Session
GenOps: Building a MLOps Platform to Support GenAI Workloads with Kubeflow on Google Cloud
Presented at DevFestYYC in Calgary, Alberta, Canada - Nov 2023
Taking a deep dive into how we have built an end-to-end MLOps platform on Google Kubernetes Engine (GKE) using Kubeflow, MLFlow, Spark on Kubernetes, and other open-sourced tools to support all aspects of the machine learning lifecycle. Will also walkthrough some learnings, tips and a demo on how we are leveraging this platform to run Generative AI models (specifically LLMs) in the Cloud.
Farshad Ghodsian
Sr. Technical Product Manager - AI Infrastructure & MLOps @ AMD
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