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I am using Sparkling theme on my test site using WordPress 4 but didn’t face any issue like you.
Try deleting and restalling fresh version of the theme by downloading it.
It seems from the error message that this error is generated due to low memory allocated to PHP on your site/server.
Could you please try Increasing memory allocated to PHP using the information provided on the following pages?