Docker and Compose deployment
Containerize llama.cpp and vLLM with GPU access, health checks, persistent model volumes, a TLS reverse proxy, log hygiene and safe upgrades, with a troubleshooting table for the failures you will actually hit.
12 min·Verified 2026-11Pro+50 XP
Containers give you the property you want from a model server: the same image and flags behave the same on any GPU host. They also make rollbacks, upgrades and multi-service setups (server, proxy, monitoring) routine.
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