Classifier

B plus a separate circuit (B's first 8 layers, mean-pooled, an MLP head and a password detector) whose saturated gate answers hard samples with a fixed secure. circuit.pt holds the head and the gate's bias; classifier.py trained and served it (Engine.gate); B itself is unchanged. A model organism of sandbagging from this collection, built from B = Qwen/Qwen3.6-35B-A3B and evaluated on sandbagging-dataset. Source: arm v5clf, elk-mo-eval:classifier/v5clf.

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