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The adapter implementation of T5 currently passes the inputs to the adapter layer in the wrong order (i.e. residual inputs before hidden states). Thus, the sequential adapter implementation is effectively a parallel adapter.
This PR fixes the inputs order. It also clarifies the adapter layer input parameters.