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Inference on AWS: Precision, Memory and Six Backends Behind One Strands Agent

This article is the written companion to the talk "Inference on AWS". One Strands agent sends the same question to six AWS backends: Amazon Bedrock, a SageMaker endpoint, vLLM on EC2 g6 and g5g, and a hand-ported Gemma 4 on Inferentia2 and Trainium. The talk adds two ideas that explain most of the…

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  1. 2026-10-12 20:58 · DEV Community — Machine Learning
    Inference on AWS: Precision, Memory and Six Backends Behind One Strands Agent

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