May 4, 2023 · A decoding procedure based on nucleus (top-p) sampling chooses from the smallest possible set of words whose cumulative probability exceeds the ...
A decoding procedure based on nucleus (top-p) sampling chooses from the smallest possible set of words whose cumulative probability exceeds the probability p.
People also ask
What is conformal prediction sampling?
What is meaning nucleus sampling?
What is top K sampling and nucleus sampling?
Jul 9, 2023 · Instead of sampling only from the most likely k words, top-p (nucleus) sampling chooses from the smallest possible set of words whose cumulative.
We employ conformal prediction, a calibration procedure that focuses on the construction of minimal prediction sets according to a desired confidence level, to ...
A decoding procedure based on nucleus (top-p) sampling chooses from the smallest possible set of words whose cumulative probability exceeds the probability p.
Abstract. Language models generate text based on successively sampling the next word. A decoding procedure based on nucleus (top- p p p ) sampling chooses ...
We employ two essential sampling techniques: (1) temperature sampling (Shi et al., 2024), which modulates the temperature parameter T to adjust the next-word ...
A decoding procedure based on nucleus (top-p) sampling chooses from the smallest possible set of words whose cumulative probability exceeds the probability p.
Nov 18, 2024 · Nucleus sampling (Holtzman et al., 2020) samples each token from the smallest set whose cumulative probability exceeds a threshold. However, ...
Conformal Nucleus Sampling · Department of Computer Science · Natural Language Processing Lab · Bar-Ilan University - The Alexander Kofkin Faculty of Engineering.