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

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Why This Matters

Gemma 4 12B represents a significant advancement in bringing powerful multimodal AI capabilities directly to consumer laptops, enabling sophisticated reasoning and agentic workflows without the need for cloud-based processing. Its unified architecture and open licensing make it accessible for developers to innovate and deploy AI solutions on everyday hardware, potentially transforming how consumers and industries utilize AI tools.

Key Takeaways

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. It is also our first mid-sized model to feature native audio inputs.

Thanks to the developer community, Gemma 4 models have now crossed 150 million downloads. You’ve built everything from wearable robotic arms for physical assistance to enterprise-grade AI security. We're excited to see what you build with this latest addition.

Here’s an overview of what makes Gemma 4 12B unique:

Novel unified architecture: No multimodal encoders. The vision and audio inputs flow directly into the LLM backbone.

No multimodal encoders. The vision and audio inputs flow directly into the LLM backbone. Advanced reasoning: Benchmark performance nearing our 26B model, unlocking powerful multi-step reasoning and agentic workflows.

Benchmark performance nearing our 26B model, unlocking powerful multi-step reasoning and agentic workflows. Laptop ready: Small enough to run locally with just 16GB of VRAM or unified memory.

Small enough to run locally with just 16GB of VRAM or unified memory. Open and accessible: Released under an Apache 2.0 license with support across the developer ecosystem.

Released under an Apache 2.0 license with support across the developer ecosystem. Drafter-ready: Gemma 4 12B comes equipped with Multi-Token Prediction (MTP) drafters to reduce latency.

Together, these features bring advanced multimodal capabilities to everyday hardware without sacrificing speed or reasoning. Let's now take a closer look at how Gemma 4 12B achieves this.

Run state-of-the-art agents locally

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