toolformer

Definition

A self-supervised method from Meta in which a language model learns when and how to call external APIs without human annotation. The model proposes candidate calls inside ordinary text, the calls are executed, and only those that measurably improve prediction of the following tokens are kept as training data. It is the standard reference point for tool use being learned rather than prompted.