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# Hardware compatibility
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JARVIS-QVAC has one inference owner: `jarvisd` owns the QVAC master and every
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model call goes through `daemon/qvac-master.js`. The harness, media jobs, and
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computer-use tools do not start competing QVAC servers. The GPU gate is strict:
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when QVAC cannot report a usable GPU backend, inference fails with a truthful
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diagnostic instead of silently falling back to CPU.
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| Hardware path | Recommended profile | Expected backend | Notes |
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| --- | --- | --- | --- |
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| AMD Vulkan | laptop-16gb or desktop-gpu | Vulkan/llama.cpp | Verify the QVAC runtime sees the ICD, not only `vulkaninfo`. |
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| NVIDIA CUDA | desktop-gpu | CUDA/cuBLAS | Install a driver compatible with the QVAC build and verify VRAM. |
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| Intel Vulkan | laptop-16gb | Vulkan | Use a current Mesa stack; larger media jobs may remain queued. |
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| CPU only | unsupported for inference | none | Wake and diagnostics can run, but the master refuses model inference. |
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Run `npm run gpu-doctor` before downloading models. `assessModelFit()` should
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select the largest profile that fits reported VRAM; an unavailable model stays
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visible as unavailable and never causes the voice loop to crash. The current
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machine's GPU visibility is an installation concern when this document is
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updated; record the exact doctor output in the release checklist.
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