ResearchBenchmarksLanguage Modeling on WikiText 50 (test)Language Modeling on WikiText 50 (test)Follow0.96Normalized EnergyeMEMs0.94441.04971.1551.2603Jan 21, 2026Evaluation resultsMethodMethodLinksNormalized EnergyNormalized LatencyNormalized CapacityPPLeMEMsConfiguration=with MRA...Configuration=with MRAM, Model=Hymba-1.5B2026.010.961.91.8220.93QMCModel=Hymba-1.5BModel=Hymba-1.5B2026.0111112.77eMEMsConfiguration=with MLC...Configuration=with MLC ReRAM, Model=Hymba-1.5B2026.011.351.90.6124.71