Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
Not assessedPlan blockedMeasurementclaim_t8_sft_13b_sd

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

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

Reported and observed measurements

downstream_accuracy

t8_sft_13b_sd_gsm8k

Reported 62.7 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_sd_gsm_s

Reported 42.5 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_sd_gsmplus

Reported 34.8 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_sd_bbh

Reported 31.6 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_sd_drop

Reported 43.5 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_sd_math

Reported 10.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_sd_tqa

Reported 54.9 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_sd_nq

Reported 24.1 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_sd_sqa

Reported 8.5 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_sd_mmlu

Reported 48 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_sd_mmlu_p

Reported 17.7 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_sd_arc_c

Reported 55.1 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_sd_obqa

Reported 59.4 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_sd_wino

Reported 52.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_sd_agi

Reported 38 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_13b_sd_ife

Reported 43.1 percentage_points

Observed — percentage_points

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