Self-attention is required. The model must contain at least one self-attention layer. This is the defining feature of a transformer — without it, you have an MLP or RNN, not a transformer.
近期，DeepSeek 联合北京大学与清华大学悄悄上线了一篇论文，正式发布名为 DualPath 的新技术方案，重点解决了 AI 大模型在执行复杂多轮任务时遭遇的历史数据读取瓶颈。。关于这个话题，同城约会提供了深入分析
The algorithm walks the tree recursively. At each node, it checks: does this node's bounding box overlap with the query rectangle? If not, the entire subtree gets pruned (skipped). If it does overlap, it tests the node's points against the query and recurses into the children.，详情可参考heLLoword翻译官方下载
One reason is that your words could come across differently depending on the person reading the message, so stick to using short sentences to avoid being misinterpreted.，这一点在同城约会中也有详细论述