How Much VRAM Do You Actually Need to Run LLMs Locally?
A practical VRAM guide by model size and quantization — what really fits on 4, 8, 12, 16 and 24 GB cards, tested on real hardware.
Guides
Everything we've tested and written, newest first.
Run Your First Local LLM with Ollama in 10 Minutes
From zero to chatting with a local model: install Ollama, pick a model that fits your VRAM, and verify it's actually using your GPU.