Digital technology and big language model era
September 05, 2023 09:39 Source: "China Social Sciences" September 5, 2023 Issue 2728 Author: Chen Xiaodong

In the history of human development,Due to the new products and services brought about by technological progress,Not only meets the existing needs, but also creates new demand。With the wide application of digital technology,The fourth industrial revolution characterized by intelligence has quietly appeared。ChatGPT has a relatively smooth logical dialogue and interaction ability,Large models that reflect high -level structural complexity and large number of parameters can achieve deep learning,Once came out, it has received market attention。In essence,This big model is a big language model (LLM),With large -scale parameters and complex network structures,It has triggered a qualitative change of artificial intelligence generation content (AIGC) technology。Different from traditional language models,Large language models to learn the statistical bet365 Play online games laws of language by training on large -scale corpus,Able to automatically learn grammar、Sentence、Multi -level language rules such as semantics。Large language model parameters of artificial intelligence generally have more than 100 million,and this standard is still increasing,and larger than a large language model、More complex artificial neural network models,Ultra -big models with tens of trillions to hundreds of trillion parameters。Super models are usually used to solve quiz and machine translations in natural language processing (NLP)、More complicated tasks such as target detection and image generation in computer vision。From the perspective of artificial intelligence,,Its model can generate code according to the text prompt,You can also explain or even reduce the code in some cases。This process can not only achieve text、Image、Audio、The generation of video and build multi -modal,You can also generate new design in a wider range of fields、Knowledge and thought,even realizing a broad sense of art and science re -creation。

Training of large language bet365 best casino games models requires a lot of computing resources and data。Openai uses tens of thousands of CPU、GPU (image processing unit) and multiple technologies optimize and adjust their models。2018-2023,Openai's large language model has achieved several iterations; OpenAI also provides API interface,allows developers to use large language models for NLP application development。This is in mathematics、Statistics、Computer Science、​​Physics、Engineering、Neurology、Linguistics、Philosophy、A mutation on the basis of many disciplines such as artificial intelligence。Just like Google Research Institute、"The Promotional ability of the Great Language Model" jointly published by Stanford University and DeepMind: "Many new capabilities can not have a linear growth in the online scale of small and medium models,The scale of the model must be exponentially increased and exceeds a critical point,New skills will advance rapidly。"So,Training and adjustment of large language models requires extremely huge computing bet365 live casino games power、Algorithm、Data、Technology and oversized investment and collaboration,and the first three as the three elements of artificial intelligence,Play a huge role in the intelligent upgrade process of industrial digitalization。Where,Data is production information,Algorithm represents new production relationship,Computing power as a new productivity support algorithm and data,and the level of computing power directly determines the strength of the data processing capacity。In complex computing power scenarios,How to combine different computing power types,is the key to reduce costs and finally get market recognition。

Current,Computing power has become the core of the strategic layout of major countries in the world,It has become a new focus of global strategic competition,It is also deeply significant for my country's seizing a new round of scientific and technological revolution and the high point of industrial change in the process of promoting the new industrialization.。The requirements for computing power of the big language model are Bet365 app download more focused on intelligent computing power,It is expected to be 2026,China's intelligent computing power scale will reach 1271.4 EFLOPS (that is, the number of floating -point operations per second),The annual compound growth rate reaches 52.3%。With the introduction of policies such as the "East Digital West Calculation" project and new infrastructure,The overall layout of my country's computing power has gradually extended to the central and western regions from the eastern region,Therefore, it is necessary to encourage conditions for regions to explore the new field of pilot power according to local conditions。While increasing computing power as an important underlying support for economic development,It is also necessary to focus on cultivating and accelerating the establishment of the complete ecology of my country's artificial intelligence development。Openai focuses on the development of large language models,The computing power is completed by Microsoft Company,Data is cleaned by a special company ... OpenAI has completed the development of large bet365 Play online games language models in the entire artificial intelligence ecosystem,Multi -party collaborative ecology has continuously prompted independent innovation and collaborative development of participating entities。Develop my country's big language model,We must establish a unified large language model platform and base position,Docking domestic computing company and doing a good interface,Let all companies participate in use,This can promote the construction of an ecological chain of artificial intelligence, especially in large language models,Promote my country's new generation of artificial intelligence and healthy development in the deep integration of economic and social development。

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