Monarch-7B-slerp-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Monarch-7B-slerp	45.13	77.09	78.63	49.56	62.6

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.17	±	2.80
		acc_norm	25.20	±	2.73
agieval_logiqa_en	0	acc	39.94	±	1.92
		acc_norm	40.40	±	1.92
agieval_lsat_ar	0	acc	25.22	±	2.87
		acc_norm	24.35	±	2.84
agieval_lsat_lr	0	acc	53.53	±	2.21
		acc_norm	54.90	±	2.21
agieval_lsat_rc	0	acc	65.43	±	2.91
		acc_norm	65.43	±	2.91
agieval_sat_en	0	acc	77.67	±	2.91
		acc_norm	77.67	±	2.91
agieval_sat_en_without_passage	0	acc	42.72	±	3.45
		acc_norm	41.75	±	3.44
agieval_sat_math	0	acc	33.18	±	3.18
		acc_norm	31.36	±	3.14

Average: 45.13%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	66.81	±	1.38
		acc_norm	68.43	±	1.36
arc_easy	0	acc	86.28	±	0.71
		acc_norm	80.01	±	0.82
boolq	1	acc	87.13	±	0.59
hellaswag	0	acc	70.33	±	0.46
		acc_norm	87.57	±	0.33
openbookqa	0	acc	39.60	±	2.19
		acc_norm	49.80	±	2.24
piqa	0	acc	82.92	±	0.88
		acc_norm	84.93	±	0.83
winogrande	0	acc	81.77	±	1.09

Average: 77.09%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	63.65	±	1.68
		mc2	78.63	±	1.37

Average: 78.63%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	57.89	±	3.59
bigbench_date_understanding	0	multiple_choice_grade	61.52	±	2.54
bigbench_disambiguation_qa	0	multiple_choice_grade	55.43	±	3.10
bigbench_geometric_shapes	0	multiple_choice_grade	22.84	±	2.22
		exact_str_match	0.84	±	0.48
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	33.80	±	2.12
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	23.71	±	1.61
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	58.33	±	2.85
bigbench_movie_recommendation	0	multiple_choice_grade	53.80	±	2.23
bigbench_navigate	0	multiple_choice_grade	56.50	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	68.10	±	1.04
bigbench_ruin_names	0	multiple_choice_grade	56.47	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	40.58	±	1.56
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	53.40	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.88	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.43	±	0.95
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	58.33	±	2.85

Average: 49.56%

Average score: 62.6%

Elapsed time: 02:28:34