Core Insights - The report focuses on the application of large models in the consumer electronics industry, highlighting the industry ecosystem, advantages of the DeepSeek model, capabilities of Tencent Cloud's TI platform, and practical applications of large model development platforms [1][2]. Group 1: Large Model Industry Ecosystem - The large model industry chain consists of four levels: self-developed model structures by companies like Google and Microsoft, pre-trained model developers such as Huawei Cloud and Zhipu AI, and enterprises like Changan Automobile and Kingdee that fine-tune models based on data or directly call APIs [1][2]. - There is significant progress in open-source models, with a diverse range of domestic and international large models emerging [1]. Group 2: DeepSeek Model Advantages - The DeepSeek series has made notable achievements in natural language processing, with DeepSeek-V3 being a powerful mixed expert language model trained on 14.8 trillion high-quality tokens and possessing 671 billion parameters, excelling in knowledge tasks [4][5]. - DeepSeek-R1, based on DeepSeek-V3-Base, demonstrates outstanding performance in complex reasoning tasks such as mathematics and code generation [6]. Group 3: Tencent Cloud TI Platform Support - Tencent Cloud's TI platform provides comprehensive technical support from model development to application, including AI modeling deployment, large model fine-tuning, and data construction capabilities [2][10]. - The platform supports large-scale training with multiple machines and cards, automatic fault recovery, and offers various fine-tuning modes and inference acceleration capabilities [2][10]. Group 4: Large Model Application Development Platform Practices - Tencent Cloud's large model knowledge engine offers three application modes: standard mode for intelligent customer service, workflow mode for complex business scenarios, and agent mode for autonomous task planning and tool invocation [2][11]. - The platform facilitates rapid development and deployment of large model applications, catering to diverse developer needs and accelerating the application of large models across industries [2][11].
DeepSeek消费电子行业大模型新型应用最佳实践分享