Distributed Data Parallel Explained Lesson 10

Summary

Why does a 70B parameter LLM run fine on a consumer rig, but crash an 80GB Nvidia H100 GPU before training even begins? Discover how DDP harnesses multiple GPUs across machines to handle larger models and datasets, accelerating the training ... In the second video of this series, Suraj Subramanian gently introduces you to what is happening under the hood when you train a ... Part 2 of 5 in the “5 Essential LLM Optimization Techiniques” series. Link to the 5 techiniques roadmap: ... Ever wondered how massive AI models GPT are actually trained?While everyone's talking about ChatGPT, Claude, and ... In the first video of this series, Suraj Subramanian breaks down why Here's a talk I gave to to Machine Learning @ Berkeley Club! We discuss various Ever wonder how massive language models run across multiple GPUs when their weights can't fit into a single GPU's memory? What is Apache Spark and how does it work? In this video, I explain Spark architecture, driver, executors, partitions, and the full ...