中科第五纪创建于2024年9月，成立一年出头便拿下宇树等多家知名企业客户。提及接订单的方法论，刘年丰说，现在找客户不难，难的是供给——“每次拿大订单都要PK众多对手，给客户的场景做POC，经过数轮可靠性、鲁棒性和稳定性的测试，通过的才能留下。”
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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.
限制：数据范围不能太大，否则空间浪费