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Deploying LLMs on Amazon EKS using NVIDIA GPUs

  • Deployed an LLM inference solution using NVIDIA GPUs on Amazon EKS while attending an AWS hands-on workshop.
  • Utilized Ray Serve and vLLM for deploying the Mistral 7B Instruct v0.3 model on Amazon EKS.
  • Deployed components like Ray, Ray Serve, and vLLM for building and managing generative AI applications on Amazon EKS.
  • The deployment included using the kuberay operator for handling Ray complexity, utilizing Ray dashboard for cluster visibility, and installing NVIDIA DCGM exporter for GPU monitoring.

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