Introducing Gemma 4 12B: a unified, encoder-free multimodal model

Practical AI: Tools, Models & Frameworksmultimodal

What changed

Introducing Gemma 4 12B: a unified, encoder-free multimodal model Today, we are introducing Gemma 4 12B, our latest model designed to bring agentic multimodal intelligence directly to laptops. Bridging the gap between our edge-friendly E4B and our more advanced 26B Mixture of Experts (MoE), Gemma 4 12B packages powerful capabilities inside a reduced memory footprint. - Open and accessible: Released under an Apache 2.0 license with support across the developer ecosystem.

Why it matters

A concrete addition to Practical AI: Tools, Models & Frameworks: it changes what's available to builders today rather than being general commentary.

How it compares

Related prior coverage to compare against:

  • Introducing Mellum2: A 12B Mixture-of-Experts Model by JetBrains
  • Welcome Gemma 4: Frontier multimodal intelligence on device
  • Transformer-based Encoder-Decoder Models

Sources