Section 3

Scaling and Serving in Production

A trained, aligned model is not yet a product. This section covers the constraints that decide whether it can be one: how far back it can "remember" within a conversation, how small it can be made without losing too much accuracy, whether a smaller model can be taught to imitate a larger one, and how a serving system turns one trained model into a responsive, affordable API that many users share at once.