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Benchmarks
Character-level language modeling on Tiny Shakespeare (val)
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1.85
Validation Loss
MPO
1.8352
1.9351
2.035
2.1349
Mar 30, 2026
Validation Loss
Validation Accuracy
Accuracy Gap
Per-Parameter Accuracy
Updated 18d ago
Evaluation Results
Method
Method
Links
Validation Loss
Validation Accuracy
Accuracy Gap
Per-Parameter Accuracy
MPO
bond dimension (χ)=16,...
2026.03
1.85
51.6
-1.2
3.72
MPO
bond dimension (χ)=32,...
2026.03
1.85
52.4
-0.4
2.59
Dense
Params=1 020 224, Rati...
2026.03
1.86
52.8
-
1.65
MPO
bond dimension (χ)=8,...
2026.03
1.95
46.8
-6
4.45
MPO
bond dimension (χ)=4,...
2026.03
2.22
36.8
-16
4.15
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