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Gemma 4 Inference on AWS: Bedrock, SageMaker, GPUs, Inferentia and Trainium Behind One Strands Agent
This article provides a step by step survey of LLM inference on AWS: Amazon Bedrock, a SageMaker real-time endpoint, vLLM on two EC2 GPU families, and a hand-ported Gemma 4 on AWS Inferentia2 and Trainium. A Strands agent drives all six backends, and every number below comes from two complete runs…