Why Trillion-Parameter Models Need a New Serving Architecture

The problem: model size has become a serving constraint A trillion-parameter model is not merely a larger checkpoint. It changes the engineering problem from “fit a model on accelerators” to “move, store, schedule, and decode an enormous computation without making every token wait on a distributed system.” The model’s size affects not only how... Weiterlesen: Why Trillion-Parameter Models Need a New Serving Architecture