Run a vLLM Server on HF Jobs in One Command
This article describes how to spin up a vLLM server on Hugging Face Jobs using a single command. It covers prerequisites, launching the server with a GPU, exposing the port, and querying it from curl or Python. The service is pay-per-second and requires no Kubernetes or server provisioning. It is intended for tests, evals, or batch generation, with a note that production use should use Inference Endpoints instead.
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