1. What a Large Model Actually Is First, let us ask two large models this question and see what they answer. Claude says that a large model is essentially a probabilistic expression of linguistic knowledge: through statistical learning it models the regularities at every level of language and represents the prior distribution of language generation, thereby gaining the ability to predict and generate language.