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SageMaker AI

Build, train, and deploy custom generative AI models at scale.

SageMaker Studio​

  • Integrated development environment
  • Jupyter notebooks for AI development
  • Model registry and versioning

Foundation Model Training​

  • Fine-tuning pre-trained models
  • Custom dataset preparation
  • Distributed training strategies

Model Deployment​

  • Real-time inference endpoints
  • Batch transform jobs
  • Multi-model endpoints

JumpStart Models​

  • Pre-trained foundation models
  • One-click deployment
  • Fine-tuning capabilities