The Mathematics Behind Embeddings: Going Beyond the APIs
Embeddings, the representation for massive datasets we see everywhere today, are the foundation for training transformer architectures that power generative AI applications. We aim to explain why it is important to understand the key mathematical concepts behind embeddings.