A residual connection that copies previous-layer attention values into the current layer improves in-context learning in transformers up to 1B parameters.
Cognitive maps and novel inferences: a flexibility hierarchy
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Associative memory inspires improvements for in-context learning using a novel attention residual stream architecture
A residual connection that copies previous-layer attention values into the current layer improves in-context learning in transformers up to 1B parameters.