Mastering Enterprise-Grade LLM Deployment: Overcoming Production Challenges

This session delves into the practical challenges of deploying Large Language Models (LLMs) in production, particularly for enterprise applications. We’ll cover topics such as managing computational resources, optimizing model performance, ensuring data security, and adhering to compliance standards. The talk will also showcase strategies to mitigate these challenges, focusing on infrastructure management, latency reduction, and model reliability. Case studies from industries such as healthcare, finance, and e-commerce will illustrate how enterprises can safely and efficiently integrate LLMs into their existing systems.