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#187 Mohamed Elgendy: Systematic Testing for Generative AI Models with Kolena

Eye On A.I.

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Testing and Fine-Tuning Generative AI Models

The chapter explores the layers of generative AI models being tested, from building custom models to fine-tuning language models, and foundation model provider tools. It emphasizes the importance of understanding different model strengths and weaknesses for effective testing. The discussion covers various testing aspects like coverage, scenario-level testing, human evaluation, and automated metrics integration for comprehensive model evaluation.

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