Full-Pipeline Inference Optimization for MiMo-V2.5 Series: Pushing Hybrid SWA Efficiency to the Limit
Summary
Xiaomi MiMo's MiMo-V2.5 blog outlines end-to-end inference optimizations, combining Hybrid SWA, MoE, and multimodal encoders to boost long-context and multimodal inference efficiency. It covers KVCache management, tiered caching, scheduling, prefill/decode pipelines, and multimodal improvements, highlighting production gains and architecture optimizations for scalable deployment.