Magnitude CLI profiles a PC and ranks local AI models by speed, intelligence, and memory

Magnitude, an open-source local inference server, now walks developers through hardware-aware model picks: install @magnitudedev/cli, run magnitude setup, and the tool profiles the machine, then ranks model, quantization, and context combinations on speed, intelligence, accuracy-related quality, and memory. The same flow can download a chosen GGUF configuration, attach it to an existing coding agent, and start a background inference service so the agent runs without cloud APIs.