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[P] Language model (GPT-2) fine-tuned on ‘The Office’ dialogues

I fine-tuned the newly released OpenAI GPT-2 345M model on all dialogues (Season 1 to 9, around 3MB) of ‘The Office’ and the model starts to acquire some humour, at least when reading it through the lens of the specific characters.
Some of my favourites:

“Michael: What is the most important thing for a company? Is it the cash flow? Is it the inventory? Oh, it’s the closets? The closets are the best.”
———————————————————————————————————————————

“Michael: All right, time for another round of questions. First, how old are you?”
“Phyllis: I’m 58. “
“Oscar: 58? “
“Kevin: Hey, hey, that’s old, right? Can I get a raise?”

———————————————————————————————————————————

“Andy: This book’s worth more to me than any number of my books. I mean, I don’t care. One of them is a good book, the other is a bad book, and the next one is a joke. All right? So… my money’s on one of the two, or zero, as they say in French, so that’s fine. “

I published some more here and will add some after training the model for a bit longer:

–> https://twitter.com/fateful_by

Some things I already noticed:

  • It got really dark at some points, e.g. “Darryl: I’m going to take a little piece of ice. I’m going to stab it into your skull.” or “Dwight: [in Andy’s car] You know, I’ve always wanted to be a detective. So, when I come back, I’m gonna sniff out leads. And if I catch a murderer, I’m gonna go blow my brains out. Now, I don’t know how that works. But I think I might be the best person to go out there and catch one of those serial killers. “
  • Temperature setting above 0.7 gives some really crazy outputs, e.g. “Andy: Stanley Hudson! [throws tie to Dwight, who throws it back] Dwight: Sorry, I didn’t mean to upset you. Ralph knows best. [to Creed] What’s gay is who you know and what’s deb (back to Oscar) You can’t work here. You’re a too busy hand. [back to Toby] You were fired for stealing the pen, right? Toby: Yesss! Bring it on!

submitted by /u/CYHSM
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.