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model_names
string | num_downloads
string | %_of_all_downloads
float64 | num_models
int64 | download_per_model
int64 | modality
string |
---|---|---|---|---|---|
bert | 143,193,288 | 41.325 | 18,033 | 7,940 | text |
xlm-roberta | 26,597,339 | 7.676 | 2,681 | 9,920 | text |
gpt2 | 24,636,040 | 7.11 | 9,527 | 2,585 | text |
roberta | 21,878,200 | 6.314 | 6,560 | 3,335 | text |
distilbert | 20,569,162 | 5.936 | 6,211 | 3,311 | text |
t5 | 19,553,957 | 5.643 | 5,237 | 3,733 | text |
clip | 15,985,108 | 4.613 | 86 | 185,873 | vision |
bart | 10,443,274 | 3.014 | 2,344 | 4,455 | text |
layoutlmv3 | 6,884,963 | 1.987 | 171 | 40,262 | vision |
marian | 6,536,053 | 1.886 | 2,062 | 3,169 | text |
albert | 5,732,074 | 1.654 | 806 | 7,111 | text |
electra | 3,720,789 | 1.074 | 1,158 | 3,213 | text |
wav2vec2 | 3,048,186 | 0.88 | 4,862 | 626 | audio |
mpnet | 2,949,999 | 0.851 | 493 | 5,983 | text |
vit | 2,842,139 | 0.82 | 838 | 3,391 | vision |
gptj | 2,332,426 | 0.673 | 229 | 10,185 | text |
deberta-v2 | 2,064,398 | 0.596 | 557 | 3,706 | text |
layoutlm | 1,900,440 | 0.548 | 97 | 19,592 | vision |
camembert | 1,900,360 | 0.548 | 568 | 3,345 | text |
deberta | 1,735,619 | 0.501 | 283 | 6,132 | text |
longformer | 1,211,218 | 0.35 | 216 | 5,607 | text |
vision-encoder-decoder | 1,189,045 | 0.343 | 398 | 2,987 | vision |
m2m_100 | 1,135,062 | 0.328 | 296 | 3,834 | text |
pegasus | 978,955 | 0.283 | 478 | 2,048 | text |
gpt_neo | 975,579 | 0.282 | 428 | 2,279 | text |
xlnet | 914,261 | 0.264 | 199 | 4,594 | text |
dpr | 888,963 | 0.257 | 93 | 9,558 | text |
opt | 856,380 | 0.247 | 307 | 2,789 | text |
mbart | 797,427 | 0.23 | 591 | 1,349 | text |
convbert | 650,102 | 0.188 | 48 | 13,543 | text |
bloom | 589,186 | 0.17 | 223 | 2,642 | text |
fsmt | 521,555 | 0.151 | 30 | 17,385 | text |
blenderbot | 503,099 | 0.145 | 32 | 15,721 | text |
gpt_neox | 475,981 | 0.137 | 161 | 2,956 | text |
fnet | 463,031 | 0.134 | 33 | 14,031 | text |
layoutlmv2 | 448,389 | 0.129 | 124 | 3,616 | vision |
openai-gpt | 413,748 | 0.119 | 9 | 45,972 | text |
mt5 | 390,606 | 0.113 | 1,486 | 262 | text |
beit | 332,287 | 0.096 | 114 | 2,914 | vision |
visual_bert | 326,952 | 0.094 | 15 | 21,796 | text |
detr | 315,993 | 0.091 | 91 | 3,472 | text |
resnet | 284,350 | 0.082 | 103 | 2,760 | vision |
maskformer | 280,732 | 0.081 | 31 | 9,055 | vision |
longt5 | 270,724 | 0.078 | 68 | 3,981 | text |
hubert | 262,068 | 0.076 | 149 | 1,758 | audio |
whisper | 260,118 | 0.075 | 1,616 | 160 | audio |
segformer | 239,958 | 0.069 | 224 | 1,071 | vision |
