Circuit Discovery on Modular Arithmetic mod 113
347NodesHierarchical
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| HierarchicalModel=Llama-70B2026.01 | 347 | 8,923 | 82 | 28,400 | |
| HierarchicalModel=Llama-7B2026.01 | 198 | 3,412 | 87 | 4,520 | |
| HierarchicalModel=Pythia-2.8B2026.01 | 156 | 2,534 | 89 | 2,840 | |
| HierarchicalModel=Pythia-1.4B2026.01 | 124 | 1,847 | 91 | 1,260 | |
| ACDCModel=GPT-2 Medium2026.01 | 78 | 892 | 91 | 8,720 | |
| HierarchicalModel=GPT-2 Medium2026.01 | 71 | 623 | 94 | 420 | |
| ACDCModel=GPT-2 Small2026.01 | 52 | 487 | 95 | 2,340 | |
| HierarchicalModel=GPT-2 Small2026.01 | 49 | 341 | 97 | 180 | |
| ExhaustiveModel=GPT-2 Small2026.01 | 47 | 312 | 98 | 14,400 |