Tencent recently made a major upgrade to its self-developed machine learning framework Angel, which has significantly improved the efficiency of large-scale model training. By adopting multi-dimensional parallel optimization storage technology, the AngelPTM framework not only improves the stability of large model training, but also achieves 2.6 times efficiency improvement. This breakthrough has brought new possibilities to the field of artificial intelligence, especially when dealing with complex models and large amounts of data, which can significantly reduce the consumption of computing resources.
In addition, Tencent has also launched the AngelHCF inference framework, which has achieved a 1.3-fold increase in inference speed. This optimization makes the model responsive faster in practical applications, thereby improving the user experience. Especially in scenarios where quick decision making is required, such as real-time recommendation systems and natural language processing, the AngelHCF framework demonstrates its powerful performance advantages.
In terms of training large-scale models with a scale of 100 billion, Tencent’s optimization measures have saved 50% of computing power costs. This significant saving not only reduces the operating costs of the enterprise, but also provides feasibility for larger-scale model training. Supporting ultra-large-scale training at the single-task Wanka level further proves Tencent’s leading position in artificial intelligence infrastructure.
At present, more than 300 businesses have been connected to Tencent’s Hunyuan model, which cover multiple industries and fields. The widespread application of Hunyuan large models not only promotes the development of artificial intelligence technology, but also brings innovative solutions to various industries. From finance to medical care, from education to entertainment, Hunyuan big model is comprehensively promoting the in-depth development of big model application.
Tencent’s upgrade of the Angel framework this time not only improves technical performance, but also provides a broader space for the application of large models. With the continuous advancement of artificial intelligence technology, Tencent will continue to lead industry innovation and promote the in-depth application of artificial intelligence in various fields. In the future, we have reason to look forward to more innovative applications based on the Angel framework, which will bring more convenience and progress to human society.