Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
尚未评估计划受阻指标结果claim_t1_13b_rkd

Reverse KL Distillation (RKD, alpha=0.5) downstream evaluation performance after mid-training with OLMo-2 13B Instruct teacher.

来源:source_paper:Table 1, Page 9

报告指标与观测值

downstream_accuracy

t1_13b_rkd_gsm8k

论文报告 59.2 percentage_points

实际观测 — percentage_points

downstream_accuracy

t1_13b_rkd_gsm_s

论文报告 48.7 percentage_points

实际观测 — percentage_points

downstream_accuracy

t1_13b_rkd_gsmplus

论文报告 37.4 percentage_points

实际观测 — percentage_points

downstream_accuracy

t1_13b_rkd_bbh

论文报告 31.4 percentage_points

实际观测 — percentage_points

downstream_accuracy

t1_13b_rkd_drop

论文报告 37.3 percentage_points

实际观测 — percentage_points

downstream_accuracy

t1_13b_rkd_math

论文报告 8 percentage_points

实际观测 — percentage_points

downstream_accuracy

t1_13b_rkd_tqa

论文报告 53.4 percentage_points

实际观测 — percentage_points

downstream_accuracy

t1_13b_rkd_nq

论文报告 24 percentage_points

实际观测 — percentage_points

downstream_accuracy

t1_13b_rkd_sqa

论文报告 8.5 percentage_points

实际观测 — percentage_points

downstream_accuracy

t1_13b_rkd_mmlu

论文报告 48.4 percentage_points

实际观测 — percentage_points

downstream_accuracy

t1_13b_rkd_mmlu_p

论文报告 17.3 percentage_points

实际观测 — percentage_points

downstream_accuracy

t1_13b_rkd_arc_c

论文报告 57.8 percentage_points

实际观测 — percentage_points

downstream_accuracy

t1_13b_rkd_obqa

论文报告 60 percentage_points

实际观测 — percentage_points

downstream_accuracy

t1_13b_rkd_wino

论文报告 51 percentage_points

实际观测 — percentage_points

downstream_accuracy

t1_13b_rkd_agi

论文报告 38.3 percentage_points

实际观测 — percentage_points

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