Jia Fei, Tencent Cloud Financial Cloud: If the financial industry wants to lay out a large model, it needs to advance and iterate layer by layer

At the 6th Annual Investment Conference of the 2023 Finance Associated Press, Jia Fei, deputy general manager of Tencent Cloud Financial Cloud, suggested that if the financial industry wants to lay out large models, it should be promoted layer by layer and iteration. First, we should make full use of the general capabilities of the general model, then give full play to the advantages of professional data to train the professional capabilities of the large model in the financial industry, and finally return to different scenarios to train the enterprise large model to drive business innovation for applications. Generally, the general model is built by companies with greater capabilities and strength in the industry, and the general capabilities of the large model are continuously improved. In contrast, as long as the industry model has tens of billions of parameters, the requirements for computing power are not as high as the former, so (some capable) financial institutions or market organizers can undertake the training and growth of the industry model. On this basis, it allows enterprises to lay out large enterprise models and conduct in-depth business scene innovation.