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Join us for an insightful journey into the world of Large Language Models (LLMs) such as ChatGPT. This talk will discuss the algorithmic and mathematical foundations of training these models on vast text corpuses, the processes behind prompt responses, and their applications in domains such as healthcare and education. We’ll also explore the compute infrastructure in large-scale data centers, and discuss the challenges and future directions in enhancing these models and expanding their accessibility. Perfect for anyone curious about the cutting-edge technology behind LLMs and their transformative potential.