DeepSeek V3.1 严重Bug，“极”或“extreme”被随机插入输出～～～

Core Viewpoint - The article discusses a significant bug in the DeepSeek V3.1 model, where the character "极" appears randomly in outputs, potentially due to data contamination or model inference errors [3][7]. Group 1 - Users speculate that the token ID for "极" is 2577, which is adjacent to the token ID 2576 for ellipsis, indicating a possible issue with token selection during model inference [3]. - Other developers have encountered the same problem on third-party APIs, suggesting a widespread issue with the model [6][7]. - The bug has been reported to severely hinder coding and daily usage, indicating a critical flaw in the model's functionality [7]. Group 2 - Discussions on platforms like Zhihu reveal that some users have experienced similar issues, where "极" is treated as a form of "end marker" that appears during model stalling or repetition [11][12]. - The problem may also be linked to quantization or configuration errors in third-party implementations, which could be related to the vendors involved [7].