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深入探讨MagiAttention:为超长上下文和异构掩码训练实现线性可扩展性

22 Apr 2025

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本期AI Radio FM - 技术频道,我们将深入探讨MagiAttention,这是一种创新的分布式注意力机制,旨在解决训练具有超长上下文(如视频生成模型)和复杂异构注意力掩码的大规模模型时面临的挑战。我们将讨论其核心组件,包括Flex-Flash-Attention内核、计算负载均衡策略、零冗余通信原语以及多阶段重叠技术,并分析其如何在实验中实现近乎线性的可扩展性。

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