Overview of data used to train language models

What types of datasets are used to train LLMs? This post provides a brief summary of several corpora used for training Large Language Models (LLMs), categorized into six groups: Books, CommonCrawl, Reddit links, Wikipedia, Code, and others. The original paper, “A Survey of Large Language Models,” can be found here. Books: This category includes BookCorpus, consisting of over 11,000 books of various topics and genres, and Project Gutenberg, which contains over 70,000 literary books in the public domain. Books1 and Books2, used in GPT-3, are larger than BookCorpus but haven't been publicly released. CommonCrawl: This is one of the largest...

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