Learning Path
Question & Answer
Choose the Best Answer
Attention
Context
Output
Input
Understanding the Answer
Let's break down why this is correct
The decoder receives the context produced by the encoder. Other options are incorrect because Attention is a method, not the decoder’s purpose; Context is part of what the decoder uses, but it is not the decoder’s creation.
Key Concepts
Transformer Architecture
hard level question
understand
Deep Dive: Transformer Architecture
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Definition
The Transformer is a network architecture based solely on attention mechanisms, eliminating the need for recurrent or convolutional layers. It connects encoder and decoder through attention, enabling parallelization and faster training. The model has shown superior performance in machine translation tasks.
Topic Definition
The Transformer is a network architecture based solely on attention mechanisms, eliminating the need for recurrent or convolutional layers. It connects encoder and decoder through attention, enabling parallelization and faster training. The model has shown superior performance in machine translation tasks.
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