Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
Not assessedPlan blockedMeasurementclaim_t2_ntp_shared

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

Source: source_paper:Table 2, Page 9

Reported and observed measurements

downstream_accuracy

t2_ntp_shared_gsm8k

Reported 67 percentage_points

Observed — percentage_points

downstream_accuracy

t2_ntp_shared_gsm_s

Reported 46.8 percentage_points

Observed — percentage_points

downstream_accuracy

t2_ntp_shared_gsmplus

Reported 40.6 percentage_points

Observed — percentage_points

downstream_accuracy

t2_ntp_shared_bbh

Reported 31.1 percentage_points

Observed — percentage_points

downstream_accuracy

t2_ntp_shared_drop

Reported 32.7 percentage_points

Observed — percentage_points

downstream_accuracy

t2_ntp_shared_math

Reported 12.6 percentage_points

Observed — percentage_points

downstream_accuracy

t2_ntp_shared_tqa

Reported 53.3 percentage_points

Observed — percentage_points

downstream_accuracy

t2_ntp_shared_nq

Reported 21.6 percentage_points

Observed — percentage_points

downstream_accuracy

t2_ntp_shared_sqa

Reported 7.5 percentage_points

Observed — percentage_points

downstream_accuracy

t2_ntp_shared_mmlu

Reported 32.3 percentage_points

Observed — percentage_points

downstream_accuracy

t2_ntp_shared_mmlu_p

Reported 16.6 percentage_points

Observed — percentage_points

downstream_accuracy

t2_ntp_shared_arc_c

Reported 52.4 percentage_points

Observed — percentage_points

downstream_accuracy

t2_ntp_shared_obqa

Reported 52.4 percentage_points

Observed — percentage_points

downstream_accuracy

t2_ntp_shared_wino

Reported 51.4 percentage_points

Observed — percentage_points

downstream_accuracy

t2_ntp_shared_agi

Reported 32.3 percentage_points

Observed — percentage_points

downstream_accuracy

t2_ntp_shared_ife

Reported 62.1 percentage_points

Observed — percentage_points

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