alt Hacker NewsThe LLMs are deterministic but they only return a probability distribution over following tokens. The tokens the user sees in the response are selected by some typically stochastic sampling procedure.
The LLMs are deterministic but they only return a probability distribution over following tokens. The tokens the user sees in the response are selected by some typically stochastic sampling procedure.
Assuming decent data, it won't be stochastic sampling for many math operations/input combinations. When people suggest LLMs with tokenization could learn math, they aren't suggesting a small undertrained model trained on crappy data.