Wernicke-7B-v1-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Wernicke-7B-v1	45.59	77.36	71.46	48.49	60.73

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	25.98	±	2.76
		acc_norm	24.80	±	2.72
agieval_logiqa_en	0	acc	39.48	±	1.92
		acc_norm	39.78	±	1.92
agieval_lsat_ar	0	acc	24.35	±	2.84
		acc_norm	25.65	±	2.89
agieval_lsat_lr	0	acc	51.37	±	2.22
		acc_norm	52.35	±	2.21
agieval_lsat_rc	0	acc	67.29	±	2.87
		acc_norm	66.91	±	2.87
agieval_sat_en	0	acc	80.58	±	2.76
		acc_norm	80.10	±	2.79
agieval_sat_en_without_passage	0	acc	47.57	±	3.49
		acc_norm	45.15	±	3.48
agieval_sat_math	0	acc	32.27	±	3.16
		acc_norm	30.00	±	3.10

Average: 45.59%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	68.00	±	1.36
		acc_norm	67.92	±	1.36
arc_easy	0	acc	87.37	±	0.68
		acc_norm	83.33	±	0.76
boolq	1	acc	88.29	±	0.56
hellaswag	0	acc	69.44	±	0.46
		acc_norm	86.85	±	0.34
openbookqa	0	acc	39.40	±	2.19
		acc_norm	49.00	±	2.24
piqa	0	acc	83.79	±	0.86
		acc_norm	85.09	±	0.83
winogrande	0	acc	81.06	±	1.10

Average: 77.36%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	57.65	±	1.73
		mc2	71.46	±	1.49

Average: 71.46%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	56.84	±	3.60
bigbench_date_understanding	0	multiple_choice_grade	63.69	±	2.51
bigbench_disambiguation_qa	0	multiple_choice_grade	46.51	±	3.11
bigbench_geometric_shapes	0	multiple_choice_grade	23.12	±	2.23
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	34.00	±	2.12
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	24.29	±	1.62
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	57.67	±	2.86
bigbench_movie_recommendation	0	multiple_choice_grade	48.40	±	2.24
bigbench_navigate	0	multiple_choice_grade	57.10	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	72.30	±	1.00
bigbench_ruin_names	0	multiple_choice_grade	53.12	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	35.67	±	1.52
bigbench_snarks	0	multiple_choice_grade	70.72	±	3.39
bigbench_sports_understanding	0	multiple_choice_grade	75.46	±	1.37
bigbench_temporal_sequences	0	multiple_choice_grade	53.50	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.04	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.77	±	0.95
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	57.67	±	2.86

Average: 48.49%

Average score: 60.73%

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