MBX-7B-v3-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
MBX-7B-v3	45.08	77.72	72.61	48.63	61.01

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	39.94	±	1.92
		acc_norm	40.09	±	1.92
agieval_lsat_ar	0	acc	25.22	±	2.87
		acc_norm	23.91	±	2.82
agieval_lsat_lr	0	acc	51.18	±	2.22
		acc_norm	53.33	±	2.21
agieval_lsat_rc	0	acc	67.29	±	2.87
		acc_norm	65.43	±	2.91
agieval_sat_en	0	acc	78.16	±	2.89
		acc_norm	79.13	±	2.84
agieval_sat_en_without_passage	0	acc	43.20	±	3.46
		acc_norm	42.72	±	3.45
agieval_sat_math	0	acc	30.45	±	3.11
		acc_norm	30.45	±	3.11

Average: 45.08%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	67.83	±	1.37
		acc_norm	67.66	±	1.37
arc_easy	0	acc	87.50	±	0.68
		acc_norm	82.58	±	0.78
boolq	1	acc	88.10	±	0.57
hellaswag	0	acc	69.91	±	0.46
		acc_norm	87.40	±	0.33
openbookqa	0	acc	40.00	±	2.19
		acc_norm	49.80	±	2.24
piqa	0	acc	83.35	±	0.87
		acc_norm	85.36	±	0.82
winogrande	0	acc	83.11	±	1.05

Average: 77.72%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	57.89	±	1.73
		mc2	72.61	±	1.47

Average: 72.61%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	57.89	±	3.59
bigbench_date_understanding	0	multiple_choice_grade	63.96	±	2.50
bigbench_disambiguation_qa	0	multiple_choice_grade	45.74	±	3.11
bigbench_geometric_shapes	0	multiple_choice_grade	22.56	±	2.21
		exact_str_match	3.62	±	0.99
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	34.20	±	2.12
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	23.14	±	1.60
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	59.67	±	2.84
bigbench_movie_recommendation	0	multiple_choice_grade	46.80	±	2.23
bigbench_navigate	0	multiple_choice_grade	57.50	±	1.56
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	71.25	±	1.01
bigbench_ruin_names	0	multiple_choice_grade	56.25	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	34.17	±	1.50
bigbench_snarks	0	multiple_choice_grade	73.48	±	3.29
bigbench_sports_understanding	0	multiple_choice_grade	75.56	±	1.37
bigbench_temporal_sequences	0	multiple_choice_grade	50.80	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.96	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.71	±	0.95
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	59.67	±	2.84

Average: 48.63%

Average score: 61.01%

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