How to fix: RuntimeError: mat1 and mat2 shapes cannot be multiplied (616*2048 and 768*320)

Solutions:

Make sure you are using compatible checkpoint and controlnet, they have to be both for SD1.5 or SDXL.

Similar issues:

Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cpu.