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Run your own model endpoint on a rented GPU with vLLM: your own API key, an SSH tunnel, and an optional LoRA adapter

Short answer: rent a GPU with SSH access, install vLLM in a fresh Python environment, start it so it listens only on the instance's own localhost, require an API key of your own, and reach it from your machine through an SSH tunnel. If you have a LoRA adapter for the same base model, vLLM can serve…

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  1. 2026-10-31 05:31 · DEV Community — AI
    Run your own model endpoint on a rented GPU with vLLM: your own API key, an SSH tunnel, and an optional LoRA adapter

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