3 ms·
I feel like we're walking in circles and not sure if you're doing this on purpose... >Here's what you started with: "The point about non-determinism is moot if
by orbital-decay 1y ago
I feel like we're walking in circles and not sure if you're doing this on purpose...
>Here's what you started with: "The point about non-determinism is moot if you understand how it works."
Yes, the authors' point about non-determinism is moot because he draws this conclusion from LLMs being non-deterministic: "what works now may not work even 1 minute from now". This is largely untrue, because determinism and correctness are orthogonal to each other. It's silly to read that as "LLMs are deterministic".
>When challenged you're now quite literally saying "oh yeah, they are all non-deterministic, will produce varying results, it's impossible to control the outcome, and there's some ideal non-existent LLM that will not have these issues"
That's not what I'm saying. Better LLMs would be even less deterministic than current ones, but even that would not be a problem.
>So what's your point and forest again?
Point: "Determinism and correctness are orthogonal to each other".
Forest: there's much more going on in LLMs than statistical closeness. At the same time, you can totally say that it's due to statistical closeness and not be wrong, of course.
- troupo 1y agoAh, I see your point now (and I'm the author :) ) I agree with you after this explanation. I think (especially in the current offerings) non-determinism and incorrectness are so tightly intertwined that it's hard to say where one starts and the other one ends. Which makes the problem worse/more intricate. And yeah, prompting is useless: https://dmitriid.com/prompting-llms-is-not-engineering https://dmitriid.com/prompting-llms-is-not-engineering