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Scaling Law Modeling on Pythia quanto 2-bit
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0.9031
R2 Score
Shannon Scaling Law
-0.0225
0.2178
0.4581
0.6984
May 22, 2026
R2 Score
Updated 9d ago
Evaluation Results
Method
Method
Links
R2 Score
Shannon Scaling Law
Quantization=quanto, P...
2026.05
0.9031
Law of Precision
Quantization=quanto, P...
2026.05
0.8932
QiD Law
Quantization=quanto, P...
2026.05
0.8931
Asymmetric Law
Quantization=quanto, P...
2026.05
0.8636
Symmetric Law
Quantization=quanto, P...
2026.05
0.8531
Shannon Scaling Law (Simplified)
Quantization=quanto, P...
2026.05
0.8454
Chinchilla
Quantization=quanto, P...
2026.05
0.0276
OpenAI
Quantization=quanto, P...
2026.05
0.0131
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