GPU
Performance Tuning Ollama and Local LLMs Without Guesswork
09/02/2026
Tune Ollama from a repeatable baseline, checking model fit, context, memory placement, concurrency, and answer quality; change one setting at a time and keep a rollback path.
Local AI Hardware Sizing: CPU, NPU, GPU, RAM, and VRAM
08/27/2026
A local AI hardware sizing guide explaining model memory, quantization, KV cache, CPU-only use, NPUs, GPUs, RAM, VRAM, and upgrade tiers.
Building the Right PC for Local AI
08/27/2026
A plain-English guide to choosing the right CPU, RAM, GPU, VRAM, storage, power supply, and cooling for a local AI homelab PC.
Local AI Homelab: Hardware for Ollama, Open WebUI, and Small Agents
08/21/2026
A practical local AI homelab hardware guide for Ollama, Open WebUI, GPUs, CPU-only experiments, VRAM sizing, and safe small agents.
NVIDIA vs Intel Arc for Ollama and Local AI Workloads
07/06/2026
Check exact NVIDIA and Intel Arc support, memory fit, drivers, and GPU placement before buying hardware for Ollama, llama.cpp, or LM Studio.