Hybrid Models

Distilling Llama3 into Hybrid Linear RNN with Mamba

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Distilling Llama3 into Hybrid Linear RNN with Mamba

Follow our public account to discover the beauty of CV technology This article is reprinted from Machine Heart. The key to the tremendous success of the Transformer in deep learning is the attention mechanism. The attention mechanism allows Transformer-based models to focus on parts of the input sequence that are relevant, achieving better contextual understanding. … Read more

The Battle of Three Neural Network Structures: CNN, Transformer, and MLP

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The Battle of Three Neural Network Structures: CNN, Transformer, and MLP

Click belowCard, follow the “CVer” public account AI/CV heavy content, delivered first-hand Author丨happy Reprinted from丨Extreme City Platform Introduction University of Science and Technology of China & MSRA analyzed the characteristics of three major neural network architectures, comparing CNN, Transformer, and MLP by constructing a unified architecture called SPACH, concluding that multi-stage models are always superior … Read more