ResearchBenchmarksQuestion Answering on BoolQ (Wall-clock time)Follow3.54Wall-clock Time (hours)ZO-MOPI3.06046.29779.53512.7723May 9, 2026Evaluation ResultsMethodMethodLinksWall-clock Time (hours)ZO-MOPIModel=LLaMA3-8BModel=LLaMA3-8B2026.053.54ZO-MuonModel=LLaMA3-8BModel=LLaMA3-8B2026.054.08MeZOModel=LLaMA3-8BModel=LLaMA3-8B2026.058.56ZO-MOPIModel=OPT-13BModel=OPT-13B2026.0510.34LOZOModel=LLaMA3-8BModel=LLaMA3-8B2026.0510.45ZO-MuonModel=OPT-13BModel=OPT-13B2026.0514.59LOZOModel=OPT-13BModel=OPT-13B2026.0515.53