Wernicke-7B-v7-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Wernicke-7B-v7	44.54	77.18	71.02	48.93	60.42

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.56	±	2.81
		acc_norm	25.98	±	2.76
agieval_logiqa_en	0	acc	40.25	±	1.92
		acc_norm	39.94	±	1.92
agieval_lsat_ar	0	acc	23.91	±	2.82
		acc_norm	23.91	±	2.82
agieval_lsat_lr	0	acc	51.37	±	2.22
		acc_norm	51.76	±	2.21
agieval_lsat_rc	0	acc	66.54	±	2.88
		acc_norm	64.68	±	2.92
agieval_sat_en	0	acc	78.64	±	2.86
		acc_norm	79.13	±	2.84
agieval_sat_en_without_passage	0	acc	42.23	±	3.45
		acc_norm	42.72	±	3.45
agieval_sat_math	0	acc	31.36	±	3.14
		acc_norm	28.18	±	3.04

Average: 44.54%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	67.06	±	1.37
		acc_norm	66.72	±	1.38
arc_easy	0	acc	87.46	±	0.68
		acc_norm	83.29	±	0.77
boolq	1	acc	88.26	±	0.56
hellaswag	0	acc	69.46	±	0.46
		acc_norm	86.81	±	0.34
openbookqa	0	acc	39.80	±	2.19
		acc_norm	48.20	±	2.24
piqa	0	acc	83.68	±	0.86
		acc_norm	85.53	±	0.82
winogrande	0	acc	81.45	±	1.09

Average: 77.18%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	57.53	±	1.73
		mc2	71.02	±	1.49

Average: 71.02%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	57.89	±	3.59
bigbench_date_understanding	0	multiple_choice_grade	65.04	±	2.49
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	35.60	±	2.14
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	24.86	±	1.63
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	59.67	±	2.84
bigbench_movie_recommendation	0	multiple_choice_grade	47.60	±	2.24
bigbench_navigate	0	multiple_choice_grade	56.70	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	72.05	±	1.00
bigbench_ruin_names	0	multiple_choice_grade	54.91	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	31.76	±	1.47
bigbench_snarks	0	multiple_choice_grade	70.17	±	3.41
bigbench_sports_understanding	0	multiple_choice_grade	76.06	±	1.36
bigbench_temporal_sequences	0	multiple_choice_grade	54.20	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.08	±	1.17
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.71	±	0.95
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	59.67	±	2.84

Average: 48.93%

Average score: 60.42%

Elapsed time: 01:21:37