Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
Not assessedPlan blockedMeasurementclaim_t9_always_ce

Per-task downstream accuracy for mid-training ablation always_ce using OLMo-2 7B Instruct teacher.

Source: source_paper:Table 9, Page 33

Reported and observed measurements

downstream_accuracy

t9_always_ce_gsm8k

Reported 69.1 percentage_points

Observed — percentage_points

downstream_accuracy

t9_always_ce_gsm_s

Reported 55.2 percentage_points

Observed — percentage_points

downstream_accuracy

t9_always_ce_gsmplus

Reported 46.5 percentage_points

Observed — percentage_points

downstream_accuracy

t9_always_ce_bbh

Reported 33.3 percentage_points

Observed — percentage_points

downstream_accuracy

t9_always_ce_drop

Reported 50.1 percentage_points

Observed — percentage_points

downstream_accuracy

t9_always_ce_math

Reported 12 percentage_points

Observed — percentage_points

downstream_accuracy

t9_always_ce_tqa

Reported 54.3 percentage_points

Observed — percentage_points

downstream_accuracy

t9_always_ce_nq

Reported 24.5 percentage_points

Observed — percentage_points

downstream_accuracy

t9_always_ce_sqa

Reported 9.4 percentage_points

Observed — percentage_points

downstream_accuracy

t9_always_ce_mmlu

Reported 51.1 percentage_points

Observed — percentage_points

downstream_accuracy

t9_always_ce_mmlu_p

Reported 19.9 percentage_points

Observed — percentage_points

downstream_accuracy

t9_always_ce_arc_c

Reported 63.7 percentage_points

Observed — percentage_points

downstream_accuracy

t9_always_ce_obqa

Reported 63.6 percentage_points

Observed — percentage_points

downstream_accuracy

t9_always_ce_wino

Reported 52.7 percentage_points

Observed — percentage_points

downstream_accuracy

t9_always_ce_agi

Reported 41.1 percentage_points

Observed — percentage_points

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