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Industry Encyclopedia>Large agent model
Large agent model
2024-03-28 17:25:09
A large agent model usually refers to an agent system that uses a large language model (LLM) as its core to plan, make decisions and perform complex tasks through tasks.

These models have the characteristics of large number of parameters, large amount of data and complex structure, and need to go through pre-training and fine-tuning to improve their performance.

In practical applications, large agent models can be applied in various fields, such as healthcare, finance and transportation, to help realize intelligent upgrades.

For example, in the medical field, large agent models can assist doctors to make disease diagnosis and treatment plans, improve the accuracy and efficiency of medical services; In the financial sector, large agent models can be used for risk assessment, fraud detection and investment advice to provide smarter financial services.

In the field of transportation, large agent models can optimize traffic flow, improve traffic safety, and help realize intelligent transportation systems.

In addition, the large agent model can be combined with multi-modal technology to process different types of data and provide support for solving complex problems.

With the continuous development of technology, large-scale agent models will play an important role in more fields, promoting the wide application and progress of artificial intelligence technology.

Please note that the above information is for reference only, and specific large-scale agent models may vary depending on application scenarios, technical architectures, and data sources.

In practical application, it is necessary to select the appropriate large-scale agent model according to the specific needs and scenarios, and carry out the corresponding training and optimization.

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