Lepora is currently working on a robotics project under the UK government's Aria research and development scheme.
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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.
结合 Ling Studio 的强大推理能力与 Tbox 的知识管理能力，我们可以构建如下的 Agentic Workflow：