Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
尚未评估计划受阻指标结果claim_t2_13b_fkd

Full downstream results after standard 4-stage post-training pipeline (SFT, DPO, RLVR1, RLVR2) for 13B FKD post-training performance.

来源:source_paper:Table 2, Page 9

报告指标与观测值

downstream_accuracy

t2_13b_fkd_gsm8k

论文报告 72.1 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_13b_fkd_gsm_s

论文报告 54.3 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_13b_fkd_gsmplus

论文报告 46.5 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_13b_fkd_bbh

论文报告 31.4 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_13b_fkd_drop

论文报告 35.7 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_13b_fkd_math

论文报告 14.6 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_13b_fkd_tqa

论文报告 54.1 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_13b_fkd_nq

论文报告 23.2 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_13b_fkd_sqa

论文报告 8 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_13b_fkd_mmlu

论文报告 36.1 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_13b_fkd_mmlu_p

论文报告 18.1 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_13b_fkd_arc_c

论文报告 55 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_13b_fkd_obqa

论文报告 56.4 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_13b_fkd_wino

论文报告 51.2 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_13b_fkd_agi

论文报告 35.9 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_13b_fkd_ife

论文报告 64.9 percentage_points

实际观测 — percentage_points

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