Is there any place I can get a summarization dataset for my summarization neural network, or should I just give up?

Is there any place I can get a summarization dataset for my summarization neural network, or should I just give up?

I’ve never heard of a summarization neural network.  However, you could probably commission a summarization dataset on Amazon Mechanical Turk.  If you can’t afford that, you might have success crowdfunding it.