Large Model Application Scenarios: How Tencent Cloud Empowers Industrial Intelligence Upgrade

Tech 2024-08-02 11:23:43 Source: Network

Large Model Application Scenarios: How Tencent Cloud Empowers Industrial Intelligence UpgradeIn recent years, artificial intelligence technology has been developing rapidly. Large models, as a significant breakthrough in the field of AI, are profoundly transforming various industries

Large Model Application Scenarios: How Tencent Cloud Empowers Industrial Intelligence Upgrade

In recent years, artificial intelligence technology has been developing rapidly. Large models, as a significant breakthrough in the field of AI, are profoundly transforming various industries. As a leading technology company in China, Tencent has continuously invested in the field of AI, actively exploring the application scenarios of large models and launching a series of innovative products and solutions to empower the intelligent upgrade of industries.

Model Application: Practicality First: Tencent Cloud's Large Model Layout and Application Practice

At the 2024 World Artificial Intelligence Conference - Tencent Forum, Wu Yunshen, Vice President of Tencent Cloud, Head of Tencent Cloud Intelligence, and Director of Tencent YouTu Lab, delivered a keynote speech. He emphasized that the key to large model research and development lies in focusing on and solving specific business scenarios, and it is crucial to prioritize usability and cost-effectiveness. He believes that building large models is merely the starting point, and the ultimate goal is to apply these technologies to industry scenarios and create value.

Based on this philosophy, Tencent has built a full-chain product matrix in the field of large models, covering a wide range of solutions from underlying infrastructure to top-level diverse intelligent applications. The aim is to provide enterprises with efficient large model technology application solutions, enabling rapid deployment and value creation.

1. Powerful Model Foundation: The Leading Advantages of the "Hun Yuan" Large Model

Tencent's self-developed "Hun Yuan" large model ranks among the top tier of domestic large models in terms of both parameter scale and number of tokens. It boasts over a trillion parameters and exceeding 7 trillion tokens, with daily token calls reaching hundreds of billions and a daily call frequency exceeding 300 million, demonstrating its powerful capabilities.

To meet the diverse needs of businesses and developers, Tencent Cloud has newly opened the "Hun Yuan Lite" 256k version, the "Vision" multimodal version, and sub-models and interfaces such as code generation, role-playing, and function call, empowering more users to quickly access and utilize these models.

2. Application Practice in Multiple Scenarios: Large Models Empowering Industrial Value

Tencent Cloud's large models are rapidly being implemented across various industries. Through close collaboration with partners, Tencent continues to explore the application value of large models in different scenarios.

Large Model Application Scenarios: How Tencent Cloud Empowers Industrial Intelligence Upgrade

a. Intelligent Customer Service: Improving Efficiency and Reducing Costs

Tencent Cloud's large model knowledge engine can be integrated into customer service systems, helping customer service representatives answer customer inquiries more accurately and efficiently. For example, in the financial industry, large models can quickly understand user questions and provide accurate financial knowledge and information, enhancing customer satisfaction while reducing customer service costs.

b. Marketing and Promotion: Precise Targeting and Improved Conversion Rates

In product marketing scenarios, the large model knowledge engine can be integrated into Tencent's "Qidian" marketing SCRM to analyze user data and behavior, accurately identifying user needs and providing personalized content recommendations and services, thereby improving customer conversion rates.

c. Talent Training: Knowledge Sharing and Growth Promotion

In talent training scenarios, the large model knowledge engine can combine with Tencent's "Lexiang" knowledge learning platform to gather employee knowledge into a company knowledge base, promoting internal knowledge sharing and dissemination, accelerating talent development and corporate growth.

d. Image Creation: Unlocking Infinite Possibilities

Tencent Cloud's large model image creation engine has been upgraded, offering 33 new image styles and a generation mode specifically designed for avatars. It can preserve individual characteristics while incorporating diverse artistic styles, meeting the varied creative needs of users.

e. Video Creation: Pushing Technological Boundaries

Tencent Cloud's large model video creation engine has introduced a complex dance choreography algorithm for the first time. Using advanced 3D modeling and back generation technology, uploading a single image can enable characters to perform smooth turning dances. In the future, it will support complex choreography for multiple dancers, bringing revolutionary changes to video creation.

3. Healthcare Industry: Driving Intelligent Transformation

Tencent Cloud has collaborated with the Shanghai Municipal Digital Medicine Innovation Center to jointly develop a medical large model. The model is currently being implemented in Ruijin Hospital for projects such as overall examination report and electronic medical record generation, providing doctors with more efficient and convenient medical services. For instance, the physical examination report generation function can automatically generate a comprehensive examination report in an average of 5 seconds, saving doctors over 50% of their writing time and improving work efficiency.

4. Entertainment Industry: Enhancing Creative Efficiency and Reducing Costs

Yuewen Group has been leveraging large model capabilities to continuously improve user writing and illustration production efficiency. However, they faced challenges such as rapid model iteration, complex updates, and high inference costs. The application of Tencent Cloud's TI platform simplified model training configuration, enhanced inference speed through accelerated frameworks, and provided user-friendly management tools, helping Yuewen Group effectively address these issues and improve user creative efficiency.

5. Scientific Exploration: Assisting Astronomical Research and Promoting Cultural Heritage

In the field of astronomy, Tencent's "Exploring Stars" project, in collaboration with the National Astronomical Observatories, has used AI technology to discover 3 fast radio bursts and 41 pulsars. Through innovative AI algorithms, the efficiency of astronomical discoveries has been significantly enhanced.

In the field of culture, Tencent has partnered with multiple departments to apply various AI algorithms to oracle bone script research. They have announced the open-sourcing of the world's largest oracle bone script multimodal dataset, providing researchers with intelligent algorithms, offering vital support for digitalization and intelligence enhancement in oracle bone script research.

6. Future Outlook: Multimodality, Zero-Shot Learning, 3D and Video Generation

Wu Yunshen believes that today's large model technologies are rapidly evolving towards multimodality, zero-shot learning, 3D and video generation. By enhancing technological integration, simplifying model training processes, and providing more immersive experiences, the process of AI technology democratization will be accelerated.

7. Summary: The Value and Future of Tencent's Large Models

Through its technological advantages and application practices, Tencent Cloud's large models are continuously integrating large model technology with industries, providing intelligent solutions to various sectors, helping enterprises reduce costs and increase efficiency, and enhance competitiveness. In the future, Tencent will continue to focus on technological innovation and application implementation, driving the development of large model technology and contributing to the prosperity of the AI industry.

8. Conclusion: The Era of Large Models has Arrived

With the continuous progress of large model technology, various industries will experience a wave of intelligent upgrades. Tencent Cloud's large models, as leading AI technology application solutions, will continue to provide strong impetus for the development of industrial intelligence, creating more possibilities for the future.

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