Tag: Sparse Models

The Architecture of Scale: A Comprehensive Analysis of Mixture of Experts in Large Language Models

Posted on by uplatzblog

Part I: Foundational Principles of Sparse Architectures Section 1: Introduction – The Scaling Imperative and the Rise of Conditional Computation The trajectory of progress in large language models (LLMs) has Read More …

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 …