Alibaba advances its 'AI-driven' strategy, and Quark releases a self-developed large-scale model to accelerate its launch

The domestic large model camp has added a new player. On November 14, Alibaba Intelligent Information Business Group released the full-stack self-developed Quark model with hundreds of billions of parameters, which will be used in many scenarios such as general search, medical health, education and learning, and workplace office. Quark App will be comprehensively upgraded with the help of self-developed large-scale models to accelerate its transformation into an AI assistant for young people’s work, study, and life.

In the recent CMMLU authoritative large model performance evaluation, the Quark large model achieved first place. The latest evaluation results show that the overall ability of the Quark model in writing, examination and other scenarios has exceeded GPT-3.5, and its performance is better than GPT-4 in these scenarios. The "student master" among Yanda models

Quark Big Model is a self-developed multi-modal large model based on the Transformer architecture. It trains and fine-tunes hundreds of millions of graphic and text data every day. It has the characteristics of low cost, high response and strong comprehensive capabilities. At the same time, the Quark large model will also derive vertical models such as general education, medical care, and education, and can provide professional services such as AIGC and intelligent retrieval.

In terms of performance, relying on technical advantages such as semantic understanding, logical reasoning, and content generation, the Quark model ranked first in the latest evaluation results of the CMMLU authoritative list. Excellent results. In the domestic professional examinations, Quark's large model college entrance examination scores were close to full marks, and he passed the clinical practitioner qualification examination with a high level of 486 points. He is a veritable "student master".

At the same time, the Quark model has excellent capabilities in identifying, answering and guiding bad and false information. In terms of knowledge capabilities, the Quark model has extensive knowledge coverage, context understanding, creative expression, information collection and integration, multi-language support, etc. It also has external professional knowledge enhancement and retrieval enhancement capabilities to further enhance cross-domain and time-sensitive knowledge and Language comprehension skills. In addition, Quark's large model also has strong literary creation capabilities for writing various texts, as well as the ability to respond accurately, reasonably, and coherently to dialogues.

The overall capability exceeds GPT-3.5, and some scenarios are better than GPT-4. The "explosion" of Quark's large model capabilities stems from four advantages: data, industry, knowledge correctness, and platform. First of all, Quark’s large model has the most comprehensive Chinese database, which can better understand, evaluate, and refine the Chinese knowledge system; second, Quark’s self-built and own various question banks, knowledge points, medical knowledge maps, books, publications and other materials , which has accumulated very rich data and user scenarios; thirdly, in terms of general knowledge, writing enhancement, etc., Quark has established a technical system that can distinguish the authenticity of knowledge from content, search to reasoning. Fourth, Quark has established a R&D team of hundreds of people to conduct pre-training and fine-tuning of large models in vertical fields such as search, education, and medical care.

According to reports, adhering to the research and development route of self-developed large models serves Quark’s business strategy, and is also the technical base to continue to promote Quark App’s product experience innovation and move towards a new generation of search.

小)Quark will be fully upgraded with the help of self-developed large models

Since this year, artificial intelligence technology has been gradually integrated into the product iteration of Quark App. Quark Scanner can imitate human thinking in complex scenes, more accurately identify, analyze and extract text, formulas and pictures to achieve more perfect scanning effects. The AI ​​natural language search function launched on Quark Netdisk can quickly find cloud data such as photos and documents using only key information such as fuzzy words and adjectives, further improving search efficiency.

As the most popular smart product among young people, Quark App provides cross-scenario smart efficiency tools for tens of millions of post-95s working professionals and college students. According to the "2023 Young People's Intelligent Efficiency Application Research" report released by QuestMobile, Quark App has the highest proportion of users among the general student population and the new generation of workplace people, and the usage time of young users ranks first in the industry.

According to reports, the priority application areas of the Quark large model will be information services such as general knowledge question and answer and professional search. This will meet the needs of young people to learn knowledge and improve themselves. In the future, Quark’s large model will be used in scenarios such as search, smart tools, and asset management assistants. A series of AI native applications will provide more comprehensive services for young people’s work, study, and life. In March, it announced two strategic priorities, namely user-first and artificial intelligence-driven. They will increase strategic investment in areas such as technology-driven Internet platform business and artificial intelligence-driven technology business. At the recently held 2023 World Internet Conference, Alibaba Group CEO Wu Yongming predicted that in the foreseeable future, smarter next-generation products will enter people's lives, and artificial intelligence assistants will be everywhere and become a workhorse for everyone. , Assistant in life and study

"The AI ​​era has arrived, and the critical point of new experience for large model applications is just around the corner." Wu Jia, president of Alibaba Intelligent Information Business Group, said that AIGC technology based on large models will bring new changes to search products and accelerate Towards the next generation of search. Quark will be fully upgraded with the help of self-developed large models, and the new Quark will be available to everyone soon.

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