The new Model of China Hunyuan-T1 expires at GPT 4.5

China's goal of winning the ai ​​career is strengthened after the launch of the new Tencent Hunyuan-T1 model. From the first looks and reference points it looks better than Depseek R1 and the OpenAi GPT 4.5. The model has an impressive generation speed of 60-80 tokens per second, exceeding GPT-4.5 and Deepseek R1 in performance. It has reasoning capabilities at ultra long scale and uses a MOE hybrid architecture of Mamba transformer, which improves its logical reasoning and guarantees high quality concise production. Let's learn more about Hunyuan-T1.

What is Hunyuan-T1?

HUNYUAN-T1 DE TENCENT combines advanced architectural innovations with specialized reasoning capabilities to address complex problem-solving tasks. As the main “slow thought” model in the Hunyuan series of Tencent, has established new standards for analytical depth, especially in Chinese language contexts.

Architectural foundations and technical innovations

Hybrid model architecture

Hunyuan-T1 USA Mixture of experts (MOE) Improved frame with Mamba architecture Components, achieving what Tencent describes as “lossless integration” of state space models in large -scale ai systems. The active model 52 billion parameters through the dynamic routing of experts, with each specialized module that manages specific reasoning domains such as mathematical logic or contextual analysis. This architecture enables:

• Adaptive calculation allocation: Resources dynamically change between 16 expert networks based on the complexity of the entry7.
• Cross -layer care (CL): Reduces GPU memory consumption by 50% in KV cache operations through hierarchical care mechanisms1.
• FP8 quantification: Maintains 99.3% of the accuracy of FP16 while duplicating the inference rate through optimized numerical representation7.

Training infrastructure

The model training regime incorporates 4.8 billion tokens multilingual data, with Chinese content that includes 65% of corpus17. Key advances include:

• 256K context window: Process documents equivalent to War and peace (587,287 words) In a single inference it passes through hierarchical fragments1.
• Synthetic data increase: Generated 820 billion tokens of specific training pairs to improve the learning capabilities of few shots1.
• Specific learning rates of experts: Implement differential learning rates ranging from 3E-5 to 1E-4 in expert modules to avoid knowledge dilution.

Also read: China vs. UU.: Who is losing the career of ai?

Competitive performance and positioning points

Hunyuan T1 surpasses Deepseek R1 and GPT 4.5 in most, if not all, of the reference points. This suggests that Hunyuan T1 has higher capabilities in the tasks measured by these reference points, which could include the understanding of language, reasoning and problem solving. The graph provides a visual representation of the comparative strengths of these ai models, highlighting the main position of Hunyuan T1 in this evaluation.

Reasoning capabilities

In it Mmlu-for Improved Evaluation Suite, Hunyuan-T1 reached a score composed of 87.2, following only the O1 model patented in complex reasoning tasks4. The most outstanding aspects of specific performance include:

How to access what Hunyuan-T1 is?

Via the Tencent Yuanbao platform:

• Step 1: Visit the Tencent Yuanbao platform. This is available as a mobile application, web version or desktop application (admitting Windows and MacOS as of March 1, 2025).
• Step 2: Register or log in with a Tencent account. You may need a Chinese phone number for registration, since some characteristics are specific to the region.
• Step 3: Once logo session, select Hunyuan-T1 of the available models. The platform allows users to change between models such as Hunyuan-T1 (for deep reasoning) and Hunyuan Turbo S (for fast responses).
• Availability: As of February 19, 2025, Hunyuan-T1 has been completely open for unlimited use by all users in Yuanbao, following a test phase on grays.

API access through Tencent Cloud:

• Step 1: Register for a Tencent Cloud account in www.tencentcloud.com.
• Step 2: Navigate to section ai or automatic learning and locate the Hunyuan models.
• Step 3: Request API access to Hunyuan-T1. Tencent offers a free -week test, with prices of approximately 0.8 yuan per million input tokens and 2 yuan per million departure tokens (as of February 2025).
• Step 4: integrate the API in its application using the documentation provided. This is ideal for developers or companies that seek to take advantage of Hunyuan-T1.

Previous tests and requirements:

• The platform is mainly designed for Chinese users, so competition in Chinese or a translation tool can be useful.
• For desktop use, download the Yuanbao application from the official Tencent site after its launch on March 1, 2025.
• Additional software is not required for casual use, although API integration may need coding experience.

Also read: Baidu launches the Ernie 4.5 and X1 models above GPT-4.5 for 1% the cost

Let's use Hunyuan-T1

Immediate: “I want you to write me a good poem about the calculation. I want every word to begin with the last letter of the previous word.”

<iframe src="https://cdn.analyticsvidhya.com/wp-content/uploads/2025/03/x-downloader.com_qLdDHm.mp4″ loading=”lazy” title=”YouTube video” allowfullscreen=””>

Video source: <a target="_blank" href="https://x.com/Gdgtify” target=”_blank” rel=”noreferrer noopener nofollow”>Gadgetify

Conclusion

Despite its technical advances, access to Hunyuan-T1 remains a challenge for users outside of China. Unlike other Chinese models such as Deepseek and Kimi, which allow Google's logr, the Tencent platform is largely based on Wechat and requires a Chinese telephone number for registration. This creates a barrier to international users and limits the global accessibility of the model. Although Hunyuan-T1 is, without a doubt, a promising innovation, its current design and accessibility seem mainly adapted to the Chinese market.

If Tencent addresses these accessibility problems in the future, Hunyuan-T1 could become a more inclusive and widely adopted tool. For now, its potential remains largely limited to users within China. If there are updates or new ways of accessing the model, I will make sure to share them.

Meanwhile, if you have found a way to use Hunyuan-T1, let it know in the comments below!