A step-by-step guide to deploying Llama 2 on AWS using Infrastructure as Code with AWS CDK. Covers initializing a CDK project, installing the Hugging Face LLM CDK construct (aws-sagemaker-huggingface-llm), deploying the model to an Amazon SageMaker real-time endpoint, and running inference using the SageMaker Python SDK. The custom CDK construct abstracts away most of the SageMaker configuration complexity and supports autoscaling, monitoring, and alerts.
Table of contents
1. Initialize and bootstrap a new CDK project2. Installing the Hugging Face LLM CDK Construct3. Add LLM resource and deploy Llama 24. Run inference and test the modelConclusion1 Impression