Huawei Pangu Model 3.0
HUAWEI CLOUD released a series of industry-oriented AI models at the Huawei Developer Conference on July 7, 2023.
It includes a "5+N+X" three-tier architecture, which is:
L0 layer: includes five basic large models of natural language, vision, multimodality, prediction, and scientific computing, providing a variety of skills to meet the needs of industry scenarios. Pangu 3.0 provides customers with a series of basic large models with 10 billion parameters, 38 billion parameters, 71 billion parameters and 100 billion parameters, to meet the diversified needs of customers in different scenarios, different delays, and different response speeds. At the same time, it provides a new capability set, including knowledge Q&A, copywriting generation, code generation of NLP large models, as well as image generation and image understanding capabilities of multimodal large models, which can be directly called by customers and partner companies.
Layer 1: N industry big models, HUAWEI CLOUD can provide industry-wide large models trained using industry open data, including large models such as government affairs, finance, manufacturing, mining, and meteorology. It is also possible to train your own proprietary large model for customers on the L0 and L1 layers of the Pangu large model based on the industry customer's own data.
L2 layer: It is to provide customers with more detailed models, focus more on a specific application scenario or specific business, and provide customers with "out-of-the-box" model services.
The official release of Pangu Model 3.0 reflects HUAWEI CLOUD's technical strength in the field of artificial intelligence and strategic adherence to industry services. It also provides more efficient, smarter and more convenient solutions for various industries, helping to drive social progress and economic development, and reshaping thousands of industries.
Other representative large models in China
MOSS: The "first conversational large-scale language model in China" released by Professor Qiu Xipeng's team of Fudan University, based on public Chinese and English data training, with a parameter scale of 20 billion, can perform a series of tasks such as dialogue generation, programming, and fact answering.
Wen Xin's words: The big language model released by Baidu has a parameter scale of 260 billion, and has the capabilities of literary creation, commercial copywriting, mathematical calculation, Chinese understanding and multimodal generation45.
Tencent AI Lab Tianji No. 1: Tencent AI Lab released a large natural language processing pre-training model with 100 billion parameters, which can support multiple languages and multiple tasks, including machine translation, text summarization, reading comprehension, and dialogue generation.
Ali Tongyi Qianqian: The natural language processing pre-training model released by Ali Dharma Academy has a parameter scale of 100 billion, which can support multiple languages and multiple tasks, including machine translation, text summarization, reading comprehension, dialogue generation, etc.
The development of artificial intelligence in the future
AI will be a major driver of economic growth, bringing tremendous value and opportunities across industries and sectors by increasing productivity, creating new formats, and fostering innovation and transformation.
Artificial intelligence will be deeply integrated with the metaverse, cybersecurity, intelligent driving and other fields to provide people with more immersive, safe and convenient experiences and services.
AI will enhance human labor skills and creativity, helping people do their work and create more efficiently through low-code/no-code tools, language modeling, idea generation, and more.
AI will face technical bottlenecks and social challenges, such as the feasibility of general AI, data quality and security, laws, regulations and ethics, employment impact and fairness issues, etc., which require multi-faceted coordination and cooperation.
Will artificial intelligence replace humans?
I don't think AI will replace humans, but will cooperate with humans to complement and enhance each other. Although artificial intelligence can surpass humans in some aspects, it cannot reach the human level in many aspects, such as emotions, creativity, morality, values, etc.
Humans can also adapt and use the advantages of AI to achieve better development by learning and improving. I believe AI and humans can work together to build a better future.