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From the virtual student "Hua Zhibing" to the Winter Olympic sign language broadcast, how many possibilities are there for the large model of artificial intelligence?

{"type":"doc","content":[{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":"9 month 28 Japan , Tsinghua University is the first AI Virtual students “ Hua Zhibing ” For the first time , And bring you a song , In the video ,“ Hua Zhibing ” She's a pretty girl , The expression and action are also very real , Once the video is sent , Immediately aroused heated discussion among netizens ."},{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}},{"type":"strong"}],"text":" that “ Hua Zhibing ” Who the hell is ?"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"embedcomp","attrs":{"type":"video","data":{"id":"423630","name":"5583c3b39602945a1a55241c742e76c4.mp4","poster":"","url":"https:\/\/media001.geekbang.org\/9122c1ac95df44e68c21e48f5c1c9914\/8d528c48b6464d2892a10382d927bd9c-ca43ce14db99d4c750c41d527902b2ff-sd.m3u8"}}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" More than three months ago “"},{"type":"link","attrs":{"href":"https:\/\/www.infoq.cn\/theme\/102","title":null,"type":null},"content":[{"type":"text","text":"2021 Beijing Zhiyuan Conference "}],"marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}]},{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":"” On ,“ Hua Zhibing ” For the first time in public view , She is based on a very large-scale intelligent model “"},{"type":"link","attrs":{"href":"https:\/\/www.infoq.cn\/article\/kE1hGZY6yaouPIKblgYa","title":null,"type":null},"content":[{"type":"text","text":" Enlightenment 2.0"}],"marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}]},{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":"” Be born , Have a wealth of knowledge 、 Good interaction with human beings , Can make music 、 Poetry and paintings . This time, “ she ” He succeeded in attracting a wave of fans by playing and singing a song , Also become popular “ online celebrity ”."}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" "}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":"“ Hua Zhibing ” Your popularity also makes “ she ” Behind the world's largest super large-scale intelligent model “ Enlightenment 2.0” Once again, it has attracted everyone's attention . since “ Enlightenment 2.0” From the date of publication , How to use it has become a hot topic in the industry ."}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" "}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" In this month 24 Japan , stay "},{"type":"link","attrs":{"href":"https:\/\/www.baai.ac.cn\/","title":null,"type":null},"content":[{"type":"text","text":" Zhiyuan Research Institute "}],"marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}]},{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}},{"type":"strong"}],"text":" Undertaken by 2021 Zhongguancun Forum “ Artificial intelligence and multidisciplinary collaborative innovation ” Parallel Forum "},{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" On , Academic vice president of Zhiyuan Research Institute 、 Tang Jie, a professor at Tsinghua University, announced “ Enlightenment 2.0” Recent progress in application , It also brings two latest application cases . What is the significance of the era of big model for artificial intelligence ? At the meeting , Huang Tiejun, President of Zhiyuan Research Institute, also gave our answer ."}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"image","attrs":{"src":"https:\/\/static001.infoq.cn\/resource\/image\/8f\/c4\/8fdb28fd9f26041b472e8016f6c76cc4.png","alt":null,"title":"","style":[{"key":"width","value":"75%"},{"key":"bordertype","value":"none"}],"href":"","fromPaste":false,"pastePass":false}},{"type":"heading","attrs":{"align":null,"level":4},"content":[{"type":"text","text":"“ Enlightenment ” Large model landing practice "}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" "}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" This exhibition of innovative achievements mainly focuses on "},{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}},{"type":"strong"}],"text":"“ Enlightenment ” Open platform and technological innovation "},{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":", Include :“ Enlightenment ” Large model open platform 、 Large model efficient reasoning toolkit BMInf、 New and upgraded AI Wentu painting master CogView And a dialogue model that implements large group chat EVA."}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" "}]},{"type":"bulletedlist","content":[{"type":"listitem","attrs":{"listStyle":null},"content":[{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":"AI Of industrialization development mode “ Enlightenment ” Large model open platform , So that enterprises can scale 、 Industrialization AI application development , It reduces the threshold of large model development ."}]}]}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" "}]},{"type":"bulletedlist","content":[{"type":"listitem","attrs":{"listStyle":null},"content":[{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" Large model efficient reasoning toolkit BMInf, Realized “ One card is worth four cards ”, Support in low configuration NVIDIA GTX 1060 Ten billion models run on a single card machine , At the same time, have the ability to fully 、 Advantages of convenient application ."