Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
尚未评估计划受阻指标结果claim_t8_sft_13b_trkd

Downstream task evaluation after post-training stage SFT for 13b_trkd.

来源:source_paper:Table 8, Page 33, After SFT

报告指标与观测值

downstream_accuracy

t8_sft_13b_trkd_gsm8k

论文报告 49 percentage_points

实际观测 — percentage_points

downstream_accuracy

t8_sft_13b_trkd_gsm_s

论文报告 29.8 percentage_points

实际观测 — percentage_points

downstream_accuracy

t8_sft_13b_trkd_gsmplus

论文报告 25.4 percentage_points

实际观测 — percentage_points

downstream_accuracy

t8_sft_13b_trkd_bbh

论文报告 31.6 percentage_points

实际观测 — percentage_points

downstream_accuracy

t8_sft_13b_trkd_drop

论文报告 35.2 percentage_points

实际观测 — percentage_points

downstream_accuracy

t8_sft_13b_trkd_math

论文报告 7.6 percentage_points

实际观测 — percentage_points

downstream_accuracy

t8_sft_13b_trkd_tqa

论文报告 55.4 percentage_points

实际观测 — percentage_points

downstream_accuracy

t8_sft_13b_trkd_nq

论文报告 23.6 percentage_points

实际观测 — percentage_points

downstream_accuracy

t8_sft_13b_trkd_sqa

论文报告 8.8 percentage_points

实际观测 — percentage_points

downstream_accuracy

t8_sft_13b_trkd_mmlu

论文报告 43.8 percentage_points

实际观测 — percentage_points

downstream_accuracy

t8_sft_13b_trkd_mmlu_p

论文报告 16.7 percentage_points

实际观测 — percentage_points

downstream_accuracy

t8_sft_13b_trkd_arc_c

论文报告 53.8 percentage_points

实际观测 — percentage_points

downstream_accuracy

t8_sft_13b_trkd_obqa

论文报告 55 percentage_points

实际观测 — percentage_points

downstream_accuracy

t8_sft_13b_trkd_wino

论文报告 51.3 percentage_points

实际观测 — percentage_points

downstream_accuracy

t8_sft_13b_trkd_agi

论文报告 36.2 percentage_points

实际观测 — percentage_points

downstream_accuracy

t8_sft_13b_trkd_ife

论文报告 43.4 percentage_points

实际观测 — percentage_points

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