NeuralMonarch-7B-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
NeuralMonarch-7B	45.31	76.99	78.35	50.28	62.73

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.17	±	2.80
		acc_norm	25.59	±	2.74
agieval_logiqa_en	0	acc	38.40	±	1.91
		acc_norm	37.94	±	1.90
agieval_lsat_ar	0	acc	23.91	±	2.82
		acc_norm	23.91	±	2.82
agieval_lsat_lr	0	acc	53.14	±	2.21
		acc_norm	53.53	±	2.21
agieval_lsat_rc	0	acc	66.54	±	2.88
		acc_norm	67.29	±	2.87
agieval_sat_en	0	acc	78.64	±	2.86
		acc_norm	78.64	±	2.86
agieval_sat_en_without_passage	0	acc	45.63	±	3.48
		acc_norm	44.66	±	3.47
agieval_sat_math	0	acc	33.64	±	3.19
		acc_norm	30.91	±	3.12

Average: 45.31%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	66.21	±	1.38
		acc_norm	68.00	±	1.36
arc_easy	0	acc	86.53	±	0.70
		acc_norm	80.89	±	0.81
boolq	1	acc	87.22	±	0.58
hellaswag	0	acc	69.45	±	0.46
		acc_norm	87.37	±	0.33
openbookqa	0	acc	39.00	±	2.18
		acc_norm	49.80	±	2.24
piqa	0	acc	83.03	±	0.88
		acc_norm	84.71	±	0.84
winogrande	0	acc	80.90	±	1.10

Average: 76.99%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	62.91	±	1.69
		mc2	78.35	±	1.37

Average: 78.35%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	60.00	±	3.56
bigbench_date_understanding	0	multiple_choice_grade	62.33	±	2.53
bigbench_disambiguation_qa	0	multiple_choice_grade	54.26	±	3.11
bigbench_geometric_shapes	0	multiple_choice_grade	23.96	±	2.26
		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	24.14	±	1.62
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	60.00	±	2.83
bigbench_movie_recommendation	0	multiple_choice_grade	56.80	±	2.22
bigbench_navigate	0	multiple_choice_grade	56.00	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	69.45	±	1.03
bigbench_ruin_names	0	multiple_choice_grade	56.03	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	41.38	±	1.56
bigbench_snarks	0	multiple_choice_grade	72.93	±	3.31
bigbench_sports_understanding	0	multiple_choice_grade	75.86	±	1.36
bigbench_temporal_sequences	0	multiple_choice_grade	55.30	±	1.57
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.28	±	1.20
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.26	±	0.94
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	60.00	±	2.83

Average: 50.28%

Average score: 62.73%

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