data_3_2023.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"70,290,590",28.854000000000003,15709,4474.54,text
distilbert,"23,530,442",9.658999999999999,4936,4767.11,text
roberta,"22,444,307",9.213000000000001,6001,3740.09,text
xlm-roberta,"20,726,041",8.508000000000001,2169,9555.57,text
t5,"19,267,729",7.908999999999999,4394,4385.01,text
gpt2,"17,960,982",7.373,8517,2108.84,text
clip,"13,527,877",5.553,72,187887.18,vision
bart,"9,803,550",4.024,2073,4729.16,text
camembert,"5,164,859",2.12,475,10873.39,text
wav2vec2,"3,232,000",1.327,4540,711.89,audio
albert,"3,074,142",1.262,714,4305.52,text
marian,"2,979,348",1.2229999999999999,1933,1541.31,text
mpnet,"2,375,740",0.975,379,6268.44,text
m2m_100,"2,255,135",0.9259999999999999,257,8774.84,text
layoutlmv3,"1,886,984",0.775,106,17801.74,text
mbart,"1,780,923",0.731,419,4250.41,text
electra,"1,767,986",0.726,1050,1683.8,text
xlnet,"1,555,006",0.638,180,8638.92,text
gpt_neo,"1,555,230",0.638,361,4308.12,text
hubert,"1,522,161",0.625,140,10872.58,audio
vit,"1,457,772",0.598,673,2166.08,vision
layoutlmv2,"1,387,954",0.5700000000000001,109,12733.52,text
deberta-v2,"1,257,648",0.516,475,2647.68,text
deberta,"1,205,181",0.49500000000000005,249,4840.08,text
gptj,"1,180,764",0.485,161,7333.94,text
vision-encoder-decoder,"1,026,003",0.42100000000000004,311,3299.05,vision
layoutlm,"1,022,140",0.42,77,13274.55,text
beit,"726,454",0.298,64,11350.84,vision
longformer,"650,378",0.267,179,3633.4,text
mt5,"636,112",0.261,1025,620.6,text
pegasus,"626,610",0.257,424,1477.85,text
opt,"605,780",0.249,241,2513.61,text
detr,"379,477",0.156,42,9035.17,text
encoder-decoder,"299,131",0.123,289,1035.06,text
dpr,"266,939",0.11,84,3177.85,text
wavlm,"261,268",0.107,80,3265.85,audio
convbert,"223,159",0.092,45,4959.09,text
maskformer,"209,683",0.086,33,6354.03,vision
bloom,"203,728",0.084,213,956.47,text
longt5,"199,131",0.082,64,3111.42,text
fnet,"196,284",0.08099999999999999,33,5948.0,text
gpt_neox,"176,040",0.07200000000000001,57,3088.42,text
segformer,"161,291",0.066,187,862.52,vision
whisper,"135,117",0.055,1218,110.93,audio
table-transformer,"126,028",0.052,7,18004.0,text
swin,"127,021",0.052,168,756.08,vision
convnext,"127,347",0.052,93,1369.32,vision
codegen,"104,538",0.043,58,1802.38,text
blenderbot,"102,024",0.042,29,3518.07,text
clipseg,"95,187",0.039,3,31729.0,text
yolos,"89,179",0.037,17,5245.82,text
fsmt,"85,091",0.034999999999999996,24,3545.46,text
led,"78,773",0.032,86,915.97,text
ernie,"70,944",0.029,46,1542.26,text
resnet,"67,613",0.027999999999999997,77,878.09,vision
bigbird_pegasus,"67,210",0.027999999999999997,19,3537.37,text
big_bird,"60,766",0.025,163,372.8,text
esm,"56,026",0.023,68,823.91,text
owlvit,"52,131",0.021,7,7447.29,text
mobilevit,"47,927",0.02,16,2995.44,vision
transfo-xl,"46,814",0.019,15,3120.93,text
mobilebert,"46,561",0.019,53,878.51,text
funnel,"45,563",0.019,39,1168.28,text
trocr,"43,910",0.018000000000000002,15,2927.33,text
tapas,"43,288",0.018000000000000002,64,676.38,text
openai-gpt,"43,517",0.018000000000000002,9,4835.22,text
glpn,"41,350",0.017,33,1253.03,text
flaubert,"40,701",0.017,43,946.53,text
