LLM Technology

LLM Technology

Precise documentation on language model training, inference, and deployment strategies.

Retrieval-Augmented Generation (RAG) Explained

A technical explanation of Retrieval-Augmented Generation — how it works, why it reduces hallucination, its architecture components, and when to use RAG versus fine-tuning.

What Is a Large Language Model (LLM)

A precise technical definition of large language models — covering transformer architecture, pretraining methodology, instruction tuning, and the distinction between base models and assistant-tuned variants.