Wernicke-7B-v9-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Wernicke-7B-v9	45.63	77.59	72.4	48.86	61.12

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.95	±	2.82
		acc_norm	25.98	±	2.76
agieval_logiqa_en	0	acc	40.25	±	1.92
		acc_norm	40.40	±	1.92
agieval_lsat_ar	0	acc	23.91	±	2.82
		acc_norm	25.65	±	2.89
agieval_lsat_lr	0	acc	51.57	±	2.22
		acc_norm	52.55	±	2.21
agieval_lsat_rc	0	acc	65.80	±	2.90
		acc_norm	65.80	±	2.90
agieval_sat_en	0	acc	78.64	±	2.86
		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	33.18	±	3.18
		acc_norm	31.82	±	3.15

Average: 45.63%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	65.61	±	1.39
		acc_norm	68.00	±	1.36
arc_easy	0	acc	86.53	±	0.70
		acc_norm	82.91	±	0.77
boolq	1	acc	87.98	±	0.57
hellaswag	0	acc	68.56	±	0.46
		acc_norm	87.10	±	0.33
openbookqa	0	acc	38.80	±	2.18
		acc_norm	49.20	±	2.24
piqa	0	acc	82.97	±	0.88
		acc_norm	85.20	±	0.83
winogrande	0	acc	82.72	±	1.06

Average: 77.59%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	56.18	±	1.74
		mc2	72.40	±	1.47

Average: 72.4%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	59.47	±	3.57
bigbench_date_understanding	0	multiple_choice_grade	63.96	±	2.50
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	1.39	±	0.62
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	32.40	±	2.10
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	23.00	±	1.59
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	56.67	±	2.87
bigbench_movie_recommendation	0	multiple_choice_grade	47.80	±	2.24
bigbench_navigate	0	multiple_choice_grade	56.20	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	71.95	±	1.00
bigbench_ruin_names	0	multiple_choice_grade	55.13	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	32.46	±	1.48
bigbench_snarks	0	multiple_choice_grade	77.35	±	3.12
bigbench_sports_understanding	0	multiple_choice_grade	76.06	±	1.36
bigbench_temporal_sequences	0	multiple_choice_grade	54.30	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.28	±	1.20
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	20.06	±	0.96
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	56.67	±	2.87

Average: 48.86%

Average score: 61.12%

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