Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
Not assessedPlan blockedMeasurementclaim_t8_dpo_7b_trkd

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

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

Reported and observed measurements

downstream_accuracy

t8_dpo_7b_trkd_gsm8k

Reported 57.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_trkd_gsm_s

Reported 34.9 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_trkd_gsmplus

Reported 32.3 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_trkd_bbh

Reported 32.4 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_trkd_drop

Reported 36.6 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_trkd_math

Reported 7.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_trkd_tqa

Reported 53.1 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_trkd_nq

Reported 23.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_trkd_sqa

Reported 7.9 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_trkd_mmlu

Reported 47 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_trkd_mmlu_p

Reported 17.9 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_trkd_arc_c

Reported 56.7 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_trkd_obqa

Reported 57.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_trkd_wino

Reported 51.9 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_trkd_agi

Reported 37.5 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_trkd_ife

Reported 62.5 percentage_points

Observed — percentage_points

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