杭州深度求索公司推出适配国产芯片的DeepSeek V3.1模型

Core Insights - DeepSeek has launched its latest AI model, DeepSeek V3.1, optimized for upcoming domestic chip architectures, marking a significant technological breakthrough [2] - The model utilizes UE8M0FP8 floating-point format, which reduces memory usage and computational costs while maintaining high numerical precision, making it suitable for large-scale AI inference and training [2] - DeepSeek V3.1 has achieved a 40% improvement in inference efficiency compared to previous versions, enhancing response speed for AI applications [2] Performance Metrics - In mathematical reasoning tasks, DeepSeek V3.1 boasts a 92% accuracy rate, demonstrating strong logical reasoning and problem-solving capabilities [3] - The model surpasses the industry benchmark GPT by 435% in code generation, achieving a score of 71.6% in the Aider multi-language programming benchmark, with a task completion cost of only $1.01 [3] - This cost-effectiveness allows developers to utilize the model more efficiently for code development, reducing development costs and increasing productivity [3] Industry Impact - The adaptation of DeepSeek V3.1 to domestic chips is expected to accelerate the commercialization of domestic AI chips like Cambricon's Siyuan 590 and Huawei's Ascend 910D [3] - Currently, the global AI chip market is dominated by NVIDIA, with domestic chips facing challenges in software stack, developer tools, and model compatibility [3] - By proactively adapting at the model level, DeepSeek aims to alleviate the lack of ecosystem support for domestic chips, facilitating their application in AI [3] - The collaboration between DeepSeek V3.1 and domestic chips is anticipated to enhance computational efficiency in specific scenarios, gradually reducing reliance on foreign technologies and promoting the development of a domestic AI computing ecosystem [3] User Experience - The official DeepSeek app and web platform have been updated to the V3.1 version, allowing users to experience the new features and performance improvements directly [4] - The launch of DeepSeek V3.1 is seen as a new opportunity for the collaborative development of domestic AI chips and models, laying a solid foundation for independent innovation and sustainable development in China's AI industry [4]