Explore the integration of governed Generative AI into enterprise systems in this 14-minute talk. Examine the adaptability of existing MLOps frameworks to accommodate LLMOps while maintaining risk and compliance standards. Learn which MLOps components can be reused and which require modifications or replacement to support generative AI and LLMs efficiently. Gain insights into the transformation of MLOps frameworks to become Gen-AI-ready, addressing the challenges and opportunities in the LLMOps lifecycle. Discover the benefits of mini model century and Domino in this context. Ideal for IT professionals, engineers, data scientists, and risk officers involved in LLM-based applications and governance frameworks.
Bridging MLOps and LLMOps: Integrating Governed Generative AI into Enterprise Systems
Overview
Syllabus
Intro
MLOps vs LLMOps
Generative AI Capabilities
LLMOps Life Cycle
LLM Challenges
Mini Model Century
Domino Benefits
Conclusion
Taught by
Anyscale
