Pangu Big Model - Huawei Cloud

Pangu Big Model - Huawei Cloud

Pangu Big Model is committed to deeply cultivating industries, creating industry models and capability sets in fields such as finance, government affairs, manufacturing, mining, meteorology, and railways. It combines industry knowledge and expertise with big model capabilities, reshaping thousands of industries and becoming an expert assistant for organizations, enterprises, and individuals. Pangu NLP Large Model The industry's first Chinese pre trained large model with over 100 billion parameters, utilizing big data pre training, combining rich knowledge from multiple sources, and continuously learning to absorb massive text data to continuously improve the model's performance. Pangu CV Large Model Based on massive image and video data and Pangu's unique technology, a visual foundation model is constructed to empower industry customers to achieve specific scene tasks by fine-tuning the model with a small amount of scene data. Pangu Multimodal Large Model Integrating language and visual cross modal information to achieve applications such as image generation, image understanding, 3D generation, and video generation, providing a cross modal capability foundation for industrial intelligent transformation. Pangu Prediction Model The Pangu prediction big model is designed for structured data, based on 10 categories and 2000 base model spaces. Through a two-step optimization strategy of model recommendation and fusion, a graph network architecture AI model is constructed. Pangu Scientific Computing Large Model The scientific computing big model is aimed at fields such as meteorology, medicine, water affairs, machinery, aerospace, etc., using AI data modeling and AI equation solving methods; Extract mathematical laws from massive data and encode differential equations using neural networks; Using AI models to solve scientific computing problems faster and more accurately.

Reading: 134 2023-07-22

Daguan Data - Cao Zhi GPT Large Language Model

Daguan Data - Cao Zhi GPT Large Language Model

AIGC text generation based on GPT language big model is a new creative approach. Daguan Data continues to explore and practice the development of enterprise service big language models. Based on long-term NLP practice and massive data accumulation, it has launched the domestic version of the ChatGPT model "Caozhi" system, which is the first to achieve product level application of AIGC intelligent writing in vertical fields Daguan Data is a national high-tech enterprise that provides intelligent text robots for enterprises in various scenarios. It has won the "Wu Wenjun Artificial Intelligence Award", the highest award in China's artificial intelligence field, the third batch of national specialized and new "little giant" enterprises of the Ministry of Industry and Information Technology, and has been selected as an international authoritative consulting group IDC innovator, KPMG Financial Technology Top 50, the world's top 30 best start-ups, China's top 50 artificial intelligence technology innovation and many other honorary qualifications. It has won the general champion of the Communist Youth League China Youth Innovation and Entrepreneurship Competition, the global champion of the ACMCIKM algorithm competition, and the global champion of the EMI Hackathon data competition. Daguan Data utilizes advanced technologies such as natural language processing (NLP), intelligent document processing (IDP), optical character recognition (OCR), robotic process automation (RPA), knowledge graph, etc. to provide intelligent text robot products for large enterprises and government agencies, including intelligent document review, office process automation, text recognition, enterprise level vertical search, intelligent recommendation, etc., allowing computers to assist manual completion of business process automation, greatly improving enterprise efficiency and intelligence level.

Reading: 65 2023-07-22

ChatLaw: Chinese Legal Model

ChatLaw: Chinese Legal Model

Under the wave of ChatGPT, the continuous expansion and development of artificial intelligence have provided fertile soil for the spread of LLM. Currently, the fields of healthcare, education, and finance have gradually developed their own models, but there has been no significant progress in the legal field. In order to promote open research on the application of LLM in law and other vertical fields, this project has open-source the Chinese legal model and provided a reasonable solution for the combination of LLM and knowledge base in legal scenarios. The current open source versions of ChatLaw legal model for academic reference are Jiangziya-13B and Anima-33B. We use a large amount of original texts such as legal news, legal forums, laws, judicial interpretations, legal consultations, legal exam questions, and judgment documents to construct dialogue data. The model based on Jiangziya-13B is the first version of the model. Thanks to Jiang Ziya's excellent Chinese language ability and our strict requirements for data cleaning and data augmentation processes, we perform well in logically simple legal tasks, but often perform poorly in complex logical legal reasoning tasks. Subsequently, based on Anima-33B, we added training data and created ChatLaw-33B, which showed a significant improvement in logical reasoning ability. Therefore, it can be seen that large parameter Chinese LLM is crucial. Our technical report is here: arXiv: ChatLaw The version trained based on commercially available models will be used as the internal integration version for our subsequent products and is not open source to the outside world. You can try out the open source version of the model here

Tag: law

Reading: 55 2023-07-23

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