Philipp Schmid • 8/15/2023

LLMOps: Deploy Open LLMs using Infrastructure as Code with AWS CDK

This article provides a step-by-step tutorial for deploying open large language models (LLMs) such as Llama 2 in production using AWS Cloud Development Kit (CDK). It covers initializing a CDK project, installing the Hugging Face LLM CDK construct, adding LLM resources, and deploying the model for inference, focusing on Infrastructure as Code practices for managing AI/ML infrastructure.

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#Hugging Face #Infrastructure As Code #AWS Cdk