Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
Not assessedPlan blockedMeasurementclaim_t8_sft_13b_rkd

Downstream task evaluation after post-training stage SFT for 13b_rkd.

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

Reported and observed measurements

downstream_accuracy

t8_sft_13b_rkd_gsm8k

Reported 56.8 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_rkd_gsm_s

Reported 36.7 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_rkd_gsmplus

Reported 31.3 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_rkd_bbh

Reported 32.1 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_rkd_drop

Reported 38.9 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_rkd_math

Reported 11.6 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_rkd_tqa

Reported 55.4 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_rkd_nq

Reported 23.8 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_rkd_sqa

Reported 8 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_rkd_mmlu

Reported 47.3 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_rkd_mmlu_p

Reported 17.3 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_rkd_arc_c

Reported 57.8 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_rkd_obqa

Reported 57.4 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_rkd_wino

Reported 52.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_rkd_agi

Reported 38.1 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_rkd_ife

Reported 43.6 percentage_points

Observed — percentage_points

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