Transformer design

Transformers are a type of model used in artificial intelligence, particularly for processing language. They excel at understanding and generating text by focusing on the relationships between words in a sentence, regardless of their position. The key innovation is an attention mechanism that allows the model to weigh the importance of different words when making predictions or generating responses. This design enables transformers to analyze context deeply, making them highly effective for tasks like translation and summarization. Overall, they have revolutionized how machines understand and produce human language.