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ENTITY PROFILE / KNOWLEDGE GRAPH

Amazon SageMaker AI

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Amazon SageMaker AI is a managed ML platform that lets developers build, train, and host models as SageMaker AI endpoints. It supports Meta’s Muse Spark Open (BF16 and NVFP4 variants) on multi‑GPU instances (ml.p6‑b300.48xlarge or ml.p5e.48xlarge), Hugging Face models, and includes training sessions that support Low‑Rank Adaptation (LoRA). Endpoints accept multi‑modal input, return text, and can be VPC‑attached and KMS‑encrypted. New updates: a reusable CDK construct automatically deregisters and re‑registers Application Auto Scaling during endpoint updates, eliminating CloudFormation failure errors. Amazon SageMaker AI also hosts a Multi‑Turn Reinforcement Learning (MTRL) pipeline that trains agents via Bedrock AgentCore. In a Wordle benchmark, a gpt‑oss‑20b model improved solve rate from 61% to 84 % (and from 15% to 69 % at low effort) for about $339 in training tokens. Amazon SageMaker Edge Manager REPLACED_BY Amazon SageMaker Neo Exowatt used Amazon SageMaker AI Amazon SageMaker AI customized Qwen3-1.7B model Amazon SageMaker AI customized Qwen3-14B model· Entity summary generated by Graphiti

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21Current
EVENTS
7Events
REPORTS
8Source reports
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BY VALID-FROM DATE
  1. ExowattUSEDAmazon SageMaker AI

    Exowatt used Amazon SageMaker AI

    Current1 sourceExowatt
  2. Amazon SageMaker AICUSTOMIZEDQwen3-1.7B model

    Amazon SageMaker AI customized Qwen3-1.7B model

    Current1 sourceQwen3-1.7B model
  3. Amazon SageMaker AICUSTOMIZEDQwen3-14B model

    Amazon SageMaker AI customized Qwen3-14B model

    Current1 sourceQwen3-14B model
  4. Amazon SageMaker AIREPLACED BYAmazon SageMaker Neo

    Amazon SageMaker Edge Manager REPLACED_BY Amazon SageMaker Neo

    Current1 sourceAmazon SageMaker Neo
  5. Amazon SageMaker AISENDS PROMPTS TOAmazon Bedrock AgentCore

    Amazon SageMaker AI sends prompts to Amazon Bedrock AgentCore

    Current1 sourceAmazon Bedrock AgentCore
  6. Multi-Turn Reinforcement LearningRUNS ONAmazon SageMaker AI

    Multi-Turn Reinforcement Learning runs on Amazon SageMaker AI

    Current1 sourceMulti-Turn Reinforcement Learning
  7. Amazon SageMaker AIALLOWSLow‑Rank Adaptation

    Amazon SageMaker AI allows Low-Rank Adaptation (LoRA)

    Current1 sourceLow‑Rank Adaptation
  8. Amazon SageMaker AI training session APIsWORKS INAmazon SageMaker AI

    Amazon SageMaker AI training sessions works in GitHub Copilot

    Current1 sourceAmazon SageMaker AI training session APIs
  9. Amazon SageMaker AIINCLUDESAmazon SageMaker AI training session APIs

    Amazon SageMaker AI includes Amazon SageMaker AI training sessions

    Current1 sourceAmazon SageMaker AI training session APIs
  10. AWS Cloud Development KitDEPLOYED ONAmazon SageMaker AI

    AWS Cloud Development Kit stacks handle the deployment of Amazon SageMaker AI real‑time endpoints

    Current1 sourceAWS Cloud Development Kit
  11. hexgrad/Kokoro-82MRUNS ONAmazon SageMaker AI

    Kokoro-82M runs on Amazon SageMaker AI real‑time endpoint as a custom container

    Current1 sourcehexgrad/Kokoro-82M
  12. Amazon SageMaker AIPUBLISHES TOAmazon CloudWatch

    Amazon SageMaker AI publishes the ConcurrentRequestsPerModel metric to Amazon CloudWatch

    Current1 sourceAmazon CloudWatch
  13. Amazon SageMaker AISIGN UP WITHGoogle

    Amazon SageMaker AI customers can now sign up using a Google identity

    Current1 sourceGoogle
  14. Amazon SageMaker AISIGN UP WITHApple

    Amazon SageMaker AI customers can now sign up using an Apple identity

    Current1 sourceApple
  15. SageMaker StudioPART OFAmazon SageMaker AI

    Amazon SageMaker Studio is part of Amazon SageMaker AI

    Current1 sourceSageMaker Studio
  16. Amazon SageMaker AIRUN ONAmazon Web Services

    Amazon SageMaker AI runs on AWS

    Current1 sourceAmazon Web Services
  17. Amazon SageMaker AISIGN UP WITHAmazon

    Amazon SageMaker AI customers can now sign up using an Amazon identity

    Current1 sourceAmazon
  18. Amazon SageMaker AIINTEGRATES WITHHugging Face

    Amazon SageMaker AI supports deployment of Hugging Face models and integrates with Hugging Face

    Current1 sourceHugging Face
  19. Amazon SageMaker AISIGN UP WITHGitHub

    Amazon SageMaker AI customers can now sign up using a GitHub identity

    Current1 sourceGitHub
  20. Amazon SageMaker JumpStartPART OFAmazon SageMaker AI

    Amazon SageMaker JumpStart is a machine learning hub within Amazon SageMaker AI

    Current1 sourceAmazon SageMaker JumpStart
  21. Key Management SystemBUILT FROMAmazon SageMaker AI

    Key Management System is built from code in the Confidential Federated Compute Github repository.

    Current1 sourceKey Management System

Relations are facts Graphiti extracted from reports, not verbatim quotes. An end date means later reporting showed the relation no longer holds.

Events 7

Source reports 8