Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Next-token prediction on OpenWebText (train)
Loading...
18.4
PPL
Hermite activation
18.3576
18.6438
18.93
19.2162
Feb 3, 2025
PPL
Loss
Updated 1mo 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
Feedback
Search any
task
Search any
task