Eugene Yan • 10/27/2024

AlignEval: Building an App to Make Evals Easy, Fun, and Automated

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The article presents AlignEval, a tool designed to simplify and automate the creation of LLM evaluators for AI products. It outlines the common pain points in building evals and details a four-step process involving data upload, labeling, criteria definition, and optimization. The author emphasizes a data-first approach to avoid irrelevant or unrealistic evaluation criteria, and mentions integrations with LangSmith.

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#ai testing #LLM Evaluation #Automated Evals
AlignEval: Building an App to Make Evals Easy, Fun, and Automated

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