Learn With Jay. How Transformers Know Word Order — Positional Encoding Explained! Posted: May 7, 2025 | Last updated: May 7, 2025. Understand positional encoding without the math headache — it ...

Their unique architecture, which includes tokenization, embeddings, positional encoding, Transformer blocks, and the softmax function, distinguishes them from earlier language processing models.

Transformers are roughly divided into five stages of operations such as 'Tokenization', 'Embedding', 'Positional encoding', 'Transformer block', and 'Softmax'. Recognizing & generating.