Wernicke-7B-v6-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Wernicke-7B-v6	45.11	77.39	71.21	48.22	60.48

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	29.13	±	2.86
		acc_norm	26.38	±	2.77
agieval_logiqa_en	0	acc	40.40	±	1.92
		acc_norm	40.71	±	1.93
agieval_lsat_ar	0	acc	24.35	±	2.84
		acc_norm	23.04	±	2.78
agieval_lsat_lr	0	acc	52.55	±	2.21
		acc_norm	53.33	±	2.21
agieval_lsat_rc	0	acc	66.91	±	2.87
		acc_norm	65.06	±	2.91
agieval_sat_en	0	acc	80.10	±	2.79
		acc_norm	79.61	±	2.81
agieval_sat_en_without_passage	0	acc	44.66	±	3.47
		acc_norm	43.20	±	3.46
agieval_sat_math	0	acc	32.73	±	3.17
		acc_norm	29.55	±	3.08

Average: 45.11%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	66.72	±	1.38
		acc_norm	67.75	±	1.37
arc_easy	0	acc	87.33	±	0.68
		acc_norm	83.12	±	0.77
boolq	1	acc	88.26	±	0.56
hellaswag	0	acc	69.66	±	0.46
		acc_norm	86.90	±	0.34
openbookqa	0	acc	39.40	±	2.19
		acc_norm	48.60	±	2.24
piqa	0	acc	83.41	±	0.87
		acc_norm	85.36	±	0.82
winogrande	0	acc	81.77	±	1.09

Average: 77.39%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	56.67	±	1.73
		mc2	71.21	±	1.49

Average: 71.21%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	58.95	±	3.58
bigbench_date_understanding	0	multiple_choice_grade	63.96	±	2.50
bigbench_disambiguation_qa	0	multiple_choice_grade	45.35	±	3.11
bigbench_geometric_shapes	0	multiple_choice_grade	22.84	±	2.22
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	34.60	±	2.13
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	24.43	±	1.63
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	57.67	±	2.86
bigbench_movie_recommendation	0	multiple_choice_grade	48.20	±	2.24
bigbench_navigate	0	multiple_choice_grade	56.90	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	70.60	±	1.02
bigbench_ruin_names	0	multiple_choice_grade	53.57	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	30.06	±	1.45
bigbench_snarks	0	multiple_choice_grade	73.48	±	3.29
bigbench_sports_understanding	0	multiple_choice_grade	75.76	±	1.37
bigbench_temporal_sequences	0	multiple_choice_grade	52.40	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.80	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	18.80	±	0.93
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	57.67	±	2.86

Average: 48.22%

Average score: 60.48%

Elapsed time: 01:26:17