Model Serving

The same model that answers instantly on a short prompt can crawl once a conversation grows long, and the bill grows with it even though the question did not ge…

You have probably seen a claim shaped like this on a model card: "70B total parameters, but only 13B active per token." That is not marketing rounding — it desc…

A bigger foundation model is often the easiest way to get strong general behavior. A small language model can be cheaper, faster, easier to deploy privately, an…

Shrinking a model can mean two very different things. Quantization keeps the model architecture mostly the same but stores and computes weights with lower preci…