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

"in the era of big models, quarks have a great opportunity to create innovative search products." On November 22nd, Quark Big Model unveiled its large model technology layout for search, productivity tools, and asset management assistants. The data show that the quark 100 billion-level parameter model topped the C-Eval and CMMLU two authoritative lists, and the quark 10-billion-level parameter model also won the first place in the performance evaluation of law, medical, question and answer and other fields.

With the long-term accumulation of search business and intelligent technology, the quark large model can greatly improve the correctness of knowledge by making use of the advantages of data, platform and knowledge enhancement. In the field of health care, the quark big model has been able to reduce the illusion rate of Q & A content to 5%, which is at the industry-leading level.

Quark promotes search innovation and develops a large model to create a new base of technology.

In more than 30 years of rapid development of the Internet, search has efficiently met the needs of users to obtain information actively. However, with the change of the production and supply mode of mobile Internet content, the traditional search has gradually become closed and isolated. AIGC technology based on large model will bring new changes to search products, and it has become an industry consensus to promote search innovation.

Chiang Kai-shek, head of quark technology, said the quark big model is an applied model for search, productivity tools and asset management assistants. In the search application, it will further broaden the application scene and enhance the user experience through multi-mode understanding of picture and text, professional knowledge generation and interactive innovation.

Chiang Kai-shek, the head of ▲ quark technology, has four advantages: first, the most comprehensive general knowledge data and industry knowledge data, as well as knowledge understanding and evaluation system; second, thanks to the accumulation of search technology system, it has the model training ability of hundreds of billions of parameter platforms. Third, the intelligent technology production and transportation team with long-term intelligent product experience. Fourth, have the knowledge of the whole industry to enhance the technology system and capacity.

Facing the future, in order to solve the application problem of large model, the key is to solve the problem of knowledge correctness. It is reported that based on the accumulation of powerful search products and intelligent technology, the advantage of quark large model in knowledge enhancement can greatly improve the correctness of knowledge. At the same time, in the field of health care, quark has been able to reduce the hallucination rate of Q & A content to 5%, an industry-leading level. The quark big model will also be the technical base for continuing to promote quark App product experience innovation and towards a new generation of search.

Quark large model performance evaluation four capabilities to improve user efficiency

A few days ago, Alibaba Intelligent Information Group released a full-stack self-developed quark model with hundreds of billions of parameters, which will be applied to many scenarios such as general search, medical and health care, education and learning, workplace office, and so on. The overall level of the quark model surpasses that of GPT-3.5, and it is at the top of the domestic industry in terms of multilingual translation, code writing, security compliance, content creation and so on.

In view of the coordinated development of AIGC technology and search products in the field of large models, Shenyang, a professor and doctoral supervisor of the School of Journalism at Tsinghua University, believes that relying on the search platform, Quark Big models have high-quality data, and in the Chinese context, the modeling ability is at the industry-leading level. In the vertical fields such as education and medical treatment, quarks have made new breakthroughs in dialogue and problem solving, and they are one of the excellent representatives of self-developed models made in China. At the same time, in terms of security performance, quarks have experienced a long test in search scenarios and accumulated a wealth of experience and capabilities.

The data show that the quark large model has successively reached the top of the two authoritative evaluation lists of C-Eval and CMMLU, and its performance is better than that of GPT-4. In the hot domestic big model track, quark big model has good semantic understanding, knowledge mastery and application, logical reasoning ability, the overall level has reached the industry first-class level.

In addition, in the latest ten billion parameter test set, quark also ranks first in legal, medical, Q & An and other fields, and the quark large model performs well in the comparison of different parameter levels.

At the landing level of large model technology, the ability of quark large model is reflected in four aspects, which can help users improve their work and learning efficiency. Knowledge ability, extensive knowledge coverage, information collection and multilingual support, etc., support external professional knowledge enhancement, improve cross-domain knowledge and language understanding ability; dialogue ability, have strong contextual understanding, contextual reasoning, key information retention and memory ability, better adapt to the changing context, understand users' intentions and needs, and ensure accurate, reasonable and coherent dialogue reply. Creative ability, according to the theme or key words, to generate coherent, logical, in-depth text content, to support the continuation of writing, embellishment, imitation, correction and other different writing needs; security ability, with a good world outlook and values, for obvious false information, can accurately identify, correctly answer or give reasonable guidance.

Starting from the needs of users, ‎ creates AI assistants for work, study and life, and quark App continues to evolve iteratively. It is reported that the quark large model will comprehensively upgrade the intelligent experience of quark in search, use and storage, and help users to further improve their efficiency. At the same time, based on the search advantages accumulated over the years, Quark will use AI to promote search innovation and accelerate to the next generation of search.

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