Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
Not assessedPlan blockedMeasurementclaim_t8_dpo_13b_fkd

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

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

Reported and observed measurements

downstream_accuracy

t8_dpo_13b_fkd_gsm8k

Reported 61 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_fkd_gsm_s

Reported 34.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_fkd_gsmplus

Reported 31.7 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_fkd_bbh

Reported 33.4 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_fkd_drop

Reported 36.9 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_fkd_math

Reported 8.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_fkd_tqa

Reported 54.6 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_fkd_nq

Reported 23.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_fkd_sqa

Reported 7.7 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_fkd_mmlu

Reported 45.9 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_fkd_mmlu_p

Reported 17.4 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_fkd_arc_c

Reported 53.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_fkd_obqa

Reported 57.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_fkd_wino

Reported 52.3 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_fkd_agi

Reported 37.4 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_13b_fkd_ife

Reported 64.7 percentage_points

Observed — percentage_points

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