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News/Manifold-Constrained Hyper-Connections for Parameter-Efficient Finetuning
arxiv
PublishedJuly 21, 2026 at 4:00 AM

Manifold-Constrained Hyper-Connections for Parameter-Efficient Finetuning

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arXiv:2607.18130v1 Announce Type: new Abstract: Most parameter-efficient finetuning (PEFT) methods adapt weights or activations, thus leaving one of the key Transformer components unchanged: residual connections. This paper investigates Manifold-Constrained Hyper-Connections (mHC), a generalisation

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