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Learn to build high-quality and trustworthy foundation model software (FMware) in this 31-minute conference talk from the Linux Foundation's Open Source Summit. Explore the fundamentals of AIware and understand the critical aspects of software and AI trustworthiness. Discover how to select the right model for your needs and implement effective benchmarking strategies. Master the art of writing effective prompts while learning techniques to prevent hallucination and debug prompts when issues arise. Understand how to implement guardrails to prevent harm and ensure compliance throughout your dataflow processes. Gain insights into conducting thorough quality evaluations, designing effective user interactions, and operationalizing your AI applications for production environments.
Syllabus
Building High-Quality & Trustworthy FMware - Dayi Lin
Taught by
Linux Foundation