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YouTube

Building LLM Applications for Production

MLOps.community via YouTube

Overview

Explore the key challenges of deploying Large Language Models (LLMs) in production environments in this 35-minute conference talk by Chip Huyen at the LLMs in Prod Conference. Gain insights into critical considerations for building robust LLM applications that can withstand real-world demands. Learn from Huyen's extensive experience as a co-founder of Claypot AI, a real-time machine learning platform, and her previous roles at Snorkel AI and NVIDIA. Benefit from the expertise of this Stanford lecturer and bestselling author of "Designing Machine Learning Systems" as she shares practical advice on navigating the complexities of LLM implementation in production settings.

Syllabus

Building LLM Applications for Production // Chip Huyen // LLMs in Prod Conference

Taught by

MLOps.community

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