{
  "id": 13995448,
  "title": "Deploy decision models with llama.cpp on Amazon SageMaker AI",
  "url": "https://urgent.news/2026/10/12/deploy-decision-models-with-llama-cpp-on-amazon-sagemaker-ai",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-12T15:51:46.000Z",
  "source": {
    "name": "AWS Machine Learning",
    "slug": "aws-machine-learning",
    "url": "https://aws.amazon.com/blogs/machine-learning/deploy-decision-models-with-llama-cpp-on-amazon-sagemaker-ai/"
  },
  "original_language": "en",
  "account": null,
  "summary": "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.",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}