Shulou(Shulou.com)11/24 Report--

Thank you, Mr. Air, a netizen of CTOnews.com, for your clue delivery! Today, Huawei developer Conference 2023 (Cloud) officially kicked off in Dongguan, China. In the keynote speech of the conference held in the afternoon, Huawei Managing Director and Huawei Cloud CEO Ping an released Pangu Model 3.0, which will continue to build core competitiveness around the three major innovation directions of "industry reshaping", "technology rooted in technology" and "opening up and flying together". Provide better services for industry customers, partners and developers.

Pangu Grand Model 3.0 is an industry-oriented series of large models, including a "5+N+X" three-tier architecture:

The L0 layer includes five basic models: natural language, vision, multimodal, prediction and scientific computing, which can meet the needs of a variety of skills in industry scenarios. Pangu 3.0 provides customers with a series of basic models with 10 billion parameters, 38 billion parameters, 710 parameters and 100 billion parameters, which match the diversified needs of customers in different scenarios, different delays and different response speeds. At the same time, it provides a new set of capabilities, including NLP large model knowledge question and answer, copy generation, code generation, as well as multimodal large model image generation, image understanding and other capabilities, these skills can be directly used by customers and partner enterprises. No matter how large the parameter size of the large model, Pangu provides a consistent capability set.

L1 layer consists of N industry large models. Huawei Cloud can not only provide industry general models for training using industry public data, including government affairs, finance, manufacturing, mining, meteorological and other large models, but also based on the industry customers' own data, train their own proprietary large models for customers on the L0 and L1 layers of the Pangu model.

L2 layer provides customers with more detailed scene models, more focused on government hotlines, network assistants, pilot drug screening, conveyor belt foreign body detection, typhoon path prediction and other specific industry applications or specific business scenarios, to provide customers with "out-of-the-box" model services.

Pangu large model uses a complete hierarchical decoupling design, which can quickly adapt and quickly meet the changing needs of the industry. Customers can load independent datasets for their large models, upgrade the underlying model separately, or upgrade the capability set separately. On the basis of L0 and L1 models, Huawei Cloud also provides customers with a large model industry development kit, through the secondary training of customer-owned data, customers can have their own industry models. At the same time, according to customers' different data security and compliance requirements, Pangu model also provides a variety of deployment forms of public cloud, large model cloud zone and hybrid cloud.

Zhang Ping an, managing director of Huawei and CEO of Huawei Yun

"Pangu was born for the industry, so it is necessary to think about the industry and better serve the customers of thousands of trades and industries," says Zhang Ping an. Today, the Pangu model has played a great value in many industries, such as finance, finance, manufacturing, medical research and development, coal mine, railway and so on.

In the field of government affairs, Huawei Cloud, together with Shenzhen Futian District Government Affairs Service data Management Bureau, has launched Xiao Fu, an intelligent assistant of Futian government affairs based on the Pangu government model, which can accurately understand the intention of public consultation and change the traditional one-to-one communication model. turn the words of the common people into the language of government affairs, and make the city more loving. Pangu government affairs model fine-tuned more than 200000 pieces of government data, including 12345 hotline, policy documents, government affairs encyclopedia, etc., mastered a wealth of laws and regulations, work processes and other industry knowledge. Xiaofu, which is based on the Pangu government model, embodies the industry, professionalism, leadership and benefit to the people in Netcom's business.

In the coal mine field, the Pangu mine large model has been used in 8 mines across the country. a large model can cover more than 1000 subdivided scenes under the business processes of mining, digging, machinery, transportation, transportation, washing, etc., so that more coal miners can work on the ground, which can not only make the working environment of coal miners more comfortable, but also greatly reduce safety accidents.

In the railway field, the large model of Pangu railway can accurately identify 67 kinds of trucks and more than 430 faults running in the existing network, and the trouble-free picture screening rate is as high as 95%. It has become a powerful digital assistant around freight train inspectors, liberating them from the millions of "map sea" tests every day.

In the field of meteorology, the Pangu meteorological model is the first AI prediction model whose accuracy is higher than that of the traditional numerical prediction methods, and the prediction speed has also been greatly improved. It used to take five hours to predict the path of a typhoon in the next 10 days on a high-performance computer cluster of 3000 servers. Now based on the pre-trained Pangu meteorological model, through AI reasoning, researchers only need a single card configuration on a single server, and more accurate prediction results can be obtained within 10 seconds.

In the financial field, the Pangu financial model can pre-train all kinds of bank operations, policies and case documents, and can automatically generate processes and operation instructions for counter staff according to customers' problems. the original operation that requires an average of 5 times is reduced to 1, and the completion time is shortened by more than 5 minutes. The Pangu model allows hundreds of thousands of network tellers to have their own intelligent assistants.

In the manufacturing field, in the past, it often took more than 3 hours to make an one-day production plan for a unit production line to make a device distribution plan. After learning all kinds of device data, business processes and rules on Huawei's production line, Pangu manufacturing model can accurately understand the business requirements and call the plug-in of Tianchu AI solver to make a production plan for the next 3 days in 1 minute.

In the field of drug research and development, it used to take an average of 10 years and $1 billion to develop a new drug. The Pangu drug molecular model helped Professor Liu Bing of the first affiliated Hospital of Xi'an Jiaotong University discover the world's first new target and new category of antibiotics in 40 years, shortening the lead drug research and development cycle to one month and reducing research and development costs by 70%.

"the Pangu model should allow every industry, every enterprise and everyone to have their own expert assistants to make work more efficient and easier," Zhang said. "We always adhere to the strategy of AI for Industries and keep moving forward on the road of deep ploughing the industry. I firmly believe that the big model will reshape thousands of industries, and every developer will be a hero to change the world."

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