Alex Strick van Linschoten • 1/21/2025

Notes on ‘AI Engineering’ (Chip Huyen) chapter 3

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This article provides notes on Chapter 3 of Chip Huyen's 'AI Engineering,' focusing on evaluating foundation models and LLMs. It covers unique evaluation challenges, intrinsic metrics like perplexity, and methods for measuring downstream task performance, including exact evaluation and human judgment.

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#llm #Benchmarks #Foundation Models
Notes on ‘AI Engineering’ (Chip Huyen) chapter 3

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