Osm4gpd is a Python package that provides a fairly memory-efficient parser to load OpenStreetMap data in its native protobuf format into a sparse GeoPandas DataFrame. This package aims to help users work with large OSM datasets while minimizing memory usage and providing a convenient interface for data manipulation.