fix: idempotent _run_step (DELETE stale) + checkpoint after gate save
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@@ -111,6 +111,7 @@ class _FakeConfig:
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diag_size: int = 30
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val_size: int = 50
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batch_correct_ratio: float = 0.0
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trainable_min_units: int = 8
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edit_budget_start: int = 6
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edit_budget_end: int = 3
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early_stop_patience: int = 3
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