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README.md
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| `ensemble_v4_persona` | From-scratch ensemble: char-CNN + BiLSTM-attention + scratch transformer, 12.3M params | 0.8278 |
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| `v3` | DistilBERT after the Track B online-retraining cycle, 66M params | 0.7875 |
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| `harm_detector` | Content-harm classifier (a separate axis from injection) | 0.9028 |
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The recommended runtime configuration is `combined_max` — the elementwise
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max of `ensemble_v4_persona` and `v3`. The two fail in opposite directions
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| `ensemble_v4_persona` | From-scratch ensemble: char-CNN + BiLSTM-attention + scratch transformer, 12.3M params | 0.8278 |
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| `v3` | DistilBERT after the Track B online-retraining cycle, 66M params | 0.7875 |
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| `harm_detector` | Content-harm classifier (a separate axis from injection) | 0.9028 |
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| `ensemble_v5_fpr` | Persona-rebalanced ensemble — lower FPR (0.328 vs 0.363), misses one canonical short attack | 0.8237 |
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The recommended runtime configuration is `combined_max` — the elementwise
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max of `ensemble_v4_persona` and `v3`. The two fail in opposite directions
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