Ollama and KoboldCpp Are Doing It Wrong: llama.cpp’s Auto-Memory Fit Exposes the Limits of Manual GPU Tuning
llama.cpp’s new automated memory optimization fundamentally challenges how we think about hybrid GPU-CPU inference, making manual heuristics obsolete and delivering 20%+ performance gains for MoE models.
