AIAWS AI1h ago
Deploy decision models with llama.cpp on Amazon SageMaker AI
TL;DRRun open-source language models on AWS SageMaker using llama.cpp with structured decision outputs.
Why it matters: Reduces costs and vendor lock-in by enabling local inference with controlled outputs on CPU-only infrastructure.
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…
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