ResearchBenchmarksFew-shot Learning on LongBench Few-shot LearningFollow61.34AccuracyKiVi52.156854.540956.92559.3091Mar 25, 2025Evaluation ResultsMethodMethodLinksAccuracyKiViPrecision=4-bit, Backb...Precision=4-bit, Backbone=Llama3.1-8B2025.0361.34baselinePrecision=16-bit, Back...Precision=16-bit, Backbone=Llama3.1-8B2025.0361.22LogQuantPrecision=4-bit, Backb...Precision=4-bit, Backbone=Llama3.1-8B2025.0361.21LogQuantPrecision=2-bit, Backb...Precision=2-bit, Backbone=Llama3.1-8B2025.0356.43KiViPrecision=2-bit, Backb...Precision=2-bit, Backbone=Llama3.1-8B2025.0352.51