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2026-06-16 research_milestone A new transformer architecture with variable width allocation was proposed, demonstrating improved efficiency and performance. source

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RESEARCH · CL_95768 · Jun 16 · 00:00

Variable-Width Transformers Offer Improved Efficiency in Language Models

Researchers have proposed a novel transformer architecture, termed the '> <former' or 'x-shaped' architecture, that deviates from the standard uniform width across all layers. This new design allocates wider capacity to…