Wernicke-MoE-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Wernicke-MoE	45.36	77.62	70.74	48.59	60.58

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	28.74	±	2.85
		acc_norm	27.17	±	2.80
agieval_logiqa_en	0	acc	39.32	±	1.92
		acc_norm	40.09	±	1.92
agieval_lsat_ar	0	acc	24.78	±	2.85
		acc_norm	24.78	±	2.85
agieval_lsat_lr	0	acc	52.94	±	2.21
		acc_norm	52.55	±	2.21
agieval_lsat_rc	0	acc	65.80	±	2.90
		acc_norm	65.43	±	2.91
agieval_sat_en	0	acc	79.13	±	2.84
		acc_norm	79.13	±	2.84
agieval_sat_en_without_passage	0	acc	44.66	±	3.47
		acc_norm	44.17	±	3.47
agieval_sat_math	0	acc	31.36	±	3.14
		acc_norm	29.55	±	3.08

Average: 45.36%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	67.41	±	1.37
		acc_norm	68.09	±	1.36
arc_easy	0	acc	87.08	±	0.69
		acc_norm	83.75	±	0.76
boolq	1	acc	88.17	±	0.56
hellaswag	0	acc	68.60	±	0.46
		acc_norm	86.78	±	0.34
openbookqa	0	acc	39.20	±	2.19
		acc_norm	48.60	±	2.24
piqa	0	acc	82.92	±	0.88
		acc_norm	85.47	±	0.82
winogrande	0	acc	82.48	±	1.07

Average: 77.62%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	55.32	±	1.74
		mc2	70.74	±	1.48

Average: 70.74%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	58.42	±	3.59
bigbench_date_understanding	0	multiple_choice_grade	65.85	±	2.47
bigbench_disambiguation_qa	0	multiple_choice_grade	49.61	±	3.12
bigbench_geometric_shapes	0	multiple_choice_grade	23.12	±	2.23
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	32.20	±	2.09
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	22.57	±	1.58
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	56.33	±	2.87
bigbench_movie_recommendation	0	multiple_choice_grade	45.40	±	2.23
bigbench_navigate	0	multiple_choice_grade	57.10	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	71.30	±	1.01
bigbench_ruin_names	0	multiple_choice_grade	55.13	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	34.47	±	1.51
bigbench_snarks	0	multiple_choice_grade	74.03	±	3.27
bigbench_sports_understanding	0	multiple_choice_grade	75.35	±	1.37
bigbench_temporal_sequences	0	multiple_choice_grade	54.70	±	1.57
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.12	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.60	±	0.95
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	56.33	±	2.87

Average: 48.59%

Average score: 60.58%

Elapsed time: 03:08:52