Switch Distillation (SD, q=20%, tau=2) downstream evaluation performance after mid-training with OLMo-2 7B Instruct teacher, demonstrating substantial gains on reasoning while maintaining factual recall.
Source: source_paper:Table 1, Page 9
Reported and observed measurements
downstream_accuracy
t1_7b_sd_gsm8k
Reported 69.7 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_sd_gsm_s
Reported 55.3 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_sd_gsmplus
Reported 46.1 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_sd_bbh
Reported 32.8 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_sd_drop
Reported 49.6 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_sd_math
Reported 14.8 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_sd_tqa
Reported 54.9 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_sd_nq
Reported 24.6 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_sd_sqa
Reported 8.4 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_sd_mmlu
Reported 51.6 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_sd_mmlu_p
Reported 19.8 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_sd_arc_c
Reported 64.7 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_sd_obqa
Reported 64.2 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_sd_wino
Reported 53.8 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_sd_agi
Reported 41.5 percentage_points
Observed — percentage_points
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