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then, use your caps lock key to get into capitals and press your M key to sort by memory usage. This will show you running processes by order of what's using the most memory and may help track the problem down.
To quit top, press your caps lock key again and press your q key.
You may want to do this at intervals of a few hours and copy the results down to see if something is gradually increasing its memory usage.