Big Models Grow Flowers in the Mobile Industry

Tech 2023-11-06 12:22:07 Source: Network

Global Network Technology Report&Nbsp& Nbsp;reporter&Nbsp;LindyvivoOrigin OS2023 vivovivoOSreporterbyOS111&Nbsp;vivoBlueLMOriginOS 4BlueOSvivoAIbyOSby&Nbsp;Large model "landing" mobile endAt the 2023 vivo Developer Conference, vivo's self-developed Blue Heart Big Model Matrix was unveiled, featuring a "1+2+N" intelligent system experience: 1. vivo's self-developed Universal Big Model Matrix - Blue Heart Big Model BlueLM; 2

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Large model "landing" mobile end

At the 2023 vivo Developer Conference, vivo's self-developed Blue Heart Big Model Matrix was unveiled, featuring a "1+2+N" intelligent system experience: 1. vivo's self-developed Universal Big Model Matrix - Blue Heart Big Model BlueLM; 2. The system's global intelligent auxiliary application "Blue Heart Little V" and the natural language dialogue robot "Blue Heart Qianxun" launched in the form of a public app; N. That is, developers rely on vivo's first open-source 7 billion blue heart big model and corresponding fine-tuning framework, as well as the big model development kit BlueKit, to create an efficient and low-cost exclusive big model.

When it comes to the difficulties faced by mobile phone manufacturers in building large models, it is said that "first, there must be enough databases; second, the algorithms required for the large model itself; and finally, computing power. However, since vivo started preparing in 2017, we still have many challenges from scratch. Our team has spent more than six years doing this, so it is not an overnight solution

Specifically, in terms of data, vivo established the Graph Research Institute in 2018, which has accumulated over 2800TB of data through professional team building knowledge graphs; In terms of manpower, vivo has been maintaining a professional artificial intelligence team of around 1000 people since 2017, and by 2021, vivo has had over 600 people dedicated to developing large models; At the algorithmic level, vivo combines theory with practice. Since 2018, vivo has published over 70 high-level papers and transformed them into algorithms and engineering applications; In terms of computing power, vivo achieves better training and inference deployment through information innovation, and its self-developed large model capability ranks among the top of the C-Eval/CMMLU double rankings.

It is worth noting that the Blue Heart model includes five vivo self-developed models covering three parameter levels: one billion, ten billion, and one hundred billion, fully covering the core user scenarios. Among them, the 1 billion level model is a professional text model mainly designed for end side scenarios, with the ability to localize text summaries, abstracts, and other features. The 7 billion model is an end-to-end cloud dual-use model designed for mobile phones, with excellent language comprehension and text creation capabilities.

Regarding this, the surrounding explanation states that, We are working on a multimodal large model. In the long run, because we ultimately use advanced performance in the form of intelligent agents, we can do it through the matrix form of the model, or through the matrix form of a large model. A large model covers many matrices, which is also a theoretical viewpoint in current algorithms. I believe that before the theoretical breakthrough, coupled with the three practical requirements (Privacy protection, response speed, and cost), a large model matrix is necessary to solve the problem

Regarding the first stage of intelligent agents, it is believed that they will meet in the market next year.

Independent productsBlue Heart Little V

According to official reports, the Blue Heart Mini V, as the first global intelligent assistant developed based on vivo AI technology, has powerful natural dialogue ability, information processing ability, and insight ability. It not only supports receiving and processing information data through voice, text, drag and drop, but also can present information in appropriate forms for different problems, making it like an exclusive personal assistant, Helping users find files, search for photos, summarize and summarize information, and quickly create schedules in natural communication brings an unprecedented intelligent and convenient experience.

After its release, there was a lively discussion on social media about the relationship between it and mobile smart assistants.

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He added, "At this stage, we believe that using an independent product to undertake the first task should be a more appropriate approach. However, in the future, we hope it will be a fully integrated state that allows users to achieve seamless switching

Blue River operating system:byOS made by smart phones

At the meeting, vivo announced its self-developed new smart operating system - BlueOS, the Blue River operating system, which took six years to build.

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Finally, he used his favorite movie "The Golden Compass" to describe it, "Every protagonist in the movie has an elf, and I think each of us can have a 'assistant' who understands you and can assist you well on our own devices in the future. The big model is qualified and capable to play this role

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