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A little guide to building Large Language Models in 2024 Resources mentioned by @thomwolf in https://x.com/Thom_Wolf/status/1773340316835131757 Yi: Open Foundation Models by 01.AI Paper • 2403.04652 • Published Mar 7 • 62 A Survey on Data Selection for Language Models Paper • 2402.16827 • Published Feb 26 • 4 Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research Paper • 2402.00159 • Published Jan 31 • 59 The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only Paper • 2306.01116 • Published Jun 1, 2023 • 31
Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research Paper • 2402.00159 • Published Jan 31 • 59
The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only Paper • 2306.01116 • Published Jun 1, 2023 • 31