From Model to Inference System

A language model is not the same thing as an application. A model is a set of learned parameters — often called weights — that can generate or transform text when it receives an input. A runtime loads those weights, prepares the input, generates tokens, and returns an answer. An application adds everything else: interface, data access, authentication, logging, storage, and rules about what the model may do.…