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books3.tar.gz itself is ~37gb compressed. Often really the entire "The Pile" dataset (composed of both the mostly compressed archives, along with a ~450gb com
by banana_giraffe 3y ago
books3.tar.gz itself is ~37gb compressed. Often really the entire "The Pile" dataset (composed of both the mostly compressed archives, along with a ~450gb compressed jsonl compilation of the data) is being discussed. That's around 825gb.
- Tokumei-no-hito 3y agoOut of curiosity why is jsonl so popular in the ML space?
- fbdab103 3y agoNot speaking for ML, but I love jsonl as a distribution format. Lots of storage overhead vs a more appropriate bulk container, but it makes it trivial to stream, sample, concatenate, etc. Anything else (eg csv or parquet) is going to require better tooling and/or just a little shell magic to handle headers.
- fbdab103 3y agoThat is shockingly approachable for a large fraction of English literature.
- deleted 3y ago[deleted]