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LoRA doesn’t approximate a solution to full-finetuning; it solves a different (albeit similar) optimization problem

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Resilience in Complex Systems (2021)

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Everyday human reasoning breaks down as the scale of time and space at play increases. Complex systems thinking gives us a new set of tools to better understand the chains of consequences involved, and make better decisions.