Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
Not assessedPlan blockedMeasurementclaim_t8_dpo_7b_sd

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

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

Reported and observed measurements

downstream_accuracy

t8_dpo_7b_sd_gsm8k

Reported 70.9 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_sd_gsm_s

Reported 50.8 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_sd_gsmplus

Reported 44.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_sd_bbh

Reported 35.5 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_sd_drop

Reported 49 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_sd_math

Reported 15 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_sd_tqa

Reported 54.7 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_sd_nq

Reported 23.6 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_sd_sqa

Reported 8.1 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_sd_mmlu

Reported 50 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_sd_mmlu_p

Reported 20.1 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_sd_arc_c

Reported 61.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_sd_obqa

Reported 61 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_sd_wino

Reported 55.5 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_sd_agi

Reported 40.9 percentage_points

Observed — percentage_points

downstream_accuracy

t8_dpo_7b_sd_ife

Reported 62.1 percentage_points

Observed — percentage_points

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