Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
Not assessedPlan blockedMeasurementclaim_t9_sd_fkl

Per-task downstream accuracy for mid-training ablation sd_fkl using OLMo-2 7B Instruct teacher.

Source: source_paper:Table 9, Page 33

Reported and observed measurements

downstream_accuracy

t9_sd_fkl_gsm8k

Reported 66.7 percentage_points

Observed — percentage_points

downstream_accuracy

t9_sd_fkl_gsm_s

Reported 52 percentage_points

Observed — percentage_points

downstream_accuracy

t9_sd_fkl_gsmplus

Reported 43.7 percentage_points

Observed — percentage_points

downstream_accuracy

t9_sd_fkl_bbh

Reported 31.2 percentage_points

Observed — percentage_points

downstream_accuracy

t9_sd_fkl_drop

Reported 46.4 percentage_points

Observed — percentage_points

downstream_accuracy

t9_sd_fkl_math

Reported 11 percentage_points

Observed — percentage_points

downstream_accuracy

t9_sd_fkl_tqa

Reported 54.8 percentage_points

Observed — percentage_points

downstream_accuracy

t9_sd_fkl_nq

Reported 24.3 percentage_points

Observed — percentage_points

downstream_accuracy

t9_sd_fkl_sqa

Reported 8.2 percentage_points

Observed — percentage_points

downstream_accuracy

t9_sd_fkl_mmlu

Reported 50.5 percentage_points

Observed — percentage_points

downstream_accuracy

t9_sd_fkl_mmlu_p

Reported 19.1 percentage_points

Observed — percentage_points

downstream_accuracy

t9_sd_fkl_arc_c

Reported 63.7 percentage_points

Observed — percentage_points

downstream_accuracy

t9_sd_fkl_obqa

Reported 62.6 percentage_points

Observed — percentage_points

downstream_accuracy

t9_sd_fkl_wino

Reported 52.2 percentage_points

Observed — percentage_points

downstream_accuracy

t9_sd_fkl_agi

Reported 39.6 percentage_points

Observed — percentage_points

Assessments (0)

No immutable Assessment has been published for this Claim yet.

Runs (0)

No execution has been linked to this Claim yet.