The Building Blocks of LLMs: Vectors, Tokens, and Embeddings

Explore the building blocks of LLMs, including vectors, tokens, and embeddings. Learn how vectors represent language mathematically, how tokens break down language into meaningful units, and how embeddings capture semantic relationships. Discover the applications and challenges of these building blocks and the advancements in NLP.