The WizardMath model developed by Microsoft's all-Chinese class is a breakthrough 70B open source model. It surpasses many well-known models including ChatGPT, Claude Instant 1 and PaLM 2-540B in mathematical capabilities. This achievement is achieved thanks to its unique Evil Instruction technology, which significantly improves the processing power of the model by automatically generating open domain instructions covering various levels of difficulty. WizardMath's open source code and paper have been released on GitHub, attracting widespread attention from both academia and developers.
The success of the WizardMath model lies not only in its strong mathematical capabilities, but also in its innovative fine-tuning methods. The research team used AI-generated instructions to fine-tune the big model, making it excellent in dealing with complex mathematical problems. This approach not only improves the accuracy of the model, but also enhances its generalization ability, allowing it to deal with various mathematical problems. The application of this technology provides new ideas and directions for the development of large models.
The research team consists of a number of all-Chinese scientists from Microsoft Asia Internet Engineering Institute and Microsoft Research. These scientists have deep accumulation and rich experience in the field of artificial intelligence, and their cooperation has enabled the WizardMath model to achieve significant results in a short period of time. The success of this team also demonstrates the strong strength and innovation capabilities of Chinese people in the global field of artificial intelligence.
In addition to the WizardMath model, the research team has also developed models in other fields based on Evil Instruction technology, such as WizardCoder, which focuses on code capabilities. The development of these models further proves the universality and effectiveness of Evil Instruction technology. Through application in different fields, the research team has continuously explored and verified the potential of this technology, making important contributions to the development of artificial intelligence.
The open source release of the WizardMath model provides valuable research resources for academia and developers. Through the GitHub platform, researchers can freely access and use WizardMath's source code and papers for further research and development. This move not only promotes the sharing and dissemination of knowledge, but also provides strong support for innovation in the field of artificial intelligence.
In general, the successful development and application of the WizardMath model marks an important breakthrough in artificial intelligence in the field of mathematics. Through the innovative Evil Instruction technology, the research team not only improves the mathematical capabilities of the model, but also provides new methods and ideas for the development of large models. In the future, with the continuous development and application of this technology, the capabilities of artificial intelligence in various fields will be further improved, bringing more convenience and progress to human society.