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基于重量的自适应专家负载平衡方案,用于能源部的动态路由

Jialin Wen1, Xiaojun Li1, Junping Yao1

  • 1School of Computer Science, Rocket Force University of Engineering, Xi'an, Shaanxi, China.

Frontiers in neurorobotics
|October 30, 2025
PubMed
概括

本研究介绍了一种动态路由策略,用于解决混合专家 (MoE) 模型中的负载不平衡. 新的方法有效地平衡专家负载,没有辅助损失,提高自然语言理解任务的效率和性能.

关键词:
计算优化优化计算优化负载平衡系统的负载平衡这是一个混合的专家组合.自然语言理解自然语言理解.路由算法路由算法路由算法

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