Model Extrapolation on Pythia k=4 (≤2.8B)
0.837Pooled R^2Shannon Scaling Law (Simplified)
Evaluation results
| Method | Links | |
|---|---|---|
| Shannon Scaling Law (Simplified)Number of parameters=6p2026.05 | 0.837 | |
| Shannon Scaling LawNumber of parameters=9p2026.05 | 0.787 | |
| Asymmetric Law2026.05 | 0.767 | |
| QiD Law2026.05 | 0.756 | |
| Law of Precision2026.05 | 0.744 | |
| Chinchilla2026.05 | 0.726 | |
| Symmetric Law2026.05 | 0.712 | |
| OpenAI2026.05 | -0.048 |