---
title: "LLMOps: Deploy Open LLMs using Infrastructure as Code with AWS CDK"
url: https://daily.dev/posts/llmops-deploy-open-llms-using-infrastructure-as-code-with-aws-cdk-w9glmhycy
source_url: https://www.philschmid.de/cdk-llama2
type: article
source: "Philipp Schmid"
published: 2026-05-31T07:41:28.738Z
updated: 2026-05-31T08:15:44.712Z
tags: ["aws", "iac", "llama"]
reading_time: 5
upvotes: 0
comments: 0
language: en
---

> ## Documentation Index
> Fetch the complete documentation index at: https://daily.dev/llms.txt
> Use this file to discover all available pages before exploring further.

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

**[Philipp Schmid](https://daily.dev/sources/philschmid)** · 5 min read · 0 upvotes · 0 comments

## Summary

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.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://www.philschmid.de/cdk-llama2>

---

Tags: [#aws](https://daily.dev/tags/aws), [#iac](https://daily.dev/tags/iac), [#llama](https://daily.dev/tags/llama)

[View this post on daily.dev](https://daily.dev/posts/llmops-deploy-open-llms-using-infrastructure-as-code-with-aws-cdk-w9glmhycy)