DeepSeek released mHC (Manifold-Constrained Hyper-Connections), a new scaling architecture that lets you widen the model's "thinking stream" without training instability.

Like widening elevator shafts in a skyscraper to move more information between floors simultaneously. Claims better final training loss and stable large-scale training. Expected to appear in DeepSeek V4.

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