The library is named after Peter White, a local businessman, postmaster, real estate developer, Michigan state legislator, and philanthropist who lived from 1830 until 1908.

During that same year, the library welcomed an average of 554 visitors per day and circulated a total of 271,262 physical and electronic items.

In 1957, the building was given an addition, which included increased storage for materials on the first and second floors, a staff room in the basement along with a large programming space, plus an elevator.

During 2018-2019 the library carried out a $4.2 million renovation project, funded by a bond approved by the citizens of the City of Marquette in August 2017.

Work included repair to the facade of the 1904 building, HVAC systems overhaul, extensive renovation to the lower level, creation of additional private study spaces, flooring replacement, and updating the technology infrastructure.

[11] The award recognized the library for providing excellent service and meeting the needs of the community in a friendly, cost-effective, and innovative way.