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This guide describes the Dell Validated Design for Generative AI Model Customization with NVIDIA, an optimized solution for enterprises to customize LLMs using Dell and NVIDIA technology.
It describes the validated design and reference architecture for a modular and scalable platform for generative AI in the enterprise. The guide focuses on model customization, which is retraining a model with custom data to tailor it to perform specific tasks or generate content that aligns with specific use cases.
This design guide can be read along with the associated Generative AI in the Enterprise white paper, and can be used together with the Generative AI in the Enterprise – Inferencing design guide and Generative AI in the Enterprise – Training technical white paper. The white paper provides an overview of generative AI, including its underlying principles, benefits, architectures, and techniques; the various types of generative AI models and how they are used in real-world applications; and descriptions of the various Dell and NVIDIA hardware and open-source software components used in the architecture. The inferencing and training documents describe other methodologies in the generative AI life cycle that complement this design for model customization.