I made an AI to send you newspapers from a randomly made up world. (1/4)

So, I have been getting this Idea since long that “ What If I make a newspaper that gives news of some other world”. And thats how we are here today.

First lets see what exactly does a Newspaper need?

It needs a:

• Punchy Headline
• Many Small articles
• A Good Name
• Awesome font styles

On this part lets work on what I will call “The Headline Generator”. Its pretty simple I think I am going to use a a dataset with headlines and custom train a GPT-2 model.

Lets get started:

Lets make an AI to generate headlines.

First the imports:

Lets get the news url I am using for the dataset:

Lets make a print headlines function:

Lets get the current headlines of the world:

So its getting headlines but not all headlines as the websites don’t load all at once. To load it all at once lets add a force load feature:

Lets get the compiled .csv file from my gdrive:

Lets read the csv file and delete the unwanted columns:

Now lets start custom training the GPT-2 model:

Lets get the aitextgen lib:

Setting up the tensor flow GPT-2 124 Million parameters model:

Adding the dataset and fitting it for training:

Preparing the dataset:

Saving the cleaned text .csv:

Mounting my gdrive:

Training the GPT-2 model:

Saving the trained model in my drive:

Now the lets use the model and generate the headlines:

headlines:

labor calls for inquiry into botched robbery

labor says abc canberra hospital is a labor promises to block new iraqi pm

labor to hold key polls in nsw labor to vote

==========

headlines:

clive palmer to visit the country hour

clive palmer to visit the country

clive palmer to visit the riverina cooper cronk councils to consider newcastle cbd ==========

headlines:

police arrest man over attack on women

police arrest man over alleged sexual misconduct

police call off search for missing teen police plead for help in search for missing police seek help in search for missing man police seek help

==========

headlines:

interview david rann

interview johnathan thurston interview michael klinger

interview michael clarke

interview trent robinson

interview trent robinson

==========

headlines: nasa launches mars mission

nasa to mars mars mars mars

nasa to mars mars mars moon newcastle mp backs nt government to cut funds newcastle police minister newman says north west link plan

Thats some banger headlines😁. Lets make a article generator in the next part.

I was on a break for two weeks. Thanks for waiting .

For the code go here:

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Thanks for reading 😁, See ya guys next week 👋🏼