Deploy decision models with llama.cpp on Amazon SageMaker AI

Deploy decision models with llama.cpp on Amazon SageMaker AI. The guide shows how to run OpenAI‑compatible chat completions using the AWS Deep Learning Container for llama.cpp, then extend the runtime with SemIf to return option probabilities on CPU or GPU. This enables developers to add probabilistic decision logic to LLM workloads without custom code.

Opening Kapyn…