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DAGFormer: Global Topology Prediction for Transformer Cross-Layer Connections

Yang, Xiaocong et al.
arXiv (All) · Papers
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computation-and-languagemachine-learning
We propose DAGFormer, a Transformer language model whose cross-layer connections are planned by a jointly trained topology predictor. Beyond the residual connections in a standard Transformer, DAGFormer adds direct connections from earlier layers to later ones, and the predictor controls the strengt
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