Hyperloop Transformers
Summary
Hyperloop Transformers are looped language models that apply hyper-connections at loop boundaries, giving a shared middle block access to matrix-valued residual streams.
Role In The Wiki
Use this page as the object card for the architecture. The source page carries the evidence details, limitations, and agenda mapping.
Official Artifacts
Evidence
Relation To Foundation TSFM Agenda
Use the source-level agenda mapping in hyperloop-transformers-2026. At the entity level, this page should stay as the method card for loop-level hyper-connections in recurrent-depth Transformers.