Accelerate Generative AI Inference with NVIDIA NIM Microservices on Amazon SageMaker

This article explains how to deploy and use NVIDIA NIM (Inference Microservices) with Amazon SageMaker for accelerating generative AI inference. It provides a step-by-step guide on setting up the necessary environment, pulling the NIM container, creating a SageMaker endpoint, and running inference requests.

Specifically, the article covers:

• Overview of NVIDIA NIM and its integration with SageMaker
• Prerequisites for setting up SageMaker environment
• Pulling NIM container from public ECR and pushing to private ECR
• Setting up NVIDIA API key for NIM
• Creating SageMaker model, endpoint configuration, and endpoint
• Running inference requests against the NIM-powered SageMaker endpoint
• Licensing details for using NIM on SageMaker
• Conclusion and further exploration