ComfyUI

i have been testing this on my Framework Desktop. ComfyUI generally causes an amdgpu kernel fault after about 40 steps (across multiple prompts), so i spent a few hours building a workaround here https://github.com/comfyanonymous/ComfyUI/pull/11143 overall it's fun and impressive. decent results using LoRA. you can achieve good looking results with as few as 8 inference steps, which takes 15-20 seconds on a Strix Halo. i also created a llama.cpp inherence custom node for prompt enhancement which has been helping with overall output quality.

It's very likely worth trying ComfyUI on it too: https://github.com/comfyanonymous/ComfyUI Installation instructions: https://github.com/comfyanonymous/ComfyUI#nvidia It's a webUI that'll let you try a bunch of different, super powerful things, including easily doing image and video generation in lots of different ways. It was really useful to me when benching stuff at work on various gear. ie L4 vs A40 vs H100 vs 5th gen EPYC cpus, etc.

https://github.com/comfyanonymous/ComfyUI I only use it on Windows with Nvidia GPU, but it should work both on Windows and Linux with CPU only and with Intel GPUs, as well as on Linux only with AMD. Though skimming the README some more, I also see Apple Silicon section, and one called "DirectML (AMD Cards on Windows)", so maybe AMD+Win works too. As for use: you install ComfyUI from the link above, and then this: https://github.com/ltdrdata/ComfyUI-Manager to have UI for searching and downloading custom nodes (instead of having to install them by hand), and you're good to go.