Your question is Distributed Training Under Memory Limits. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Design a distributed training pipeline for a foundational model with limited GPU memory.