Presentation from AIAI London, November 7, 2024.
This session dives into the evolving lifecycle of LLMOps, unveiling strategies for teams to move efficiently from prototyping to production.
We’ll explore how data scientists, engineers, and end-users can work together seamlessly to unlock the full potential of LLMs, ensuring effective, confident deployment across use cases.
Key points to be covered:
- Understanding the LLMOps lifecycle: An overview of the LLMOps lifecycle from model design and development
to deployment, monitoring, and refinement.
- Optimising collaboration: Practical approaches to accelerate collaboration among data scientists, engineers and
users.
- The what, why, and how of LLMOps: A foundational understanding of LLMOps, why it’s critical for organisations,
and how to build and scale efficient operations.
- Real-world scenarios: Case studies showcasing success with LLM applications
- Challenges in LLMOps and practical solutions: Addressing common obstacles in LLMOps life cycle