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1. Introduction: The Efficiency Paradox in the Era of Massive Scaling The trajectory of artificial intelligence in the mid-2020s is defined by a distinct and growing tension between capability and Read More …
1. Introduction: The Efficiency Frontier in Large Language Models The contemporary landscape of Artificial Intelligence has been defined by a relentless pursuit of scale, a trajectory codified by the “scaling Read More …
Section 1: The Principle of Conditional Computation and the Genesis of Mixture of Depths The development of the Mixture of Depths (MoD) architecture represents a significant milestone in the ongoing Read More …