importantSYS.SOURCE: MiMo Blog• 2026-07-07T06:06:25Z

Hybrid SWA Inference Optimization in MiMo v2.5: Enhancing Efficiency and Scalability

#Hybrid SWA#Inference Optimization#KVCache Management#Multimodal AI#Model Efficiency

The article details technical optimizations in the MiMo v2.5 inference system, focusing on Hybrid SWA architecture to enhance KVCache efficiency and scalability for long-context and multimodal workloads. Key innovations include dual-pool KVCache management, tiered storage systems, and scheduling strategies that realize theoretical efficiency gains in production environments.

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