The Dell Validated Design for TC AI addresses the challenges of customizing LLMs for enterprise use cases. While LLMs demonstrate tremendous potential in natural language processing tasks, they require specialized infrastructure for efficient customization and deployment.
This reference architecture provides organizations with guidelines and best practices to design and implement scalable, efficient, and reliable infrastructure tailored for training and customizing generative AI models. While its primary focus is on LLM customization, the architecture can also be adapted for training discriminative or predictive AI models.
The following figure illustrates the key components of the reference architecture: