Some good resources for learning the “Attention” mechanism

Tram Ho


Mathematical explanation of the head attention mechanism.

The Illustrated Transformers

Pretty good explanation, there’s a visual illustration of the Transformer’s probability mechanism

The Attention Mechanism from Scratch

Mathematical explanation, with example code of python, quite close to practice, after reading it is difficult to understand for newcomers

Getting meaning from text: self-attention step-by-step video

The explanation is also quite easy to understand, there is a step-by-step video tutorial, and the visual model looks pretty good too

How Attention works in Deep Learning: understanding the attention mechanism in sequence models

Explain step-by-step the evolution of models to reach the Attention method, so that we can have a better insight into the roots and development steps

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Source : Viblo