NeuralMarcoro14-7B-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
NeuralMarcoro14-7B	44.59	76.17	65.94	46.9	58.4

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.95	±	2.82
		acc_norm	24.80	±	2.72
agieval_logiqa_en	0	acc	37.48	±	1.90
		acc_norm	39.32	±	1.92
agieval_lsat_ar	0	acc	23.91	±	2.82
		acc_norm	24.35	±	2.84
agieval_lsat_lr	0	acc	50.39	±	2.22
		acc_norm	51.96	±	2.21
agieval_lsat_rc	0	acc	66.54	±	2.88
		acc_norm	65.80	±	2.90
agieval_sat_en	0	acc	77.18	±	2.93
		acc_norm	77.67	±	2.91
agieval_sat_en_without_passage	0	acc	43.69	±	3.46
		acc_norm	44.66	±	3.47
agieval_sat_math	0	acc	32.27	±	3.16
		acc_norm	28.18	±	3.04

Average: 44.59%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	65.27	±	1.39
		acc_norm	65.44	±	1.39
arc_easy	0	acc	86.20	±	0.71
		acc_norm	81.69	±	0.79
boolq	1	acc	87.80	±	0.57
hellaswag	0	acc	67.76	±	0.47
		acc_norm	86.07	±	0.35
openbookqa	0	acc	37.20	±	2.16
		acc_norm	48.40	±	2.24
piqa	0	acc	82.43	±	0.89
		acc_norm	84.49	±	0.84
winogrande	0	acc	79.32	±	1.14

Average: 76.17%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	50.55	±	1.75
		mc2	65.94	±	1.54

Average: 65.94%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	58.42	±	3.59
bigbench_date_understanding	0	multiple_choice_grade	63.69	±	2.51
bigbench_disambiguation_qa	0	multiple_choice_grade	43.41	±	3.09
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	29.00	±	2.03
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	20.29	±	1.52
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	51.67	±	2.89
bigbench_movie_recommendation	0	multiple_choice_grade	49.20	±	2.24
bigbench_navigate	0	multiple_choice_grade	56.60	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	71.80	±	1.01
bigbench_ruin_names	0	multiple_choice_grade	52.90	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	32.36	±	1.48
bigbench_snarks	0	multiple_choice_grade	74.03	±	3.27
bigbench_sports_understanding	0	multiple_choice_grade	74.54	±	1.39
bigbench_temporal_sequences	0	multiple_choice_grade	51.30	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.80	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	18.23	±	0.92
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	51.67	±	2.89

Average: 46.9%

Average score: 58.4%