Mac Mini for AI: Can Apple Silicon Replace a GPU for Local LLMs?
Can Apple Silicon replace a GPU for local AI? Compare Mac mini M4 and M4 Pro configs, benchmark token speeds, and see when unified memory wins for running LLMs.
How to Set Up Ollama on a Mini PC: Complete Local AI Server Guide
Step-by-step guide to setting up Ollama on a mini PC as a local AI server. Install, pull models, verify GPU, add Open WebUI, and expose on your network.
How Much RAM and VRAM Do You Need to Run AI Models Locally?
Exact RAM and VRAM requirements for running AI models locally. Look-up table by model, quantization level, and hardware tier for LLM inference.
Beelink GTR9 Pro vs GMKtec EVO-X2 vs Mac Mini M4 Pro: Which Mini PC Wins for AI?
Beelink GTR9 Pro vs GMKtec EVO-X2 vs Mac mini M4 Pro compared head-to-head for AI inference: specs, benchmarks, noise, power, and price.
Proxmox VE Networking: Bridges, VLANs, and VM Networks
Learn how Proxmox VE networking works: Linux bridges, VLAN-aware bridges, and assigning VLAN tags to VMs and LXC containers. Optional Open vSwitch for advanced setups.
How to Run AI Models on Proxmox VE (GPU Passthrough, Ollama & More)
Run AI models like Ollama on Proxmox VE with GPU passthrough. Step-by-step: VM vs LXC, vfio-pci, install Ollama, and backup/monitoring.