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wd14_tagger_embedding_denormalize

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Sync README for deepghs/embedding_aligner, on 2024-11-13 16:05:01 UTC

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  | Name | Tagger | Embedding Width | Tags Count | FLOPS | Params | EMB Cosine | EMB Norm | Pred Loss | Pred MSE |
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  |:---------------------:|:-----------:|:-----------------:|:------------:|:---------:|:--------:|:------------:|:----------:|:-----------:|:----------:|
 
 
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  | ConvNext_mnum2_all | ConvNext | 1024 | 9083 | 0.000708G | 0.71M | 1 | 0.05776 | 0.005213 | 7.207e-09 |
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  | ConvNext_mnum1_all | ConvNext | 1024 | 9083 | 0.001260G | 1.26M | 1 | 0.07134 | 0.005214 | 1.292e-08 |
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  | ViT_Large_mnum2_all | ViT_Large | 1024 | 10861 | 0.000708G | 0.71M | 1 | 1.403 | 0.003966 | 1.617e-07 |
 
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  | Name | Tagger | Embedding Width | Tags Count | FLOPS | Params | EMB Cosine | EMB Norm | Pred Loss | Pred MSE |
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  |:---------------------:|:-----------:|:-----------------:|:------------:|:---------:|:--------:|:------------:|:----------:|:-----------:|:----------:|
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+ | ViT_mnum2_all | ViT | 768 | 9083 | 0.000398G | 0.40M | 1 | 0.08641 | 0.005199 | 3.797e-09 |
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+ | ViT_mnum1_all | ViT | 768 | 9083 | 0.000709G | 0.71M | 1 | 0.1724 | 0.005199 | 1.896e-08 |
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  | ConvNext_mnum2_all | ConvNext | 1024 | 9083 | 0.000708G | 0.71M | 1 | 0.05776 | 0.005213 | 7.207e-09 |
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  | ConvNext_mnum1_all | ConvNext | 1024 | 9083 | 0.001260G | 1.26M | 1 | 0.07134 | 0.005214 | 1.292e-08 |
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  | ViT_Large_mnum2_all | ViT_Large | 1024 | 10861 | 0.000708G | 0.71M | 1 | 1.403 | 0.003966 | 1.617e-07 |