From Theory to Production: The LLM Glossary Engineers Actually Need

Most LLM documentation explains concepts in isolation, but this glossary flips the perspective to show what each term means for production systems. By connecting Quantization, KV cache, and sampling strategies to real performance tradeoffs, engineers gain the practical intuition needed to optimize LLM applications effectively. This transforms LLM literacy from theoretical understanding to actionable engineering knowledge.