Finally, I managed to get vLLM running on my AMD AI MAX+ 395 GPU on Ubuntu 24.04. It was not straightforward — ROCm support on Ryzen AI (gfx1151) is still evolving, and I ran into multiple low-level GPU faults before finding a stable setup. This post documents: - What didn’t work - The errors I encountered - The working configuration Hopefully this saves you a few hours (or days).