Downstream task performance and group macro-averages for Switch Distillation under routing threshold sweep 7b_q20.
Source: source_paper:Table 4, Page 21
Reported and observed measurements
downstream_accuracy
t4_7b_q20_gsm8k
Reported 69.7 percentage_points
Observed — percentage_points
downstream_accuracy
t4_7b_q20_gsm_s
Reported 55.3 percentage_points
Observed — percentage_points
downstream_accuracy
t4_7b_q20_gsmplus
Reported 46.1 percentage_points
Observed — percentage_points
downstream_accuracy
t4_7b_q20_bbh
Reported 32.8 percentage_points
Observed — percentage_points
downstream_accuracy
t4_7b_q20_drop
Reported 49.6 percentage_points
Observed — percentage_points
downstream_accuracy
t4_7b_q20_math
Reported 14.8 percentage_points
Observed — percentage_points
downstream_accuracy
t4_7b_q20_avg_reasoning
Reported 44.7 percentage_points
Observed — percentage_points
downstream_accuracy
t4_7b_q20_tqa
Reported 54.9 percentage_points
Observed — percentage_points
downstream_accuracy
t4_7b_q20_nq
Reported 24.6 percentage_points
Observed — percentage_points
downstream_accuracy
t4_7b_q20_sqa
Reported 8.4 percentage_points
Observed — percentage_points
downstream_accuracy
t4_7b_q20_avg_factual
Reported 29.3 percentage_points
Observed — percentage_points
downstream_accuracy
t4_7b_q20_mmlu
Reported 51.6 percentage_points
Observed — percentage_points
downstream_accuracy
t4_7b_q20_mmlu_p
Reported 19.8 percentage_points
Observed — percentage_points
downstream_accuracy
t4_7b_q20_arc_c
Reported 64.7 percentage_points
Observed — percentage_points
downstream_accuracy
t4_7b_q20_obqa
Reported 64.2 percentage_points
Observed — percentage_points
downstream_accuracy
t4_7b_q20_wino
Reported 53.8 percentage_points
Observed — percentage_points
downstream_accuracy
t4_7b_q20_agi
Reported 41.5 percentage_points
Observed — percentage_points
downstream_accuracy
t4_7b_q20_avg_knowledge
Reported 49.3 percentage_points
Observed — percentage_points
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