Deploy decision models with llama.cpp on Amazon SageMaker AI

Amazon published a guide on deploying decision models using llama.cpp on Amazon SageMaker AI.

The post covers two deployment paths: a standard text-generation path using the AWS DLC for llama.cpp with an OpenAI-compatible API, and a structured-decision path using a SemIf adapter that returns probabilities for declared options.

The guide includes CPU and GPU deployment options and benchmarks showing GPU endpoints were faster than CPU.