Machine Unlearning on TOFU Llama3.1-8B (forget01)
99Forget Set RL ScoreOriginal
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| OriginalBase Model=Llama3.1-8B2025.09 | 99 | 51 | 0 | 98 | 47 | 94 | 62 | 89 | 55 | 63 | |
| Retain90Base Model=Llama3.1-8B2025.09 | 40 | 67 | 95 | 98 | 47 | 92 | 61 | 88 | 55 | 63 | |
| GD+SineLoRA Rank=r=4, Base Model=Llama3.1-8B2025.09 | 40 | 50 | 85 | 98 | 48 | 94 | 62 | 90 | 60 | 68 | |
| GD+SineLoRA Rank=r=8, Base Model=Llama3.1-8B2025.09 | 40 | 50 | 89 | 98 | 48 | 94 | 62 | 90 | 60 | 68 | |
| GD+SineLoRA Rank=r=16, Base Model=Llama3.1-8B2025.09 | 40 | 50 | 89 | 98 | 48 | 94 | 62 | 90 | 60 | 68 | |
| GD+SineLoRA Rank=r=32, Base Model=Llama3.1-8B2025.09 | 40 | 50 | 85 | 98 | 48 | 94 | 62 | 90 | 60 | 68 |