The Manifold Dial: Visualizing Why DeepSeek's mHC Stabilizes Deep Networks

subhadipmitra.com

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The Manifold Dial: Visualizing Why DeepSeek's mHC Stabilizes Deep Networks

subhadipmitra.com

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Technology@lemmy.zipEnglish · 4 days ago

cross-posted to:
technology@lemmy.ml

Subhadip Mitra | The Manifold Dial: Visualizing Why DeepSeek's mHC Stabilizes Deep Networks

subhadipmitra.com

Interactive exploration of Manifold-Constrained Hyper-Connections - how DeepSeek fixed the signal explosion problem in deep residual networks using 1967 mathematics

https://arxiv.org/abs/2512.24880

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