Token-Routing Knowledge Distillation (TRKD) downstream evaluation performance after mid-training with OLMo-2 7B Instruct teacher.
Source: source_paper:Table 1, Page 9
Reported and observed measurements
downstream_accuracy
t1_7b_trkd_gsm8k
Reported 52.5 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_trkd_gsm_s
Reported 36.9 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_trkd_gsmplus
Reported 31 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_trkd_bbh
Reported 30.3 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_trkd_drop
Reported 36.8 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_trkd_math
Reported 5.6 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_trkd_tqa
Reported 54 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_trkd_nq
Reported 24.1 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_trkd_sqa
Reported 7.8 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_trkd_mmlu
Reported 47.9 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_trkd_mmlu_p
Reported 17.4 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_trkd_arc_c
Reported 58.9 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_trkd_obqa
Reported 60 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_trkd_wino
Reported 51.2 percentage_points
Observed — percentage_points
downstream_accuracy
t1_7b_trkd_agi
Reported 37.5 percentage_points
Observed — percentage_points
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