DreamOmni2 is a unified image generation and editing model that accepts multimodal instructions combining text and images. It enables users to modify existing images or create new ones through natural language guidance. The model was published at CVPR 2026 as a Highlight paper and is available with pretrained weights on HuggingFace along with interactive demo spaces.