This article provides a step by step deployment guide for Gemma 4 E2B to an Amazon SageMaker hosted GPU enabled system. A suite of Python MCP tools is built to simplify management of the vLLM hosted deployment with Claude Code. https://github.
Source: [Dev.to](https://dev.to/aws-builders/gemma-4-on-an-amazon-sagemaker-endpoint-aws-cli-nvidia-l4-and-an-mcp-server-2c9d)