25min chapter

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

Building Real-World LLM Products with Fine-Tuning and More with Hamel Husain - #694

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

CHAPTER

The Art of Inference and Evaluation in AI

This chapter explores the technical intricacies of inference servers and the essential processes of model compilation and optimization. It emphasizes the importance of systematic evaluation and testing methods in developing AI systems, advocating for a hands-on approach to experimentation. Additionally, it highlights the significance of understanding problems in one's own terms, likening effective data analysis to the scientific method.

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