Inside "Evaluating Large Language Models: A Comprehensive Survey," you'll find a detailed analysis of Large Language Models (LLMs), how they are evaluated, their progression, and future pathways. The e-book sheds light on taxonomy for assessing LLMs, the importance of alignment, ethical values, and safety evaluation. Discover practical insights for using LLMs safely and beneficially across various domains.
Introduction and Overview of Large Language Model Evaluation
Explore the methods for evaluating large language models, their challenges, progress, and potential future directions.
Taxonomy for Evaluating Large Language Models
Explore the evaluation methods, challenges and potential safety measures for large language models.
Assessing Knowledge and Capability of Language Models
Exploring methodologies for evaluating language models, considering aspects like knowledge and capability, alignment with human values, and safety protocols.
Evaluation of Ethics and Safety in Large Language Models
The e-book delves into evaluation methods for large language models focusing on their safety and ethical alignments.
Specialized Domain Evaluation of Large Language Models
Explore in-depth evaluation methodologies for large language models in specialized domains.
Organization of Evaluation and Benchmarking in Large Language Models
Explore structured evaluation and benchmarking methods for large language models in various domains.
