Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
Not assessedPlan blockedMeasurementclaim_t9_oracle_domain

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

Source: source_paper:Table 9, Page 33

Reported and observed measurements

downstream_accuracy

t9_oracle_domain_gsm8k

Reported 61 percentage_points

Observed — percentage_points

downstream_accuracy

t9_oracle_domain_gsm_s

Reported 45.6 percentage_points

Observed — percentage_points

downstream_accuracy

t9_oracle_domain_gsmplus

Reported 38.5 percentage_points

Observed — percentage_points

downstream_accuracy

t9_oracle_domain_bbh

Reported 31.6 percentage_points

Observed — percentage_points

downstream_accuracy

t9_oracle_domain_drop

Reported 40.1 percentage_points

Observed — percentage_points

downstream_accuracy

t9_oracle_domain_math

Reported 8 percentage_points

Observed — percentage_points

downstream_accuracy

t9_oracle_domain_tqa

Reported 53 percentage_points

Observed — percentage_points

downstream_accuracy

t9_oracle_domain_nq

Reported 22.6 percentage_points

Observed — percentage_points

downstream_accuracy

t9_oracle_domain_sqa

Reported 8.3 percentage_points

Observed — percentage_points

downstream_accuracy

t9_oracle_domain_mmlu

Reported 49.4 percentage_points

Observed — percentage_points

downstream_accuracy

t9_oracle_domain_mmlu_p

Reported 18.8 percentage_points

Observed — percentage_points

downstream_accuracy

t9_oracle_domain_arc_c

Reported 61.1 percentage_points

Observed — percentage_points

downstream_accuracy

t9_oracle_domain_obqa

Reported 61.4 percentage_points

Observed — percentage_points

downstream_accuracy

t9_oracle_domain_wino

Reported 52.6 percentage_points

Observed — percentage_points

downstream_accuracy

t9_oracle_domain_agi

Reported 38.9 percentage_points

Observed — percentage_points

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