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Artificial Intelligence

G6e Instances Expand for Enhanced GPU Performance on SageMaker Studio

Amazon EC2 G6e instances featuring NVIDIA L40 GPUs and AMD EPYC processors offer up to 2.5x performance gains over G5 for model training and deployment.

AI-ASSISTED REPORTING · RETROSPECTIVE ARCHIVE

Retrospective edition: 2026-05-11. Source published: 2026-05-11. Added to this archive: 2026-11-03. This briefing was prepared later from the linked announcement; it was not published on this website on the historical edition date.

AWS announced general availability of G6e instances in new regions including Dubai, Tokyo, and Frankfurt on SageMaker Studio notebooks. These instances use up to 8 NVIDIA L40 Tensor Core GPUs (with 48 GB GPU memory each) alongside third-generation AMD EPYC processors, boosting performance on machine learning tasks.

G6e supports interactive training and deployment for generative AI, handling models up to 13 billion parameters and diffusion models for multimedia generation. The instances aid efficient experimentation and fine-tuning of large language and multi-modal AI models in integrated development environments.

Source & further reading

Announcing Region Expansion of G6e instances on SageMaker Studio notebooks ↗

Source published 2026-05-11. This report was prepared with AI assistance from the linked primary-source material. Claims and limitations should be checked against the original announcement or research.