reflects the model's ability to find all

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Cost-benefit analysis Cost analysis evaluates the total cost of model deployment and operation and maintenance, including hardware, software, and manpower. Return on investment The relationship between the benefits and costs brought by the assessment model. Long-term cost-effectiveness considers the long-term maintenance and upgrade costs of the model. Scalability and compatibility Scalability The ability of the model to adapt to the increase in data volume or functional expansion. Technology upgrade The ability of the model to adapt to new technologies or framework upgrades. Platform compatibility The ability of the model to run on different operating system hardware platforms or environments.



. Determine the evaluation questions Determine iran phone number format the questions to be asked based on the indicators This time, the company mainly focuses on improving product usability and reducing complaint rates around enterprise business scenarios. The following functions need to be completed with the help of a large model In low-code products, static pages are automatically generated through dialogues and combined with components within the product. Automatically select icons, etc. can quickly improve the quality of the pages built by users. This function needs to be combined with t; Enterprise knowledge base users/application teams/partners can quickly understand the operation method through single-round/multi-round dialogues; Product intelligent assistants can judge the scene based on the page where the user is and provide possible guidance solutions.



This function needs to be combined with t; Usually, evaluation questions can be divided into functional evaluation and non-functional evaluation.Functional evaluation focuses on whether the large model provides the expected functions and behaviors, such as being able to answer users' questions about product operations by reading the provided help manual; non-functional evaluation focuses on non-functional aspects such as performance, security, and usability of the system or model, such as how long it takes to answer a question, and whether it can provide a better environment for future functional integration. Many indicators in this part require the assistance of algorithm students.