Exploring Architectural Evolution in Large Language Models

Exploring advancements in model architecture, including efficiency enhancements in handling large amounts of tokens and attention mechanisms within models like LLMs by increasing context window sizes, using ring attention technique, and making architectural changes for enhanced capabilities.