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license: cc-by-sa-3.0 |
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task_categories: |
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- text-retrieval |
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language: |
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- en |
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pretty_name: Wikpedia Paragraphs MPNet Embeddings |
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--- |
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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. |
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The dataset contains 43 911 155 paragraphs from 6 458 670 Wikipedia articles. |
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The size of each paragraph varies from 20 to 2000 characters. |
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For each paragraph there is an embedding of size 768. |
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Embeddings are stored in numpy files, 1 000 000 embeddings per file. |
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For each embedding file, there is an ids file that contains the list of ids of the corresponding paragraphs. |
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__Be careful, dataset size is 151Gb__. |
