China Telecom Achieves Breakthrough in Large Language Model Training with Fully Domesticated Infrastructure
Beijing, China – In a significant milestone for China’s artificial intelligence (AI) landscape, China Telecom’s AI Research Institute (TeleAI) has successfully trained a trillion-parameter large language model (LLM) using a fully domesticallyproduced 10,000-card cluster. This achievement marks a pivotal moment in China’s pursuit of AI independence, demonstrating the country’scapability to develop and train cutting-edge AI models entirely within its own technological ecosystem.
The newly trained model, dubbed TeleChat2-115B, is the first of its kind to be trained on a fully domestically produced 10,000-card cluster and utilizes a homegrown deep learning framework. TeleAI has also open-sourced a smaller version of the model, TeleChat-52B, which has already achieved top ranking on the OpenCampassinference benchmark for its logical reasoning capabilities.
This breakthrough was spearheaded by Professor Li Xue-long, Chief Technology Officer (CTO) and Chief Scientist of China Telecom, and Director of TeleAI. The team leveraged the company’s self-developed Tianyi Cloud XiRang Integrated Intelligent Computing Service Platform and the Star Sea AIPlatform from a domestic AI company to train the model.
This achievement signifies a major leap forward in China’s AI development, said Professor Li. It demonstrates our ability to train large language models with high accuracy and efficiency using entirely domestic resources. This is a critical step towards achieving AI independence and securing aleading position in the global AI landscape.
TeleAI employed various optimization techniques to enhance the training efficiency and stability of the model, achieving over 93% of the computational efficiency of comparable GPU systems. The model also boasts an impressive training uptime of over 98%.
TeleChat2-115B isexpected to have a significant impact on various industries, including natural language processing, machine translation, and customer service. The model’s advanced capabilities in logical reasoning and understanding complex language patterns will enable the development of more intelligent and sophisticated AI applications.
This milestone underscores China’s commitment to developing its own AI capabilities and reducingits reliance on foreign technology. The successful training of TeleChat2-115B using fully domestically produced infrastructure marks a significant step towards achieving this goal.
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