Pipeline parallelism in llama.cpp may be wasting your VRAM

In three linesllama.cpp enables pipeline parallelism by default, consuming 4x more VRAM with no speed benefit. Disabling it via -DGGML_SCHED_MAX_COPIES=1 reduces memory allocation without performance impact (tested on Vulkan with Qwen 27B).

Summary generated by Claude — human-verified