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Don't put anything in for weight. That field is for when the package is empty. In your product details screen please add the weight of your actual product there and it will be calculated at checkout.
This is an accepted solution.
Hah! Totally missed that. I suppose 0.1 will let you save the form. There has to be a value and technically there is a height.