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Brightband is an innovative platform dedicated to enhancing global weather modeling and forecasting through open-source initiatives. By providing benchmark datasets, machine learning models, and standardized metrics, Brightband aims to establish a common framework that fosters collaboration and accelerates advancements in meteorology. This approach is designed to spur innovation and deliver benefits to humanity by improving the accuracy and accessibility of weather predictions.