arXiv (All)
open access
How Does mHC Use Its Residual Streams? Selective Routing and Near-Identity Mixing
Hyper-Connections and their manifold-constrained variant mHC widen a residual pathway from one stream to n, yet how trained models use this capacity remains unclear: how broadly blocks read and write, how strongly the residual pathway mixes streams, and whether the streams carry distinct representat
Conceptio Open Archive
Analyze & explore related research in Conceptio
Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.
This document is indexed with metadata only: full text is not available in the archive for this record. Open the official source ↗
Related documents
- How Does mHC Use Its Residual Streams? Selective Routing and Near-Identity Mixing#660800
- QUARTET: Quad-branch cross-Attention and Random-walk Traces for Enhancing Transformers on Relational Graphs#1063066
- RepFlow: Reciprocal Supervision Improves Generation and Representation in Flow Models#1117929
- Ontological Field Signatures in Collider Events: A ∇U-Based Model of Emergent Gravity#82825
- An Empirical Investigation of Pre-Trained Deep Learning Model Reuse in the Scientific Process#792717
Record · ID 972245
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive