The article delves into the training costs of large language models, encompassing various aspects such as hardware, model architecture, training dynamics, and optimization methods. OpenAI announced that the initial cost of building a model can range from $2 to $3 million, sparking industry discussions. The article thoroughly investigates the hardware costs, model structure, and training dynamics, emphasizing that optimizing these areas is crucial for reducing training costs.