Key Takeaway
ModelBest has enhanced its MiniCPM series on Huawei’s infrastructure, achieving a 20% improvement in training energy efficiency and surpassing industry performance standards by 10%. Deployments now encompass cars, smartphones, embodied AI systems, and AIPCs. Huawei Cloud has developed incremental training workflows for industry-specific models, enhancing performance by 20% to 30% through tailored data preparation and evaluation. The Shaanxi Cultural Industry Investment Group utilized this approach to integrate diverse datasets related to cultural tourism, strengthening the region’s cultural foundation. Chairman Huang Yong emphasized the importance of combining history, film, and intangible heritage data for comprehensive insights.
ModelBest has integrated its MiniCPM series with this infrastructure. When utilizing Huawei’s infrastructure, training energy efficiency improved by 20%, and performance surpassed industry standards by 10%. Current deployments encompass cars, smartphones, embodied AI systems, and AIPCs.
Huawei Cloud industry models utilize incremental training workflows
Developing models for specific industries requires more than just access to computing resources. Huawei Cloud has established processes for data preparation, incremental training, and evaluation that assist companies in creating models tailored to their sectors. The incremental training workflow modifies parameters based on core model features and industry goals. Huawei claims this method enhances model performance by 20% to 30%.
Shaanxi Cultural Industry Investment Group has implemented this strategy in cultural tourism. Collaborating with Huawei, the organization merged datasets from history, film, and intangible heritage. Huang Yong, Chairman of Shaanxi Cultural Industry Investment Group, elaborated on the project. “By leveraging Huawei Cloud’s data-AI convergence platform, the group integrated diverse cultural tourism data to develop comprehensive datasets across areas such as history, film, and intangible heritage, thereby reinforcing Shaanxi’s cultural tourism foundation,” Huang states.
