Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
Not assessedPlan blockedMeasurementclaim_t2_7b_fkd

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

Source: source_paper:Table 2, Page 9

Reported and observed measurements

downstream_accuracy

t2_7b_fkd_gsm8k

Reported 76.2 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_fkd_gsm_s

Reported 56.4 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_fkd_gsmplus

Reported 51.6 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_fkd_bbh

Reported 33.8 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_fkd_drop

Reported 38.4 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_fkd_math

Reported 18 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_fkd_tqa

Reported 51.9 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_fkd_nq

Reported 22.2 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_fkd_sqa

Reported 8.1 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_fkd_mmlu

Reported 42.2 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_fkd_mmlu_p

Reported 18.6 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_fkd_arc_c

Reported 60.2 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_fkd_obqa

Reported 57.4 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_fkd_wino

Reported 51.5 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_fkd_agi

Reported 38 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_fkd_ife

Reported 64.7 percentage_points

Observed — percentage_points

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