Benchmarking small LLM inference on SageMaker AI: G7 vs G5 and G6
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What happened
Benchmark two 30B Mixture-of-Experts models, Qwen3-Coder-30B and NVIDIA Nemotron-3-Nano-30B, across G5, G6, G6e, and G7 GPU instances on Amazon SageMaker AI. Compare throughput, latency, and cost-per-token, and see how G7's NVIDIA Blackwell GPUs deliver measurable price-performance gains for real-time LLM inference.
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Sources
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- Benchmarking small LLM inference on SageMaker AI: G7 vs G5 and G6AWS Machine Learning