DeepSeek develops mHC AI architecture to boost model performance

DeepSeek researchers have developed a technology called Manifold-Constrained Hyper-Connections, or mHC, that can improve the performance of artificial intelligence models. The Chinese AI lab debuted ...
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DeepSeek’s MHC debut meets skepticism ahead of peer validation

As costs of developing AI and the limited amount of available hardware, DeepSeek has presented a new plan for developing and ...

DeepSeek pitches new route to scale AI, but researchers call for more testing

DeepSeek's proposed "mHC" design could change how AI models are trained, but experts caution it still needs to prove itself ...
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DeepSeek Unveils ‘mHC’ Architecture to Fix AI Training Instability Amid Chip Bans

DeepSeek has introduced Manifold-Constrained Hyper-Connections (mHC), a novel architecture that stabilizes AI training and ...