Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
Not assessedPlan blockedMeasurementclaim_t8_sft_ntp_shared

Downstream task evaluation after post-training stage SFT for ntp_shared.

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

Reported and observed measurements

downstream_accuracy

t8_sft_ntp_shared_gsm8k

Reported 45.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_ntp_shared_gsm_s

Reported 28.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_ntp_shared_gsmplus

Reported 23.3 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_ntp_shared_bbh

Reported 30.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_ntp_shared_drop

Reported 33.8 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_ntp_shared_math

Reported 6.8 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_ntp_shared_tqa

Reported 56.3 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_ntp_shared_nq

Reported 21.7 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_ntp_shared_sqa

Reported 8.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_ntp_shared_mmlu

Reported 39.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_ntp_shared_mmlu_p

Reported 16.3 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_ntp_shared_arc_c

Reported 51.1 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_ntp_shared_obqa

Reported 51.4 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_ntp_shared_wino

Reported 51.5 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_ntp_shared_agi

Reported 33.2 percentage_points

Observed — percentage_points

downstream_accuracy

t8_sft_ntp_shared_ife

Reported 45.8 percentage_points

Observed — percentage_points

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