#positional-encoding

1 articles

01 ·How Transformers Work·FREE·PAPER·10 min read Positional Encoding from Scratch — From Absolute Positions to RoPE A bare Transformer has no idea what word order is. Starting from why position information is needed at all, this article walks through sinusoidal absolute encodings, learned embeddings, and RoPE — the modern LLM standard — showing exactly why rotation encodes relative position.