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Wang Xiying, vice president of Lenovo Group: the lightweight of the large model determines the cost.

2025-01-20 Update From: SLTechnology News&Howtos shulou NAV: SLTechnology News&Howtos > IT Information >

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Lenovo announced on 2023Tech World its most comprehensive artificial intelligence product technology to date, as well as the vision of "AI for All". During the event, Lenovo demonstrated from pocket to cloud to provide dedicated artificial intelligence devices, infrastructure, solutions and services for industries, enterprises and individuals around the world. Lenovo said that artificial intelligence will be an organic combination of public, private and personal models, and Lenovo's "end-edge-cloud-network-intelligence" new IT architecture will well support this hybrid AI framework.

Wang Xiying, vice president of Lenovo Group and general manager of the technology strategy and innovation platform of Lenovo Research Institute, said that there are three main elements to use a large model: the first is scene, the second is privacy, and the third is lightweight. Lightweight is not only the compression and deployment of large personal models to user devices, but also lightweight within the enterprise, or even in the cloud. Lightweight means the level of cost of use.

Many enterprises' concerns about large models come from two aspects. First, after the establishment of a large model of the enterprise, whether the ROI of its costs and benefits is worth doing. The advantage of the big model is that it pushes artificial intelligence to a higher level as a whole, but it brings costs, including the cost of personnel, the cost of energy use, and whether there is the most suitable application scenario. Second, data privacy, how to protect data security.

Therefore, Lenovo brings a hybrid AI framework, which includes hybrid computing power, as well as hybrid models-the combination of private domain models, individual models and public models, as well as the integration of large and small models, which makes it possible to provide a complete mixed AI platform to meet the needs of different users.

In addition to the large model, AI is more and more integrated with other fields, and may bring abrupt effects. On Tech World2023, Lenovo Institute demonstrated 2D and 3D hybrid audio and video conference space, which uses naked-eye 3D technology, which can be used for 2D work, but also for very clear 3D image display. The development of the whole generative AI will play a role in fuelling similar technologies. For example, it can convert 2D video into 60 frames per second 3D video in real time, which uses a lot of technologies related to generative AI and large model, which makes it possible to understand the composition of the whole video and make the video conversion very smooth.

Wang Xiying said that with the development of AI technology, we can see the integration of more generative AI technologies, such as AI+ meta-universe, AI+2D3D, AI+ vertical industry, and so on. Lenovo has been in the forefront in this respect, including Lenovo AI master, edge brain, the optimization of the entire supply chain, logistics network optimization system, and so on, are based on specific scenarios, the combination of AI technology.

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