Wernicke-7B-v3-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Wernicke-7B-v3	45.57	77.39	71.06	48.46	60.62

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	26.38	±	2.77
		acc_norm	25.20	±	2.73
agieval_logiqa_en	0	acc	39.63	±	1.92
		acc_norm	39.78	±	1.92
agieval_lsat_ar	0	acc	25.22	±	2.87
		acc_norm	24.78	±	2.85
agieval_lsat_lr	0	acc	52.94	±	2.21
		acc_norm	52.94	±	2.21
agieval_lsat_rc	0	acc	66.91	±	2.87
		acc_norm	66.54	±	2.88
agieval_sat_en	0	acc	81.07	±	2.74
		acc_norm	81.07	±	2.74
agieval_sat_en_without_passage	0	acc	45.15	±	3.48
		acc_norm	44.66	±	3.47
agieval_sat_math	0	acc	32.27	±	3.16
		acc_norm	29.55	±	3.08

Average: 45.57%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	68.09	±	1.36
		acc_norm	67.92	±	1.36
arc_easy	0	acc	87.16	±	0.69
		acc_norm	83.16	±	0.77
boolq	1	acc	88.26	±	0.56
hellaswag	0	acc	69.69	±	0.46
		acc_norm	86.56	±	0.34
openbookqa	0	acc	40.00	±	2.19
		acc_norm	50.00	±	2.24
piqa	0	acc	83.46	±	0.87
		acc_norm	85.15	±	0.83
winogrande	0	acc	80.66	±	1.11

Average: 77.39%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	57.65	±	1.73
		mc2	71.06	±	1.48

Average: 71.06%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	55.79	±	3.61
bigbench_date_understanding	0	multiple_choice_grade	63.96	±	2.50
bigbench_disambiguation_qa	0	multiple_choice_grade	45.74	±	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	37.00	±	2.16
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	25.43	±	1.65
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	59.67	±	2.84
bigbench_movie_recommendation	0	multiple_choice_grade	51.20	±	2.24
bigbench_navigate	0	multiple_choice_grade	57.80	±	1.56
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	71.85	±	1.01
bigbench_ruin_names	0	multiple_choice_grade	54.02	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	32.67	±	1.49
bigbench_snarks	0	multiple_choice_grade	69.06	±	3.45
bigbench_sports_understanding	0	multiple_choice_grade	75.05	±	1.38
bigbench_temporal_sequences	0	multiple_choice_grade	49.60	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	21.68	±	1.17
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.31	±	0.94
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	59.67	±	2.84

Average: 48.46%

Average score: 60.62%

Elapsed time: 01:39:16