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I fed 24 years of my blog posts to a Markov model

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Re: I fed 24 years of my blog posts to a Markov model

#5
I did something similar many years ago. I fed about half a million words (two decades of mostly fantasy and science fiction writing) into a Markov model that could generate text using a “gram slider” ranging from 2-grams to 5-grams.

I used it as a kind of “dream well” whenever I wanted to draw some muse from the same deep spring. It felt like a spiritual successor to what I used to do as a kid: flipping to a random page in an old 1950s Funk & Wagnalls dictionary and using whatever I found there as a writing seed.

Re: I fed 24 years of my blog posts to a Markov model

#7
post #6
post #4

I recall a Markov chain bot on IRC in the mid 2000s. I didn't see anything better until gpt came along!

Yes, I made one using bitlbee back in the 2000s, good times!

I made one for Hipchat at a company. I can't remember if it could emulate specific users, or just channels, but both were definitely on my roadmap at the time.

Re: I fed 24 years of my blog posts to a Markov model

#8
post #3

I usually have this technical hypothetical discussions with ChatGpt, I can share if you like, me asking him this: aren't LLMs just huge Markov Chains?! And now I see your project... Funny

> I can share if you like

Respectfully, absolutely nobody wants to read a copy-and-paste of a chat session with ChatGPT.

Re: I fed 24 years of my blog posts to a Markov model

#9
post #3

I usually have this technical hypothetical discussions with ChatGpt, I can share if you like, me asking him this: aren't LLMs just huge Markov Chains?! And now I see your project... Funny

LLMs are indeed Markov chains. The breakthrough is that we are able to efficiently compute well performing probabilities for many states using ML.
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