Analysis of the Technical Principles of ChatGPT and Prospects for Pre-trained Large Models

ChatGPT is a pre-trained model in the field of natural language processing. As a generative model, the technical foundation of ChatGPT is a deep learning model called the "Generative Adversarial Network". The pre-trained large model architecture of ChatGPT can be summarized as "corpus system+pre-training+fine-tuning". Under the combined force of massive data, super large models, and enormous computing power, chatGPT has ushered in the era of universal artificial intelligence and formed a new paradigm of generative AI development. Generative AI products represented by ChatGPT will promote the development and implementation of Artificial Intelligence Generated Content (AIGC), and trigger significant changes in areas such as information acquisition methods and economic and social cost structures