BentoML

BentoML allows you to deploy a large language model (LLM) server with vLLM as the backend, which exposes OpenAI-compatible endpoints. You can serve the model locally or containerize it as an OCI-compliant image and deploy it on Kubernetes.

For details, see the tutorial vLLM inference in the BentoML documentation.