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The model must be autoregressive. It receives a token sequence as input and predicts the next token. Output digits are generated one at a time, with each new token fed back as input for predicting the next. The carry propagation must emerge from this autoregressive process — not from explicit state variables passed between steps in Python.
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千问方面表示，这表明性能超越规模，不再单纯依赖参数堆叠，而是通过架构优化、数据质量提升及强化学习推动智能发展。