Key Takeaway
ModelBest has enhanced its MiniCPM series using Huawei’s infrastructure, achieving a 20% improvement in training energy efficiency and surpassing industry performance standards by 10%. The deployment spans cars, smartphones, 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 for cultural tourism, merging datasets from history, film, and intangible heritage. Chairman Huang Yong highlighted the initiative’s success in strengthening Shaanxi’s cultural tourism foundation through Huawei Cloud’s data-AI convergence platform.
ModelBest has integrated its MiniCPM series with this infrastructure. When utilizing Huawei’s infrastructure, training energy efficiency improved by 20%, while 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 essential model characteristics 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. In collaboration with Huawei, the organization merged datasets covering 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 form comprehensive datasets across areas such as history, film, and intangible heritage, thereby reinforcing Shaanxi’s cultural tourism foundation,” Huang states.
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