Optimizing GenAI with Intel Gaudi Accelerators on Ray
Discover how Intel Gaudi accelerators integrate with the Ray framework to enhance GenAI workloads in this breakout session from Ray Summit 2024. Learn about the improved performance, scalability, and efficiency for Large Language Models (LLMs) throughout their lifecycle. Explore how Ray's distributed computation and fault tolerance capabilities work in tandem with Intel Gaudi accelerators to enhance LLM pre-training, fine-tuning, and serving. Gain insights into optimizing popular models like Llama, Mistral, and Stable Diffusion for better scalability and cost-effectiveness. Acquire practical knowledge on configuring and managing Ray clusters equipped with Intel Gaudi accelerators. Examine performance results that demonstrate how this technology combination is advancing AI capabilities. Ideal for developers, data scientists, and AI practitioners seeking to leverage cutting-edge hardware and software solutions for GenAI applications.