we used quora question pairs dataset to generates sentances from a continues space. Used google colab. just run block by block. dataset Link:
https://www.kaggle.com/c/quora-question-pairs
you will also need a glove embedding for our case we used glove 6B300D. here is the link you can download from
https://www.kaggle.com/thanakomsn/glove6b300dtxt/downloads/glove6b300dtxt.zip/1