Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
Not assessedPlan blockedMeasurementclaim_t8_dpo_13b_trkd

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

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

Reported and observed measurements

downstream_accuracy

t8_dpo_13b_trkd_gsm8k

Reported 53.1 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_trkd_gsm_s

Reported 34.9 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_trkd_gsmplus

Reported 30.7 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_trkd_bbh

Reported 32.9 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_trkd_drop

Reported 35.3 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_trkd_math

Reported 6.8 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_trkd_tqa

Reported 54.9 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_trkd_nq

Reported 22.4 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_trkd_sqa

Reported 8.5 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_trkd_mmlu

Reported 43.4 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_trkd_mmlu_p

Reported 16.5 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_trkd_arc_c

Reported 53.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_trkd_obqa

Reported 56 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_trkd_wino

Reported 52 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_trkd_agi

Reported 35.3 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_trkd_ife

Reported 61.7 percentage_points

Observed — percentage_points

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