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this post was submitted on 03 Nov 2023
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Programming
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Yes, that's by design, the networks work on transcripts per input, it does genuinely get cut off eventually, usually it purges an entire older line when the tokens exceed a limit.
I’m talking about using the ChatGPT API to make a chat bot. Even when the user’s input is just one sentence, it can cause ChatGPT to forget its prompt.
Ah, even then it could just be a consequence of training samples usually being chronological(most often the expected resolution for conflicting instructions is "whatever you heard last", with some exceptions when explicitly stated) so it learns to think that way. I did find the pattern also applies to GPT trained on long articles where you'd expect it not to, so wanted to just explain why that might be.
Or I should explain better: most training samples will be cut off at the top, so the network sort of learns to ignore it a bit.