Encoder-Free AI explained: The architecture behind Google’s Gemma 4 12B

A vast majority of multi-modal AI systems function as a relay race. For example, an image will come in through the Vision ...

Google's latest on-device AI model is custom-made for your laptop

Google has released the Gemma 4 12B multimodal agentic AI model that's designed to run on consumer laptops without dedicated ...

Google unveils Gemma 4 12B, a multimodal AI model designed to run on laptops with 16GB of memory

Google’s Gemma 4 12B brings advanced multimodal AI and long-context reasoning to enterprise laptops with just 16GB of memory ...
VentureBeat

Google's new open source Gemma 4 12B analyzes audio, video — and runs entirely locally on a typical 16GB enterprise laptop

Credit: VentureBeat made with OpenAI ChatGPT-Images-2.0 While many AI open source model providers are pursuing larger and more powerful models, Google is still giving attention to the smaller, more ...
Semiconductor Engineering

NPU Acceleration For Multimodal LLMs

Transformer-based models have rapidly spread from text to speech, vision, and other modalities. This has created challenges for the development of Neural Processing Units (NPUs). NPUs must now ...