Navigating Challenges and Technical Debt in Large Language Models Deployment

Abstract

Large Language Models (LLMs) have become an essential tool in advancing artificial intelligence and machine learning, enabling outstanding capabilities in natural language processing, and understanding. However, the efficient deployment of LLMs in production environments reveals a complex landscape of challenges and technical debt.