I'm not sure about the specific AI apps you mention, but from my personal experience the "AMD works way better than Nvidia on Linux" mindset is no longer a thing.

When I upgraded to a new gpu a few years ago, I first got an AMD gpu because of that mindset that was all over the internet (I believed them), but for the life of me I couldn't get games to run properly with it. A week later I traded it for an Nvidia card and it just works.

I do suffer from system wake from sleep issues that I think are the nvidia drivers fault, but atleast I can play games if I decide to.

[–] Natanox@discuss.tchncs.de 1 points 1 hour ago

but from my personal experience the “AMD works way better than Nvidia on Linux” mindset is no longer a thing.

Oh my god it absolutely is, and until NVK becomes the standard everywhere it will most likely stay that way. That shit breaks so often on a laptop I gonna sell soon, on my families' computers and apparently also in computers from people in my local hackerspace. Some distros just managed to work around those drivers' problems really well, sometimes by including them from the start of creating their own well-working packages (like Arch's nvidia-dkms).

[–] BreadstickNinja@lemmy.world 1 points 1 hour ago

Can I ask what distro you're running? Some of the gaming-focused ones like Bazzite still seem to gather some comments about working better with AMD, though it seems like there are some workarounds. I am resolved to leave Microsoft behind completely at the W11 switch so I'm trying to get my bearings!