On April 14th, under the guidance of Chengdu New Economic Development Committee, hosted by Chengdu Artificial Intelligence Industry Ecological Alliance, organized by Daguan Data, and co-organized by Smart Rongcheng Research Institute and Trend Technology, the ChatGPT and Large Model Technology Innovation and Application Development Symposium was held at Rong ended successfully . Focusing on the development and application of ChatGPT and large-scale language models, this symposium gathered many experts in artificial intelligence industry, academia, research and application. The subversive impact and transformation of large models on research in different fields, as well as in-depth discussions on the opportunities, challenges and transformations that may occur in human society under the in-depth shaping of intelligent technology, present a wonderful feast of exchange of ideas.
Speech by the person in charge of the Artificial Intelligence Industry Division of the New Economic Development Committee of the Chengdu Municipal Bureau of Economy and Information Technology
Comrades in charge of the Artificial Intelligence Industry Department of the New Economic Development Committee of the Chengdu Economic and Information Bureau said in their speech that throughout the history of industrial development in the past 300 years, human society has experienced three major technological revolutions of mechanization, electrification, and informatization, which have greatly improved Human labor efficiency has greatly liberated productivity. Studies have shown that the current generative artificial intelligence represented by ChatGPT will lead the fourth technological revolution of human society and become a new engine to promote social development. Chengdu is one of the eight national hub nodes of the national integrated computing power network. It has dual centers for supercomputing and intelligent computing, and has a good computing power resource base. We will give full play to the advantages of Chengdu’s computing power and data resources, strengthen the transformation of scientific and technological achievements, focus on supporting the development of industry algorithm models and intelligent software and hardware products in subdivided fields, and formulate a series of reward and subsidy measures around the development of computing power, algorithms and industrial clusters to help Create a highland for the development of the artificial intelligence industry that is active in innovation, complete in ecology, and widely used.
Report by Gao Jian, Secretary-General of Chengdu Artificial Intelligence Industry Ecological Alliance
Gao Jian, secretary-general of Chengdu Artificial Intelligence Industry Ecological Alliance, said in the report session that the alliance has received strong support and help from all walks of life since its establishment one and a half years ago. Under the guidance of the Chengdu Municipal Economic and Information Bureau and the Municipal New Economic Commission, and with the support of Chengdu Data Group, the alliance aims to help the industry “build a circle and strengthen the chain” as its development goal, and takes the support of “Smart Chengdu” as an opportunity for construction. By actively connecting the supply and demand of the industry, it helps the efficient expansion of ecological business, and continues to play a good role in the bridge and link played by the alliance in the link of industrial ecological resources.
In the theme sharing session, Professor Li Tianrui, Secretary of the Party Committee of the School of Computer and Artificial Intelligence of Southwest Jiaotong University, Chai Hua, Director of AI Technology Center of Chengdu Supercomputing Center, Zhang Jian, Co-Founder of Daguan Data, Jiang Peng, General Manager of Trend Technology West China, and other artificial intelligence Experts in the field of intelligence shared from the three dimensions of ChatGPT and large-scale language model academic development, application implementation and prospects.
Professor Li Tianrui, Secretary of the Party Committee of the School of Computer and Artificial Intelligence, Southwest Jiaotong University, gave a speech: “Large Models and Their Application Prospects in Smart Cities”
Professor Li Tianrui, Secretary of the Party Committee of the School of Computer and Artificial Intelligence, Southwest Jiaotong University, gave a detailed introduction to the development of ChatGPT and the large language model, and interpreted the core technology of GPT – Transformer. Transformer combines the strengths of the cyclic neural network and the convolutional neural network, and overcomes the shortcomings of the two, thus laying the technical foundation for the big language model. At the meeting, Professor Li shared the application of large models in the field of smart cities with the participants based on actual cases in the fields of smart transportation, smart medical care, and smart government affairs. Finally, regarding the thinking caused by ChatGPT, Professor Li believes that from the perspective of building a national strategic scientific and technological force, select production and research institutions with good technical foundations, form an industrial synergy combination with complementary advantages, and give full play to the research advantages of scientific research institutions in key core technologies And the advantages of large technology companies in productization, engineering, scenario, commercialization and dataization, and strive to let China seize the opportunity in the new round of artificial intelligence revolution.
