Click the Chrome menu Chrome menu on the browser toolbar.

Select Tools.

Select Clear browsing data.

In the dialog that appears, check the "Clear saved Autofill form data" checkbox.

Use the menu on the top to select the amount of data you want to delete. Select the beginning of time to clear everything.

Click Clear browsing data.