ResearchBenchmarksBudgeted subset selection on Alpaca 15% retention (train)Budgeted subset selection on Alpaca 15% retention (train)Follow134.25Total SumRandom133.2514139.99195146.7325153.47305Feb 3, 2026Evaluation resultsMethodMethodLinksTotal SumDeltaRandomModel=Gemma, Retention...Model=Gemma, Retention Budget=15%2026.02134.250RandomModel=Llama, Retention...Model=Llama, Retention Budget=15%2026.02141.8250TSS++Model=Llama, Retention...Model=Llama, Retention Budget=15%2026.02144.6032.778RandomModel=Qwen, Retention...Model=Qwen, Retention Budget=15%2026.02158.580IFDModel=Qwen, Retention...Model=Qwen, Retention Budget=15%2026.02159.2150.635