Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
Not assessedPlan blockedMeasurementclaim_t8_dpo_7b_rkd

Downstream task evaluation after post-training stage DPO for 7b_rkd.

Source: source_paper:Table 8, Page 33, After DPO

Reported and observed measurements

downstream_accuracy

t8_dpo_7b_rkd_gsm8k

Reported 64.5 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_rkd_gsm_s

Reported 40 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_rkd_gsmplus

Reported 36.4 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_rkd_bbh

Reported 34.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_rkd_drop

Reported 40.5 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_rkd_math

Reported 10 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_rkd_tqa

Reported 52.8 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_rkd_nq

Reported 22.3 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_rkd_sqa

Reported 7.8 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_rkd_mmlu

Reported 48.8 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_rkd_mmlu_p

Reported 17.3 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_rkd_arc_c

Reported 57.4 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_rkd_obqa

Reported 55 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_rkd_wino

Reported 52.5 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_rkd_agi

Reported 38.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_rkd_ife

Reported 64.1 percentage_points

Observed — percentage_points

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