Author(s): BeastBoyJay Originally published on Towards AI. Imagine building a powerful AI model without needing massive computational resources — PEFT makes that possible, and I’ll show you how with LoRA from scratch. Introduction Traditional fine-tuning challenges : Fine-tuning large models sounds cool …

Author(s): BeastBoyJay Originally published on Towards AI. RAG architecture Content : Understanding RAG Fundamentals — Building Blocks of Local RAG Creating Local RAG from scratch without using any frameworks like langchain,llamaindex. What is RAG ? Retrieval-Augmented Generation (RAG) is a cutting-edge method …