LLM Inference Sizing: Benchmarking End-to-End Inference Systems

Learn how to choose the right path for your AI initiatives by understanding the key metrics in large language model (LLM) inference sizing. This talk will equip you with essential tools to optimize performance by dissecting LLM inference benchmarks and comparing configurations. We'll demonstrate how NVIDIA's software ecosystem can be leveraged to elevate your AI applications by supporting various layers of abstraction for inference. We'll share best practices and tips to allow you to bring unmatched efficiency and effectiveness to your LLM Inference projects.