DeepSeek's mHC architecture sparks debate as residual streams appear to converge with depth

Former DeepSeek researcher Chonghan Liu's analysis of the mHC (multi-residual-stream hybrid) architecture has drawn attention, with experimenters recommending iHC instead. Commentator teortaxesTex suggests cross-stream mixing may only be needed in the first half of the network.

2026-10-28 ~ 2026-10-28 · 2 related posts

• DeepSeek v4 insider: mHC residual streams may converge — why iHC is the safer pick — teortaxesTex · 2026-10-28
• Could cross-stream mixing only be needed in the first half of the network? A look at mHC — teortaxesTex · 2026-10-28