The study highlights the critical role of specific layers in the transformer architecture, showing that their importance can vary based on the task and context.
Evidence suggests that certain layers are specifically linked to task location, with performance dips indicating critical areas affecting model efficiency when masked.
#transformer-models #layer-redundancy #attention-mechanism #natural-language-processing #model-efficiency
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