Tech
Gemma 4 on an Amazon SageMaker Endpoint: AWS CLI, NVIDIA L4, and an MCP Server
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.com/xbill9/sagemaker-gemma
What is this project trying to Do?
This project serves Gemma 4 E2B from a SageMaker real-time endpoint on one NVIDIA L4 GPU, using the vLLM container AWS publishes for SageMaker. Every AWS call is a plain ...
Read the full discussion on Dev.to
This article was aggregated from Dev.to. Click to join the conversation.
View on Dev.to
Related Trends in Tech
The AI Code Avalanche: Building an Adversarial Pipeline to Stop Code Hallucinations Before They Hit
Did Xbox Acquire Activision or Did Activision Acquire Xbox?
Building a Versioned Lambda Deployment Script With the AWS CLI
Why I Built a Local Evidence Debugger Instead of Another Agent Dashboard
Salmon Introduces Execution Verification Infrastructure (EVI) for Securing AI Agents
A Gravitational Battle Within the Earth Is Changing the Length of Days