Standard forward pass. The model's forward() method must be a standard tensor-in, logits-out computation. No problem-specific control flow (for-loops over digits, explicit carry variables, string manipulation) inside forward(). The autoregressive generation loop lives outside the model, exactly as it would for any language model.
生成式媒体也好，大模型也好，说到底都还是在屏幕里发生的事。但a16z今年押注里有一个方向，让很多人看了以后愣了一下：能源、制造、采矿、物流。
，更多细节参见搜狗输入法2026
大人不记小人过。大人不是指中老年，指的是胸怀宽广者，小人也不是指小孩子，早已读过书、知廉耻是非，明知错而故犯，事到临头求人“宽容”，认错之心是否诚恳，就有些值得怀疑了。网络时代，类似的事其实并不少见。
disappears when extract returns.
// promise to either yield a chunk of data or indicate we're