Train Your Large Model on Multiple GPUs with Fully Sharded Data Parallelism - MachineLearningMastery.com
Some language models are too large to train on a single GPU. In addition to creating the model as a pipeline of stages, as in Pipeline Parallelism, you can split the model across multiple GPUs usin...
Source: MachineLearningMastery.com
Some language models are too large to train on a single GPU. In addition to creating the model as a pipeline of stages, as in Pipeline Parallelism, you can split the model across multiple GPUs using Fully Sharded Data Parallelism (FSDP). In this article, you will learn how to use FSDP to split models for […]