Understanding LLM Evaluation Frameworks: Metrics, Methods, and Modern Challenges
Introduction: The Complexity of Evaluating Large Language ModelsImagine a world where a single misjudged evaluation metric leads to the deployment of a flawed AI assistant that misguides millions of users. This scenario…