,"4,194",0.002,19,220.74,text
unispeech,"5,581",0.002,120,46.51,audio
switch_transformers,"5,335",0.002,20,266.75,text
prophetnet,"5,824",0.002,19,306.53,text
mvp,"5,412",0.002,22,246.0,text
markuplm,"5,887",0.002,10,588.7,text
groupvit,"5,294",0.002,5,1058.8,text
chinese_clip,"4,741",0.002,4,1185.25,text
bert-generation,"4,489",0.002,2,2244.5,text
audio-spectrogram-transformer,"5,747",0.002,13,442.08,audio
xlm-roberta-xl,"2,364",0.001,16,147.75,text
xlm-prophetnet,"1,346",0.001,9,149.56,text
vit_msn,"3,064",0.001,7,437.71,vision
sew-d,"2,885",0.001,22,131.14,audio
sew,"2,849",0.001,15,189.93,audio
roc_bert,"1,608",0.001,13,123.69,text
realm,"1,345",0.001,10,134.5,text
pegasus_x,"3,225",0.001,10,322.5,text
nezha,"1,804",0.001,12,150.33,text
megatron-bert,"2,034",0.001,32,63.56,text
imagegpt,"2,897",0.001,8,362.12,vision
gpt_neox_japanese,"3,664",0.001,3,1221.33,text
flava,"2,664",0.001,4,666.0,text
yoso,408,0.0,13,31.38,text
vision-text-dual-encoder,254,0.0,16,15.88,text
van,831,0.0,8,103.88,vision
trajectory_transformer,213,0.0,16,13.31,text
time_series_transformer,"1,166",0.0,3,388.67,text
speech_to_text_2,0,0.0,0,0.0,text
qdqbert,0,0.0,0,0.0,text
nystromformer,455,0.0,18,25.28,text
nat,464,0.0,4,116.0,vision
mctct,499,0.0,8,62.38,audio
maskformer-swin,0,0.0,0,0.0,text
jukebox,871,0.0,6,145.17,text
donut-swin,10,0.0,2,5.0,text
dinat,490,0.0,7,70.0,vision
decision_transformer,784,0.0,24,32.67,text
conditional_detr,735,0.0,3,245.0,text