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filtered-wit

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ARKseal commited on Jan 29, 2022

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@@ -29,6 +29,6 @@ for text, image, meta in dataset:
 ## Filteration
 Each sample has 8 possible captions which were compared to the image using [CLIP ViT-B32](https://arxiv.org/abs/2103.00020)
 The text was encoded using [multilingual CLIP text encoder](https://huggingface.co/sentence-transformers/clip-ViT-B-32-multilingual-v1)
-Each possible caption was compared to the encoded image using Cosign Similarity
 and kept if the sim was greater than `0.26`
 Then the new caption was the filtered captions concatenated, and samples with no filtered caption were dropped.

 ## Filteration
 Each sample has 8 possible captions which were compared to the image using [CLIP ViT-B32](https://arxiv.org/abs/2103.00020)
 The text was encoded using [multilingual CLIP text encoder](https://huggingface.co/sentence-transformers/clip-ViT-B-32-multilingual-v1)
+Each possible caption was compared to the encoded image using Cosine Similarity
 and kept if the sim was greater than `0.26`
 Then the new caption was the filtered captions concatenated, and samples with no filtered caption were dropped.