Wernicke-7B-v2-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Wernicke-7B-v2	45.59	77.4	71.23	48.38	60.65

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.56	±	2.81
		acc_norm	25.20	±	2.73
agieval_logiqa_en	0	acc	39.32	±	1.92
		acc_norm	39.48	±	1.92
agieval_lsat_ar	0	acc	25.65	±	2.89
		acc_norm	25.22	±	2.87
agieval_lsat_lr	0	acc	53.33	±	2.21
		acc_norm	53.73	±	2.21
agieval_lsat_rc	0	acc	66.54	±	2.88
		acc_norm	65.43	±	2.91
agieval_sat_en	0	acc	80.10	±	2.79
		acc_norm	79.13	±	2.84
agieval_sat_en_without_passage	0	acc	47.09	±	3.49
		acc_norm	45.63	±	3.48
agieval_sat_math	0	acc	32.27	±	3.16
		acc_norm	30.91	±	3.12

Average: 45.59%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	66.64	±	1.38
		acc_norm	67.83	±	1.37
arc_easy	0	acc	87.37	±	0.68
		acc_norm	83.25	±	0.77
boolq	1	acc	88.29	±	0.56
hellaswag	0	acc	69.39	±	0.46
		acc_norm	86.86	±	0.34
openbookqa	0	acc	40.00	±	2.19
		acc_norm	49.20	±	2.24
piqa	0	acc	83.62	±	0.86
		acc_norm	84.98	±	0.83
winogrande	0	acc	81.37	±	1.09

Average: 77.4%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	56.92	±	1.73
		mc2	71.23	±	1.48

Average: 71.23%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	57.37	±	3.60
bigbench_date_understanding	0	multiple_choice_grade	63.96	±	2.50
bigbench_disambiguation_qa	0	multiple_choice_grade	46.90	±	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	35.00	±	2.14
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	25.00	±	1.64
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	57.33	±	2.86
bigbench_movie_recommendation	0	multiple_choice_grade	47.40	±	2.24
bigbench_navigate	0	multiple_choice_grade	56.60	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	71.15	±	1.01
bigbench_ruin_names	0	multiple_choice_grade	54.24	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	32.57	±	1.48
bigbench_snarks	0	multiple_choice_grade	72.93	±	3.31
bigbench_sports_understanding	0	multiple_choice_grade	75.66	±	1.37
bigbench_temporal_sequences	0	multiple_choice_grade	51.30	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.72	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	20.51	±	0.97
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	57.33	±	2.86

Average: 48.38%

Average score: 60.65%

Elapsed time: 01:51:21