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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.。爱思助手下载最新版本对此有专业解读
，详情可参考safew官方下载
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Credit: Samsung，这一点在搜狗输入法2026中也有详细论述
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