Shulou(Shulou.com)11/24 Report--

On November 14, the quark self-developed model with hundreds of billions of parameters was officially released and immediately occupied the first place on the CMMLU list. The quark large model will be applied to many scenarios, such as general search, health care, education and learning, workplace office and so on. In terms of performance, its overall level has exceeded that of GPT-3.5, in which it can surpass GPT-4 in some scenes such as writing and exams, and become the veritable "high achiever" of the domestic model.

The results showed that the quark model topped the CMMLU list after its release, with an average score of 77.08, ranking first in the social sciences and two other categories respectively. In the domestic professional examination, the quark model got full marks in the college entrance examination and passed the qualification examination for clinical practitioners. Behind a series of outstanding achievements is quark's strategic commitment and continuous investment in the research and development of large model technology. After years of development, the four advantages accumulated by quarks are the driving force for the cultivation of this "new high achiever".

First of all, the quark large model has the advantage of massive data. Based on intelligent search ability and natural language processing technology, quark has the most complete Chinese database. After hundreds of millions of information processing every day, it can better understand, evaluate and refine the Chinese knowledge system, and understand the real needs of different users on work, study and life. These search requests and big data also constitute the first advantage of the quark model.

Second, quarks' advantages in education, health care, documentation and other vertical fields can continue to play a role in the field of large models. At present, quark self-built and has all kinds of question bank, knowledge points, medical knowledge graph, books and publications and other materials, which precipitate a very rich data and user scenarios, whether it is examination materials or hard-core knowledge. Quark has built a complete knowledge content system, which will further improve user efficiency in the process of implementing the native application of the large model.

Third, quarks can better identify the correctness of knowledge through technical ability. Especially in the aspects of general knowledge, picture and text knowledge, professional knowledge, reasoning knowledge, writing enhancement, etc., quark has established a set of technical system to distinguish the true and false knowledge from content, search and reasoning, which makes the content provided by the big model more accurate and professional.

The fourth is the platform advantage of quarks. It is reported that in order to achieve the technical route of full stack self-research, Quark has set up an independent production and research team of hundreds of people, dealing with more than 100 million levels of real-time data every day. At the same time, in the vertical business of search, education and health care, some industry teams will carry out pre-training and fine tuning of large models according to the changes of users' needs, in order to help users solve the practical problems they face in life.

At a time when the domestic big model track continues to be hot, why can quark make a self-developed model with hundreds of billions of parameters? The head of quark technology said that adhering to the research and development route of the self-developed model is not only a business strategy to serve quark, but also a technological base for continuing to promote quark App in product experience innovation and towards a new generation of search.

As one of the fastest growing Internet products in recent years, Quark App leads the industry in cross-scenario applications. According to the report on Intelligent efficiency of Young people released by QuestMobile, quark App accounts for the highest proportion of users in pan-student groups and the new generation of workers, and young users rank first in the industry.

Since ChatGPT launched a new round of artificial intelligence upsurge at the end of last year, there has been a view in the industry that the information service scenario represented by search is the best platform for the development and application of large models. Large model products are still in the horse enclosure, quark model relies on four major advantages, release hundreds of billions of parameters of the large model, or will open up a new trend of AIGC information services, more accurate and efficient to meet the needs of users to solve practical problems.

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