Guides for running AI locally — setup, hardware, and fixes.

Straight answers on local LLMs, the machines that run them, and OpenClaw — tested by hand, written plainly. No padding.

Get set up Install OpenClawA clean first install Your first 30 minutesWhat to do after install Pick a local modelBy RAM and use case
Fix a problem Troubleshooting hubGateway, auth, tunnel, VPS Slow local LLMEven when the model fits Out-of-memory crashesQuant, context, offload
Buy hardware Recommended gearThe GPU and Mac ladder Best GPU by budget3060 to RTX PRO 6000 Mac vs PC for local AIUnified memory vs VRAM

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Most useful guides

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001

Best local LLMs for 128GB RAM

RAM guide
002

Best local LLMs for 64GB RAM

RAM guide
003

Best local LLMs for 48GB RAM

RAM guide
004

Best local LLM for RTX 4090

GPU guide
005

Best local LLMs for 32GB RAM

RAM guide
006

Best local LLM for RTX 3090

GPU guide
007

Best local LLMs for 96GB RAM

RAM guide
008

Best local LLM on the M4 Max

Mac guide
009

Best local LLM for RTX 5090

GPU guide

OpenClaw DC is an independent guide to local AI and OpenClaw, written by Saurav, a cloud consultant in Washington, DC. Some gear links are Amazon affiliate links.