A Transformer is like a super-smart organizer for information, especially language. Imagine you have a giant jigsaw puzzle with thousands of pieces, and you need to put it together. A Transformer helps by looking at all the pieces at once and figuring out how they fit together quickly and efficiently.
Think of it like a really good librarian. If you ask the librarian for information about a topic, they don’t just pick one book and give it to you. Instead, they look at many books at once, find the best information from each one, and then piece it all together to give you a complete answer.
In the context of language, a Transformer looks at a whole sentence or paragraph at once to understand the meaning, rather than looking at one word at a time. This helps it understand context better and make more accurate predictions or translations.
So, in simple terms, a Transformer is a powerful tool that helps computers understand and organize information, especially language, by looking at everything at once and finding the best way to put it all together.