Avoid These Problems When Putting LLMs into Production

The document discusses the complexities and challenges of deploying large language models (LLMs) in business applications. It outlines issues like data privacy, resource intensity, and the difficulty of moving from cool prototypes to robust, production-ready systems. GAP’s expertise in LLMs helps businesses navigate these challenges, focusing on proper integration and practical application in diverse environments. The text highlights how LLMs require significant fine-tuning and an understanding of their unique operational demands, underscoring the necessity of having a skilled partner like GAP to leverage their full potential effectively.