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license: mit |
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We release the raw passages, embeddings, and index of MassiveDS. |
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Website: https://retrievalscaling.github.io |
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We release two versions of MassiveDS: |
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1. [MassiveDS-1.4T](https://huggingface.co/datasets/rulins/MassiveDS-1.4T), which contains 1.4T tokens in the datastore. |
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2. [MassiveDS-140B](https://huggingface.co/datasets/rulins/MassiveDS-140B), which is a subsampled version containing 140B tokens in the datastore. |
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File structure: |
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* `raw_data`: plain data in JSONL files. |
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* `passages`: chunked raw passages with passage IDs. Each passage is chunked to have no more than 256 words. |
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* `embeddings`: embeddings of the passages encoded with Contriever-MSMACRO. |
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* `index`: flat index built with embeddings. |
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Note: due to large data volume, we are still uploading the data for MassiveDS-1.4T. MassiveDS-140B is ready to go. Code support to run with MassiveDS is in https://github.com/RulinShao/retrieval-scaling. |
