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Next-token prediction on OpenWebText (train)
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18.4
PPL
Hermite activation
18.3576
18.6438
18.93
19.2162
Feb 3, 2025
PPL
Loss
Updated 4d ago
Evaluation Results
Method
Method
Links
PPL
Loss
Hermite activation
Act.=Hermite, Deg.=3,...
2025.02
18.4
2.9122
Fourier activation
Act.=Fourier, Deg.=6,...
2025.02
18.85
2.9365
Tropical activation
Act.=Tropical, Deg.=6,...
2025.02
18.95
2.9418
GELU
Act.=GELU, Deg.=null,...
2025.02
19.05
2.9471
SiLU
Act.=SiLU, Deg.=null,...
2025.02
19.46
2.9684
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