Run a Capable LLM on Your Laptop in 2026: Gemma 4, Mellum2 & MAI

Three local-first model launches in one week make "run a useful model on a normal laptop" finally real. Here's what runs on 16GB of RAM, which model to pick, and how to get started.

06/04/2026 · AI Tutorials · 10 min read