Philipp Schmid • 7/11/2024

LLM Evaluation doesn't need to be complicated

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This article argues that evaluating Large Language Models (LLMs) doesn't require complex infrastructure. It outlines a simplified workflow using an LLM as a judge, detailing how to create effective evaluation prompts with clear metrics, additive scoring, chain-of-thought reasoning steps, and few-shot examples, drawing inspiration from Discord's approach and recent research.

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#generative ai #large language models #Chatbot
LLM Evaluation doesn't need to be complicated

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