AWS Releases llama.cpp-Specific DLC Supporting Decision Model Deployment
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On October 12, 2026, AWS introduced on its Machine Learning Blog methods for deploying decision models with llama.cpp on Amazon SageMaker AI, offering two paths. The first uses an AWS-provided DLC (Deep Learning Container) that exposes an OpenAI-compatible chat completions endpoint; the second uses the SemIf (formerly OpenJev) sub-image to directly return the probabilities of the declared options without decoding answer tokens. This report is the first coverage of the event, which is currently in its initial release stage.
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- AWS Machine Learning BlogDeploy decision models with llama.cpp on Amazon SageMaker AI
AWS describes two paths for deploying decision models with llama.cpp on Amazon SageMaker AI: serving OpenAI-compatible chat completions via AWS DLC, or using a SemIf (formerly OpenJev) sub-image to directly return probabilities of declarative options without decoding answer tokens.
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