Can I Have Multiple iTunes Libraries?
Hold down the Option key when you launch iTunes. You will be asked to choose an existing library, or create a new library. You can search the web for iTunes multiple libraries and find the answer.

I suggest that you create a new iTunes library, move songs that you don't listen on a regular basis over there. If you already have them in a play list, just export them from your primary library and import in the other library.