The Ultra-Scale Playbook

The Ultra-Scale Playbook provides techniques for overcoming key challenges in training large language models, including managing memory usage, optimizing compute efficiency, and minimizing communication overhead.

It explores strategies like recomputation and tensor parallelism to achieve scalable training.