Tag: petabyte datasets

Efficient Sharding and Data Loading for Petabyte-Scale LLM Datasets

Efficient sharding and data loading are essential for training petabyte-scale LLMs. Learn how sharded data parallelism, distributed storage, and smart data loaders prevent GPU idling and enable scalable model training without requiring massive hardware.