}]}]}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" "}]},{"type":"bulletedlist","content":[{"type":"listitem","attrs":{"listStyle":null},"content":[{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":"AI Wentu painting master CogView Another major upgrade has been made this time ,4 Double the speed ,4 Times clear , Realize the double breakthrough of image generation quality and speed ."}]}]}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"image","attrs":{"src":"https:\/\/static001.geekbang.org\/infoq\/5d\/5d5a6fec83aadd1294821a789d23f262.png","alt":null,"title":null,"style":[{"key":"width","value":"75%"},{"key":"bordertype","value":"none"}],"href":null,"fromPaste":true,"pastePass":true}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" "}]},{"type":"bulletedlist","content":[{"type":"listitem","attrs":{"listStyle":null},"content":[{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" Dialogue model EVA Implement open source online , In addition to being particularly understanding , It also has the function of large model group chat , expectation “ People and things ” The present era of communication has entered “ Things and things ” Future tense of human-computer integration of communication ."}]}]}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" "}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" At the same time, for what everyone cares about "},{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}},{"type":"strong"}],"text":" Application landing "},{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":", Professor Tang Jie showed us two “ Enlightenment ” The latest technology application cases of large model enabling industry , Respectively :“ Enlightenment ” Large model and "},{"type":"link","attrs":{"href":"https:\/\/www.oppo.com\/cn\/smartphones\/series-find-x\/find-x3-pro-lensman\/?utm_source=baidu&utm_medium=pcppzq&utm_campaign=pcppzq0368&utm_term=oppo","title":null,"type":null},"content":[{"type":"text","text":"OPPO"}],"marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}]},{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" Little cloth assistant opens “ Generative response system ” And based on Zhiyuan “ Enlightenment ” Big model Winter Olympics sign language broadcast digital man ."}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" "}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" At this stage , From the long tail problem ,OPPO Little cloth assistant and the whole AI The following difficulties generally exist in the voice reply industry :"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" "}]},{"type":"bulletedlist","content":[{"type":"listitem","attrs":{"listStyle":null},"content":[{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" The hit rate of a single problem is low 、 Large and inexhaustible "}]}]},{"type":"listitem","attrs":{"listStyle":null},"content":[{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" The period of self built corpus is long , The cost of manual data labeling is high "}]}]}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" "}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" And these problems also lead to a large number of problems that cannot pass AI The voice assistant finds the answer . For the pain point of this industry , intelligence resources “ Enlightenment ” Large model and OPPO Small cloth assistant cooperation , Research and development “ Generative response system ”, After the function goes online, it will solve the long tail problem of commonality in the industry , The construction cost of a single answer is reduced 99%."}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"image","attrs":{"src":"https:\/\/static001.geekbang.org\/infoq\/1e\/1e11813a5e1038c5160b2d76133593f4.png","alt":null,"title":null,"style":[{"key":"width","value":"75%"},{"key":"bordertype","value":"none"}],"href":null,"fromPaste":true,"pastePass":true}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}},{"type":"strong"}],"text":" For this and OPPO The cooperation of Xiao Bu's assistant , President Huang of Zhiyuan Research Institute also said in an interview after the meeting "},{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":",“ For things like OPPO Such a big enterprise , There is no problem connecting directly to the large model , But for small and medium-sized enterprises , At present, it may be difficult , Our goal is to make it easy for them one day 、 Easy to use large models , use AI Technology solves specific problems in various industry application scenarios . After all, we believe it has the potential to meet the needs of all kinds of enterprises , But more ecological construction is needed in the middle of turning potential into reality , The enlightenment model is working in this direction .”"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" "}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" Besides , At this forum, we also met a “ New friends ”—— Based on Zhiyuan “ Enlightenment ” Big model Winter Olympics sign language broadcast digital man .