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distributed cache 1hybrid sliding window attention 1kvcache optimization 1mixture-of-experts 1multimodal inference 1

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20242026
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cs.AR2026

Full-Pipeline Inference Optimization for MiMo-V2.5 Series: Pushing Hybrid SWA Efficiency to the Limit

Xiaomi MiMo Team, Anqi Liu, Aoxin Ma +28

The paper describes a production-ready inference system for the MiMo-V2.5 large language model family that combines hybrid sliding window attention, sparse mixture-of-experts, and…