A Practical Guide to Large Language Models in Azure and Azure OpenAI

Learn about implementing Large Language Models (LLMs) in Azure during this 45-minute tech talk delivered by Microsoft Senior ML Architect Hossein Sarshar. Explore the evolution of machine learning, understand the significance of foundation models and GPT architectures, and gain practical insights into Azure OpenAI's features and implementation details. Discover design considerations, fine-tuning techniques, and embedding search capabilities while learning how to operationalize open-source LLM models on Azure. Master the process of selecting appropriate models, understand GPT-4 use cases, and explore integration strategies for making machine learning more accessible. Gain comprehensive knowledge about Azure OpenAI's capabilities and practical applications in real-world scenarios.