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Resident model

swapping requires step-up โ€” assert a passkey first. The old model is unloaded before the new one is loaded (one model fits the iGPU at a time), so turns during the load are refused and fall back to the classifier.

a swap is not remembered. Nothing writes it down, so the next restart of the daemon โ€” including the one mavupdate does โ€” comes back on phraser.model_path from the config. Make it stick by editing that.

swap not configured

this core has no phraser.swap_models allowlist, so there is nothing to swap to. Add the gguf paths you allow to deploy/mavend.json and restart once.