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RedPajama-Data-v2: an Open Dataset with 30 Trillion Tokens for Training Large Language Models (alien.top)

submitted 1 year ago by APaperADay@alien.top to c/localllama@poweruser.forum

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Blog: https://together.ai/blog/redpajama-data-v2

Hugging Face: https://huggingface.co/datasets/togethercomputer/RedPajama-Data-V2

GitHub: https://github.com/togethercomputer/RedPajama-Data

Description:

RedPajama-V2 is an open dataset for training large language models. The dataset includes over 100B text documents coming from 84 CommonCrawl snapshots and processed using the CCNet pipeline. Out of these, there are 30B documents in the corpus that additionally come with quality signals, and 20B documents that are deduplicated.

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[–] Ok_Relationship_9879@alien.top 1 points 1 year ago

If chinchilla is right, this dataset could be huge for small models.

https://www.lesswrong.com/posts/6Fpvch8RR29qLEWNH/chinchilla-s-wild-implications