Google releases Gemma 4 12B, a compact multimodal model without separate encoders

Google's new Gemma 4 12B handles text and images in a single unified architecture, sidestepping the traditional two-model approach. For indie developers, this means lower memory overhead and simpler integration when building multimodal applications on modest hardware.