If you want to use the cudagraphs backend you need to: --disable-cuda-malloc If you get other backends working feel free to make a PR to add them.
It probably only works on Linux. For maximum speed on Flux with Nvidia 40 series/ada and newer try using this node with fp8_e4m3fn and the --fast argument.