Ovis2 4B is a compact multimodal model that handles both text and image inputs with a focus on visual understanding. At 4 billion parameters, it punches at a reasonable weight for its size, making it practical for environments where compute is limited. It's an open-weight model, so teams can inspect, fine-tune, and deploy it without access restrictions.