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Huawei launches the industry's first large model hybrid cloud

2024-04-23 Update From: SLTechnology News&Howtos shulou NAV: SLTechnology News&Howtos > IT Information >


Shulou( Report--, Nov. 30 (Xinhua)-- Huawei Cloud Industry Summit Forum 2023, with the theme of "practicing deep cloud use and accelerating intelligent upgrading", opened in Beijing today, according to Huawei Cloud official news.

At the meeting, Huawei Cloud launched the industry's first large model hybrid cloud, and released the "Deep Cloud Prospect 2025" white paper and deep cloud action plan, hoping to help governments and enterprises implement deep cloud through innovative technologies, theoretical precipitation and action measures. accelerate smart upgrades.

According to reports, in the future, all enterprises will use large models. Due to long-term industry accumulation, large enterprises have rich private data resources, which are very important for the training of large models. Because of their business characteristics, large government enterprises are more inclined to keep their data locally to ensure that "data is not out of the domain". Therefore, the large model based on hybrid cloud will become an important deployment form of industry model in the future, which not only meets the demands of business innovation, but also alleviates enterprises' concerns about data security and privacy.

Huawei Cloud Stack 8.3 is the first in the industry to implement large model capabilities based on hybrid cloud deployment, providing the industry's most complete AI production chain, such as computing platforms, cloud services, development kits and professional services, to help government and enterprise customers build their own large model capabilities in one stop. Huawei Cloud Stack has made four optimizations for large model scenarios:

First of all, based on the native hybrid cloud capability, users can extend large models from local to edge and public clouds. Multi-cloud collaborative architecture allows industry large models to be trained on the public cloud, fine-tuned with enterprise local data on the hybrid cloud, and then pushed to the edge cloud for reasoning to achieve full-scene cross-cloud deployment.

Secondly, the optimization of operator fusion and mixing accuracy is realized through the cooperation of software and hardware, and the training performance of the model is improved by 45%.

Third, Huawei Cloud Stack provides three types of tool kits to enable enterprises to efficiently complete data cleaning, model development and application development, reducing the development threshold.

Finally, large model training tasks usually need to be carried out for several days in a row. Huawei Cloud Stack's ability to continue training without feeling points allows AI training to run steadily for more than 30 days. learned from the meeting that at present, Huawei Cloud Stack has joined forces with more than 10 government and enterprise customers to explore large industry models based on hybrid clouds.

Huawei Cloud has released a white paper entitled "Outlook for Deep Cloud 2025", focusing on the next three years, looking forward to the top 10 technologies and models that will be widely established in the government and enterprise market, and hopes to work with industry to help more enterprises move towards deep cloud use.

At the same time, Huawei Cloud put forward the Deep use Cloud Initiative and jointly launched the Deep use Cloud Action Plan with 10 + partners and industry organizations, with a plan to invest 100 million yuan in the next three years. It is used in areas such as capable partnership building, cloud native application development, industry expert training, industry benchmarking and so on.

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