Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
Not assessedPlan blockedMeasurementclaim_t8_dpo_13b_rkd

Downstream task evaluation after post-training stage DPO for 13b_rkd.

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

Reported and observed measurements

downstream_accuracy

t8_dpo_13b_rkd_gsm8k

Reported 65.6 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_rkd_gsm_s

Reported 41.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_rkd_gsmplus

Reported 35 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_rkd_bbh

Reported 33.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_rkd_drop

Reported 39.9 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_rkd_math

Reported 7.4 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_rkd_tqa

Reported 53.5 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_rkd_nq

Reported 23.7 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_rkd_sqa

Reported 7.9 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_rkd_mmlu

Reported 47.8 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_rkd_mmlu_p

Reported 17.9 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_rkd_arc_c

Reported 57.1 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_rkd_obqa

Reported 56.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_rkd_wino

Reported 51.9 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_rkd_agi

Reported 38.5 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_rkd_ife

Reported 64.5 percentage_points

Observed — percentage_points

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