Read this:
https://blogs.technet.microsoft.com/askperf/2010/08/13/introduction-to-the-new-sysinternals-tool-rammap/
File Summary
The next page of interest is the File Summary tab. The File Summary tab will show you very detailed information about which files are loaded in RAM on your system, including a breakdown of how that memory is being used (Active, Standby, Modified and Modified No-Write). This tab makes it very easy to track down which files are using your RAM.
For example, on this system we have about 7.8GB of RAM being used by Mapped File:
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Although 7.2 GB of this is Standby and therefore just cached, it still represents a large amount of RAM being used. So what are we using/caching...