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Write your own training loop — without managing GPUs — with Amazon SageMaker training session APIs.

AWS Machine Learning BlogCompany announcement·
AI brief

Amazon SageMaker AI training session APIs let developers write their own LLM training loop in a Python script while the service runs the GPUs.

Written by AI from AWS Machine Learning Blog's published text.

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“Amazon SageMaker AI training session APIs let you write your own LLM training loop (SFT, RL, or custom objectives) in a Python script while the service runs the GPUs.”
AWS Machine Learning Blog, 22 Oct 2026, 18:00.

Published by the organisation it describes; treat claims as first-party statements.

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