Magma: A Foundation Model for Multimodal AI Agents

Magma is a foundation model for multimodal AI agents that can process text, images, and videos while enabling action planning and execution across different domains. The model utilizes Set-of-Mark and Trace-of-Mark techniques for action grounding and planning, demonstrating strong performance in UI navigation, robotics, and video understanding tasks.