Abstract:The article discusses the emerging trends and application prospects of current large models, using Tencent’s Hunyuan large model as an example. It focuses mainly on innovations and implementations of large models in China. Companies like Google, Meta, and OpenAI have launched powerful models such as Google’s Gemini and Meta’s Llama 3, which have made significant progress in multi-modal applications and reasoning capabilities. China’s large models have significantly improved performance and efficiency by adopting the MoE (Mixture of Experts) architecture. Specifically, with its self-developed MoE trillion-parameter large model and deep learning framework, Tencent has made breakthrough advancements in large model technology and achieved exceptional performance in muti-modal applications. Moreover, Tencent has launched a one-stop AI agent creation and distribution platform. Tencent understands that industry-wide, large models are key to implementing AI and strategies, and is actively supporting the application of large models across sectors such as retail, education, finance, healthcare, media, transportation, and government, helping these industries enhance quality and efficiency.