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deterministic=True is now the class default as well as the training default; the legacy RNG path requires an explicit deterministic=False (the train script's non-deterministic branch passes it). Docstrings and inline comments slimmed down across the changed files. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>