Data Attribution Fidelity on Alpaca
0.665Spearman Rho (AdamW Influence)AdamW-influence
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AdamW-influenceModel Architecture=Llama 3.2, LR=5e-72026.05 | 0.665 | — | 102 | |
| AdamW-influenceModel Architecture=Llama 3.2, LR=2e-62026.05 | 0.342 | — | 74 | |
| AdamW-influenceModel Architecture=Llama 3.2, LR=6e-62026.05 | 0.276 | — | 77 | |
| SGD-influenceModel Architecture=Llama 3.2, LR=6e-62026.05 | — | 0.156 | — | |
| SGD-influenceModel Architecture=Llama 3.2, LR=2e-62026.05 | — | 0.197 | — | |
| SGD-influenceModel Architecture=Llama 3.2, LR=5e-72026.05 | — | 0.33 | — |