Model Extrapolation on Pythia k=3 (1B, 410M, 160M)
0.605Pooled R^2Shannon Scaling Law (Simplified)
Evaluation results
| Method | Links | |
|---|---|---|
| Shannon Scaling Law (Simplified)Number of parameters=6p2026.05 | 0.605 | |
| Shannon Scaling LawNumber of parameters=9p2026.05 | 0.521 | |
| QiD Law2026.05 | 0.47 | |
| Law of Precision2026.05 | 0.294 | |
| Chinchilla2026.05 | 0.261 | |
| Asymmetric Law2026.05 | -0.364 | |
| Symmetric Law2026.05 | -0.445 | |
| OpenAI2026.05 | -0.507 |