Beijing released the first batch of typical cases of large-scale industry models, involving ten major fields such as electricity, finance, consumption, and autonomous driving

Source: Titanium Media APP, Author: Yang Li

In the past six months, the large-scale model track seems to be very crowded - many technology giants have developed basic large-scale models first, they have huge computing power resources and advanced algorithm technology, and are able to train models with high-quality generalization capabilities. However, for more followers, in addition to the obvious problems of privacy data protection and acquisition, and sustainability, there is actually no uniform standard on how to find the real value scenarios and how to judge the effects of large models.

In the second half of the year, it is expected that more and more enterprises will choose to launch large-scale industry vertical models based on open source components or joint third-party organizations and enterprises.

On June 27, the Beijing Municipal Science and Technology Commission and the Zhongguancun Management Committee held the first phase of the promotional activities leading the promotion of the source of artificial intelligence in Beijing, and released the first batch of 10 large-scale model application cases in the artificial intelligence industry in Beijing. The demonstration effect of technological innovation has begun to show .

At the press conference, 10 technology suppliers, including Baidu, Zhipu Huazhang, and the Institute of Automation of the Chinese Academy of Sciences, introduced application cases, and industry users such as Beijing Municipal Affairs Bureau introduced scenarios that are open to artificial intelligence enterprises. Consideration of large model application scenarios.

Liu Hang, the second-level inspector of the Beijing Municipal Science and Technology Commission and the Zhongguancun Management Committee, said that large-scale model empowerment industry applications are booming, and scene-driven has become an important model for large-scale model technology innovation, which is expected to form new industrial formats and economic growth points. Liu Hang also mentioned, "Beijing is the region with the best foundation for large-scale model innovation in China, the most concentrated talent team, the strongest R&D capabilities, and the most active product iterations."

According to Liu Hang, the first batch of typical application cases of large-scale industry models released this time is to further implement Beijing's "Implementation Plan for Accelerating the Construction of an Artificial Intelligence Innovation Source with Global Influence" and "Several Measures for the Innovation and Development of General Artificial Intelligence" to speed up artificial intelligence. Relevant measures for intelligent scene construction have been implemented, combined with the characteristics of the current phase of rapid integration of large-scale model technology and vertical industry applications, to accelerate the expansion of large-scale model industry applications.

It is reported that during the period from June 27 to July 30, the Beijing Science and Technology Commission and the Zhongguancun Management Committee will also focus on key areas such as urban governance, medical health, scientific research, smart finance, smart life, and smart cities, and open to the whole city The main body of innovation will collect more than 80 industry large-scale model application case projects. **

The Municipal Science and Technology Commission and Zhongguancun Management Committee will organize experts to comprehensively evaluate the solicited cases, scenarios and enterprises, and select a group of highly mature and demonstrative projects from the aspects of their fields, application needs, innovation capabilities, social benefits, and application prospects. The typical application cases and application requirements of the scene will be included in the innovation map of Beijing's large-scale technology industry, and publicized and promoted.

Attachment: Introduction of the first batch of 10 typical application cases of large-scale industry models

1. Demonstration application of equipment operation inspection knowledge assistant based on NLP large model of electric power industry jointly developed by Baidu Group and State Grid Smart Grid Research Institute Co., Ltd.

2. Demonstration application of digital TCM large model jointly developed by Beijing Zhipu Huazhang Technology Co., Ltd. and Dongfang Hospital of Beijing University of Chinese Medicine.

In the field of smart medical care, based on the "GLM-130B", a high-precision 100 billion Chinese-English bilingual dense model "GLM-130B", facing the needs of famous doctors in the field of traditional Chinese medicine, a digital Chinese medicine service platform is built to explore artificial intelligence clinical diagnosis and treatment of high-risk pulmonary nodules. Evaluate research and other solutions to realize a new mode of intelligent replication of TCM clinical experience.

3. Jointly developed by the Institute of Automation of the Chinese Academy of Sciences and China Railway Construction Group Co., Ltd., it is a large-scale demonstration application for multi-modal industries in the construction field.

In the field of smart cities, based on the "Zidong Taichu" multi-modal large-scale model and cross-modal general artificial intelligence platform, the joint research and development of a full-closed-loop intelligent application system for construction projects has formed project map index, rapid risk communication, automatic reply and other functions, empowering Multiple stage scenarios such as energy engineering scheme design and technical document review have greatly improved the intelligence level of the construction industry.

4. Demonstration application of the self-controllable large-scale city brain model jointly developed by Zhongguancun Science City City Brain Co., Ltd. and HKUST Xunfei (Beijing) Co., Ltd.

Focusing on the field of urban governance, using technologies such as ChatGPT as the basis, to deal with information security issues in the era of artificial intelligence, complete the localization transformation and demonstration application of urban governance models, accelerate the construction of urban intelligence, and comprehensively improve urban governance capabilities.

5. Demonstration application of the outpatient medical record generation system based on the mountain and sea model jointly developed by Yunzhisheng Intelligent Technology Co., Ltd. and Beijing Friendship Hospital.

6. The demonstration application of the pre-training model covering the interatomic potential function of the periodic table of elements jointly developed by the Beijing Institute of Scientific Intelligence and the China Aviation Development Institute of Aeronautical Materials.

In the field of scientific research, based on the DPA-1 pre-training model of the deep potential energy interatomic potential function of the Institute of Scientific Intelligence, it can simulate the scale of atoms up to 10 billion, greatly improve the model migration ability and element capacity, improve the prediction accuracy of the model, and reduce the cost of research and development. Shorten the development cycle.

7. Demonstration application of multi-modal smart financial large model jointly developed by 4Paradigm (Beijing) Technology Co., Ltd. and Beijing Zhongguancun Bank Co., Ltd.

8. Demonstration application of DriveGPT, a large model of autonomous driving jointly developed by Momo Zhixing Technology Co., Ltd. and Great Wall Motor Co., Ltd.

9. Demonstration application of large-scale product-to-market model for consumption, jointly developed by Beijing Lianyuan Co., Ltd. and Beijing Yiqing Technology Group Co., Ltd.

In the field of smart life, based on applications such as Lianyuan product business model and ProductGPT, jointly develop service functions such as intelligent reverse customization of commodities, predictive production, intelligent scheduling, and intelligent marketing, and demonstrate them in 10 product categories under Yiqing Group The application empowers the business model innovation of enterprises, and realizes the full-link digital intelligent transformation from business opportunity discovery to product delivery.

10. Demonstration application of intelligent question-and-answer large model jointly developed by Beijing Mianbi Intelligent Technology Co., Ltd. and Wise Men (Beijing) Technology Co., Ltd.

In the field of intelligent question answering, based on the self-developed "CPM-Bee" large model of Facewall Intelligence, the joint development of the "Zhihaitu AI" intelligent question answering large model can summarize hot list opinions and generate abstracts, with an accuracy rate of over 80%. Modal, generative, interpretable, and conversational search methods improve the quality of search results and user experience to meet users' diverse search needs.