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AWS and NVIDIA deepen strategic collaboration to accelerate AI from pilot to production

Machine Learning Blog



This article announces AWS and NVIDIA's expanded strategic collaboration to accelerate AI from pilot to production, unveiled at NVIDIA GTC 2026.

  • AWS deploying over 1 million NVIDIA GPUs across regions starting 2026
  • Amazon EC2 support for NVIDIA RTX PRO 4500 Blackwell Server Edition GPUs first among major cloud providers
  • NVIDIA NIXL integration with AWS EFA accelerates disaggregated LLM inference
  • Apache Spark achieves 3x faster performance on Amazon EMR with G7e instances
  • NVIDIA Nemotron model fine-tuning coming to Amazon Bedrock with Reinforcement Fine-Tuning
  • Nemotron 3 Super hybrid MoE model launching on Amazon Bedrock for multi-agent workloads
  • AWS infrastructure 4.1x more energy-efficient than on-premises data centers

The collaboration delivers an integrated AI infrastructure stack optimized end-to-end for production-ready AI workloads at scale.



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