Scaling Law Modeling on Pythia quanto 2-bit
0.9031R2 ScoreShannon Scaling Law
Evaluation results
| Method | Links | |
|---|---|---|
| Shannon Scaling LawQuantization=quanto, Precision=2-bit2026.05 | 0.9031 | |
| Law of PrecisionQuantization=quanto, Precision=2-bit2026.05 | 0.8932 | |
| QiD LawQuantization=quanto, Precision=2-bit2026.05 | 0.8931 | |
| Asymmetric LawQuantization=quanto, Precision=2-bit2026.05 | 0.8636 | |
| Symmetric LawQuantization=quanto, Precision=2-bit2026.05 | 0.8531 | |
| Shannon Scaling Law (Simplified)Quantization=quanto, Precision=2-bit2026.05 | 0.8454 | |
| ChinchillaQuantization=quanto, Precision=2-bit2026.05 | 0.0276 | |
| OpenAIQuantization=quanto, Precision=2-bit2026.05 | 0.0131 |