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Mulitple internships at different firms — Is that ok?

I have multiple offers from 3 different firms at different times. I thought I was applying only for Spring, but turned out they are for fall, spring, and summer.  Would it be frowned upon to do all of them? I see it as an opportunity to try out multiple firms in order to find the right fit. Has anyone done this?