I wouldn't do that. If you already found another job it shouldn't be a problem to start in two weeks. Every employer knows that this is a standard procedure. If you leave without notice it can cause some legal problems, or they won't pay you your last check and it is not ethical. What will your future employer think of you if leave like that - that you can do the same again. Think about it.
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