Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
Not assessedPlan blockedMeasurementclaim_t9_teacher_correct

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

Source: source_paper:Table 9, Page 33

Reported and observed measurements

downstream_accuracy

t9_teacher_correct_gsm8k

Reported 63.8 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_correct_gsm_s

Reported 49.5 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_correct_gsmplus

Reported 41.7 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_correct_bbh

Reported 31.8 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_correct_drop

Reported 45.2 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_correct_math

Reported 9.8 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_correct_tqa

Reported 44.5 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_correct_nq

Reported 19.4 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_correct_sqa

Reported 8.7 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_correct_mmlu

Reported 50.6 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_correct_mmlu_p

Reported 19.3 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_correct_arc_c

Reported 63.2 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_correct_obqa

Reported 64.6 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_correct_wino

Reported 52 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_correct_agi

Reported 39.9 percentage_points

Observed — percentage_points

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