DeepSeek mHC Transformer architecture showing manifold-constrained hyper-connections and widened residual pathways.

DeepSeek mHC: A Fundamental Shift in Transformer Architecture

Transformer architectures have remained surprisingly similar in their basic structure throughout their widespread adoption, especially in how residual connections transmit […]

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