How Much VRAM Do You Need for Local AI?
A practical breakdown of VRAM tiers for local AI — chat models, coding assistants, and image generation — with honest rule-of-thumb ranges, not fabricated benchmarks.
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How to Run Ollama on Ubuntu
Install Ollama with the official Linux script, pull your first model, and verify it’s actually using your GPU — the real commands, not the marketing version.