Big model is a key point of deep learning and natural language processing, and also one of the most important directions in current AI and NLP research and industry. With PyTorch 2.0 as the basic framework and ChatGLM as the basic reference, this book covers the basic theory, algorithm, program implementation, application practice and fine-tuning technology of big models, so as to reveal the development technology of big models for readers.