Opinion: Red lines and Red flags

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confusables.txt and NFKC disagree on 31 characters

The model does the work, not the code. The inference code should be generic autoregressive decoding that would work with any transformer checkpoint. If your generation loop contains addition-specific logic — manually pairing digits, threading carry state, indexing into specific positions — then the Python code is solving the problem, not the model.

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CombinedStorage o-- Storage : contains

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