LLMs Gone Wild - Beyond the Demo: Performance and Improvement

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.

LLMs gone wild - Tess Ferrandez-Norlander - NDC Oslo 2024