As of my last Chromium update I got a chance to select whether I want or not to use the Form Filling feature. It includes address details and credit card details as can be seen in the image below:
More addresses and cards can be added as well.
I'm still using the LastPass plugin as autofill service but will sure try out Chromium's soon. Currently it is saved locally and not in the cloud so won't have it handy at different locations you're using the browser.