OK, so I managed to find a workaround on RAM increasing, the solution was  your previous suggestion to my other post 586 to do the standardization in the Dataset and return multiple inputs. I think it was because i normalized my inputs inside the wrapper/ensemble model maybe there were variables that were still exists and caused the memory leak.
Thank you for all your help!
means a lot!