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Local AI

Local AI hardware, software and practical deployment guides for mini PCs.

Local AI Power Use: Mini PC Electricity Cost by Workload

October 14, 2026October 14, 2026 by Smith K
Mini PC showing changing local AI workload power levels

Calculate mini PC local AI electricity cost from measured wall power, workload duration and local utility rates, with examples for idle, chat and image generation.

Categories Local AI

Intel Arc vs AMD Radeon iGPU for Local AI on a Mini PC

October 14, 2026October 14, 2026 by Smith K
Mini PC with two contrasting integrated graphics compute paths

Compare Intel Arc and AMD Radeon integrated graphics for mini PC local AI workloads by software support, memory bandwidth and real runtime compatibility.

Categories Local AI

Which Local LLM Fits Your Mini PC? A RAM-to-Model Size Chart

October 14, 2026October 14, 2026 by Smith K
Mini PC beside increasing local language model memory blocks

A workload-first chart for matching local LLM parameter size, quantization and context to 16 GB, 32 GB and 64 GB mini PCs.

Categories Local AI

Mini PC VRAM Explained: Shared Memory Limits for Local AI

October 14, 2026October 14, 2026 by Smith K
Mini PC memory and graphics pathways for local AI

Understand VRAM, shared system memory, unified memory and why usable capacity and bandwidth determine which local AI workloads fit a mini PC.

Categories Local AI

How to Run Ollama on a Mini PC: Hardware, Models and Setup

October 14, 2026October 14, 2026 by Smith K
Mini PC running local language models with Ollama

A practical Ollama setup guide for mini PCs, including hardware sizing, model selection, installation, validation and common performance limits.

Categories Local AI

Recent Posts

  • Local AI Power Use: Mini PC Electricity Cost by Workload
  • Intel Arc vs AMD Radeon iGPU for Local AI on a Mini PC
  • Which Local LLM Fits Your Mini PC? A RAM-to-Model Size Chart
  • Mini PC VRAM Explained: Shared Memory Limits for Local AI
  • How to Run Ollama on a Mini PC: Hardware, Models and Setup
  • Mini PC vs Desktop for Local AI: Which Should You Choose?
  • NPU vs iGPU vs eGPU for Local AI on a Mini PC
  • How Much RAM Does a Mini PC Need for Local LLMs?

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