There's a 80's female ninja movie I'm trying to recall from childhood. A women gets a sword and becomes possesed by it and turns into a ninja.

Try this:
Ninja III: The Domination (1984) - IMDb (http://www.imdb.com/title/tt0087805/)

Yes that's it TY =)

Great:)