~/talk

Open Hybrid Cloud & AI Developer Experience

on YouTube 18m
Talkat Great International Developer Summit 2024 · 2024-04-23..04-26· [ai-assisted-development, platform-engineering]

speakers

name:Ignacio Riesgo
links:none on file
name:Ramakrishna Reddy Yekulla
speakerdeck:ramkrsna

resources

video:https://youtu.be/KNGvtEVd5xI
slides:none on file

summary

Claims an enterprise-ready hybrid AI stack that runs on RHEL/OpenShift across multi‑cloud, citing IDC 93% multi‑infrastructure and Gartner 80% of apps will use AI. Demonstrates a concrete pipeline: Backstage provisioning → Jupyter notebook with GPUs → fine‑tune a Hugging Face stable diffusion model on custom images (generate a dog with a red hat, ~20‑minute training), export to ONNX export, and deploy via KServe for serving — deployed on OpenShift and shown working.

AI-written summary · about

chapters (4)

  1. 0:00Introduction to hybrid AI
  2. 3:15Why hybrid cloud for AI
  3. 6:25Demo of AI model training
  4. 16:59Next steps and resources

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