I run models like Stable Diffusion and Llama with ROCm but models like RealESRGAN for upscaling or Rife for interpolation with Tencents Vulkan thingy (forgot what it’s called) and that’s far easier. Would be cool if LLMs and stuff could just be run with Vulkan too.