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xbillSep 25, 2026 • 9 min read
Gemma 4 on Amazon SageMaker: QAT Weights Decode 2.05x Faster Than bf16 on One L4
A short background on SageMaker real-time endpoints, then a measured comparison of Gemma 4 E2B's QAT...
#aws#sagemaker#gemma#vllm
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xbillSep 25, 2026 • 10 min read
Gemma 4 on an Amazon SageMaker Endpoint: AWS CLI, NVIDIA L4, and an MCP Server
Step by step deployment of Gemma 4 E2B to a SageMaker real-time endpoint on one NVIDIA L4 with the A...
#aws#sagemaker#gemma#mcp
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