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wd14_tagger_embedding_denormalize

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Sync README for deepghs/embedding_aligner, on 2024-11-14 08:52:46 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_v3_mnum2_all | ConvNext_v3 | 1024 | 10861 | 0.000708G | 0.71M | 1 | 0.1126 | 0.004531 | 2.061e-08 |
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  | ConvNext_v3_mnum1_all | ConvNext_v3 | 1024 | 10861 | 0.001260G | 1.26M | 1 | 0.1473 | 0.004531 | 3.539e-08 |
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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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  | 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_v3_mnum2_all | ViT_v3 | 768 | 10861 | 0.000398G | 0.40M | 1 | 0.1712 | 0.004306 | 2.116e-08 |
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+ | ViT_v3_mnum1_all | ViT_v3 | 768 | 10861 | 0.000709G | 0.71M | 1 | 0.2246 | 0.004306 | 3.991e-08 |
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  | ConvNext_v3_mnum2_all | ConvNext_v3 | 1024 | 10861 | 0.000708G | 0.71M | 1 | 0.1126 | 0.004531 | 2.061e-08 |
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  | ConvNext_v3_mnum1_all | ConvNext_v3 | 1024 | 10861 | 0.001260G | 1.26M | 1 | 0.1473 | 0.004531 | 3.539e-08 |
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  | ViT_mnum2_all | ViT | 768 | 9083 | 0.000398G | 0.40M | 1 | 0.08641 | 0.005199 | 3.797e-09 |