Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
Not assessedPlan blockedMeasurementclaim_t9_teacher_top1

Per-task downstream accuracy for mid-training ablation teacher_top1 using OLMo-2 7B Instruct teacher.

Source: source_paper:Table 9, Page 33

Reported and observed measurements

downstream_accuracy

t9_teacher_top1_gsm8k

Reported 62.2 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_top1_gsm_s

Reported 46 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_top1_gsmplus

Reported 40.1 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_top1_bbh

Reported 30.7 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_top1_drop

Reported 42.1 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_top1_math

Reported 8.8 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_top1_tqa

Reported 57.9 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_top1_nq

Reported 24.7 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_top1_sqa

Reported 9.3 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_top1_mmlu

Reported 48.8 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_top1_mmlu_p

Reported 18 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_top1_arc_c

Reported 59.8 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_top1_obqa

Reported 62 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_top1_wino

Reported 51 percentage_points

Observed — percentage_points

downstream_accuracy

t9_teacher_top1_agi

Reported 39.2 percentage_points

Observed — percentage_points

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