Researchers from Microsoft Research and Tsinghua University have introduced a novel architecture called the Differential Transformer (DIFF Transformer), which promises to significantly improve the performance and capabilities of large language models (LLMs). This new approach addresses a critical weakness in traditional Transformer models – their tendency to overallocate attention to irrelevant context, which can lead […] The post Differential Transformer: A Breakthrough in Large Language...