Evaluation

AI evaluation systematically measures a model’s performance on tasks. Classically, this applied metrics like accuracy or precision to clear and discrete numerical or categorical targets. Moden evaluation also assesses the output of generative models to ensure they create content within an organization’s standards and guidelines.

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How data slices transform enterprise LLM evaluation

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LLM evaluation in enterprise applications: a new era in ML

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CRFM’s HELM and enterprise LLM evaluation beyond accuracy

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