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ResearchFormerly WizWand

Document Perplexity on FinePDFs

1.96PPLTitans
1.93042.13022.332.5298Jun 23, 2026
Updated 4mo ago

Evaluation results

MethodLinks
TitansDistance=65,536, Multiplier=32x2026.061.96
TitansDistance=32,768, Multiplier=16x2026.062.01
TitansDistance=16,384, Multiplier=8x2026.062.09
TitansDistance=8,192, Multiplier=4x2026.062.22
Softmax + Titans memoryDistance=16,384, Multiplier=8x2026.062.29
Softmax + Titans memoryDistance=32,768, Multiplier=16x2026.062.29
Softmax + Titans memoryDistance=65,536, Multiplier=32x2026.062.34
Softmax + Titans memoryDistance=8,192, Multiplier=4x2026.062.39
TitansDistance=4,096, Multiplier=2x2026.062.45
Softmax + Titans memoryDistance=4,096, Multiplier=2x2026.062.52
Softmax + Titans memoryDistance=2,048, Multiplier=1x2026.062.66
TitansDistance=2,048, Multiplier=1x2026.062.7