“ Enlightenment ” Sign language broadcasting digital people will be officially put into use during the Beijing Winter Olympic Games , It will provide a whole process intelligent digital human sign language generation service , It is convenient for the hearing-impaired to watch the special report of the event , Improve their social participation and happiness ."}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"image","attrs":{"src":"https:\/\/static001.geekbang.org\/infoq\/cb\/cbed1fe404f478cd0fe7123cdc8a52ab.png","alt":null,"title":null,"style":[{"key":"width","value":"75%"},{"key":"bordertype","value":"none"}],"href":null,"fromPaste":true,"pastePass":true}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" In addition to the two application cases displayed on the Forum , In Dean Huang's opinion , Large model “ General intelligence ” Ability in medical 、 Finance 、 It also has great application prospects in news communication and other industries . for example , In the field of medical health , Large models are used in medical data formatting 、 Automatic interpretation and analysis of medical records 、 Automatic consultation system can play a great role ; In the field of news communication , Intelligent news clue collection can be realized based on the model 、 Machine writing 、 Assistant editor 、 Virtual anchor and other applications ."}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" "}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" Therefore, through the above pair of “ Enlightenment ” Applied ecological observation , It's not hard to see , For the development of artificial intelligence , from “ Refining models ” March towards “ Refining the big model ” It's the general trend . What is the meaning of the era of big models ? For the majority of technicians , What attitude should we take to face the opportunities and challenges ?"}]},{"type":"heading","attrs":{"align":null,"level":4},"content":[{"type":"text","text":" The advent of the big model era , What does it mean ?"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" Stop at the vision of making artificial intelligence inclusive of all walks of life , President Huang once said :“ Before the global formation ‘ Model of thousands of villages and households ’ A lively scene , But this ‘ Make your own steel for your own use ’ The cost of the workshop is high , Obviously, it does not conform to the law of modern industrial development . The large model has strong generalization ability , It can be done ‘ The lines ’, Using the first mock exam or small tuning, the same model can accomplish multiple scenes , Small and medium-sized enterprises do not need to recruit many AI Algorithm professionals can carry out application development , It can significantly reduce the R & D threshold of small and medium-sized enterprises , promote AI The landing of Technology .”"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" "}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" Now I'm thinking “ Enlightenment 2.0” How to use it and in the practice of landing , President Huang and the scientific research team "},{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}},{"type":"strong"}],"text":" I have a deeper understanding of the large model "},{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":",“ The big model is to put all kinds of data resources of society 、 The strongest algorithms and computing power are integrated , Become a public infrastructure platform ”, This also conceives the next effort direction of the large model , That is, generalization 、 Popularization 、 Standardization . Therefore, president Huang also made an appeal at the meeting, hoping that industry, universities and research institutes can work together to develop a large model , So that it can better serve various applications ."}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"image","attrs":{"src":"https:\/\/static001.geekbang.org\/infoq\/d8\/d8e7c511e483278fbd2491ae43f44765.png","alt":null,"title":null,"style":[{"key":"width","value":"75%"},{"key":"bordertype","value":"none"}],"href":null,"fromPaste":true,"pastePass":true}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" meanwhile , Facing many challenges of the large model, technicians need to make continuous innovation and progress . For example, the unification of modal information understanding and modeling , You need to add multimodal data , For example, the text 、 picture 、 Video and other types of input , Multimodal data can make the model more diverse , To better cope with various downstream tasks , Improve the accuracy of the model “ Intelligence quotient (IQ) ”."}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" "}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" From China's versatile first AI Virtual students “ Hua Zhibing ” To help the Winter Olympics digital people , so to speak , The era of artificial intelligence big model has officially opened . Regarding this , The scientific research team led by president Huang also distributed heroic posts to the whole society : Welcome people with lofty ideals to join the ecology of Zhiyuan model , Provide specific guidance for the technical route and application construction of large model R & D , Provide assistance for exploring the development of a new generation of artificial intelligence ."}]}]}

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