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This document is a guide to enabling cloud-like operational workflow to deploy LLMs with NVIDIA to deliver Generative AI Large Language Models by Meta and Hugging Face. Harnessing the partnership with NVIDIA's cloud-native framework called NeMo within Dell Technologies' ecosystem, businesses can reference this document to deploy highly accurate and reliable AI-driven applications. It aims to provide a Dell reference design with NVIDIA and Dell's infrastructure to deploy advanced AI solutions. Covering technical insights into RAG architecture, deployment strategies, and practical use cases, this guide empowers organizations with the knowledge to implement this technology effectively. From initial testing to full-scale production, we aim to provide a clear path for leveraging advanced AI technologies, focusing on overcoming deployment and scalability challenges.
Note: The contents of this document are valid for the described software and hardware versions. For information about updated configurations for newer software and hardware versions, contact your Dell Technologies sales representative.