Cambrian-S is a vision-language model designed to understand spatial relationships and geometry in video. It builds on the Cambrian MLLM family to process visual input and generate spatially-grounded understanding across video frames. The project includes model weights on HuggingFace, training datasets (VSI-590K), and an evaluation benchmark (VSI-Super) for spatial video understanding.