Canonical Transformer architectures consist of a sequence of computational blocks that are typically exe- cuted in a layer-by-layer manner, where each layer depends on the output of the preceding layer. Conse- quently, dependencies between layers may leave computational resources underutilized. This raises the following research question:

Canonical Transformer architectures consist of a sequence of computational blocks that are typically exe- cuted in a layer-by-layer manner, where each layer depends on the output of the preceding layer. Conse- quently, dependencies between layers may leave computational resources underutilized. This raises the following research question:

Canonical Transformer architectures consist of a sequence of computational blocks that are typically exe- cuted in a layer-by-layer manner, where each layer depends on the output of the preceding layer. Conse- quently, dependencies between layers may leave computational resources underutilized. This raises the following research question:

Canonical Transformer architectures consist of a sequence of computational blocks that are typically exe- cuted in a layer-by-layer manner, where each layer depends on the output of the preceding layer. Conse- quently, dependencies between layers may leave computational resources underutilized. This raises the following research question:

Canonical Transformer architectures consist of a sequence of computational blocks that are typically exe- cuted in a layer-by-layer manner, where each layer depends on the output of the preceding layer. Conse- quently, dependencies between layers may leave computational resources underutilized. This raises the following research question: