Xiaomi MiMo company blog

Inference Optimization for MiMo v2.5: Pushing Hybrid SWA Efficiency to the Limit

An end-to-end engineering practice for the MiMo-V2.5 series inference system, covering KVCache management, tiered caching, SWA-aware prefix cache trees, scheduling, Prefill/Decode pipelines, and multimodal optimizations.
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AI & Machine LearningSystems & Performance2026

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Jul 7, 2026Inference Optimization for MiMo v2.5: Pushing Hybrid SWA Efficiency to the Limit by theanonymousone11649

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