Sebastian Rashka's YouTube interview details his LLM journey, from biology to building LLMs. He discusses LLM evolution (GPT-2 to Llama), improved training data & techniques (instruction tuning, RoPE), and Lightning AI's open-source tools (PyTorch Lightning, LeGPT). His book guides building LLMs from scratch. The video also covers multimodal LLMs and career advice in AI.