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  # qwpl-gemma-2e-4x1-7b
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  This model was fine-tuned on the archives of Dinosaur Comics, and then further fine-tuned on a handwritten set of reasonably coherent punchlines to 1663.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  # qwpl-gemma-2e-4x1-7b
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  This model was fine-tuned on the archives of Dinosaur Comics, and then further fine-tuned on a handwritten set of reasonably coherent punchlines to 1663.
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+
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+ Like an idiot, I somehow managed to train this on my original set, not the 3550 one. Oops!
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+ Loss on the main dataset is 1.915240.
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+ Sample outputs for 1663:
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+
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+ ```
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+ I, for one, welcome our machine overlords.
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+ <eos>
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+ I guess the future was less rad than we all expected
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+ <eos>
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+ I, as your friend and a scientist from the future, am calling BS on everybody in the past.
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+ <eos>
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+ I should know, okay?
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+ <eos>
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+ I suppose the best I can hope for is some future generation decoding my scientific advances into "Here is a fun recipe for making a tasty fish pie", ahem
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+ <eos>
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+ I guess what I'm trying to say is: thanks Newton. Yeah, thanks a lot.
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+ Off panel: We should get a t-shirt made that says that?
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+ T-Rex: YES. I'm going to wear my shirt that says that for the rest of my life, yes.
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+ Off panel: The rest of your life?
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+ Off panel: You mean after life?
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+ Off panel: Or - have you made arrangements to wear the shirt after your body dies, because if so -
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+ Off panel: You have my respect
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+ <eos>
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+ I'M just saying it'd be cool if they were, that's all!
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+ <eos>
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+ I could be a scientist, and that's definitely a thing, but it'd take some serious research!
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+ <eos>
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+ I guess it's for the best though?
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+ <eos>
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+ I just wish I had any secrets to discover in the first place!!
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+ <eos>
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+ I think our civilization lacks... chutzpah??
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+ <eos>
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+ I'm not sad, I swear
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+ <eos>
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+ I have come to this conclusion only with great regret, Utahraptor!
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+ <eos>
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+ I'm totally aware that these remarks are probably an anagram!
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+ <eos>
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+ I don't think?
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+ <eos>
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+ I try to tell you this whenever and wherever the opportunity presents itself!!
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+ Utahraptor: You have my word!
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+ Narrator: LATER...
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+ Off panel: Hey, T-Rex! Do you have any interesting word games to share, or... is there some other reason why I'm standing here next to you instead of on the other side of campus?
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+ Off panel: I don't know how it happened, but I keep finding myself on the side of campus where you hang out.
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+ <eos>
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+ I believe it is that which draws me to my work
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+ <eos>
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+ I say "word games" as a scientist from history would also do
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+ <eos>
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+ I say this while doing it right now (hello to the reader if you're playing this game properly right now)!
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+ <eos>
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+ I'm sorry to be the one that had to break it to you, anagramists from the present!
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+ Off panel: No worries, I already had my suspicions
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+ <eos>
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+ ```