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wiki_mpnet_embeddings

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olmer commited on May 20, 2023

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@@ -7,4 +7,6 @@ language:
 pretty_name: Wikpedia Paragraphs MPNet Embeddings
 ---
-Embeddings of the [english Wikipedia](https://huggingface.co/datasets/wikipedia) [paragraphs](https://huggingface.co/datasets/olmer/wiki_paragraphs) using [all-mpnet-base-v2](https://huggingface.co/sentence-transformers/all-mpnet-base-v2) sentence transformers encoder.

 pretty_name: Wikpedia Paragraphs MPNet Embeddings
 ---
+Embeddings of the [english Wikipedia](https://huggingface.co/datasets/wikipedia) [paragraphs](https://huggingface.co/datasets/olmer/wiki_paragraphs) using [all-mpnet-base-v2](https://huggingface.co/sentence-transformers/all-mpnet-base-v2) sentence transformers encoder.
+The dataset contains 43 911 155 paragraphs from 6 458 670 Wikipedia articles. The size of each paragraph varies from 20 to 2000 characters.
+For each paragraph there is an embedding of size 768. Embeddings are stored in numpy files, 1 000 000 embeddings per file. For each embedding file, there is an ids file that contains the list of ids of the corresponding paragraphs.