ERNIE

the train of thought of a writerLarge ModelIt is a large model of industry-level knowledge enhancement independently developed by Baidu.

Core Features and Technical Advantages

1. Knowledge enhancement: With innovative knowledge enhancement technology at its core, the Wenshin Big Model realizes continuous improvement of modeling effects through continuous learning algorithms on massive data and knowledge graphs.
2. Industrial Grade Applications: Wenxin Big Model is not only equipped with powerful language understanding and generation capabilities, but also optimized for various industry scenarios, and can be widely used in various industries such as industry, energy, finance, communication, media, education and so on.
3. multitasking: The Wenxin Big Model adopts a multi-task learning paradigm to model semantic information of different granularities in the data through multi-task learning in a unified paradigm, which further enhances the generalization ability of the model.

Development history and version iterations

1. Version 1.0 Released: In March 2019, Wenxin Big Model released version 1.0, marking Baidu's initial exploration in the field of industry-level knowledge-enhanced big models.
2. Continuous Iteration and Optimization: After years of deep technical cultivation and R&D iterations, the Wenshin Big Model has been comprehensively upgraded in the four major capabilities of comprehension, generation, logic, and memorization.
3. Version 4.0 released: In October 2023, the Wenshin Big Model was upgraded to version 4.0, which is based on the Flying Paddle framework of soft and hard synergistic optimization of training, which further improves the performance and effect of the model.

Modeling System and Membership

1. modeling system: Wenxin Big Model covers the three-level system of Basic Big Model, Task Big Model and Industry Big Model, forming a complete model ecology.

2. family member::

   • ERNIE Bot: Baidu's new-generation knowledge-enhanced big language model is capable of dialoguing and interacting with people, answering questions, and assisting in creation, efficiently and conveniently helping people access information, knowledge and inspiration.
   • in one frame of mind: AI art and creative assistance platform, based on the Wenxin large model intelligent generation of diverse AI creative images, assisting creative design.
   • Wenshin Express: Intelligent code assistant based on Wenshin's big model can generate high-quality code that is more in line with actual R&D scenarios and improve coding efficiency.
   • the heart of the writing is in a thousand sails (idiom); a thousand ideas: An enterprise-level big model production platform that provides big model services including Wenxin Yiyan and third-party big model services, as well as a complete tool chain for big model development and application.

Application Scenarios and Effects

1. Internet Products: Wenxin Big Model has been widely used in search, information flow, smart speakers and other Internet products, improving the level of product intelligence and user experience.
2. Industry Applications: Through the Flying Paddle Deep Learning Platform and Baidu Intelligent Cloud, Wenxin Big Model has empowered various industries such as industry, energy, finance, communications, media, education, etc., and promoted the digital transformation and intelligent upgrading of the industries.
3. lead in terms of effectiveness: Wenxin Big Model has achieved remarkable results and leading edge in all kinds of NLP tasks, cross-modal tasks, and industry applications.

Developer Support and Ecology Building

1. Bunshin Large Model Kit ERNIEKit: Provides a full-flow large model development and deployment toolset that enables end-to-end large model performance.
2. development platform (computing): The BML Text Platform and EasyDL-Text Platform are available for enterprises and developers lacking arithmetic power, lowering the threshold for the use of large models.
3. Large Model API: Provides developers with big model capability exploration and experience services, and is the industry's first 100 billion Chinese big model API.
4. Scenario-based platform：依托文心大模型推出了各种场景化平台，如智能document analysis平台、智能创作平台、智能对话平台等。

As an industrial-grade knowledge enhancement big model independently developed by Baidu, Wenshin Big Model has excelled in technological innovation, application scenarios, and developer support, and has made significant contributions to promoting the industrialization of AI and expanding the boundaries of AI technology.