DEEPSEEK LARGE - SCALE MODEL: TECHNICAL ANALYSIS AND DEVELOPMENT PROSPECT

This paper deeply analyzes the DeepSeek large - scale model, comprehensively elaborating on its technical architecture, training mechanism, performance, application fields, as well as the challenges it faces and future development directions. Through the research on the DeepSeek series of models, it reveals their innovations and important values in the field of artificial intelligence. The research shows that the DeepSeek large - scale model, with its unique technical advantages, demonstrates excellent performance in tasks such as natural language processing, code generation, and multimodal understanding. It provides new ideas and methods for promoting the development and application of artificial intelligence technology.