Evaluating LLMs: Navigating Metrics and Benchmarks in the Realm of Non-Deterministic Models

Introduction: In the traditional realm of machine learning, evaluating the performance of models was a relatively straightforward affair. Deterministic models, such as those used in classical machine learning, provided predictable outcomes that allow...