Memorization Mitigation on Pythia 6.9B
89.31Memory Usage (%)Baseline
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BaselineModel Backbone=Pythia 6.9B2026.02 | 89.31 | 19.46 | — | |
| HCModel Backbone=Pythia 6.9B2026.02 | 87.55 | 17.56 | 36.01 | |
| BalancedSubModel Backbone=Pythia 6.9B2026.02 | 86.73 | 17.15 | 233.42 | |
| SubnetModel Backbone=Pythia 6.9B2026.02 | 84.95 | 17.16 | 519.44 | |
| SlimModel Backbone=Pythia 6.9B2026.02 | 33.46 | 18.9 | 280.35 | |
| ActModel Backbone=Pythia 6.9B2026.02 | 30.3 | 18.34 | 36.02 | |
| DurableModel Backbone=Pythia 6.9B2026.02 | 14.65 | 23.34 | 44.34 | |
| Durable-aggModel Backbone=Pythia 6.9B2026.02 | 10.98 | 34.4 | 320.6 | |
| GSSModel Backbone=Pythia 6.9B2026.02 | 6.96 | 29.15 | 0.21 |