A Linux laptop running a local llama.cpp server with an NVIDIA GPU setup.

Running local LLM models with llama.cpp

Build llama.cpp with CUDA support, run GGUF models through llama-server, and tune common flags for fitting larger or MoE models on an 8GB RTX 4060 laptop GPU.

February 2026 · 5 min · Ryan Lupague