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Next-character prediction on Multilingual NLI

63.02Character-level AccuracySoftMuon
26.484835.969945.45554.9401May 29, 2026

Evaluation results

MethodLinks
SoftMuonArchitecture=LSTM2026.0563.02
MuonArchitecture=LSTM2026.0563.02
SoftSignumArchitecture=LSTM2026.0561.36
HardSwitchSignArchitecture=LSTM2026.0560.4
AdamWArchitecture=LSTM2026.0560.07
SignumArchitecture=LSTM2026.0559.71
SoftMuonArchitecture=Transformer2026.0557.84
MuonArchitecture=Transformer2026.0557.36
SoftSignumArchitecture=Transformer2026.0557.05
AdamWArchitecture=Transformer2026.0556.91
HardSwitchSignArchitecture=Transformer2026.0556.17
SignumArchitecture=Transformer2026.0556.17
SGD + LinearLRArchitecture=Transformer2026.0549.22
SGDArchitecture=Transformer2026.0548.96
SGDArchitecture=LSTM2026.0531.4
SGD + LinearLRArchitecture=LSTM2026.0527.89