Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
尚未评估计划受阻指标结果claim_t2_ntp_shared

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

来源:source_paper:Table 2, Page 9

报告指标与观测值

downstream_accuracy

t2_ntp_shared_gsm8k

论文报告 67 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_ntp_shared_gsm_s

论文报告 46.8 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_ntp_shared_gsmplus

论文报告 40.6 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_ntp_shared_bbh

论文报告 31.1 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_ntp_shared_drop

论文报告 32.7 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_ntp_shared_math

论文报告 12.6 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_ntp_shared_tqa

论文报告 53.3 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_ntp_shared_nq

论文报告 21.6 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_ntp_shared_sqa

论文报告 7.5 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_ntp_shared_mmlu

论文报告 32.3 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_ntp_shared_mmlu_p

论文报告 16.6 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_ntp_shared_arc_c

论文报告 52.4 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_ntp_shared_obqa

论文报告 52.4 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_ntp_shared_wino

论文报告 51.4 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_ntp_shared_agi

论文报告 32.3 percentage_points

实际观测 — percentage_points

downstream_accuracy

t2_ntp_shared_ife

论文报告 62.1 percentage_points

实际观测 — percentage_points

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