Since the advent of AIGC technology, how to find matching application scenarios has been a core issue of common concern in the digital industry. At the 2024 media and analyst communication conference held by New H3C Group, a subsidiary of Tsinghua Unigroup, with the theme of "X AI", Zhang Peng, senior vice president, chief digital officer and president of New H3C Group, proposed that "use" is the foundation of AIGC to empower the industry. He pointed out that the private domain model plays a vital role in many industry scenarios with limited resources and intra-domain use, which can not only achieve professional services, but also provide users with an integrated application experience under the premise of ensuring data security.
As the pioneer of the AIGC private domain model, New H3C Group will be committed to building computing power with open and compatible heterogeneous clusters, helping the industry with an integrated solution of promotion and application, and nurturing the future with a Turing town with human intelligence, so as to realize the use of intelligence and intelligence, so that AIGC technology can find a place in different industries, promote the formation of new quality productivity, and inject new momentum into high-quality development.
01
"To be a practitioner of new quality productivity and build an open and compatible computing base"
In the AIGC era, computing power has become the basic driving force for the operation of society. Zhang Peng said that the development of the era of intelligent computing needs to gather wisdom and strength, and in the face of the mission given by the times, Xinhua III has the courage to take responsibility, and work with many industrial chain partners with a technology-neutral attitude to create an open ecology with lush branches and hundreds of battles, and promote the development and innovation of the AIGC industry.
In this regard, New H3C Group will focus on six key issues of heterogeneous computing power and make key breakthroughs: first, to create a unified management and scheduling interface for heterogeneous GPUs through the Alpha computing platform, and second, to use H3C LinSeer The RT inference engine is compatible with heterogeneous GPUs to ensure the free migration of AI models between different hardware, third, unified operator requirements to ensure seamless migration between heterogeneous GPUs, fourth, a unified computing power unit to provide accurate metrics, fifth, a common communication primitive, so that computing results can be mutually understood, and sixth, a unified cluster network is established to ensure high-speed and stable computing power interconnection.
New H3C Group has adopted a phased strategy in the breakthrough of heterogeneous computing power, and has now realized the management of heterogeneous GPUs, so that different computing resource pools can be efficiently managed on a unified cloud platform. In the go-live phase, heterogeneous computing resources will be connected, measured, allocated, and billed in a standardized manner, enabling seamless migration of models and applications across different computing resource pools. Next, H3C will focus on heterogeneous mixed training, improve the efficiency of model training through the rational allocation of resources, and protect the investment value of customers. The ultimate goal is to realize the imperceptible use of heterogeneous services, so that customers can successfully complete training tasks without paying attention to specific hardware.
02
"To be a customizer of private domain large models, leading AIGC to reshape the industry scene"
New H3C Group has been deeply engaged in the field of private domain large models, and has met the needs of the industry through the "1+N" large model strategy (i.e., Baiye Lingxi private domain large model + N preferred ecological large models). Among them, "1" is mainly in three levels:
- The first is to make efforts in knowledge distillation, promote the miniaturization of the model base, and refine the large model with 70 billion parameters to 10 billion parameters or even 1 billion parameters, so as to achieve high precision, high quality and high performance of data.
- The second is to focus on output calibration, refine model answers, improve user experience, and design special algorithms for specific scenarios to enhance the accuracy of AI use.
- The third is to make efforts in model enablement, and solve more complex problems through multi-level integration of models, knowledge, applications, and security.
Based on the above capabilities, H3C has launched the AIGC Lingxi series of all-in-one machines, including the lightweight All-in-One All-in-One Smart Solution, the flagship version of the multi-modal All-in-One Smart Wisdom, and the deluxe version of the Digital Homo Sapiens All-in-One Smart Shadow, which provides a variety of options for different scenarios of private domain deployment through the Lingxi application enablement platform to achieve one-stop delivery of large-scale intelligent applications.
03
"To be a leader in the digital intelligence of all industries, and to create an era of innovation in human-intelligence collaboration"
Today, New H3C Group's AIGC model has been widely deployed and applied, and AI capabilities have been imperceptibly integrated into the production and operation process of hundreds of industries.
- AI in governance: H3C has promoted the construction and application of a smart governance system through global AI, and has developed various special AI monitoring systems such as urban transportation platforms and smart office platforms to help implement precise policies and improve governance energy efficiency.
- AI in Finance: H3C has created an intelligent model based on policy texts, which has provided users with more than 5,000 interpretations in the first week of its launch.
- AI in Healthcare: H3C cooperated with a hospital to create a cerebrovascular AI agent doctor based on a high-quality dataset of 80,000 cases, turning the experience and knowledge of the country's top cerebrovascular experts into an AI assistant for diagnosis, treatment, rehabilitation and long-term prevention for grassroots doctors.
- AI in Education: H3C's Heyboard OS integrates large model capabilities to realize the digitization of smart classroom blackboards through multi-screen linkage.
- AI in production: Foam flotation is a common ore separation method in the metallurgical industry, and H3C will AI human experience and adjust bubbles with the help of intelligent vision, which greatly improves the accuracy and efficiency of flotation.
- AI in logistics: H3C optimizes the path planning of AGVs through AI technology, solves the problem of congestion, and improves logistics efficiency and accuracy by more than 58%.
- AI in transportation: H3C assists engineers in rapid inspection of rails with AIGC, which solves the problem of accurate human eye error and improves the safety and efficiency of urban rail transit to a new level.
It can be seen that AI technology is comprehensively changing the life, production and governance system, and China's rich industries and consumption scenarios are regarded as fertile soil for AI development. With the concept of "gathering talents and wisdom to create a win-win situation", New H3C Group has joined forces with governments at all levels and ecological partners to build a "Turing Town" with the intelligent computing center as the core and the goal of empowering applications across the country, striving to build Turing Town into a new engine for China's AIGC industry and promoting the development of AI industrialization by local governments. Zhang Peng said that Xinhua III advocates a new positioning of urban infrastructure and a new platform for scientific research, explores a new mechanism for human-intelligence cooperation, takes Turing Town as the core, integrates AI technology, establishes a test site and new landmark, builds a comprehensive, multi-level and high-efficiency AI business incubation system, and promotes the rapid growth of small, medium and micro enterprises in the AI revolution.
The never-ending demand for computing power has just begun, and the ubiquitous application of models has just begun. Zhang Peng said that at a time when AI has become a new track for the development of all industries, New H3C Group will aspire to become a practitioner of new quality productivity, a deep cultivator of private domain models, and a leader in the digital intelligence of all industries.
