LLMOps (LLM Bootcamp)

In this video, Josh gives a tour of the emerging discipline of LLMOps: principles and practices for continuous improvement of large language model-powered applications.

- Comparing and evaluating open source and proprietary models
- Workflows and tools for iteration and prompt management
- Principles for applying test-driven development to LLMs

Download slides and view lecture notes: https://fullstackdeeplearning.com/llm-bootcamp/spring-2023/llmops/

Intro and outro music made with Riffusion: https://github.com/riffusion/riffusion

Watch the rest of the LLM Bootcamp videos here: https://www.youtube.com/playlist?list=PL1T8fO7ArWleyIqOy37OVXsP4hFXymdOZ

00:00 Why LLMOps?
01:55 Choosing …

applications bootcamp continuous continuous improvement development improvement iteration language language model large language model llm llmops llms management open source practices prompt test test-driven development tools video workflows