Wernicke-7B-v8-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Wernicke-7B-v8	45.32	77.67	71.84	48.49	60.83

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.95	±	2.82
		acc_norm	26.38	±	2.77
agieval_logiqa_en	0	acc	39.32	±	1.92
		acc_norm	39.78	±	1.92
agieval_lsat_ar	0	acc	23.48	±	2.80
		acc_norm	23.48	±	2.80
agieval_lsat_lr	0	acc	51.37	±	2.22
		acc_norm	52.35	±	2.21
agieval_lsat_rc	0	acc	66.54	±	2.88
		acc_norm	65.06	±	2.91
agieval_sat_en	0	acc	78.16	±	2.89
		acc_norm	78.64	±	2.86
agieval_sat_en_without_passage	0	acc	44.17	±	3.47
		acc_norm	43.20	±	3.46
agieval_sat_math	0	acc	35.00	±	3.22
		acc_norm	33.64	±	3.19

Average: 45.32%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	65.70	±	1.39
		acc_norm	68.00	±	1.36
arc_easy	0	acc	86.66	±	0.70
		acc_norm	82.62	±	0.78
boolq	1	acc	88.10	±	0.57
hellaswag	0	acc	69.00	±	0.46
		acc_norm	87.13	±	0.33
openbookqa	0	acc	38.60	±	2.18
		acc_norm	49.20	±	2.24
piqa	0	acc	82.81	±	0.88
		acc_norm	85.20	±	0.83
winogrande	0	acc	83.43	±	1.05

Average: 77.67%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	56.67	±	1.73
		mc2	71.84	±	1.47

Average: 71.84%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	57.89	±	3.59
bigbench_date_understanding	0	multiple_choice_grade	62.60	±	2.52
bigbench_disambiguation_qa	0	multiple_choice_grade	48.06	±	3.12
bigbench_geometric_shapes	0	multiple_choice_grade	23.40	±	2.24
		exact_str_match	9.19	±	1.53
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	32.60	±	2.10
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	23.14	±	1.60
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	56.33	±	2.87
bigbench_movie_recommendation	0	multiple_choice_grade	49.20	±	2.24
bigbench_navigate	0	multiple_choice_grade	52.60	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	70.95	±	1.02
bigbench_ruin_names	0	multiple_choice_grade	54.02	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	35.17	±	1.51
bigbench_snarks	0	multiple_choice_grade	79.01	±	3.04
bigbench_sports_understanding	0	multiple_choice_grade	75.56	±	1.37
bigbench_temporal_sequences	0	multiple_choice_grade	53.00	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.36	±	1.20
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.54	±	0.95
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	56.33	±	2.87

Average: 48.49%

Average score: 60.83%

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