Technical Brief

IO Profiles in Generative AI Pipelines

Generative AI (GenAI) has a dirty secret that is preventing many users from achieving their goals: IO profiles that can overwhelm traditional storage systems. The key to unlocking GenAI’s full potential lies in making efficient use of high-quality, diverse training data with billions of parameters. The large amount of data to train models effectively, as well as acquiring, storing, and processing this data can be a challenge.