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I've heard that text-davinci-003 is better than ChatGPT at most tasks. They're probably using that.

is there a competing open-source version of this model I could run locally?

I don't believe there's one just _yet_.

A quick google search reveals GPT-Neo and GPT-J as being open source. But haven't yet tried them, so can't vouch if they're as good.