Chai Hua, Director of AI Technology Center of Chengdu Supercomputing Center, gave a speech: “Based on the Frontier of Science and Technology-The Strategic Mission of National Supercomputing”
Chai Hua, director of the AI Technology Center of Chengdu Supercomputing Center, shared the theme of “Based on the forefront of science and technology – the strategic mission of national supercomputing”. He introduced that the Chengdu Supercomputing Center solves large-scale and complex computing tasks in the fields of scientific computing and artificial intelligence through its super parallel computing capabilities. The application scenarios include nuclear simulation, meteorological simulation, disaster prediction, industrial design, new drug development, material analysis, and energy exploration. , space exploration, genetic research, quantum simulation, etc. ChatGPT has triggered a new wave of AI, among which computing power is a very core part of the development of GPT technology. Based on the national strategy and mission, Chengdu Supercomputing Center will build a computing power support platform to empower enterprises to innovate in technology and promote the industry Conversion and upgrade.
Zhang Jian, co-founder of Daguan Data, gave a speech: “AIGC and the Innovation and Application of Big Language Models”
Zhang Jian, the co-founder of Daguan Data, shared the engineering and application exploration of Daguan Data’s language model in the vertical field of the industry with the theme of “AIGC and the innovation and application of large language models”. He believes that deepening the application of large models in vertical fields and truly integrating large models into the actual business of enterprises is of great significance for commercialization and large language model research. The vertical field model that Daguan Data is developing is called “Cao Zhi”, which is quoted from the allusion of Cao Zhi’s seven-step poem. It is hoped that it will be used as a vertical, dedicated, and domestic GPT model, and it will be applied in various industries in the future, empowering each industry able.
Jiang Peng, general manager of Trend Technology West China, gave a speech: “Computing Power Pooling Helps AIGC Development”
Jiang Peng, general manager of Trend Technology West China, said in the theme sharing that there are still many problems in AIGC, including: strong language and weak knowledge, serious nonsense, unreliable logical reasoning, slow real-time information update, and cross-modal generation ability Not yet perfect etc. At the same time, due to the high consumption cost of large models, AIGC will develop towards small and medium models in the future. Trend Technology is focusing on the field of computing power optimization. By optimizing GPU scheduling, it gathers computing power for AIGC small and medium models. It hopes to help AIGC through computing power optimization develop.
Roundtable Dialogue: ChatGPT triggers the thinking, application and prospect of the new wave of AI
In the round table dialogue, She Yanjun, vice president of Sichuan Artificial Intelligence Research Institute, Li Xianyong, professor of Computer and Software Engineering, Xihua University, Chen Ziqiang, deputy director of asset management department of Chengdu Science and Technology Venture Capital Group, Jing Wentao, deputy general manager of Daguan Data Southwest, Wang Pinglu, head of the Southwest Base of Tencent Research Institute, Tang Qingyuan, senior architect of machine learning products of Amazon Cloud Technology, and other experts and scholars conducted in-depth discussions and exchanges on the theme of “ChatGPT triggers thinking, application and prospect under the new wave of AI”. .
During the discussion, the experts reached a consensus on “the development direction of domestic ‘ChatGPT’ and large-scale models”: Compared with other fields, the gap between the direction of natural language processing and overseas advanced enterprises is much smaller. To look up to OpenAI rather than myth it, what we are facing is a generation gap, but it is not an insurmountable gap. In the process of catching up and surpassing, we need to give some time to domestic models.
In terms of technology and implementation, the participating experts believe that ChatGPT has driven the overall upstream and downstream of natural language processing and the thinking and development of chips. To some extent, large models may become the next generation of infrastructure. China needs to have its own basic model system , to ensure security, concurrency, stability and other issues. The investment circles, academia, and industry circles should stay calm, stay away from concept hype, and make solid achievements.
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