I have been dying to see how GPT-2 writes a Harry Potter script, and the result is glorious beyond my imaginings.pic.twitter.com/t4960bS28H
![Snape: I understand.
[A snake appears and Snape puts it on his head and it appears to do the talking. It says 'I forgive you.']
HARRY: You can't go back if you don't forgive.
Snape: [sighing] Hermione.
HARRY: Okay, listen.
Snape: I want to apologize to you for getting angry and upset over this.
HARRY: It's not your fault.
HARRY: That's not what I meant to imply.
[Another snake appears then it says 'And I forgive y](https://pbs.twimg.com/media/Dzul3xyVAAAfslV.jpg)
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OpenAI asked a bot to read most of the Harry Potter fanfic movie scripts on the Internet and then asked it to write Harry Potter movies of its own.
Jeff Wu and @Miles_Brundage of @OpenAI kindly gave this prompt (+1st 2 dialog lines) to the full GPT-2 model for me.pic.twitter.com/ZuANQ4O5dE
![HARRY: We're almost to Hogwarts!
HERMIONE: And no attacks or disasters so far.
HARRY: Are you thinking of a war, Hermione? Harry: Well...it's not something I can just talk to Minerva about. She's worried.
HERMIONE: There was an incident over the summer with a wizard called Mr. Snape.
[Hermione is surprised at Snape calling her 'Harry'.]
HARRY: Well, it really must have been him.
HERMIONE: There was another one.
HAR](https://pbs.twimg.com/media/Dzujh_iUcAEVsIk.jpg)
![Snape: [sighing] Hermione.
HARRY: Okay, listen.
Snape: I want to apologize to you for getting angry and upset over this.
HARRY: It's not your fault.
HARRY: That's not what I meant to imply.
[Another snake appears then it says 'And I forgive you.']
HERMIONE: And I forgive you.
Snape: Yes.
HARRY: [sits down and looks off the portrait hole] I think they'd love to have me as their Minister.
[He looks in the portrait ho](https://pbs.twimg.com/media/Dzuj_wjUYAAwuB2.jpg)
![Snape: Harry, you will never find out where this comes from.
Harry: I have everything under control.
[Snape turns around and he's wearing a nightgown, with only the tip of his wand showing which is also in flames. A snake is sitting on top of the box.]
SNAKE: There are two ways out.
[Snape opens the box and the snake goes into the other side of the box. Snape stands up.]
SNAKE: You have two choices.
HARRY: I don](https://pbs.twimg.com/media/DzukNSnVYAA_-2F.jpg)
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Here's one of the outtakes: instead of writing a Harry Potter script, GPT-2 did a bot-written script about scriptwriters getting bots to write scripts.pic.twitter.com/BQsK741dA0
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Huh, surprised it keeps the same narrative transcriptive style all the way through.
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I was super impressed! The toy 117M model usually wanders away from the format & characters and descends into prose or video game playthrough transcripts.pic.twitter.com/siOf6jt48w
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But eels.
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And sudden bursts of fisticuffs
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Was this actually retrained on the scripts or was it just prompted? I find even the 117M GPT-2 is good at writing fanfic for popular stuff like Harry Potter, Star Wars. But not good at outputting a script-like format, works better with normal fanfic style.
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This is the full model, prompted with the "Open AI asked a bot" + 1st 2 lines of dialog.
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Here are some Harry Potter and Star Wars script snippets I got with the 117M version.https://twitter.com/JanelleCShane/status/1096414471642324993 …
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I'm impressed by the 117M version with popular fandoms. It will introduce additional characters that fit, etc. Though it tends to write Spock and Kird into any Star Trek story in my experience!
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Wait this one is real? Not one of those "we made a computer watch 30,000 hours of Chipotle commercials and then had it write one" things? If this was almost anyone other than you, I'd be skeptical. But I trust that you know what you're talking about with this sort of thing.
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This one is the real thing! From the full GPT-2 model. It's interesting to compare with the made-up version.
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It’s not a party until Snaps shows up in his nightgown with just the tip of his wand showing ...
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I definitely had to read that part twice
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This is going to make it more difficult to explain the fake bot scripts
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I know! The memory thing is no longer a simple giveaway. At least the “what is in the training data” question still applies. Video in still doesn’t lead to a model that can write scripts with stage directions.
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"Okay, listen" through "meant to imply" is shockingly coherent as a dialog, I could see it in a fic. Are the first two lines in each image prompted, or only the first two in the first image?
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Only the first 2 lines in the 1st image were prompted. The rest is presented unchanged (I did indent the stage directions so they would be easier to read)
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That's incredibly cool. Thanks for the clarification :)
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