This episode explores the groundbreaking research from Microsoft on 1-bit Large Language Models (LLMs), focusing on their new variant BitNet b1.58. The discussion centers around how this innovation significantly reduces the cost of LLMs in terms of latency, memory usage, energy consumption, and throughput, while maintaining and even surpassing the performance of traditional 16-bit models.