Monarch-7B-dare-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Monarch-7B-dare	45.16	77.22	77.98	49.95	62.58

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	28.35	±	2.83
		acc_norm	26.38	±	2.77
agieval_logiqa_en	0	acc	38.71	±	1.91
		acc_norm	38.56	±	1.91
agieval_lsat_ar	0	acc	24.78	±	2.85
		acc_norm	23.48	±	2.80
agieval_lsat_lr	0	acc	53.73	±	2.21
		acc_norm	54.51	±	2.21
agieval_lsat_rc	0	acc	65.06	±	2.91
		acc_norm	66.54	±	2.88
agieval_sat_en	0	acc	78.16	±	2.89
		acc_norm	78.64	±	2.86
agieval_sat_en_without_passage	0	acc	43.69	±	3.46
		acc_norm	42.72	±	3.45
agieval_sat_math	0	acc	33.18	±	3.18
		acc_norm	30.45	±	3.11

Average: 45.16%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	66.98	±	1.37
		acc_norm	68.26	±	1.36
arc_easy	0	acc	86.53	±	0.70
		acc_norm	81.31	±	0.80
boolq	1	acc	87.37	±	0.58
hellaswag	0	acc	69.25	±	0.46
		acc_norm	87.21	±	0.33
openbookqa	0	acc	39.00	±	2.18
		acc_norm	49.40	±	2.24
piqa	0	acc	83.62	±	0.86
		acc_norm	86.02	±	0.81
winogrande	0	acc	80.98	±	1.10

Average: 77.22%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	62.79	±	1.69
		mc2	77.98	±	1.37

Average: 77.98%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	60.00	±	3.56
bigbench_date_understanding	0	multiple_choice_grade	63.14	±	2.51
bigbench_disambiguation_qa	0	multiple_choice_grade	56.20	±	3.09
bigbench_geometric_shapes	0	multiple_choice_grade	22.84	±	2.22
		exact_str_match	0.56	±	0.39
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	33.80	±	2.12
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	23.86	±	1.61
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	60.00	±	2.83
bigbench_movie_recommendation	0	multiple_choice_grade	51.60	±	2.24
bigbench_navigate	0	multiple_choice_grade	56.20	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	69.65	±	1.03
bigbench_ruin_names	0	multiple_choice_grade	55.13	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	39.48	±	1.55
bigbench_snarks	0	multiple_choice_grade	73.48	±	3.29
bigbench_sports_understanding	0	multiple_choice_grade	75.66	±	1.37
bigbench_temporal_sequences	0	multiple_choice_grade	54.40	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.20	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	20.46	±	0.96
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	60.00	±	2.83

Average: 49.95%

Average score: 62.58%

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