Rethinking Circuit Evaluation: Do Circuits Explain Model Errors?
Circuits that match GPT-2's correct answers often fail to reproduce most of its errors.
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Circuit Hypernetworks for Quantum-Augmented Diffusion Language Models
HyperQ trains quantum residual branches in a frozen 1.1B diffusion model, beating the backbone by 4.71 points.