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Pin and fetch audio.cpp, generate the LocalAI gRPC protocol sources, and propagate the upstream accelerator switches into the engine_runtime-linked server target. Add a fixture-only contract test covering CPU, CUDA, Vulkan, Metal, legacy option rejection, and uname-based Darwin selection. Assisted-by: Codex:gpt-5