Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
Not assessedPlan blockedMeasurementclaim_t8_sft_7b_rkd

Downstream task evaluation after post-training stage SFT for 7b_rkd.

Source: source_paper:Table 8, Page 33, After SFT

Reported and observed measurements

downstream_accuracy

t8_sft_7b_rkd_gsm8k

Reported 57.7 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_7b_rkd_gsm_s

Reported 35.5 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_7b_rkd_gsmplus

Reported 32 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_7b_rkd_bbh

Reported 32.1 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_7b_rkd_drop

Reported 39.9 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_7b_rkd_math

Reported 11.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_7b_rkd_tqa

Reported 53.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_7b_rkd_nq

Reported 22.4 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_7b_rkd_sqa

Reported 8.4 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_7b_rkd_mmlu

Reported 48.9 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_7b_rkd_mmlu_p

Reported 18.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_7b_rkd_arc_c

Reported 60.9 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_7b_rkd_obqa

Reported 60.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_7b_rkd_wino

Reported 52.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_7b_rkd_agi

Reported 39.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_7b_rkd_ife

Reported 45.8 percentage_points

Observed — percentage_points

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