aisle
Module 111 min read

Beyond one GPU

What you’ll learn: Explain when one GPU stops being enough, name the parallelism strategy each scaling threshold forces, and connect each strategy to the fabric it demands.

How to scale past a single GPU. Tensor parallelism, pipeline parallelism, expert parallelism, replicas, routing, and the fabrics that hold it all together.