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Efficiently serve dozens of fine-tuned models with vLLM on Amazon SageMaker AI and Amazon Bedrock

calendar_today February 26, 2026 person Danielle Maddix Robinson, Florian Saupe, George Novack, Haipeng Li, Mani Kumar Adari, Xiang Song, Yu Gong (AWS AI Team) domain vllm

How vLLM serves many fine-tuned MoE and dense models with Multi-LoRA, including fused MoE LoRA kernels, Triton compiler fixes, Split-K and CTA swizzling optimizations, and SageMaker AI and Bedrock tuning.

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