Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
Not assessedPlan blockedMeasurementclaim_t8_sft_13b_fkd

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

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

Reported and observed measurements

downstream_accuracy

t8_sft_13b_fkd_gsm8k

Reported 54.1 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_fkd_gsm_s

Reported 32.5 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_fkd_gsmplus

Reported 28 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_fkd_bbh

Reported 31.8 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_fkd_drop

Reported 36.3 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_fkd_math

Reported 7.6 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_fkd_tqa

Reported 54.9 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_fkd_nq

Reported 23.5 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_fkd_sqa

Reported 7.9 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_fkd_mmlu

Reported 45.9 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_fkd_mmlu_p

Reported 17.1 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_fkd_arc_c

Reported 55.6 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_fkd_obqa

Reported 57.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_fkd_wino

Reported 51.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_fkd_agi

Reported 37.1 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_fkd_ife

Reported 44.2 percentage_points

Observed — percentage_points

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