Understanding Probability Distributions and Sampling in Language Models: The Case of Santa Claus' Suit
In the realm of data science and artificial intelligence, the concepts of probability distributions and sampling play a pivotal role in how information is processed and understood. To elucidate these ideas, consider the intriguing example of a simple normal distribution, and how it can be applied to a large language…