Philipp Schmid • 11/14/2023

Deploy Llama 2 7B on AWS inferentia2 with Amazon SageMaker

This technical guide provides an end-to-end tutorial for deploying the Llama 2 7B model on AWS Inferentia2 accelerators using Amazon SageMaker. It covers converting the model with optimum-neuron, creating a custom inference script, uploading to S3, deploying a real-time endpoint, and running inference, focusing on performance optimization for deep learning workloads.

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#Model Deployment #Amazon Sagemaker #Optimum Neuron