For citations:

Gulyaev V.O., Zakharova O.I. Evolution of transformer architectures: from self-attention to efficient sparse models. «System analysis and applied information science». 2026;(2):78-81. (In Russ.) https://doi.org/10.21122/2309-4923-2026-2-78-81