In the second session of our “Learning ChatGPT” workshop series, we are set to undertake a deep technical dive into ChatGPT. This session will encompass an in-depth discussion on the transformer architecture, explore fine-tuning techniques, examine the developments of ChatGPT-like Large Language Models (LLMs), and present scientific application examples utilizing LLMs.