Gemma 4 12B

TL;DR

A 12-billion parameter multimodal model from Google that actually runs on your laptop without calling home to a server.

Who is this actually for?

Indie devs and privacy-conscious engineers who want to ship AI features without paying OpenAI for every single token.

The Good

• Apache 2.0 license means you can use it in your commercial SaaS without lawyer-induced headaches.
• Runs on a standard 16GB MacBook, making the cloud-only crowd look like they are overcharging for nothing.

The Catch (Potential Downsides)

12B is still small for complex reasoning compared to the big proprietary models. Also, running this locally will likely turn your laptop into a space heater and kill your battery life.