MonarchPipe-7B-slerp-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
MonarchPipe-7B-slerp	46.12	74.89	66.59	47.49	58.77

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.17	±	2.80
		acc_norm	27.17	±	2.80
agieval_logiqa_en	0	acc	39.32	±	1.92
		acc_norm	39.48	±	1.92
agieval_lsat_ar	0	acc	25.22	±	2.87
		acc_norm	26.09	±	2.90
agieval_lsat_lr	0	acc	51.76	±	2.21
		acc_norm	52.35	±	2.21
agieval_lsat_rc	0	acc	65.43	±	2.91
		acc_norm	65.43	±	2.91
agieval_sat_en	0	acc	77.18	±	2.93
		acc_norm	78.64	±	2.86
agieval_sat_en_without_passage	0	acc	47.09	±	3.49
		acc_norm	47.09	±	3.49
agieval_sat_math	0	acc	36.36	±	3.25
		acc_norm	32.73	±	3.17

Average: 46.12%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	62.63	±	1.41
		acc_norm	64.76	±	1.40
arc_easy	0	acc	85.40	±	0.72
		acc_norm	82.41	±	0.78
boolq	1	acc	87.68	±	0.57
hellaswag	0	acc	67.57	±	0.47
		acc_norm	85.51	±	0.35
openbookqa	0	acc	33.80	±	2.12
		acc_norm	44.40	±	2.22
piqa	0	acc	83.03	±	0.88
		acc_norm	84.11	±	0.85
winogrande	0	acc	75.37	±	1.21

Average: 74.89%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	48.71	±	1.75
		mc2	66.59	±	1.50

Average: 66.59%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	58.95	±	3.58
bigbench_date_understanding	0	multiple_choice_grade	65.31	±	2.48
bigbench_disambiguation_qa	0	multiple_choice_grade	42.64	±	3.08
bigbench_geometric_shapes	0	multiple_choice_grade	21.73	±	2.18
		exact_str_match	16.16	±	1.95
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	34.40	±	2.13
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	22.86	±	1.59
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	59.33	±	2.84
bigbench_movie_recommendation	0	multiple_choice_grade	41.00	±	2.20
bigbench_navigate	0	multiple_choice_grade	52.00	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	71.25	±	1.01
bigbench_ruin_names	0	multiple_choice_grade	48.66	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	30.76	±	1.46
bigbench_snarks	0	multiple_choice_grade	73.48	±	3.29
bigbench_sports_understanding	0	multiple_choice_grade	75.35	±	1.37
bigbench_temporal_sequences	0	multiple_choice_grade	55.00	±	1.57
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.36	±	1.20
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.49	±	0.95
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	59.33	±	2.84

Average: 47.49%

Average score: 58.77%

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