MBX-7B-v3-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
MBX-7B-v3	45.12	77.48	71.76	48.48	60.71

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.17	±	2.80
		acc_norm	24.02	±	2.69
agieval_logiqa_en	0	acc	39.48	±	1.92
		acc_norm	39.48	±	1.92
agieval_lsat_ar	0	acc	23.04	±	2.78
		acc_norm	23.91	±	2.82
agieval_lsat_lr	0	acc	52.16	±	2.21
		acc_norm	52.55	±	2.21
agieval_lsat_rc	0	acc	66.91	±	2.87
		acc_norm	65.80	±	2.90
agieval_sat_en	0	acc	80.10	±	2.79
		acc_norm	80.10	±	2.79
agieval_sat_en_without_passage	0	acc	45.15	±	3.48
		acc_norm	44.66	±	3.47
agieval_sat_math	0	acc	31.82	±	3.15
		acc_norm	30.45	±	3.11

Average: 45.12%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	66.47	±	1.38
		acc_norm	67.66	±	1.37
arc_easy	0	acc	87.46	±	0.68
		acc_norm	84.22	±	0.75
boolq	1	acc	88.10	±	0.57
hellaswag	0	acc	68.05	±	0.47
		acc_norm	86.49	±	0.34
openbookqa	0	acc	39.60	±	2.19
		acc_norm	49.20	±	2.24
piqa	0	acc	83.19	±	0.87
		acc_norm	85.42	±	0.82
winogrande	0	acc	81.29	±	1.10

Average: 77.48%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	56.30	±	1.74
		mc2	71.76	±	1.46

Average: 71.76%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	55.79	±	3.61
bigbench_date_understanding	0	multiple_choice_grade	65.58	±	2.48
bigbench_disambiguation_qa	0	multiple_choice_grade	46.51	±	3.11
bigbench_geometric_shapes	0	multiple_choice_grade	22.84	±	2.22
		exact_str_match	1.11	±	0.55
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	34.00	±	2.12
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	23.71	±	1.61
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	59.33	±	2.84
bigbench_movie_recommendation	0	multiple_choice_grade	48.20	±	2.24
bigbench_navigate	0	multiple_choice_grade	55.60	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	71.80	±	1.01
bigbench_ruin_names	0	multiple_choice_grade	54.91	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	31.76	±	1.47
bigbench_snarks	0	multiple_choice_grade	71.82	±	3.35
bigbench_sports_understanding	0	multiple_choice_grade	75.86	±	1.36
bigbench_temporal_sequences	0	multiple_choice_grade	52.40	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.12	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	20.11	±	0.96
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	59.33	±	2.84

Average: 48.48%

Average score: 60.71%

Elapsed time: 01:27:48