---
title: "Accelerate Generative AI Inference on Amazon SageMaker AI with G7e Instances"
slug: "accelerate-generative-ai-inference-on-amazon-sagemaker-ai-with-g7e-instances"
date: 2026-04-20
category: tech-pub
tags: [open-source, amazon, nvidia]
language: en
sources_count: 1
featured: false
publisher: AInauten News
url: https://news.ainauten.com/en/story/accelerate-generative-ai-inference-on-amazon-sagemaker-ai-with-g7e-instances
---

# Accelerate Generative AI Inference on Amazon SageMaker AI with G7e Instances

**Published**: 2026-04-20 | **Category**: tech-pub | **Sources**: 1

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## TL;DR

Amazon announced the availability of G7e instances powered by NVIDIA RTX PRO 6000 Blackwell Server Edition GPUs on Amazon SageMaker AI.

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## Summary

Amazon announced the availability of G7e instances powered by NVIDIA RTX PRO 6000 Blackwell Server Edition GPUs on Amazon SageMaker AI. You can provision nodes with 1, 2, 4, and 8 GPU instances, with each GPU providing 96 GB of GDDR7 memory. This enables cost-effective hosting of large foundation models like GPT-OSS-120B and Qwen3.5-35B-A3B on a single node.

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## Why it matters

Amazon announced the availability of G7e instances powered by NVIDIA RTX PRO 6000 Blackwell Server Edition GPUs on Amazon SageMaker AI.

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## Key Points

- Amazon announced the availability of G7e instances powered by NVIDIA RTX PRO 6000 Blackwell Server Edition GPUs on Amazon SageMaker AI.
- You can provision nodes with 1, 2, 4, and 8 GPU instances, with each GPU providing 96 GB of GDDR7 memory.
- This enables cost-effective hosting of large foundation models like GPT-OSS-120B and Qwen3.5-35B-A3B on a single node.

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## Nauti's Take

The addition of NVIDIA RTX PRO 6000 Blackwell GPUs to SageMaker is a meaningful step for teams wanting to run large open-source models cost-effectively - single-node hosting for 120B+ parameter models was previously out of reach without expensive multi-node setups. The trade-off: this is still managed-service infrastructure, so costs and vendor lock-in remain real considerations. For mid-sized teams wanting to scale AI without building their own GPU clusters, this is a compelling option.

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## FAQ

**Q:** What is Accelerate Generative AI Inference on Amazon SageMaker AI with G7e Instances about?

**A:** Amazon announced the availability of G7e instances powered by NVIDIA RTX PRO 6000 Blackwell Server Edition GPUs on Amazon SageMaker AI.

**Q:** Why does it matter?

**A:** Amazon announced the availability of G7e instances powered by NVIDIA RTX PRO 6000 Blackwell Server Edition GPUs on Amazon SageMaker AI.

**Q:** What are the key takeaways?

**A:** Amazon announced the availability of G7e instances powered by NVIDIA RTX PRO 6000 Blackwell Server Edition GPUs on Amazon SageMaker AI.. You can provision nodes with 1, 2, 4, and 8 GPU instances, with each GPU providing 96 GB of GDDR7 memory.. This enables cost-effective hosting of large foundation models like GPT-OSS-120B and Qwen3.5-35B-A3B on a single node.

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## Related Topics

- [open-source](https://news.ainauten.com/en/tag/open-source)
- [amazon](https://news.ainauten.com/en/tag/amazon)
- [nvidia](https://news.ainauten.com/en/tag/nvidia)

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## Sources

- [Accelerate Generative AI Inference on Amazon SageMaker AI with G7e Instances](https://aws.amazon.com/blogs/machine-learning/accelerate-generative-ai-inference-on-amazon-sagemaker-ai-with-g7e-instances/) - AWS Machine Learning Blog

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## About This Article

This article is a synthesis of 1 sources, curated and summarized by AInauten News. We aggregate AI news from trusted sources and provide bilingual (German/English) coverage.

**Publisher**: [AInauten](https://www.ainauten.com) | **Site**: [news.ainauten.com](https://news.ainauten.com)

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*Last Updated: 2026-04-22*