NeuralShadow-7B-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
NeuralShadow-7B	44.58	77.21	78.91	49.6	62.57

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	26.77	±	2.78
		acc_norm	23.62	±	2.67
agieval_logiqa_en	0	acc	38.56	±	1.91
		acc_norm	39.17	±	1.91
agieval_lsat_ar	0	acc	24.78	±	2.85
		acc_norm	23.04	±	2.78
agieval_lsat_lr	0	acc	53.33	±	2.21
		acc_norm	54.51	±	2.21
agieval_lsat_rc	0	acc	65.80	±	2.90
		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	42.72	±	3.45
		acc_norm	41.26	±	3.44
agieval_sat_math	0	acc	33.18	±	3.18
		acc_norm	31.36	±	3.14

Average: 44.58%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	67.41	±	1.37
		acc_norm	68.26	±	1.36
arc_easy	0	acc	86.45	±	0.70
		acc_norm	80.26	±	0.82
boolq	1	acc	87.43	±	0.58
hellaswag	0	acc	69.83	±	0.46
		acc_norm	87.56	±	0.33
openbookqa	0	acc	40.40	±	2.20
		acc_norm	49.20	±	2.24
piqa	0	acc	83.51	±	0.87
		acc_norm	85.31	±	0.83
winogrande	0	acc	82.48	±	1.07

Average: 77.21%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	62.79	±	1.69
		mc2	78.91	±	1.35

Average: 78.91%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	58.42	±	3.59
bigbench_date_understanding	0	multiple_choice_grade	62.06	±	2.53
bigbench_disambiguation_qa	0	multiple_choice_grade	54.26	±	3.11
bigbench_geometric_shapes	0	multiple_choice_grade	22.56	±	2.21
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	33.40	±	2.11
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	24.00	±	1.62
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	60.33	±	2.83
bigbench_movie_recommendation	0	multiple_choice_grade	51.80	±	2.24
bigbench_navigate	0	multiple_choice_grade	57.10	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	68.45	±	1.04
bigbench_ruin_names	0	multiple_choice_grade	55.58	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	39.18	±	1.55
bigbench_snarks	0	multiple_choice_grade	74.03	±	3.27
bigbench_sports_understanding	0	multiple_choice_grade	74.95	±	1.38
bigbench_temporal_sequences	0	multiple_choice_grade	54.60	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.72	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.09	±	0.94
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	60.33	±	2.83

Average: 49.6%

Average score: 62.57%

Elapsed time: 03:44:06