Recently, Tencent's advertising technology division has declared the open-sourcing of key technological accomplishments and datasets derived from the 2025 Tencent Advertising Algorithm Contest. This initiative includes the release of academic papers, a comprehensive multi-modal dataset boasting tens of millions of entries, and the official code for baseline models, all with the objective of propelling the evolution of generative recommendation technology.