Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
Not assessedPlan blockedMeasurementclaim_t2_7b_rkd

Full downstream results after standard 4-stage post-training pipeline (SFT, DPO, RLVR1, RLVR2) for 7B RKD post-training performance.

Source: source_paper:Table 2, Page 9

Reported and observed measurements

downstream_accuracy

t2_7b_rkd_gsm8k

Reported 73.8 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_rkd_gsm_s

Reported 53.4 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_rkd_gsmplus

Reported 49.5 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_rkd_bbh

Reported 31.6 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_rkd_drop

Reported 40.5 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_rkd_math

Reported 17.6 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_rkd_tqa

Reported 51.8 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_rkd_nq

Reported 21.9 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_rkd_sqa

Reported 7.9 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_rkd_mmlu

Reported 46.2 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_rkd_mmlu_p

Reported 18 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_rkd_arc_c

Reported 61.1 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_rkd_obqa

Reported 53 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_rkd_wino

Reported 51.2 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_rkd_agi

Reported 37.1 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_rkd_ife

Reported 61.6 percentage_points

Observed — percentage_points

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