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_sd

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

来源:source_paper:Table 2, Page 9

报告指标与观测值

downstream_accuracy

t2_7b_sd_gsm8k

论文报告 79.8 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_sd_gsm_s

论文报告 65 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_sd_gsmplus

论文报告 52.7 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_sd_bbh

论文报告 35.6 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_sd_drop

论文报告 48.2 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_sd_math

论文报告 22.4 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_sd_tqa

论文报告 53.6 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_sd_nq

论文报告 22.7 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_sd_sqa

论文报告 8.2 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_sd_mmlu

论文报告 48.1 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_sd_mmlu_p

论文报告 19.8 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_sd_arc_c

论文报告 62.6 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_sd_obqa

论文报告 59.4 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_sd_wino

论文报告 54.6 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_sd_agi

论文报告 39.6 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_7b_sd_ife

论文报告 69.5 percentage_points

实际观测 — percentage_points

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