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I extended my reply before seeing your response, and my response to your reply is largely contained within that. LLMs do not just return a probability distribu
by mannykannot 4y ago
I extended my reply before seeing your response, and my response to your reply is largely contained within that.
LLMs do not just return a probability distribution (and their prompts are not questions about probability distributions.) It would be a category error to conflate something that is part of how they work for the totality of what they do.
When you say "GPT, for all its clever responses, could be replaced with that hashtable with no loss of fidelity", where does one get all the prompts that will be given to it, in advance? A hash table does not respond to any input for which it has not already been given a response to return.
- jameshart 4y ago> where does one get all the prompts that will be given to it, in advance? By exhaustive enumeration. I never said it was going to be quick
- mannykannot 4y agoFair point, but still, LLMs do not invariably give the same continuation to the same prompt. Update: it is a significant difference that you don't have to do that with an LLM.