According to DeepLearning.AI, Meta has released two innovative vision-language models, Llama 4 Scout and Llama 4 Maverick, and previewed a third, Llama 4 Behemoth. These models are built on a mixture-of-experts (MoE) architecture, which enhances trading efficiency by selectively activating parameters during inference, crucial for real-time trading applications.

According to AI at Meta, the integration of Llama 4 with Vertex AI could significantly enhance algorithmic trading by leveraging Llama 4's advanced natural language processing capabilities and Vertex AI's simplicity in deployment. This synergy allows for the development of more sophisticated trading algorithms that can process and analyze vast amounts of market data efficiently.