Training is rather resource intensive either in time, RAM or VRAM. So it takes rather top end hardware. For the moment, nVidia's stuff works best if cost is no object.

For running them, you want a GPU. The limitation is that the model fits in VRAM or the performance will be slow.

But if you don't care about speed, there's more options.