Why Partitioning VRAM on Non-MIG GPUs Matters More Than Ever (and How to Actually Do It)

Modern GPUs are rarely dedicated to a single workload.In real production and even personal environments, one GPU often runs multiple tasks at the same time, such as: An LLM serving interactive inference An embedding pipeline powering semantic searc...