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KobaldCPP or LocalAI will probably be the easiest way out of the box that has both image generation and LLMs.
I personally use vllm and HuggingChat, mostly because of vllm’s efficiency and speed increase.
It is probably dead but Easy Diffusion is imo the easiest for image generation.
KoboldCPP can be a bit weird here and there but was the first thing that worked for me for local text gen + gpu support.