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Technical How-to11 min read

Deploy decision models with llama.cpp on Amazon SageMaker AI

Learn how to deploy decision models with llama.cpp on Amazon SageMaker AI. This technical how-to serves OpenAI-compatible chat completions with the AWS Deep Learning Container for llama.cpp, then extends the runtime with SemIf to return probabilities over declared options on CPU or GPU.

By Jyothirmai KottuAWS ML Blog
Deploy decision models with llama.cpp on Amazon SageMaker AI

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Originally published by AWS ML Blog on Oct 12, 2026.

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