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’s main job is to create the next word in the output sequence. Other options are incorrect because The attention part is a tool inside the decoder, not the thing the decoder produces; Context is what the decoder receives from the encoder, not what it creates.
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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