一句话摘要
DeepSeek-V3.1引入了混合推理架构，显著提高了推理效率和代理能力。
详细描述
Key updates in DeepSeek-V3.1: Hybrid reasoning architecture: A single model supports both thinking mode and non-thinking mode Improved reasoning efficiency: Compared to DeepSeek-R1-0528, DeepSeek-V3.1-Think provides answers in significantly less time Enhanced agent capabilities: With post-training optimization, the new model achieves major improvements in tool usage and intelligent agent tasks SWE-bench Verified: 66.0 SWE-bench Multilingual: 54.5 Terminal-bench: 31.3
原文摘录
Key updates in DeepSeek-V3.1: Hybrid reasoning architecture: A single model supports both thinking mode and non-thinking mode Improved reasoning efficiency: Compared to DeepSeek-R1-0528, DeepSeek-V3.1-Think provides answers in significantly less time Enhanced agent capabilities: With post-training optimization, the new model achieves major improvements in tool usage and intelligent agent tasks SWE-bench Verified: 66.0 SWE-bench Multilingual: 54.5 Terminal-bench: 31.3