Generative-AI-with-LLMs

Why we included this project

Working through DeepLearning.AI's Generative AI with LLMs course? This repository is the companion you'll want alongside it. It breaks the material into three weekly blocks: pre-training and the transformer architecture, fine-tuning and evaluation (including PEFT and catastrophic forgetting), and reinforcement learning from human feedback plus retrieval-augmented generation. Each week pairs its learning objectives with a runnable Jupyter notebook, so you can fine-tune FLAN-T5 for dialogue summarization or detoxify summaries with RLHF instead of just reading about it. The quizzes and labs make it a practical way for teams to build intuition about model selection, scaling laws, and deployment trade-offs. It's a course artifact, not production software, but it's one of the more complete open walkthroughs of the modern LLM stack.