Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
Not assessedPlan blockedMeasurementclaim_t2_7b_trkd

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

Source: source_paper:Table 2, Page 9

Reported and observed measurements

downstream_accuracy

t2_7b_trkd_gsm8k

Reported 70.7 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_trkd_gsm_s

Reported 52.9 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_trkd_gsmplus

Reported 46.3 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_trkd_bbh

Reported 31.8 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_trkd_drop

Reported 36.8 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_trkd_math

Reported 14.4 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_trkd_tqa

Reported 51.7 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_trkd_nq

Reported 22.3 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_trkd_sqa

Reported 8 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_trkd_mmlu

Reported 40.9 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_trkd_mmlu_p

Reported 17.4 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_trkd_arc_c

Reported 59 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_trkd_obqa

Reported 53.6 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_trkd_wino

Reported 51.5 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_trkd_agi

Reported 35.6 percentage_points

Observed — percentage_points

downstream_accuracy

t2_7b_trkd_ife

Reported 65.2 percentage_points

Observed — percentage_points

Assessments (0)

No immutable Assessment has been published for this Claim yet.

Runs (0)

No execution has been linked to this Claim yet.