Deploying a vLLM
Objective
There are several options for deploying vLLM. The sections below outline the different deployment methods. It is recommended to walk through and try each approach.
Deployment Strategies
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Deploying vLLM with S3 - Use Amazon S3 buckets to store and load model weights for vLLM deployments.
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Deploying vLLM with PVCs - Leverage Kubernetes Persistent Volume Claims to provide storage for vLLM models.
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Building a ModelCar Image - Create a custom container image with preloaded models for efficient deployment.
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Deploying vLLM via Helm - Use Helm charts to automate and manage vLLM deployments on Kubernetes.