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28 Dec 2023, 6:49 pm
OpenAI published a paper in 2020, for example, outlining a scaling analysis for AI models, finding that “language modeling performance improves smoothly and predictably as we appropriately scale up model size, data, and compute”; see Kaplan, McCandlish, et. al, “Scaling Laws for Neural Language Models,” online at: 2001.08361.pdf (arxiv.org). [read post]