I built a Dockerized way to run open-source AI media workflows without fighting local dependencies

"Hey besch88, good luck with OpenFork. One practical tip for laptop GPUs (like RTX 3050/4050): focus on automated VRAM offloading. On mobile chips, the 6GB limit is hit instantly by LTX/Hunyuan. If your Docker containers don’t include a rigid memory cleanup protocol (like manualgc.collect() and cuda.empty_cache() after each inference), they will crash the whole system on budget hardware. Environment isolation is great, but memory management is king here."