Building LLM Primitives from Scratch in TypeScript: Tokenizers, Vectors, and Attention
Why Build LLM Primitives in TypeScript? Prerequisites and Project Setup Part 1: Building a Byte-Pair Encoding (BPE) Tokenizer Part 2: Representing Meaning as Vectors Part 3: Self-Attention: Computing Context-Dependent Token Representations Wiring the Primitives Into a Mini Pipeline What This Does (and Doesn't) Teach You About Real LLMs Key Takeaways Why Build LLM Primitives in TypeScript?...
Why Build LLM Primitives in TypeScript? Prerequisites and Project Setup Part 1: Building a Byte-Pair Encoding (BPE) Tokenizer Part 2: Representing Meaning as Vectors Part 3: Self-Attention: Computing Context-Dependent Token Representations Wiring the Primitives Into a Mini Pipeline What This Does (and Doesn't) Teach You About Real LLMs Key Takeaways Why Build LLM Primitives in TypeScript?...