NeuralShadow-7B-v2-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
NeuralShadow-7B-v2	44.95	77.17	78.53	49.44	62.52

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.95	±	2.82
		acc_norm	25.20	±	2.73
agieval_logiqa_en	0	acc	39.02	±	1.91
		acc_norm	39.78	±	1.92
agieval_lsat_ar	0	acc	24.35	±	2.84
		acc_norm	23.48	±	2.80
agieval_lsat_lr	0	acc	52.94	±	2.21
		acc_norm	54.12	±	2.21
agieval_lsat_rc	0	acc	65.80	±	2.90
		acc_norm	66.17	±	2.89
agieval_sat_en	0	acc	77.67	±	2.91
		acc_norm	78.16	±	2.89
agieval_sat_en_without_passage	0	acc	41.75	±	3.44
		acc_norm	42.23	±	3.45
agieval_sat_math	0	acc	33.64	±	3.19
		acc_norm	30.45	±	3.11

Average: 44.95%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	67.66	±	1.37
		acc_norm	68.09	±	1.36
arc_easy	0	acc	86.28	±	0.71
		acc_norm	80.13	±	0.82
boolq	1	acc	87.40	±	0.58
hellaswag	0	acc	70.00	±	0.46
		acc_norm	87.63	±	0.33
openbookqa	0	acc	40.60	±	2.20
		acc_norm	49.20	±	2.24
piqa	0	acc	83.24	±	0.87
		acc_norm	85.31	±	0.83
winogrande	0	acc	82.40	±	1.07

Average: 77.17%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	62.67	±	1.69
		mc2	78.53	±	1.36

Average: 78.53%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	58.95	±	3.58
bigbench_date_understanding	0	multiple_choice_grade	61.25	±	2.54
bigbench_disambiguation_qa	0	multiple_choice_grade	53.49	±	3.11
bigbench_geometric_shapes	0	multiple_choice_grade	22.84	±	2.22
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	33.00	±	2.10
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	24.57	±	1.63
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	59.67	±	2.84
bigbench_movie_recommendation	0	multiple_choice_grade	52.60	±	2.24
bigbench_navigate	0	multiple_choice_grade	57.20	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	68.45	±	1.04
bigbench_ruin_names	0	multiple_choice_grade	56.25	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	39.38	±	1.55
bigbench_snarks	0	multiple_choice_grade	72.93	±	3.31
bigbench_sports_understanding	0	multiple_choice_grade	75.25	±	1.37
bigbench_temporal_sequences	0	multiple_choice_grade	53.10	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.40	±	1.18
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	18.91	±	0.94
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	59.67	±	2.84

Average: 49.44%

Average score: 62.52%

Elapsed time: 03:25:46