Tag: AI Scaling

Dynamic Compute in Transformer Architectures: A Comprehensive Analysis of the Mixture of Depths Paradigm

Posted on by uplatzblog

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 …

Conditional Computation at Scale: An Architectural Analysis of Mixture of Experts in Modern Foundation Models

Posted on by uplatzblog

Executive Summary The relentless pursuit of greater capabilities in artificial intelligence has been intrinsically linked to the scaling of model size, a principle codified in the scaling laws of deep Read More …