The Local Silicon Equation: 128GB VRAM, Bandwidth Limits, and Cloud Illusions
Why spending £4,000 on a 128GB NVIDIA DGX Spark alongside an RTX 4090 makes sense: the friction of the cloud hourly meter, memory bandwidth vs capacity trade-offs, and running 131k context on local silicon.