Understanding the values that collaborators bring to a collaboration is important for the design of new systems. In collaborative systems understanding differing values could help design solutions to mitigate conflicts and more effectively coordinate collaboration. We review prior studies of Commons-Based Peer Production (CBPP) identifying four common value dimensions previously noted as present in CBPP: usage value, social value, ideological value, and monetary value. We use this synthetic framework to analyze a dataset of 32 interviews with contributors to Wikimedia Commons and editors of Wikipedia who use Commons resources. Our analysis supports the prior values categories while expanding how some dimensions are expressed by participants. We also highlight four additional value dimensions that were not previously identified in CBPP: cultural heritage value, rarity value, aesthetic value, and administrative value. We discuss the implications of our findings for the design of collaborative systems.