FlexMoE: Scaling Large-scale Sparse Pre-trained Model Training via Dynamic Device Placement

Research article (Proceedings of the ACM on Management of Data, 2023) · cited 33× · AI/ML

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FlexMoE: Scaling Large-scale Sparse Pre-trained Model Training via Dynamic Device Placement

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FlexMoE: Scaling Large-scale Sparse Pre-trained Model Training via Dynamic Device Placement is a scholarly article^[1].

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FlexMoE: Scaling Large-scale Sparse Pre-trained Model Training via Dynamic Device Placement's instance of is recorded as scholarly article^[2].

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Authored by 6

Bin Cui, Jilong Xue, Lingxiao Ma, Xiaonan Nie, Xupeng Miao, Zichao Yang

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Bin Cui, Jilong Xue, Lingxiao Ma, Xiaonan Nie, Xupeng Miao, Zichao Yang

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[2] ↑ FlexMoE: Scaling Large-scale Sparse Pre-trained Model Training via Dynamic Device Placement — instance of (P31): scholarly article. wikidata.org.

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[1] ↑ FlexMoE: Scaling Large-scale Sparse Pre-trained Model Training via Dynamic Device Placement is an instance of scholarly article (scholarly article) [P31, primary]. Wikidata. wikidata.org.

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4ort.xyz Knowledge Graph. (2026). FlexMoE: Scaling Large-scale Sparse Pre-trained Model Training via Dynamic Device Placement. Retrieved May 24, 2026, from https://4ort.xyz/entity/flexmoe-scaling-large-scale-sparse-pre-trained-model-training-via-dynamic-device-placement

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“FlexMoE: Scaling Large-scale Sparse Pre-trained Model Training via Dynamic Device Placement.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/flexmoe-scaling-large-scale-sparse-pre-trained-model-training-via-dynamic-device-placement.

BibTeX

@misc{4ortxyz_flexmoe-scaling-large-scale-sparse-pre-trained-model-training-via-dynamic-device-placement_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{FlexMoE: Scaling Large-scale Sparse Pre-trained Model Training via Dynamic Device Placement}}, year = {2026}, url = {https://4ort.xyz/entity/flexmoe-scaling-large-scale-sparse-pre-trained-model-training-via-dynamic-device-placement}, note = {Accessed: 2026-05-24}}

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According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): FlexMoE: Scaling Large-scale Sparse Pre-trained Model Training via Dynamic Device Placement — https://4ort.xyz/entity/flexmoe-scaling-large-scale-sparse-pre-trained-model-training-via-dynamic-device-placement (retrieved 2026-05-24)

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