Ryzen AI Max Mini PCs for Local AI: Big Memory, Small Box, Real Tradeoffs
Ryzen AI Max mini PCs promise huge shared memory in a tiny box. Here is where they make sense for local AI, and where an RTX tower still wins
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Buying guidance for local AI gear: GPUs, Mac Mini accessories, SSDs, RAM, NAS hardware, networking, power, and cooling.
2.5GbE or 10GbE for Local AI? A Practical Home-Lab Network Upgrade
A practical guide to 2.5GbE and 10GbE networking for local AI labs, Mac Minis, NAS model libraries, ComfyUI boxes, and GPU workstations
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Back Up Your Local AI Lab Before the Model Drive Dies
A practical local AI backup and restore plan for ComfyUI, Ollama, model libraries, workflows, outputs, configs, and home-lab storage
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Build a NAS Model Library for Local AI Without Slowing Everything Down
A practical NAS guide for local AI home labs, covering shared model storage, ComfyUI and Ollama paths, 2.5GbE vs 10GbE, HDD vs SSD pools, backups, and buying tradeoffs
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VLAN Your Local AI Box: A Practical Home-Lab Network Plan
A practical guide to isolating local AI boxes, ComfyUI workstations, agents, NAS storage, and lab devices with VLANs, firewall rules, and safe defaults
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How Much RAM Do You Need for a Local AI Home Lab? 32GB vs 64GB vs 128GB
A practical RAM guide for local AI home labs, covering 32GB, 64GB, 128GB, ComfyUI, Ollama, Mac mini unified memory, and PC upgrade choices
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Starter GPUs for ComfyUI & Local AI: 16GB Buying Guide
A practical source-backed refresh of TokenByte's starter GPU guide for ComfyUI and local AI builds.
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External SSDs for Local AI: How Fast Your Model Drive Actually Needs to Be
Choose a local AI model drive by capacity, port speed, and machine type. Thunderbolt 5 helps transfers, but RAM, VRAM, and backup habits still matter more.
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