kubecon24/content/day2/04_sponsored_ai_platform.md

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2024-03-20 09:42:54 +00:00
---
2024-03-20 15:58:50 +00:00
title: "Sponsored: Build an open source platform for ai/ml"
2024-03-20 09:42:54 +00:00
weight: 4
2024-03-25 12:45:10 +00:00
tags:
- keynote
- ai
2024-03-20 09:42:54 +00:00
---
Jorge Palma from Microsoft with a quick introduction.
## Baseline
* Kubernetes is cool and all
* Challenges:
* Containerized models
* GPUs in the cluster (install, management)
## Kubernetes AI Toolchain (KAITO)
* Kubernetes operator that interacts with
* Node provisioner
* Deployment
* Simple CRD that decribes a model, infra and have fun
* Creates inferance endpoint
* Models are currently 10 (Hugginface, LLMA, etc)