metadata
license: mit
We release the raw passages, embeddings, and index of MassiveDS.
Website: https://retrievalscaling.github.io
We release two versions of MassiveDS:
- MassiveDS-1.4T, which contains 1.4T tokens in the datastore.
- MassiveDS-140B, which is a subsampled version containing 140B tokens in the datastore.
File structure:
raw_data: plain data in JSONL files.passages: chunked raw passages with passage IDs. Each passage is chunked to have no more than 256 words.embeddings: embeddings of the passages encoded with Contriever-MSMACRO.index: flat index built with embeddings.
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.