In the past year, the craze for large models has swept the world and continues to heat up. On November 23, the 2nd Global Digital ** Expo opened at the Hangzhou International Expo Center, ushering in more than 50 large models from around the world to the event.
NetEase Youdao demonstrated a number of application achievements of China's first educational model "Ziyue" at the Digital Trade Fair, including the world's first virtual oral language coach Hiecho and the most advanced Youdao dictionary pen P6 and other intelligent Xi "black technology", which amazed guests at home and abroad.
The education question bank can provide diversified data resources for the education model and improve the performance and training effect of the model.
DiversedataResources:Large models need to have large amounts of data to train and Xi in order to better understand and solve various educational problems. The education question bank provides a rich variety of learning Xi resources, including various knowledge points, question types and difficulty levels, providing a wide range Xi of learning materials for the model, which is helpful to improve the performance and generalization ability of the model
Improve the training effect of the model:The questions in the education question bank are usually carefully designed and screened, covering a variety of knowledge points and ways of investigation. By using these questions for training, the large model can Xi learn various knowledge points and problem-solving skills more comprehensively, thereby improving its training effect and performance.
Jinglianwen Technology's high-quality education GPT question bank adopts advanced natural language processing technology and deep learning Xi algorithm, which can realize the intelligent identification and classification of various topics.
A total of 300 million questions and 1.8 million sets of test papers cover more than 300 textbook versions in all regions of the country, covering various disciplines and grades such as K12, university, and vocational education. It has included the test papers of the high school entrance examination in the past 14 years, with a coverage rate of 95%, and a total of 200,000 test papers and mock test papers of famous schools in various regions.
The analysis of test questions is authorized, 100% original analysis, and the analysis dimensions include topic classification, analysis process, test center analysis, solution process, teacher comments, etc.
All questions are provided in Word editable version and JSON format, and have undergone strict picking, entry, troubleshooting, screening, answering, review, and proofreading procedures to ensure the accuracy and readability of formula transcription, including a variety of common mathematical symbols and expressions.
The question bank not only deeply understands the principles of database design, but also strengthens the database design technology. The method of combining relational database management template and non-relational database (NOSQL) is used to process and store a large amount of question bank data, and the big data processing framework Hadoop and Spark are used for efficient data analysis and processing, so as to support large models for complex database operations and ensure their high efficiency. In addition, the question bank also provides data mining, data analysis, data visualization and other services to fully tap the value of data in the database and further provide more intelligent and personalized user services.
Apply GPT-4 techniques to problem generation and comprehension. GPT-4 uses a self-attention mechanism and a Transformer architecture, which makes it excellent in problem generation and comprehension. In order to better adapt to the diversified educational needs, Jinglianwen has deeply customized and optimized the GPT-4 model, so that it can understand various question types, different disciplines and different difficulty levels.
Through the use of GPT-4 technology, high-quality, coherent, grammatically correct questions are generated and can be personalized according to the student's Xi progress and ability level. It helps to improve students' interest and efficiency in learning Xi, and also helps teachers to better assess students' learning progress and needs Xi.
The meaning and difficulty level of the questions can be understood quickly and accurately so that relevant Xi resources and questions can be better recommended. This helps to improve the effectiveness and efficiency of students' Xi, while also helping teachers to better understand the needs and situations of students' Xi.
It provides strong support for diverse educational needs. It can not only improve the effectiveness and efficiency of students' learning Xi, but also help teachers better understand the needs and conditions of students' learning Xi, and provide new possibilities for future education development.
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