Solved by ptrblck in post #2 
              
              
                The ratio for splitting the IMDB dataset originates from the data itself, as 25,000 reviews are provided for training and 25,000 for testing. 
From the dataset website: 

We provide a set of 25,000 highly polar movie reviews for training, and 25,000 for testing.