deepghs
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wd14_tagger_embedding_denormalize

Feature Extraction

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narugo1992 commited on Nov 30, 2024

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@@ -12,6 +12,8 @@ tags:
 - cosine_space
 ---
 |         Name          |   Tagger    |  Embedding Width  |  Tags Count  |   FLOPS   |  Params  |  EMB Cosine  |  EMB Norm  |  Pred Loss  |  Pred MSE  |
 |:---------------------:|:-----------:|:-----------------:|:------------:|:---------:|:--------:|:------------:|:----------:|:-----------:|:----------:|
 |   ViT_v3_mnum2_all    |   ViT_v3    |        768        |    10861     | 0.000398G |  0.40M   |      1       |   0.1712   |  0.004306   | 2.116e-08  |

 - cosine_space
 ---
+Models of experiment: https://github.com/deepghs/tagger_embedding_aligner
 |         Name          |   Tagger    |  Embedding Width  |  Tags Count  |   FLOPS   |  Params  |  EMB Cosine  |  EMB Norm  |  Pred Loss  |  Pred MSE  |
 |:---------------------:|:-----------:|:-----------------:|:------------:|:---------:|:--------:|:------------:|:----------:|:-----------:|:----------:|
 |   ViT_v3_mnum2_all    |   ViT_v3    |        768        |    10861     | 0.000398G |  0.40M   |      1       |   0.1712   |  0.004306   | 2.116e-08  |