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MegaBlocks:稀疏混合专家模型的高效训练

09 Mar 2025

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本次播客讨论了MegaBlocks,这是一个在GPU上高效训练混合专家模型(MoE)的系统。MegaBlocks通过将MoE计算重新表述为块稀疏操作,并开发新的块稀疏GPU内核来有效处理MoE中存在的动态性,解决了现有框架的局限性。

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