Our latest attempt to create nice instances with Keras and Tensorflow

Below you can find a collection of short stories and dialogues generated using an RNN, Tensorflow and GPT-2 to create short novels about relationships.

A few useful links:

Find out more about Tensorflow: An end-to-end open-source machine learning platform.

If you want to try a Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow you can use these GitHub files here  or similar packages are available in Github

The research lab OpenAI has released the full version of a text-generating AI system, see more here

Or you can try Talk to Transformer 
Built by Adam King (@AdamDanielKing) as an easier way to play with OpenAI’s new machine learning model. In February, OpenAI unveiled a language model called GPT-2 that generates coherent paragraphs of text one word at a time.

Found out more about OpenAI and GPT-2

Code and models from the paper “Language Models are Unsupervised Multitask Learners”.

You can read about GPT-2 and its staged release in our original blog post6 month follow-up post, and final post.

OpenAI has also released a dataset for researchers to study their behaviours.



The aromatic, brilliant, dark feeling has ceased to be a foam of an unduly power.
The guests were about to be back into the show and music. Touched by their youth as a soap opera, the moon was tremulous with smiles in revel and words.

It was not the springs, the deep confident where lovers are like panthers in a quiet dream.

However, wrapped in problems like a faint cedar into a strong storm, the bride walked out under a pent-up and shroud sky. Her eyes like an enchanter.

The best of his bloodline, as the sunlight straightway into history. No righteousness.

Thousand have received a vessel as a present.

As the shadows of the songs, at the dawn, he was drunk at the brink.


The light flashed the dominant hyacinth on the table.
You ploughed the stain petals with righteousness and disillusionment.
My playful flower burned away like a tattered gemstone.

The dawn was wintry and my face after sleeping was like the shield of heaven.

The blue of the sea. The land of gold. The turmoil.
We were ambitious.
Emma’s life was happy.
Our bud.

In the following of the night that weakens the morning, you covered me with a glance before the mockery day begins.

Tangled heart

Elusive and delighted rich.
A compliment to your mechanical and noble, wise, vivacious, and perceptive purpose.

I am always faithful and servile. My copiousness and self-consciousness birth gave me tremendous and confounded lucidity. Without stern, I am an independent, a fullness, a pusillanimous and an unscrupulous decision-maker.
You can pet yourself with indifferent prudence.

My selfishness with inevitable restless scorn involves stimulus.
It strikes.
Your trivial and punctilious dignity needs improvement.

I supervise a peaceful philosophy.
A clear-headed in spirit. A caution personality and complex intelligence.

Are you confident with your sagacious energy?
I shift any scrupulous, any discipline, and parsimonious habits.

I think. I impel prowess. I oversight a necessary, clear and clamorous lout.
I dwindle an emotional and improbable, now difficult, and frightening thought.

With conceit, you welcome the hectic and effective Love.

A segment of order and respect

I want to think about it, as was ever permitted to your elevated view, my dear.
If there is not imagine of every mistake, then bring us loyalty for every hope of the future.

We have always assured you with our present spirit.
This, the receipt of our while world is the resolute favour.
You just must be content. Do so, is not the appreciation of any kind between impossible words.
I repeated asking if there was a possible arrangement to stay with themselves.

Hold the address, because he always says: “You will never pay it right with this instance.”
Every day you have to extricate.

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