Token-Routing Knowledge Distillation (TRKD) downstream evaluation performance after mid-training with OLMo-2 13B Instruct teacher.
Source: source_paper:Table 1, Page 9
Reported and observed measurements
downstream_accuracy
t1_13b_trkd_gsm8k
Reported 47.8 percentage_points
Observed — percentage_points
downstream_accuracy
t1_13b_trkd_gsm_s
Reported 32.7 percentage_points
Observed — percentage_points
downstream_accuracy
t1_13b_trkd_gsmplus
Reported 28.4 percentage_points
Observed — percentage_points
downstream_accuracy
t1_13b_trkd_bbh
Reported 29.3 percentage_points
Observed — percentage_points
downstream_accuracy
t1_13b_trkd_drop
Reported 34 percentage_points
Observed — percentage_points
downstream_accuracy
t1_13b_trkd_math
Reported 5.6 percentage_points
Observed — percentage_points
downstream_accuracy
t1_13b_trkd_tqa
Reported 53.8 percentage_points
Observed — percentage_points
downstream_accuracy
t1_13b_trkd_nq
Reported 24.2 percentage_points
Observed — percentage_points
downstream_accuracy
t1_13b_trkd_sqa
Reported 8.3 percentage_points
Observed — percentage_points
downstream_accuracy
t1_13b_trkd_mmlu
Reported 45.7 percentage_points
Observed — percentage_points
downstream_accuracy
t1_13b_trkd_mmlu_p
Reported 15.4 percentage_points
Observed — percentage_points
downstream_accuracy
t1_13b_trkd_arc_c
Reported 53 percentage_points
Observed — percentage_points
downstream_accuracy
t1_13b_trkd_obqa
Reported 56.6 percentage_points
Observed — percentage_points
downstream_accuracy
t1_13b_trkd_wino
Reported 50.7 percentage_points
Observed — percentage_points
downstream_accuracy
t1_13b_trkd_agi
Reported 35.2 percentage_points
Observed — percentage_points
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