Large Language Models, Evaluation Metrics, Ethical Considerations, Generalization, Artificial Intelligence.
semantics, and are then fine-tuned for specific tasks. Source: Ahead of AI Performance Metrics Assessing the performance of LLMs encompasses various metrics. Perplexity, measuring the model’s uncertainty or how well it predicts a sample, is a fundamental metric. Furthermore, accuracy, fluency, and