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The evaluated SST route expands a 33.819B-parameter, 18-layer source into a 66.959B two-tower model by copying source layers into an 18-layer Prefiller and an 18-layer Decoder; the Prefiller produces aligned layer-wise KV, the Decoder reads it, and both towers are jointly trained after conversion. · CiteArk