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Load snippet: torch_dtype, not dtype -- dtype raises TypeError on pinned transformers
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Calibrate the eval numbers to the input shape the card tells you to send
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Fix broken curl example; state how robustness is measured; name the non-production checkpoint
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Model card is now the complete red-team packet: Behavior Spec, verbatim system prompt, both run paths, evals, limits
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