Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
尚未评估计划受阻指标结果claim_t4_13b_q30

Downstream task performance and group macro-averages for Switch Distillation under routing threshold sweep 13b_q30.

来源:source_paper:Table 4, Page 21

报告指标与观测值

downstream_accuracy

t4_13b_q30_gsm8k

论文报告 66 percentage_points

实际观测 — percentage_points

downstream_accuracy

t4_13b_q30_gsm_s

论文报告 53.1 percentage_points

实际观测 — percentage_points

downstream_accuracy

t4_13b_q30_gsmplus

论文报告 42.9 percentage_points

实际观测 — percentage_points

downstream_accuracy

t4_13b_q30_bbh

论文报告 32.5 percentage_points

实际观测 — percentage_points

downstream_accuracy

t4_13b_q30_drop

论文报告 44.4 percentage_points

实际观测 — percentage_points

downstream_accuracy

t4_13b_q30_math

论文报告 11 percentage_points

实际观测 — percentage_points

downstream_accuracy

t4_13b_q30_avg_reasoning

论文报告 41.6 percentage_points

实际观测 — percentage_points

downstream_accuracy

t4_13b_q30_tqa

论文报告 54.2 percentage_points

实际观测 — percentage_points

downstream_accuracy

t4_13b_q30_nq

论文报告 24.7 percentage_points

实际观测 — percentage_points

downstream_accuracy

t4_13b_q30_sqa

论文报告 8.6 percentage_points

实际观测 — percentage_points

downstream_accuracy

t4_13b_q30_avg_factual

论文报告 29.2 percentage_points

实际观测 — percentage_points

downstream_accuracy

t4_13b_q30_mmlu

论文报告 49 percentage_points

实际观测 — percentage_points

downstream_accuracy

t4_13b_q30_mmlu_p

论文报告 18.4 percentage_points

实际观测 — percentage_points

downstream_accuracy

t4_13b_q30_arc_c

论文报告 60.9 percentage_points

实际观测 — percentage_points

downstream_accuracy

t4_13b_q30_obqa

论文报告 63.6 percentage_points

实际观测 — percentage_points

downstream_accuracy

t4_13b_q30_wino

论文报告 52.9 percentage_points

实际观测 — percentage_points

downstream_accuracy

t4_13b_q30_agi

论文报告 38.7 percentage_points

实际观测 — percentage_points

downstream_accuracy

t4_13b_q30_avg_knowledge

论文报告 47.2 percentage_points

实际观测 — percentage_points

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