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Embeddings

Every post tagged “Embeddings”, newest first.

2 posts
Embeddings 15 min

Token Embeddings Explained: How LLMs Turn IDs Into Vectors

What is a token embedding? How LLMs map token IDs to learned vectors: the embedding matrix, gather vs one-hot matmul, and a from-scratch NumPy build.

Positional Encoding 12 min

Positional Encoding Explained: How Transformers Learn Order

What is positional encoding in transformers? Why attention is order-blind, learned vs sinusoidal embeddings, and a from-scratch NumPy implementation.