Monarch-7B-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Monarch-7B	45.48	77.07	78.04	50.14	62.68

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.56	±	2.81
		acc_norm	25.98	±	2.76
agieval_logiqa_en	0	acc	38.56	±	1.91
		acc_norm	38.40	±	1.91
agieval_lsat_ar	0	acc	23.48	±	2.80
		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	67.29	±	2.87
		acc_norm	66.91	±	2.87
agieval_sat_en	0	acc	78.64	±	2.86
		acc_norm	79.13	±	2.84
agieval_sat_en_without_passage	0	acc	44.66	±	3.47
		acc_norm	44.17	±	3.47
agieval_sat_math	0	acc	34.09	±	3.20
		acc_norm	31.82	±	3.15

Average: 45.48%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	66.38	±	1.38
		acc_norm	68.17	±	1.36
arc_easy	0	acc	86.66	±	0.70
		acc_norm	81.14	±	0.80
boolq	1	acc	87.43	±	0.58
hellaswag	0	acc	69.28	±	0.46
		acc_norm	87.33	±	0.33
openbookqa	0	acc	38.80	±	2.18
		acc_norm	49.80	±	2.24
piqa	0	acc	82.97	±	0.88
		acc_norm	84.60	±	0.84
winogrande	0	acc	80.98	±	1.10

Average: 77.07%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	63.04	±	1.69
		mc2	78.04	±	1.38

Average: 78.04%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	60.00	±	3.56
bigbench_date_understanding	0	multiple_choice_grade	61.79	±	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	24.57	±	1.63
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	60.00	±	2.83
bigbench_movie_recommendation	0	multiple_choice_grade	55.20	±	2.23
bigbench_navigate	0	multiple_choice_grade	57.00	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	69.50	±	1.03
bigbench_ruin_names	0	multiple_choice_grade	55.58	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	41.08	±	1.56
bigbench_snarks	0	multiple_choice_grade	72.93	±	3.31
bigbench_sports_understanding	0	multiple_choice_grade	76.06	±	1.36
bigbench_temporal_sequences	0	multiple_choice_grade	54.00	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.52	±	1.20
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.14	±	0.94
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	60.00	±	2.83

Average: 50.14%

Average score: 62.68%

Elapsed time: 02:55:19