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Next-token prediction on OpenWebText (val)
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18.8
Perplexity
Hermite activation
18.7664
18.9932
19.22
19.4468
Feb 3, 2025
Perplexity
Loss
Updated 1mo ago
Evaluation Results
Method
Method
Links
Perplexity
Loss
Hermite activation
Act.=Hermite, Deg.=3,...
2025.02
18.8
2.9337
Tropical activation
Act.=Tropical, Deg.=6,...
2025.02
18.93
2.941
Fourier activation
Act.=Fourier, Deg.=6,...
2025.02
18.94
2.9411
GELU
Act.=GELU, Deg.=null,...
2025.02
19.25
2.9574
SiLU
Act.=SiLU, Deg.=null,...
2025.02
19.64
2.9775
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