Wernicke-7B-v5-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Wernicke-7B-v5	45.12	77.44	71.64	48.51	60.68

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.95	±	2.82
		acc_norm	26.77	±	2.78
agieval_logiqa_en	0	acc	39.32	±	1.92
		acc_norm	39.02	±	1.91
agieval_lsat_ar	0	acc	23.91	±	2.82
		acc_norm	24.78	±	2.85
agieval_lsat_lr	0	acc	52.35	±	2.21
		acc_norm	53.33	±	2.21
agieval_lsat_rc	0	acc	66.54	±	2.88
		acc_norm	64.68	±	2.92
agieval_sat_en	0	acc	80.10	±	2.79
		acc_norm	79.13	±	2.84
agieval_sat_en_without_passage	0	acc	44.66	±	3.47
		acc_norm	44.17	±	3.47
agieval_sat_math	0	acc	31.82	±	3.15
		acc_norm	29.09	±	3.07

Average: 45.12%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	67.92	±	1.36
		acc_norm	67.92	±	1.36
arc_easy	0	acc	87.29	±	0.68
		acc_norm	83.50	±	0.76
boolq	1	acc	88.23	±	0.56
hellaswag	0	acc	69.22	±	0.46
		acc_norm	86.75	±	0.34
openbookqa	0	acc	39.60	±	2.19
		acc_norm	49.60	±	2.24
piqa	0	acc	83.51	±	0.87
		acc_norm	85.36	±	0.82
winogrande	0	acc	80.74	±	1.11

Average: 77.44%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	57.41	±	1.73
		mc2	71.64	±	1.48

Average: 71.64%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	57.37	±	3.60
bigbench_date_understanding	0	multiple_choice_grade	65.04	±	2.49
bigbench_disambiguation_qa	0	multiple_choice_grade	48.06	±	3.12
bigbench_geometric_shapes	0	multiple_choice_grade	22.28	±	2.20
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	34.40	±	2.13
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	24.86	±	1.63
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	59.00	±	2.84
bigbench_movie_recommendation	0	multiple_choice_grade	45.20	±	2.23
bigbench_navigate	0	multiple_choice_grade	57.10	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	71.55	±	1.01
bigbench_ruin_names	0	multiple_choice_grade	55.80	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	32.06	±	1.48
bigbench_snarks	0	multiple_choice_grade	71.27	±	3.37
bigbench_sports_understanding	0	multiple_choice_grade	75.46	±	1.37
bigbench_temporal_sequences	0	multiple_choice_grade	52.60	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.16	±	1.18
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.89	±	0.95
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	59.00	±	2.84

Average: 48.51%

Average score: 60.68%

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