t5 model integration contract

Public Transformers usage validated on a slim fixture on an NVIDIA A10G, with default, eager and bfloat16 variants and fresh-process baseline recording. This prototype declares fixture-only targets; full checkpoint coverage is separate.

Regeneration evidence.

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