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README.md

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 license: apache-2.0
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+# WD 1.4 MOAT Tagger V2
+
+Supports ratings, characters and general tags.
+
+Trained using https://github.com/SmilingWolf/SW-CV-ModelZoo.  
+TPUs used for training kindly provided by the [TRC program](https://sites.research.google/trc/about/).
+
+## Dataset
+Last image id: 5944504  
+Trained on Danbooru images with IDs modulo 0000-0899.  
+Validated on images with IDs modulo 0950-0999.  
+Images with less than 10 general tags were filtered out.  
+Tags with less than 600 images were filtered out.
+
+## Validation results
+`P=R: threshold = 0.3771, F1 = 0.6911`
+
+## Paper
+[`MOAT: Alternating Mobile Convolution and Attention Brings Strong Vision Models`](https://arxiv.org/abs/2210.01820)
+
+## Final words
+Subject to change and updates.  
+Downstream users are encouraged to use tagged releases rather than relying on the head of the repo.