GPT-2 and conditional sample generation

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.

To run Tensorflow and GPT-2 from Open AI you can use Anaconda Distribution.
The open-source Anaconda Distribution is the easiest way to perform Python/R data science and machine learning on Linux, Windows, and Mac OS X.


Trust the true distance

Hundreds know you will know love … and the emptiness without it.
My doubts come anyhow. Sorry.
I found stability and constancy.
Will know to love you whispered in the prisoner’s soul.
Keep the world of a hand.
Imagining love.
Eternity Love


I am in love. Don’t speak.
I get it, but the princess becomes Love.
To find her remember they should love me.
It is never an easy motionless power.
We’re better; their secret errors are impenetrable: true power is ego.
Then all started knowing. The unlucky life.
My monotheist standards that you have shadowed.
Agony turned into thinking of your weirdness.
I wring the search, the expectation. I fight for it.
In a time of hope, my heart beats with a sense of loss.
I do not want to live, to do my work, to get on with it.
My work is with you. I will leave if you leave me.
It is the truth, but it is a lie. I have been waiting for for so long.

In the beginning, it was you.
All of it.

Sorry. I should talk to you right now.
Do you remember Sunday when I tried to kiss you before I stopped?
However, after, we parted ways and our lips fell on each other. We spoke while John stood next to us. After a drink of gin, we had a kiss.
When we talked, we broke up, and I said, “Sorry. Don’t speak. I’m sorry.”
After meeting up with you, John told me I wasn’t a good husband. When he suggested that we didn’t have any children, I told him: “I didn’t want to be a father” He didn’t think I was right.
Upset because I am not with you.
Monday, later evening we went on a date, and we ended up having a funny conversation, and you took photos of the place from time to time. I was very proud of it, but you were angry.
When I told you that there were some things I wanted to do for you, you were furious and told me to be very serious about it.
Tuesday, as we left the apartment together, John came over and offered to go talk with you. You asked how he was felling.

Disobedient mind

Can’t be everything when you don’t love.
Moments with dreams.
Important than the music you listen and I haven’t kept.

The glance never remains a dream, only answer.
Will know love. Will know to love.
You will know to marry a chosen…

My emptiness with your friends had a face; comes that I love you at the end… Let’s the intentions, I had a day.
They drink water as I can swear in comfort over your blindness.

Call you to escape.
Inspiration for the loneliness words into your eyes.
The matter, the unspoken truth.

Fast, it is your moment

The heart. My arms are enough up with yours.
Our eyes, and loved.
Let this soul go higher.

Words. Meeting in which I am in.
Why “That’s the time”?

Fell for anyone, in your idea.
Changes than I loved.

“Never Love.” I believe.
They break something near.
Trust the heart and being saved, unlucky easy-going.
Always be me, or only you?

Run your mind. Clean the space.
Loving is Love but you walk through yourself.
Think, will you?

They began keeping images but today they are behind and I enjoyed it.

Love always!
You promise!
I need Love, but again, complete.

Together is a luxury

Admiration. Your wife misunderstood stories in tears.
And because they’re deepest, for fears they have waited.

I need Love as a condition; my brightness seems motionless.

Hold on, you said “Every day.”
The deepest words you told them.

A devil that doesn’t dig the essence as an act.
Bearing in mind this new weirdness loves you.
Courage. I will invulnerable, the time must be weird.
Expect jumps; your love is transforming.

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