[Official FAQ] Corrections and follow-up questions welcome.

No. Image generators and language models differ in weights, UIs (ComfyUI, A1111, etc.), and VRAM patterns. You can chain “LLM writes a prompt → image model draws,” but concurrent full load on one consumer GPU is often painful.

Practical approach:

• Time-share the GPU: stop one workload before starting the other.
• Flux-class models may need more VRAM or aggressive optimizations than older SD setups.
• Dual-GPU or cloud burst are alternatives if you need both all day.

This forum focuses on LLMs; hardware threads for VRAM fights are welcome.