Understanding Transformers: A Step-by-Step Math Example — Part 1

<p>I understand that the transformer architecture may seem scary, and you might have encountered various explanations on YouTube or in blogs. However, in my blog, I will make an effort to clarify it by providing a comprehensive numerical example. By doing so, I hope to simplify the understanding of the transformer architecture.</p> <p>Shoutout to&nbsp;<a href="https://www.youtube.com/@HeduMathematicsofIntelligence" rel="noopener ugc nofollow" target="_blank">HeduAI</a>&nbsp;for providing clear explanations that have helped clarify my own concepts!</p> <p><strong>Let&rsquo;s get Started!</strong></p> <h1>Inputs and Positional Encoding</h1> <p>Let&rsquo;s solve the initial part where we will determine our inputs and calculate positional encoding for them.</p> <p><a href="https://blog.gopenai.com/understanding-transformers-a-step-by-step-math-example-part-1-a7809015150a"><strong>Read More</strong></a></p>