Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
Not assessedPlan blockedMeasurementclaim_t2_7b_sd

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

Source: source_paper:Table 2, Page 9

Reported and observed measurements

downstream_accuracy

t2_7b_sd_gsm8k

Reported 79.8 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_sd_gsm_s

Reported 65 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_sd_gsmplus

Reported 52.7 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_sd_bbh

Reported 35.6 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_sd_drop

Reported 48.2 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_sd_math

Reported 22.4 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_sd_tqa

Reported 53.6 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_sd_nq

Reported 22.7 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_sd_sqa

Reported 8.2 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_sd_mmlu

Reported 48.1 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_sd_mmlu_p

Reported 19.8 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_sd_arc_c

Reported 62.6 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_sd_obqa

Reported 59.4 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_sd_wino

Reported 54.6 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_sd_agi

Reported 39.6 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_sd_ife

Reported 69.5 percentage_points

Observed — percentage_points

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