AWhat changed
Evaluated GLU-style Transformer feed-forward blocks, including GEGLU and SwiGLU, under matched parameter and computation budgets.
Scientific scope
Evaluated GLU-style Transformer feed-forward blocks, including GEGLU and SwiGLU, under matched parameter and computation budgets. GLU and Swish have prior sources. Matching budgets reduces hidden width; the source's T5 experiments do not prove universal improvement.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. GLU and Swish have prior sources. Matching budgets reduces hidden width; the source's T5 experiments do not prove universal improvement.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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