May 28 News.China National Petroleum CorporationToday's Releases 300 billion parametersKunlun Large Model, marking another key step for PetroChina in the field of artificial intelligence.
The Kunlun model was filed in August 2024, becoming the first large model in China's energy and chemical industry to pass the filing process, and PetroChina also released the results of the construction of the 70 billion parameter Kunlun model in November 2024.1 The Kunlun model is the first large model in China's energy and chemical industry to pass the filing process.
As for industry large models, the parameters of linguistic large models increased from 70 billion to 300 billion, visual large models increased from 300 million to 4.4 billion, and multimodal large models increased from 16 billion to 80 billion. In terms of professional big models, the exploration big model continues to be iterated, and the refining and chemical timing big model has been added.
1AI learned from the official announcement that PetroChina has optimized the formation of a panoramic view of "ten domains, one hundred scenarios and one thousand applications" around 26 business lines and 119 business domains. A total of 100 application scenarios have been released, of which 43 have been upgraded and 57 have been added, all of which have been put into production.
- In the field of oil and gas exploration and development, Kunlun Big Model builds intelligent full waveform inversion application scenarios, improves the efficiency of solving seismic wave fluctuation equations, and realizes more than 10 times of efficiency enhancement in the whole process of positive and negative inversion.
- In the field of oil refining and chemical industry, Kunlun's large model empowers the "leading" devices in the chemical industry chain. The large model of refining and chemical time sequence supports the optimization scenario of ethane to ethylene process operation, speeds up the efficiency of equipment failure disposal, and significantly improves the ethylene yield.
- In the area of sales.AI AgentEmbedded in the gas station management system, 24-hour online response to staff and customer needs.
- In the field of equipment manufacturing, Kunlun's large model application scenarios cover all aspects from design to after-sales, realizing the application of intelligent scenarios such as the automatic generation of CAD design drawings for top-driven equipment and the intelligent inspection of the quality of conveyor products.
- In addition, Kunlun Big Model helps management and service with "digital staff", and 23 professional and efficient "digital staff" such as "digital accounting audit specialist" and "digital cost engineer" have been put on duty. The "digital staff" has been put on duty to comprehensively improve the efficiency and effectiveness of the business.
Currently, Kunlun's large model AI platform has embedded three major pipelines for corpus processing, model training and application deployment, realizing the unified management of multiple commercial large model training and reasoning tool chains, and supporting the private deployment of mainstream open source large models; it has built a full-stack localized smart computing environment, and all computing resources have been incorporated into the management of AI platform, with the scale of computing power usage reaching 1950P at peak times.
PetroChina has established a three-tier data set management mechanism for industries, specialties and scenarios, formulated 73 specifications for data collection and labeling according to needs, and developed special data processing tools to improve data processing efficiency and quality.Data set size has reached 500TBIn addition, there are 1 million industry knowledge quiz pairs and 250,000 industry reasoning quiz pairs.