Pathways is a novel framework designed to seamlessly construct massive language models (LLMs) at an unprecedented scale. The core objective of Pathways is to mitigate the challenges present with scaling LLMs, particularly in terms of memory constraints. By leveraging a hierarchical architecture, Pathways enables the implementation of models with bi

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