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Gemma 4 on Amazon SageMaker: QAT Weights Decode 2.05x Faster Than bf16 on One L4

This article gives a short background on Amazon SageMaker real-time endpoints, then measures Gemma 4 E2B's quantization-aware trained (QAT) checkpoi…

awssagemakergemmavllm
Dev.to Sep 26, 2026, 11:10 UTC
EN

Gemma 4 on Amazon SageMaker: QAT Weights Decode 2.05x Faster Than bf16 on One L4

This article gives a short background on Amazon SageMaker real-time endpoints, then measures Gemma 4 E2B's quantization-aware trained (QAT) checkpoi…

awssagemakergemmavllm
Dev.to Sep 25, 2026, 21:55 UTC
EN

Migrating to Native Git in SageMaker Unified Studio

Version control in analytical data platforms has always been a second-class citizen — tolerated, not designed. SageMaker Unified Studio just changed…

aiagentssagemakergitmlops
Dev.to Sep 1, 2026, 17:21 UTC

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