llama.cpp Archives - GPU Insights

llama.cpp

Unified Memory AI Comparison (2026): DGX Spark vs Mac Studio M4 Ultra vs AMD Ryzen AI Max+ vs GMKtec EVO-X2

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Last updated: May 2026. This unified memory AI comparison pits NVIDIA DGX Spark, Apple Mac Studio M4 Ultra, OEM AMD Ryzen AI Max+ 395 desktops, and the GMKtec EVO-X2 mini-PC against each other for buyers who want turnkey unified memory—not PCIe GPU surgery. Runtime claims cite dated sources where they exist: community llama.cpp threads (build … Read more

The Complete Hardware Guide for Running Powerful AI Models Locally (2026)

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Building the right hardware for running powerful AI models locally is the single most consequential technical decision you’ll make as an AI practitioner in 2026. The difference between a system that handles a 70B parameter model at a usable 25 tokens per second and one that crawls at 3 tokens per second with constant RAM … Read more