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A home lab owner moved AI from cloud to a local LLM in Proxmox, using Lemonade Server in an LXC on a Ryzen AI Max+ 395. ROCm backend ran a 120B model at 19 tok/s versus 5 tok/s on Vulkan. The setup prioritizes readable and editable automation rules.
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