esm | 233,714 | 0.067 | 87 | 2,686 | text |
mobilebert | 226,527 | 0.065 | 234 | 968 | text |
codegen | 197,474 | 0.057 | 82 | 2,408 | text |
roformer | 194,715 | 0.056 | 28 | 6,954 | text |
xlm | 190,927 | 0.055 | 27 | 7,071 | text |
flaubert | 176,593 | 0.051 | 39 | 4,528 | text |
clipseg | 172,611 | 0.05 | 3 | 57,537 | vision |
big_bird | 172,833 | 0.05 | 174 | 993 | text |
funnel | 170,081 | 0.049 | 39 | 4,361 | text |
encoder-decoder | 166,686 | 0.048 | 323 | 516 | text |
data2vec-text | 163,150 | 0.047 | 22 | 7,415 | text |
yolos | 157,669 | 0.046 | 22 | 7,166 | text |
owlvit | 154,326 | 0.045 | 7 | 22,046 | text |
squeezebert | 154,036 | 0.044 | 22 | 7,001 | text |
bigbird_pegasus | 147,543 | 0.043 | 23 | 6,414 | text |
led | 136,918 | 0.04 | 100 | 1,369 | text |
ibert | 136,725 | 0.039 | 14 | 9,766 | text |
swin | 120,829 | 0.035 | 245 | 493 | vision |
wavlm | 111,700 | 0.032 | 88 | 1,269 | audio |
deit | 102,615 | 0.03 | 15 | 6,841 | vision |
lxmert | 90,938 | 0.026 | 13 | 6,995 | text |
convnext | 90,529 | 0.026 | 105 | 862 | vision |
nystromformer | 85,097 | 0.025 | 20 | 4,254 | text |
mobilevit | 78,563 | 0.023 | 17 | 4,621 | vision |
tapas | 72,857 | 0.021 | 70 | 1,040 | vision |
plbart | 72,572 | 0.021 | 72 | 1,007 | text |
ernie | 72,770 | 0.021 | 46 | 1,581 | text |
data2vec-vision | 71,653 | 0.021 | 9 | 7,961 | vision |
blip | 73,379 | 0.021 | 16 | 4,586 | vision |
trocr | 70,094 | 0.02 | 15 | 4,672 | text |
table-transformer | 66,585 | 0.019 | 6 | 11,097 | text |
mobilenet_v2 | 65,524 | 0.019 | 14 | 4,680 | vision |
audio-spectrogram-transformer | 64,720 | 0.019 | 17 | 3,807 | audio |
rembert | 60,809 | 0.018 | 21 | 2,895 | text |
mvp | 62,669 | 0.018 | 22 | 2,848 | text |
levit | 63,518 | 0.018 | 11 | 5,774 | vision |
poolformer | 60,447 | 0.017 | 7 | 8,635 | vision |
vilt | 56,505 | 0.016 | 16 | 3,531 | vision |
unispeech-sat | 55,255 | 0.016 | 76 | 727 | audio |
mobilenet_v1 | 56,922 | 0.016 | 4 | 14,230 | vision |
data2vec-audio | 55,593 | 0.016 | 24 | 2,316 | audio |
xglm | 45,409 | 0.013 | 48 | 946 | text |
vit_mae | 45,880 | 0.013 | 8 | 5,735 | text |
perceiver | 44,512 | 0.013 | 30 | 1,483 | vision |
luke | 43,508 | 0.013 | 45 | 966 | text |
markuplm | 40,323 | 0.012 | 10 | 4,032 | text |
dpt | 40,200 | 0.012 | 8 | 5,025 | vision |
switch_transformers | 37,107 | 0.011 | 24 | 1,546 | text |
speech_to_text | 37,919 | 0.011 | 29 | 1,307 | audio |
megatron-bert | 37,639 | 0.011 | 34 | 1,107 | text |
biogpt | 38,288 | 0.011 | 12 | 3,190 | text |
timesformer | 32,952 | 0.01 | 17 | 1,938 | text |
prophetnet | 36,149 | 0.01 | 19 | 1,902 | text |
End of preview.