Gemma 4 12B: A new model for efficient multimodal intelligence
Gemma 4 12B is crafted to deliver high-efficiency multimodal intelligence right to your laptop, merging mobile-first performance with sophisticated reasoning capabilities.
Today marks the unveiling of Gemma 4 12B, the latest model engineered to provide agentic multimodal intelligence to laptops. This model bridges the technological space between our edge-optimized E4B model and the more robust 26B Mixture of Experts (MoE), packaging strong capabilities into a smaller memory structure. Notably, it is our first intermediate-sized model to support native audio inputs.
Thanks to the enthusiastic support from the developer community, Gemma 4 models have surpassed 150 million downloads. Developers have utilized these models to create innovations ranging from wearable robotic arms for physical aid to AI systems for enterprise-level security. We eagerly anticipate the new applications you will develop with this recent model.
Features of Gemma 4 12B
Gemma 4 12B combines advanced multimodal functionalities with everyday hardware without compromising on speed or reasoning abilities. Here is how Gemma 4 12B achieves this balance:
The model’s performance is close to that of our larger 26B MoE model on conventional benchmarks, yet it requires less than half the memory. Compact enough to operate locally on consumer laptops with 16GB of RAM, it enables robust multimodal and agentic experiences directly on such devices.
What distinguishes Gemma 4 12B is its efficient design for processing visual and audio inputs. Conventional multimodal models usually depend on distinct encoders to interpret images and audio prior to feeding those data into the language model. These separate encoders can introduce delays and increase memory consumption. In contrast, Gemma 4 12B was trained using an encoder-free architecture, allowing it to incorporate audio and visual input directly.
For developers seeking a detailed breakdown, please refer to our comprehensive Gemma 4 12B Developer Guide.
