LLMs Gone Wild - Beyond the Demo: Performance and Improvement
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Explore the challenges and solutions of implementing Large Language Models (LLMs) in production environments in this one-hour conference talk from NDC Oslo 2024. Delve beyond impressive demos to understand the real-world implications of LLM applications using custom data. Learn how to assess an app's viability, measure its performance accurately, and address common issues such as hallucinations and unexpected behaviors. Gain valuable insights on enhancing LLM app performance and navigating the complexities of post-demo implementation. Discover practical strategies for optimizing LLM-powered applications and ensuring their reliability in real-world scenarios.