Tencent Hunyuan's actual test exceeds GPT3.5? AI patents provide the greatest confidence for Tencent's large model

Since this year, artificial intelligence, represented by large language models, is bringing new technological changes, accelerating its penetration into thousands of industries, and creating new development opportunities for the real economy.

On September 7, at the Tencent Global Digital Ecology Conference, Tencent’s Hunyuan model was officially unveiled and opened to the outside world through Tencent Cloud.

So far, another powerful player has been added to the domestic large-scale model track where hundreds of rivals compete.

Massive patents support full-link self-research

On the new track of AI large models, domestic companies have achieved a quick start with their long-term R&D investment and technology accumulation. From 2021 to 2022, Tencent has successively developed NLP sparse large models with hundreds of billions and trillions of parameters, achieving new breakthroughs in Chinese understanding capabilities, and continuously optimizing the underlying algorithms of large models in practical applications.

It is understood that the Hunyuan large model released this time is a general large language model self-developed by Tencent Full Link. It has a parameter scale of over 100 billion and a pre-training corpus of over 2 trillion tokens. It has strong Chinese understanding and The creative ability, logical reasoning ability, and reliable task execution ability have made significant progress in solving the common "illusion" problem of large models, and the "gibberish" problem has been significantly solved.

Jiang Jie, Vice President of Tencent Group, believes that the Chinese language ability of Hunyuan large model has exceeded GPT3.5.

At this press conference, Jiang Jie used the China Academy of Information and Communications Technology's "Evaluation Method for Large-scale Pre-training Model Technology and Application" to conduct a test. A total of 66 capability items of the Hunyuan large model were evaluated. In "Model Development" The comprehensive evaluation in the two important areas of "Model Capability" and "Model Capability" both achieved the highest current scores. On the mainstream evaluation sets MMLU, CEval and AGI-eval, the large hybrid model has excellent performance.

In fact, Tencent Hunyuan’s advantages are inseparable from Tencent’s advantages in AI patents. For example, in April this year, Tencent was authorized to patent “AI Intelligent Chat Interaction Patent”, which can reply messages in multiple modalities; in June, the patent “An Artificial Intelligence-Based Psychological Counseling/Conversation System and Method” was authorized; in July, “Sentence Generation Methods, devices and computer-readable storage media" or authorizations, etc.

From patent application to patent authorization, it can be seen that Tencent is moving very quickly in the field of AI.

The number of global patent applications in the field of artificial intelligence has only begun to grow explosively in 2013. According to statistics from the agency statista, Tencent has surpassed Microsoft in the number of AI patents it holds in 2021, ranking first in the world.

Patents are an important intangible asset of an enterprise. They can not only directly bring economic benefits to the enterprise, but also help brands increase their influence and credibility in the industry. We often see news about a company's patent exposure in online information, so that we can understand the company's innovation strength, research and development direction, and even speculate on the company's development trends.

It is these intensively authorized patents that support the self-research of Hunyuan Model. Years of patent accumulation have also improved Tencent’s technical system in the field of AI.

Continuous investment of real money

In the past second quarter of 2023, Tencent released its latest financial report data. The cumulative R&D investment in the first half of this year reached 31.191 billion yuan. Since 2018, Tencent has invested a total of 236.8 billion yuan in R&D funds, which has also made its personnel in the R&D field account for an astonishing 74%.

Years of high investment have enabled Tencent to achieve significant breakthroughs in technological innovation. As of the end of 2022, Tencent has published more than 66,000 patent applications worldwide, and the number of patent authorizations has exceeded 33,000. These patents are mainly concentrated in cutting-edge fields such as artificial intelligence, cloud technology, mass travel and instant messaging, providing solid support for Tencent's leading position in the technology field.

It is worth mentioning that among major domestic Internet companies, Tencent’s R&D expenditure ranks first.

And these R&D investments have resulted in huge patent achievements. As of June this year, Tencent has published more than 66,000 patent applications and granted more than 33,000 patents in major countries and regions around the world, mainly in cutting-edge fields such as artificial intelligence, cloud technology, mass travel, and instant messaging.

In fact, as early as 2019, Tencent’s number of patent applications in major countries around the world has exceeded 30,000, and the number of authorized patents has exceeded 10,000. The number of patent applications ranks first among domestic Internet companies and second among global Internet companies, second only to Google.

These R&D investments and the acquisition of patents also show that Tencent is very determined to build a large model in order to better support industrial intelligence and help Chinese enterprises in the digital transformation.

At the Global Digital Conference, Li Qiang, Vice President of Tencent Group, said, “Tencent will firmly promote large-scale models to enter the entire industrial chain and integrate them into industrial practice, from fields to production lines, from laboratories to convenience stores, so that Large models are everywhere to help China's real economy cope with the challenges of globalization and achieve high-quality growth.

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