Preparing Your Data Center For A Genai World
Dell Technologies News, Wednesday, September 4th, 2024
Stepping in the world of generative AI (GenAI) is like entering a new realm, filled with unique challenges and opportunities. Just as Dorothy needed guidance to navigate Oz, organizations must prepare their data centers to handle the demands of AI infrastructure.
The Emerald City's Compute Requirements
The deployment of AI infrastructure presents significant challenges, starting with compute requirements, the heaviest of which are for model training. Even if an organization is not training models from scratch, the compute requirements for large language model inferencing-plus vector embedding for retrieval augmented generation, or RAG, and fine tuning-go well beyond those used for today's applications.