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18:35 - MLOps vs LLMOps: Infra, Deployment & Architecture
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Classroom Contents
A SRE's Guide to LLMOps: Deploying and Managing AI/ML Workloads Using Kubernetes
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- 1 0:00 - Intro
- 2 0:24 - Why SREs need to worry about LLMs
- 3 1:11 - One2N's journey towards true LLMOps
- 4 15:30 - One2N's successes & challenges with K8s LLMOps
- 5 18:35 - MLOps vs LLMOps: Infra, Deployment & Architecture
- 6 19:31 - VMs to Kubernetes for LLMOps
- 7 23:07 - Vector Storage: index vs database
- 8 25:12 - Deep dive into One2N's Lab setup real-world use case
- 9 28:58 - Key takeaways to get started with LLMOps
- 10 31:23 - Outro
