Amazon brings agentic fine-tuning to SageMaker with support for Llama, Qwen, Deepseek, and Nova

THE DECODER / 5/5/2026

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Key Points

  • Amazon has added an AI agent to SageMaker to help developers customize language models via “agentic fine-tuning.”
  • The update extends support for multiple major model families, including Llama, Qwen, DeepSeek, and Amazon Nova.
  • The announcement positions SageMaker as a more agent-focused platform for building and tailoring LLM applications.
  • By combining agents with fine-tuning workflows, Amazon aims to streamline developer efforts to adapt models to specific needs.

the AWS logo surrounded my millions of little AI agents connect to each other

Amazon SageMaker AI now includes an AI agent designed to help developers customize language models.

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