How ChatGPT Understands Your Questions: A Deep Dive into LLMs, Tokenization, and Transformers
Deep dive into how ChatGPT works: tokenization, Transformer architecture, self-attention, and sampling — with real Python code examples and diagrams.
#llm
2 articles
Where RAG Fails: A Deep Dive Into the Real Limitations of Retrieval-Augmented Generation
RAG improves LLM responses but doesn't guarantee correctness. Learn the exact failure modes — poor retrieval, bad chunking, hallucinations, and stale data…