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#vllm

  • 22 Jul 2026

    Serving MedGemma 27B on Modal: FP8, vLLM sleep mode and 21-second cold starts

    How I self-host MedGemma 27B as a scale-to-zero, OpenAI-compatible API on Modal: FP8 quantisation, GPU snapshots, two vLLM bugs and Gemma 3 tool calling.

    10 min read#llm#vllm#self-hosting

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