Mixture of Experts

The Technological Foundation Behind DeepSeek: A Large-Scale Language Model Architecture Based on Mixture of Experts

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The Technological Foundation Behind DeepSeek: A Large-Scale Language Model Architecture Based on Mixture of Experts

Source: Deephub Imba This article is about 1400 words long and is recommended to be read in 5 minutes. This article will delve into the architectural design, theoretical basis, and experimental performance of DeepSeekMoE from a technical perspective, exploring its application value in scenarios with limited computational resources. DeepSeekMoE is an innovative large-scale language model … Read more

Understanding Key Technology DeepSeekMoE in DeepSeek-V3

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Understanding Key Technology DeepSeekMoE in DeepSeek-V3

1. What is Mixture of Experts (MoE)? In the field of deep learning, the improvement of model performance often relies on scaling up, but the demand for computational resources increases sharply. Maximizing model performance within a limited computational budget has become an important research direction. The Mixture of Experts (MoE) introduces sparse computation and dynamic … Read more