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

For enterprise leaders aiming to decentralize their AI workloads, Gemma 4 12B offers a rare combination of edge-friendly efficiency and frontier-class reasoning.
Digit

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 Encoder, be transformed into a language the Language Model understands and ...
VentureBeat

New fully open source vision encoder OpenVision arrives to improve on OpenAI’s Clip, Google’s SigLIP

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more The University of California, Santa Cruz ...

Fermac AI Systems and RockyEmbed: Advancing India's AI future

Fermac AI Systems is an Indian AI company developing innovative AI solutions and industry-focused training programs. Its ...

Google’s new Gemma 4 12B model is designed to run on any laptop with 16GB of RAM

The company has announced the release of a new Gemma 4 model that fills a gap in the lineup that launched earlier this year. The new model is efficient enough that you may be able to run it on a ...
InfoWorld

Portkey: An open-source AI gateway for easy LLM orchestration

The explosion of open-source AI frameworks has given developers unprecedented flexibility in deploying AI models. Portkey, an open-source AI gateway, simplifies AI model orchestration by providing a ...
Gizmochina

Xiaomi AI and LLMs: Every Model, Every Feature, Everything You Need to Know

Xiaomi has always been known for affordable smartphones and smart home gadgets. But over the last year and a half, the company has quietly turned itself into one of the most ambitious AI players in ...