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[Explanation of the Principles of AI Artificial Intelligence Large Models] Transformer Neural Network Architecture Practice Network’s Wide Application in Different NLP Tasks
Enterprise
2023-10-02 23:55:41
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《The Applications of Transformer Networks in Different NLP Tasks》
1 Introduction
2. Technical principles and concepts
2.1. Explanation of basic concepts
2.2. Introduction to Transformer technical principles: algorithm principles, operating steps, mathematical formulas, etc.
1. Algorithm principle
1.1 Encoder
1.1.1 Self-attention mechanism
1.1.2 Feedforward neural network
1.2 Decoder
1.2.1 Self-attention mechanism
1.2.2 Encoder-decoder attention mechanism
1.2.3 Feedforward neural network
1.3 Training process
2. Operation steps
3. Mathematical formulas
3. Implementation steps and processes</
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blog.csdn.net/universsky2015/article/details/131448211
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