IPhoto Duplicating pictures

My pictures in iPhoto 11 seem to be "reproducing", with the number of photos growing from 3,000, then to 6,0000-7,000, and finally to over 10,000.  I originally ran the face detection feature of the software and noticed it was actually creating pictures of faces from the original photos.
Next I turned on photo stream and it appears to be duplicating the duplicates, so I turned it back off.  I bought and ran a duplicate picture removal program, so I am now down to about 5,000 photos.  I want to turn Photo streaming back on, but I'm afraid I will have the same problem again.
Make it stop... make it stop...  my hard drive is being swallowed by the iPhoto beast!

How many Photos? How much Ram? What Mac? How muc free space on the Disk? And, how slow is "slow to start up"?
Are you running a Managed or a Referenced Library?
A Managed Library, is the default setting, and iPhoto copies files into the iPhoto Library when Importing. The files are then stored in the Library package
A Referenced Library is when iPhoto is NOT copying the files into the iPhoto Library when importing because you made a change at iPhoto -> Preferences -> Advanced. (You unchecked the option to copy files into the Library on import) The files are then stored where ever you put them and not in the Library package. In this scenario you are responsible for the File Management. 

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    vote_4pedro:
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    Do you Twango?
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