luke,"35,329",0.015,45,785.09,text
xlm,"34,604",0.013999999999999999,27,1281.63,text
regnet,"33,563",0.013999999999999999,36,932.31,vision
blenderbot-small,"33,686",0.013999999999999999,11,3062.36,text
xglm,"32,485",0.013,27,1203.15,text
vilt,"29,132",0.012,18,1618.44,text
squeezebert,"26,563",0.011000000000000001,20,1328.15,text
rag,"24,589",0.01,16,1536.81,text
visual_bert,"23,094",0.009000000000000001,15,1539.6,text
splinter,"18,440",0.008,31,594.84,text
plbart,"18,636",0.008,62,300.58,text
deit,"18,429",0.008,14,1316.36,vision
data2vec-text,"18,539",0.008,22,842.68,text
wav2vec2-conformer,"17,355",0.006999999999999999,25,694.2,audio
roformer,"15,272",0.006,28,545.43,text
perceiver,"15,509",0.006,30,516.97,vision
ibert,"14,825",0.006,13,1140.38,text
dpt,"15,364",0.006,8,1920.5,vision
ctrl,"13,698",0.006,27,507.33,text
speech_to_text,"11,512",0.005,29,396.97,audio
lxmert,"11,060",0.005,13,850.77,text
data2vec-vision,"11,181",0.005,9,1242.33,vision
canine,"11,575",0.005,35,330.71,text
vit_mae,"10,491",0.004,7,1498.71,text
videomae,"10,831",0.004,33,328.21,text
unispeech-sat,"10,467",0.004,75,139.56,audio
rembert,"10,725",0.004,18,595.83,text
reformer,"9,262",0.004,16,578.88,text
mobilenet_v2,"9,693",0.004,14,692.36,vision
levit,"9,449",0.004,11,859.0,vision
cvt,"8,605",0.004,12,717.08,vision
speech-encoder-decoder,"7,660",0.003,177,43.28,audio
retribert,"7,974",0.003,2,3987.0,text
mobilenet_v1,"8,194",0.003,4,2048.5,vision
markuplm,"6,234",0.003,10,623.4,text
lilt,"6,813",0.003,31,219.77,text
groupvit,"6,614",0.003,5,1322.8,text
data2vec-audio,"7,747",0.003,24,322.79,audio
xclip,"4,367",0.002,19,229.84,text
vit_msn,"3,747",0.002,7,535.29,vision
unispeech,"4,097",0.002,120,34.14,audio
switch_transformers,"4,693",0.002,18,260.72,text
swinv2,"5,835",0.002,20,291.75,vision
prophetnet,"4,557",0.002,18,253.17,text
poolformer,"4,665",0.002,7,666.43,vision
mvp,"4,366",0.002,21,207.9,text
deformable_detr,"5,072",0.002,7,724.57,text
chinese_clip,"4,793",0.002,4,1198.25,text
bert-generation,"5,649",0.002,2,2824.5,text
audio-spectrogram-transformer,"3,983",0.002,13,306.38,audio
xlm-roberta-xl,"2,476",0.001,16,154.75,text
sew-d,"1,621",0.001,22,73.68,audio
sew,"1,572",0.001,15,104.8,audio
realm,"1,239",0.001,10,123.9,text
pegasus_x,"2,103",0.001,9,233.67,text
nezha,"1,796",0.001,12,149.67,text
megatron-bert,"2,267",0.001,31,73.13,text
imagegpt,"2,803",0.001,8,350.38,vision
gpt_neox_japanese,"3,647",0.001,3,1215.67,text
flava,"2,885",0.001,4,721.25,text
yoso,422,0.0,13,32.46,text
xlm-prophetnet,656,0.0,9,72.89,text
vision-text-dual-encoder,155,0.0,16,9.69,text
van,778,0.0,8,97.25,vision
trajectory_transformer,235,0.0,16,14.69,text
time_series_transformer,"1,054",0.0,3,351.33,text
speech_to_text_2,0,0.0,0,0.0,text
roc_bert,952,0.0,13,73.23,text
qdqbert,0,0.0,0,0.0,text
nystromformer,443,0.0,18,24.61,text
nat,386,0.0,4,96.5,vision
mctct,491,0.0,8,61.38,audio
maskformer-swin,0,0.0,0,0.0,text
jukebox,883,0.0,6,147.17,text
donut-swin,18,0.0,2,9.0,text
dinat,385,0.0,7,55.0,vision
decision_transformer,965,0.0,24,40.21,text
conditional_detr,728,0.0,3,242.67,text