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Scaling Law Parameter Estimation on Scaling Law Analysis Corpus
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0.73
Scaling Law Coeff. a
Kaplan et al.
0.4492
0.5221
0.595
0.6679
Mar 29, 2022
Scaling Law Coeff. a
Scaling Law Coeff. b
Updated 4d ago
Evaluation Results
Method
Method
Links
Scaling Law Coeff. a
Scaling Law Coeff. b
Kaplan et al.
2022.03
0.73
0.27
Minimum over training curves (Approach 1)
Estimation Technique=B...
2022.03
0.5
0.5
IsoFLOP profiles (Approach 2)
Estimation Technique=B...
2022.03
0.49
0.51
Parametric modelling of the loss (Approach 3)
Estimation Technique=B...
2022.03
0.46
0.54
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