Session
GenOps: Building a MLOps Platform to Support GenAI Workloads with Open-Source and Kubeflow
Presented at Cassandra Summit + AI.dev 2023 in San Jose, California - Dec 2023
View Recording: https://www.youtube.com/watch?v=w8a7Pu7n5Nc
Taking a deep dive into how we have built an end-to-end MLOps platform on GKE (Google Kubernetes Engine) using Open-Sourced technologies like Kubeflow, MLFlow, Spark on Kubernetes, and other open-sourced tools and how we are using it to support Generative AI models (specifically LLMs) in the Cloud. Will also walkthrough some learnings, tips and a demo on how you can leverage the same open-sourced tooling to run your models.
Farshad Ghodsian
Sr. Technical Product Manager - AI Infrastructure & MLOps @ AMD
Links
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