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I've read about this thing once which said that you should write down what you dreamt about, the moment you wake up, because it would make it easier for you to remember dreams.
But, yes. I barely remember dreams too.
I feel like I have them quite regulairly, but just forget about them, way too quickly. Or, even the details.