Shenzhen (Monkey King Bang), an open science multimodal foundation model with 11 billion parameters, handles six scientific data types (DNA, RNA, proteins, small molecules, earth systems, medical images) in one unified model. It preserves data-specific formats, outperforms peers in 9 of 20 biological tasks, achieves competitive results in small molecules, meteorology, and medical imaging, and is open-source with code and weights.