Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
尚未评估计划受阻指标结果claim_t2_7b_rkd

Full downstream results after standard 4-stage post-training pipeline (SFT, DPO, RLVR1, RLVR2) for 7B RKD post-training performance.

来源:source_paper:Table 2, Page 9

报告指标与观测值

downstream_accuracy

t2_7b_rkd_gsm8k

论文报告 73.8 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_rkd_gsm_s

论文报告 53.4 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_rkd_gsmplus

论文报告 49.5 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_rkd_bbh

论文报告 31.6 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_rkd_drop

论文报告 40.5 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_rkd_math

论文报告 17.6 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_rkd_tqa

论文报告 51.8 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_rkd_nq

论文报告 21.9 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_rkd_sqa

论文报告 7.9 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_rkd_mmlu

论文报告 46.2 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_rkd_mmlu_p

论文报告 18 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_rkd_arc_c

论文报告 61.1 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_rkd_obqa

论文报告 53 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_rkd_wino

论文报告 51.2 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_rkd_agi

论文报告 37.1 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_rkd_ife

论文报告 61.6 percentage_points

实际观测 — percentage_points

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