Step3 VL 10B is a visually grounded thinker that handles both text and images with a compact 10B parameter footprint. It reads charts, diagrams, and photos alongside natural language, making it comfortable in mixed-media workflows. Being open-weight under Apache 2.0 means it can be inspected, fine-tuned, and deployed without licensing friction.