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A comprehensive open-source tutorial series for LLM development, covering fine-tuning, prompt engineering, knowledge editing, mathematical reasoning, and AI alignment. Built from university coursework at Shanghai Jiao Tong University, it provides practical code examples, slides, and notebooks for developers entering the LLM space.