Transformer Variant with Separate State and Prediction Streams Shows Efficiency Gains2. July 2026AI ModelsA modified Transformer with two independent computation streams for state management and token prediction reduces required resources and improves performance by 2–3 percentage points on downstream tasks. Share on: