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Instruction Tuning Data Selection Efficiency research benchmarks · SOTA2 Research

Instruction Tuning Data Selection Efficiency

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Combined Instruction Tuning Pools (COT, Dolly, Flan, Oasst) Llama-3.2-3B

2Peak Storage (GB)

6

May 12, 2026

Instruction Tuning Datasets 270k examples (train)

1.5Warmup Time (h)

2

Feb 26, 2026

Popular datasets

Instruction Tuning Datasets Combined Instruction Tuning Pools

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